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.gitattributes

@@ -59,3 +59,6 @@ validation.xlsx filter=lfs diff=lfs merge=lfs -text
 test.json filter=lfs diff=lfs merge=lfs -text
 train.json filter=lfs diff=lfs merge=lfs -text
 validation.json filter=lfs diff=lfs merge=lfs -text
+test.jsonl filter=lfs diff=lfs merge=lfs -text
+train.jsonl filter=lfs diff=lfs merge=lfs -text
+validation.jsonl filter=lfs diff=lfs merge=lfs -text

recognasumm.py

@@ -0,0 +1,93 @@
+import csv
+import json
+import os
+
+import datasets
+
+_CITATION = """\
+Coming soon
+}
+"""
+
+_DESCRIPTION = """\
+RecognaSumm is a novel and comprehensive database specifically designed for the task of automatic text summarization in Portuguese. RecognaSumm stands out due to its diverse origin, composed of news collected from a variety of information sources, including agencies and online news portals. The database was constructed using web scraping techniques and careful curation, re sulting in a rich and representative collection of documents covering various topics and journalis tic styles. The creation of RecognaSumm aims to fill a significant void in Portuguese language summarization research, providing a training and evaluation foundation that can be used for the development and enhancement of automated summarization models.
+"""
+
+_HOMEPAGE = ""
+
+_LICENSE = "mit"
+
+class RecognaSumm(datasets.GeneratorBasedBuilder):
+
+    VERSION = datasets.Version("1.0.0")
+
+    BUILDER_CONFIGS = [
+        datasets.BuilderConfig(name="default", version=VERSION, description="Default setup of dataset"),
+    ]
+
+    DEFAULT_CONFIG_NAME = "default" 
+
+    def _info(self):
+      
+        features = datasets.Features(
+             {
+                 "index": datasets.Value("int"),
+                 "Titulo": datasets.Value("string"),
+                 "Subtitulo": datasets.Value("string"),
+                 "Noticia": datasets.Value("string"),
+                 "Categoria": datasets.Value("string"),
+                 "Autor": datasets.Value("string"),
+                 "Data": datasets.Value("string"),
+                 "URL": datasets.Value("string"),
+                 "Autor_corrigido": datasets.Value("string"),
+                 "Sumario": datasets.Value("string"),
+             }
+        )
+
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=features,  
+            homepage=_HOMEPAGE,
+            license=_LICENSE,
+            citation=_CITATION,
+        )
+
+    def _split_generators(self, dl_manager):
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={
+                    "filepath": "train.jsonl",
+                    "split": "train",
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.VALIDATION,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={
+                    "filepath": "validation.jsonl",
+                    "split": "validation",
+                },
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST,
+                # These kwargs will be passed to _generate_examples
+                gen_kwargs={
+                    "filepath": "test.jsonl",
+                    "split": "test"
+                },
+            ),
+        ]
+
+    # method parameters are unpacked from `gen_kwargs` as given in `_split_generators`
+    def _generate_examples(self, filepath, split):
+        with open(filepath, encoding="utf-8") as f:
+            for key, row in enumerate(f):
+                data = json.loads(row)
+                yield key, {
+                    "index": data["index"],
+                    "Noticia": data["Noticia"],
+                    "Sumario": data["Sumario"]
+                }
+  

test.jsonl

@@ -0,0 +1,3 @@
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+oid sha256:7c3b747956f856da20925156b7aa8a1d54b7091d3c24382076464fd4b957e4c1
+size 95999004

train.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:925f2ab858ccbe99bfa4e5d7e7ea7adafb4d75a5b0498d6f90ac4cffd5233bc9
+size 288582909

validation.jsonl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:24baaf963b74205ea9633e74f2efd015a906365e3de2e7c3d531cc64e54ef8e7
+size 95284358