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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
243 | 13 | 5,601 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
244 | 13 | 5,711 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_JDBC
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.
|
245 | 13 | 5,801 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_URL
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_URL",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.
|
246 | 13 | 5,904 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_DRIVER
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"JDBC_DRIVER",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.
|
247 | 13 | 6,022 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_TABLE
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_TABLE",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.
|
248 | 13 | 6,148 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_PARTITIONCOLUMN
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.
|
249 | 13 | 6,293 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_LOWERBOUND
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.
|
250 | 13 | 6,437 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_UPPERBOUND
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.
|
251 | 13 | 6,590 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_NUMPARTITIONS
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_LOWERBOUND",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.
|
252 | 13 | 6,818 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
OUTPUT_MODE_APPEND
| true |
statement
| 86 | 86 | false | true |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.
|
253 | 13 | 6,939 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_AVRO
| true |
statement
| 86 | 86 | false | true |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.
|
254 | 13 | 7,328 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.
|
255 | 13 | 8,026 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
256 | 13 | 8,136 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_JDBC
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.
|
257 | 13 | 8,226 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_URL
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_URL",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.
|
258 | 13 | 8,329 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
random
|
JDBC_DRIVER
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"JDBC_DRIVER",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.
|
259 | 13 | 8,447 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_TABLE
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_TABLE",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.
|
260 | 13 | 8,573 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_PARTITIONCOLUMN
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.
|
261 | 13 | 8,718 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_LOWERBOUND
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.
|
262 | 13 | 8,862 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_UPPERBOUND
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.
|
263 | 13 | 9,015 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
non_informative
|
JDBC_NUMPARTITIONS
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_LOWERBOUND",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.
|
264 | 13 | 9,243 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
OUTPUT_MODE_IGNORE
| true |
statement
| 86 | 86 | false | true |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.
|
265 | 13 | 9,364 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
CSV_HEADER
| true |
statement
| 86 | 86 | false | true |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.
|
266 | 13 | 9,758 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.
|
267 | 13 | 10,457 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
common
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
268 | 13 | 10,567 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_JDBC
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.
|
269 | 13 | 10,657 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_URL
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_URL",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.
|
270 | 13 | 10,760 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_DRIVER
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"JDBC_DRIVER",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.
|
271 | 13 | 10,878 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_TABLE
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_TABLE",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.
|
272 | 13 | 11,004 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_PARTITIONCOLUMN
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.
|
273 | 13 | 11,149 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_LOWERBOUND
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.
|
274 | 13 | 11,293 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_UPPERBOUND
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.
|
275 | 13 | 11,446 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_NUMPARTITIONS
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_LOWERBOUND",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.
|
276 | 13 | 11,674 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
OUTPUT_MODE_IGNORE
| true |
statement
| 86 | 86 | false | false |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.
|
277 | 13 | 12,062 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
inproject
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.
|
278 | 13 | 12,538 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
279 | 13 | 12,648 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_JDBC
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.
|
280 | 13 | 12,738 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_URL
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_URL",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.
|
281 | 13 | 12,841 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_DRIVER
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"JDBC_DRIVER",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.
|
282 | 13 | 12,959 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_TABLE
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_DRIVER",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.
|
283 | 13 | 13,085 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_NUMPARTITIONS
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_LOWERBOUND",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.
|
284 | 13 | 13,287 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
OUTPUT_MODE_APPEND
| true |
statement
| 86 | 86 | false | false |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.
|
285 | 13 | 13,408 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
CSV_HEADER
| true |
statement
| 86 | 86 | false | false |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.
|
286 | 13 | 13,801 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args7(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.
|
287 | 13 | 14,335 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args7(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
288 | 13 | 14,445 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_JDBC
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args7(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.
|
289 | 13 | 14,535 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_URL
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_URL",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args7(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.
|
290 | 13 | 14,638 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_DRIVER
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"JDBC_DRIVER",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args7(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.
|
291 | 13 | 14,756 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_TABLE
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_DRIVER",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args7(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.
|
292 | 13 | 14,882 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_NUMPARTITIONS
| true |
statement
| 86 | 86 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_LOWERBOUND",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args7(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.
|
293 | 13 | 15,084 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
OUTPUT_MODE_APPEND
| true |
statement
| 86 | 86 | false | false |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args7(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.
|
294 | 13 | 15,325 |
googlecloudplatform__dataproc-templates
|
bba5da698a8aa144c73d4d2a90e84c6a577ce7f4
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
CSV_HEADER
| true |
statement
| 86 | 86 | false | false |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"CSV_HEADER",
"CSV_INFER_SCHEMA",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "CSV_HEADER",
"type": "statement"
},
{
"name": "CSV_INFER_SCHEMA",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args7(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "10")
mock_spark_session.read.format().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().partitionBy.assert_called_once_with("column")
mock_spark_session.dataframe.DataFrame.write.mode().partitionBy().option.assert_called_once_with(constants.
|
295 | 14 | 1,013 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
inproject
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.
|
296 | 14 | 2,586 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.
|
297 | 14 | 3,291 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
298 | 14 | 3,401 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_JDBC
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.
|
299 | 14 | 3,491 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_URL
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_URL",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.
|
300 | 14 | 3,594 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_DRIVER
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_AVRO",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_DRIVER",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.
|
301 | 14 | 3,712 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_TABLE
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_DRIVER",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.
|
302 | 14 | 3,838 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_PARTITIONCOLUMN
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.
|
303 | 14 | 3,983 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
random
|
JDBC_LOWERBOUND
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.
|
304 | 14 | 4,127 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_UPPERBOUND
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.
|
305 | 14 | 4,280 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_NUMPARTITIONS
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.
|
306 | 14 | 4,508 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
OUTPUT_MODE_OVERWRITE
| true |
statement
| 103 | 103 | false | false |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.
|
307 | 14 | 4,902 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.
|
308 | 14 | 5,601 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
309 | 14 | 5,711 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_JDBC
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.
|
310 | 14 | 5,801 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_URL
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_URL",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.
|
311 | 14 | 5,904 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_DRIVER
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_DRIVER",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.
|
312 | 14 | 6,022 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_TABLE
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_TABLE",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.
|
313 | 14 | 6,148 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_PARTITIONCOLUMN
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.
|
314 | 14 | 6,293 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_LOWERBOUND
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.
|
315 | 14 | 6,437 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_UPPERBOUND
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.
|
316 | 14 | 6,590 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_NUMPARTITIONS
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.
|
317 | 14 | 6,818 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
OUTPUT_MODE_APPEND
| true |
statement
| 103 | 103 | false | false |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.
|
318 | 14 | 6,939 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_AVRO
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.
|
319 | 14 | 7,328 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.
|
320 | 14 | 8,026 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
common
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
321 | 14 | 8,136 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_JDBC
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.
|
322 | 14 | 8,226 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_URL
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_URL",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.
|
323 | 14 | 8,329 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_DRIVER
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_DRIVER",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.
|
324 | 14 | 8,447 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_TABLE
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_TABLE",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.
|
325 | 14 | 8,573 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_PARTITIONCOLUMN
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.
|
326 | 14 | 8,718 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_LOWERBOUND
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.
|
327 | 14 | 8,862 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_UPPERBOUND
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.
|
328 | 14 | 9,015 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_NUMPARTITIONS
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.
|
329 | 14 | 9,243 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
OUTPUT_MODE_IGNORE
| true |
statement
| 103 | 103 | false | false |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.
|
330 | 14 | 9,758 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
inproject
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.
|
331 | 14 | 10,457 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
332 | 14 | 10,567 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
FORMAT_JDBC
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.
|
333 | 14 | 10,657 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_URL
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_URL",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.
|
334 | 14 | 10,760 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_DRIVER
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_NUMPARTITIONS",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_DRIVER",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.
|
335 | 14 | 10,878 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_TABLE
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"JDBC_TABLE",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.
|
336 | 14 | 11,004 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_PARTITIONCOLUMN
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.
|
337 | 14 | 11,149 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_LOWERBOUND
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.
|
338 | 14 | 11,293 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_UPPERBOUND
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.
|
339 | 14 | 11,446 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
JDBC_NUMPARTITIONS
| true |
statement
| 103 | 103 | false | false |
[
"FORMAT_JDBC",
"JDBC_URL",
"JDBC_TABLE",
"JDBC_DRIVER",
"FORMAT_AVRO",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_NUMPARTITIONS",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.
|
340 | 14 | 11,674 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
OUTPUT_MODE_IGNORE
| true |
statement
| 103 | 103 | false | false |
[
"JDBC_URL",
"JDBC_TABLE",
"FORMAT_JDBC",
"JDBC_DRIVER",
"JDBC_NUMPARTITIONS",
"BQ_GCS_INPUT_TABLE",
"BQ_GCS_OUTPUT_FORMAT",
"BQ_GCS_OUTPUT_LOCATION",
"BQ_GCS_OUTPUT_MODE",
"COMPRESSION_BZIP2",
"COMPRESSION_DEFLATE",
"COMPRESSION_GZIP",
"COMPRESSION_LZ4",
"COMPRESSION_NONE",
"FORMAT_AVRO",
"FORMAT_AVRO_EXTD",
"FORMAT_BIGQUERY",
"FORMAT_CSV",
"FORMAT_HBASE",
"FORMAT_JSON",
"FORMAT_PRQT",
"FORMAT_TXT",
"GCS_BQ_INPUT_FORMAT",
"GCS_BQ_INPUT_LOCATION",
"GCS_BQ_LD_TEMP_BUCKET_NAME",
"GCS_BQ_OUTPUT_DATASET",
"GCS_BQ_OUTPUT_MODE",
"GCS_BQ_OUTPUT_TABLE",
"GCS_BQ_TEMP_BUCKET",
"GCS_BT_HBASE_CATALOG_JSON",
"GCS_BT_INPUT_FORMAT",
"GCS_BT_INPUT_LOCATION",
"GCS_JDBC_BATCH_SIZE",
"GCS_JDBC_INPUT_FORMAT",
"GCS_JDBC_INPUT_LOCATION",
"GCS_JDBC_OUTPUT_DRIVER",
"GCS_JDBC_OUTPUT_MODE",
"GCS_JDBC_OUTPUT_TABLE",
"GCS_JDBC_OUTPUT_URL",
"HBASE_GCS_CATALOG_JSON",
"HBASE_GCS_OUTPUT_FORMAT",
"HBASE_GCS_OUTPUT_LOCATION",
"HBASE_GCS_OUTPUT_MODE",
"HEADER",
"HIVE_BQ_INPUT_DATABASE",
"HIVE_BQ_INPUT_TABLE",
"HIVE_BQ_LD_TEMP_BUCKET_NAME",
"HIVE_BQ_OUTPUT_DATASET",
"HIVE_BQ_OUTPUT_MODE",
"HIVE_BQ_OUTPUT_TABLE",
"HIVE_GCS_INPUT_DATABASE",
"HIVE_GCS_INPUT_TABLE",
"HIVE_GCS_OUTPUT_FORMAT",
"HIVE_GCS_OUTPUT_LOCATION",
"HIVE_GCS_OUTPUT_MODE",
"INFER_SCHEMA",
"INPUT_COMPRESSION",
"INPUT_DELIMITER",
"JDBC_BATCH_SIZE",
"JDBC_CREATE_TABLE_OPTIONS",
"JDBC_LOWERBOUND",
"JDBC_PARTITIONCOLUMN",
"JDBC_UPPERBOUND",
"JDBCTOGCS_INPUT_DRIVER",
"JDBCTOGCS_INPUT_LOWERBOUND",
"JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"JDBCTOGCS_INPUT_TABLE",
"JDBCTOGCS_INPUT_UPPERBOUND",
"JDBCTOGCS_INPUT_URL",
"JDBCTOGCS_NUMPARTITIONS",
"JDBCTOGCS_OUTPUT_FORMAT",
"JDBCTOGCS_OUTPUT_LOCATION",
"JDBCTOGCS_OUTPUT_MODE",
"JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_DRIVER",
"JDBCTOJDBC_INPUT_LOWERBOUND",
"JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"JDBCTOJDBC_INPUT_TABLE",
"JDBCTOJDBC_INPUT_UPPERBOUND",
"JDBCTOJDBC_INPUT_URL",
"JDBCTOJDBC_NUMPARTITIONS",
"JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"JDBCTOJDBC_OUTPUT_DRIVER",
"JDBCTOJDBC_OUTPUT_MODE",
"JDBCTOJDBC_OUTPUT_TABLE",
"JDBCTOJDBC_OUTPUT_URL",
"OUTPUT_MODE_APPEND",
"OUTPUT_MODE_ERRORIFEXISTS",
"OUTPUT_MODE_IGNORE",
"OUTPUT_MODE_OVERWRITE",
"PROJECT_ID_PROP",
"TABLE",
"TEMP_GCS_BUCKET",
"TEXT_BQ_INPUT_INFERSCHEMA",
"TEXT_BQ_INPUT_LOCATION",
"TEXT_BQ_LD_TEMP_BUCKET_NAME",
"TEXT_BQ_OUTPUT_DATASET",
"TEXT_BQ_OUTPUT_MODE",
"TEXT_BQ_OUTPUT_TABLE",
"TEXT_BQ_TEMP_BUCKET",
"TEXT_INPUT_COMPRESSION",
"TEXT_INPUT_DELIMITER"
] |
[
{
"name": "BQ_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "BQ_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "COMPRESSION_BZIP2",
"type": "statement"
},
{
"name": "COMPRESSION_DEFLATE",
"type": "statement"
},
{
"name": "COMPRESSION_GZIP",
"type": "statement"
},
{
"name": "COMPRESSION_LZ4",
"type": "statement"
},
{
"name": "COMPRESSION_NONE",
"type": "statement"
},
{
"name": "FORMAT_AVRO",
"type": "statement"
},
{
"name": "FORMAT_AVRO_EXTD",
"type": "statement"
},
{
"name": "FORMAT_BIGQUERY",
"type": "statement"
},
{
"name": "FORMAT_CSV",
"type": "statement"
},
{
"name": "FORMAT_HBASE",
"type": "statement"
},
{
"name": "FORMAT_JDBC",
"type": "statement"
},
{
"name": "FORMAT_JSON",
"type": "statement"
},
{
"name": "FORMAT_PRQT",
"type": "statement"
},
{
"name": "FORMAT_TXT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "GCS_BT_HBASE_CATALOG_JSON",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_BT_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_FORMAT",
"type": "statement"
},
{
"name": "GCS_JDBC_INPUT_LOCATION",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "GCS_JDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "HBASE_GCS_CATALOG_JSON",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HBASE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HEADER",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_BQ_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "HIVE_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_DATABASE",
"type": "statement"
},
{
"name": "HIVE_GCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "HIVE_GCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "INFER_SCHEMA",
"type": "statement"
},
{
"name": "INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "INPUT_DELIMITER",
"type": "statement"
},
{
"name": "JDBC_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBC_CREATE_TABLE_OPTIONS",
"type": "statement"
},
{
"name": "JDBC_DRIVER",
"type": "statement"
},
{
"name": "JDBC_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBC_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBC_TABLE",
"type": "statement"
},
{
"name": "JDBC_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBC_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOGCS_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOGCS_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_FORMAT",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_LOCATION",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOGCS_OUTPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_LOWERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_PARTITIONCOLUMN",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_UPPERBOUND",
"type": "statement"
},
{
"name": "JDBCTOJDBC_INPUT_URL",
"type": "statement"
},
{
"name": "JDBCTOJDBC_NUMPARTITIONS",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_BATCH_SIZE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_CREATE_TABLE_OPTION",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_DRIVER",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_MODE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "JDBCTOJDBC_OUTPUT_URL",
"type": "statement"
},
{
"name": "OUTPUT_MODE_APPEND",
"type": "statement"
},
{
"name": "OUTPUT_MODE_ERRORIFEXISTS",
"type": "statement"
},
{
"name": "OUTPUT_MODE_IGNORE",
"type": "statement"
},
{
"name": "OUTPUT_MODE_OVERWRITE",
"type": "statement"
},
{
"name": "PROJECT_ID_PROP",
"type": "statement"
},
{
"name": "TABLE",
"type": "statement"
},
{
"name": "TEMP_GCS_BUCKET",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_INFERSCHEMA",
"type": "statement"
},
{
"name": "TEXT_BQ_INPUT_LOCATION",
"type": "statement"
},
{
"name": "TEXT_BQ_LD_TEMP_BUCKET_NAME",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_DATASET",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_MODE",
"type": "statement"
},
{
"name": "TEXT_BQ_OUTPUT_TABLE",
"type": "statement"
},
{
"name": "TEXT_BQ_TEMP_BUCKET",
"type": "statement"
},
{
"name": "TEXT_INPUT_COMPRESSION",
"type": "statement"
},
{
"name": "TEXT_INPUT_DELIMITER",
"type": "statement"
},
{
"name": "__doc__",
"type": "instance"
},
{
"name": "__file__",
"type": "instance"
},
{
"name": "__name__",
"type": "instance"
},
{
"name": "__package__",
"type": "instance"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.
|
341 | 14 | 12,062 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
parse_args
| true |
function
| 4 | 4 | false | false |
[
"parse_args",
"run",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.
|
342 | 14 | 12,538 |
googlecloudplatform__dataproc-templates
|
d62560011b069690d01cf2db563788bf81029623
|
python/test/jdbc/test_jdbc_to_gcs.py
|
Unknown
|
run
| true |
function
| 4 | 4 | false | false |
[
"run",
"parse_args",
"build",
"get_logger",
"__annotations__",
"__class__",
"__delattr__",
"__dict__",
"__dir__",
"__eq__",
"__format__",
"__getattribute__",
"__hash__",
"__init__",
"__init_subclass__",
"__ne__",
"__new__",
"__reduce__",
"__reduce_ex__",
"__repr__",
"__setattr__",
"__sizeof__",
"__slots__",
"__str__",
"__subclasshook__",
"__doc__",
"__module__"
] |
[
{
"name": "build",
"type": "function"
},
{
"name": "get_logger",
"type": "function"
},
{
"name": "parse_args",
"type": "function"
},
{
"name": "run",
"type": "function"
},
{
"name": "__annotations__",
"type": "statement"
},
{
"name": "__class__",
"type": "property"
},
{
"name": "__delattr__",
"type": "function"
},
{
"name": "__dict__",
"type": "statement"
},
{
"name": "__dir__",
"type": "function"
},
{
"name": "__doc__",
"type": "statement"
},
{
"name": "__eq__",
"type": "function"
},
{
"name": "__format__",
"type": "function"
},
{
"name": "__getattribute__",
"type": "function"
},
{
"name": "__hash__",
"type": "function"
},
{
"name": "__init__",
"type": "function"
},
{
"name": "__init_subclass__",
"type": "function"
},
{
"name": "__module__",
"type": "statement"
},
{
"name": "__ne__",
"type": "function"
},
{
"name": "__new__",
"type": "function"
},
{
"name": "__reduce__",
"type": "function"
},
{
"name": "__reduce_ex__",
"type": "function"
},
{
"name": "__repr__",
"type": "function"
},
{
"name": "__setattr__",
"type": "function"
},
{
"name": "__sizeof__",
"type": "function"
},
{
"name": "__slots__",
"type": "statement"
},
{
"name": "__str__",
"type": "function"
}
] |
"""
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
"""
import mock
import pyspark
from dataproc_templates.jdbc.jdbc_to_gcs import JDBCToGCSTemplate
import dataproc_templates.util.template_constants as constants
class TestJDBCToGCSTemplate:
"""
Test suite for JDBCToGCSTemplate
"""
def test_parse_args1(self):
"""Tests JDBCToGCSTemplate.parse_args()"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append",
"--jdbctogcs.output.partitioncolumn=column"
])
assert parsed_args["jdbctogcs.input.url"] == "url"
assert parsed_args["jdbctogcs.input.driver"] == "driver"
assert parsed_args["jdbctogcs.input.table"] == "table1"
assert parsed_args["jdbctogcs.input.partitioncolumn"] == "column"
assert parsed_args["jdbctogcs.input.lowerbound"] == "1"
assert parsed_args["jdbctogcs.input.upperbound"] == "2"
assert parsed_args["jdbctogcs.numpartitions"] == "5"
assert parsed_args["jdbctogcs.output.location"] == "gs://test"
assert parsed_args["jdbctogcs.output.format"] == "csv"
assert parsed_args["jdbctogcs.output.mode"] == "append"
assert parsed_args["jdbctogcs.output.partitioncolumn"] == "column"
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args2(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write parquet"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=parquet",
"--jdbctogcs.output.mode=overwrite"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_OVERWRITE)
mock_spark_session.dataframe.DataFrame.write.mode().parquet.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args3(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write avro"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=avro",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_APPEND)
mock_spark_session.dataframe.DataFrame.write.mode().format.assert_called_once_with(constants.FORMAT_AVRO)
mock_spark_session.dataframe.DataFrame.write.mode().format().save.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args4(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write csv"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
mock_spark_session.dataframe.DataFrame.write.mode().option.assert_called_once_with(constants.CSV_HEADER, True)
mock_spark_session.dataframe.DataFrame.write.mode().option().csv.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args5(self, mock_spark_session):
"""Tests JDBCToGCSTemplate write json"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.input.partitioncolumn=column",
"--jdbctogcs.input.lowerbound=1",
"--jdbctogcs.input.upperbound=2",
"--jdbctogcs.numpartitions=5",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=json",
"--jdbctogcs.output.mode=ignore"
])
mock_spark_session.read.format().option().option().option().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.run(mock_spark_session, mock_parsed_args)
mock_spark_session.read.format.assert_called_with(constants.FORMAT_JDBC)
mock_spark_session.read.format().option.assert_called_with(constants.JDBC_URL, "url")
mock_spark_session.read.format().option().option.assert_called_with(constants.JDBC_DRIVER, "driver")
mock_spark_session.read.format().option().option().option.assert_called_with(constants.JDBC_TABLE, "table1")
mock_spark_session.read.format().option().option().option().option.assert_called_with(constants.JDBC_PARTITIONCOLUMN, "column")
mock_spark_session.read.format().option().option().option().option().option.assert_called_with(constants.JDBC_LOWERBOUND, "1")
mock_spark_session.read.format().option().option().option().option().option().option.assert_called_with(constants.JDBC_UPPERBOUND, "2")
mock_spark_session.read.format().option().option().option().option().option().option().option.assert_called_with(constants.JDBC_NUMPARTITIONS, "5")
mock_spark_session.read.format().option().option().option().option().option().option().option().load()
mock_spark_session.dataframe.DataFrame.write.mode.assert_called_once_with(constants.OUTPUT_MODE_IGNORE)
#mock_spark_session.dataframe.DataFrame.write.mode().json.assert_called_once_with("gs://test")
@mock.patch.object(pyspark.sql, 'SparkSession')
def test_run_pass_args6(self, mock_spark_session):
"""Tests JDBCToGCSTemplate pass args"""
jdbc_to_gcs_template = JDBCToGCSTemplate()
mock_parsed_args = jdbc_to_gcs_template.parse_args(
["--jdbctogcs.input.url=url",
"--jdbctogcs.input.driver=driver",
"--jdbctogcs.input.table=table1",
"--jdbctogcs.output.location=gs://test",
"--jdbctogcs.output.format=csv",
"--jdbctogcs.output.mode=append"
])
mock_spark_session.read.format().option().option().option().option().load.return_value = mock_spark_session.dataframe.DataFrame
jdbc_to_gcs_template.
|
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