The previous commits broke PROPOR2024, now it is fixed

aes_enem_dataset.py

@@ -81,6 +81,15 @@ CSV_HEADER = [
     "essay_year",
 ]
 
+CSV_HEADERPROPOR = [
+    "id",
+    "id_prompt",
+    "title",
+    "essay",
+    "grades",
+    "essay_year",
+]
+
 SOURCE_A_DESC = """
 Source A have 860 essays available from August 2015 to March 2020.
 For each month of that period, a new prompt together with supporting texts were given, and the graded essays from the previous month were made available.
@@ -405,27 +414,41 @@ class AesEnemDataset(datasets.GeneratorBasedBuilder):
 
     # 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 csvfile:
-            next(csvfile)
-            csv_reader = csv.DictReader(csvfile, fieldnames=CSV_HEADER)
-            for i, row in enumerate(csv_reader):
-                grades = row["grades"].strip("[]")
-                if self.config.name == "PROPOR2024":
-                    grades = grades.strip().split()
-                else:
+        if self.config.name == "PROPOR2024":
+            with open(filepath, encoding="utf-8") as csvfile:
+                next(csvfile)
+                csv_reader = csv.DictReader(csvfile, fieldnames=CSV_HEADERPROPOR)
+                for i, row in enumerate(csv_reader):
+                    grades = row["grades"].strip("[]")
+                    grades = grades.split()
+                    yield i, {
+                        "id": row["id"],
+                        "id_prompt": row["id_prompt"],
+                        "essay_title": row["title"],
+                        "essay_text": row["essay"],
+                        "grades": grades,
+                        "essay_year": row["essay_year"],
+                    }
+        else:
+            with open(filepath, encoding="utf-8") as csvfile:
+                next(csvfile)
+                csv_reader = csv.DictReader(csvfile, fieldnames=CSV_HEADER)
+                for i, row in enumerate(csv_reader):
+                    grades = row["grades"].strip("[]")
                     grades = grades.split(", ")
-                yield i, {
-                    "id": row["id"],
-                    "id_prompt": row["id_prompt"],
-                    "prompt": row['prompt'],
-                    "supporting_text": row["supporting_text"],
-                    "essay_title": row["title"],
-                    "essay_text": row["essay"],
-                    "grades": grades,
-                    "essay_year": row["essay_year"],
-                    "general_comment": row["general"],
-                    "specific_comment": row["specific"],
-                }
+                    yield i, {
+                        "id": row["id"],
+                        "id_prompt": row["id_prompt"],
+                        "prompt": row['prompt'],
+                        "supporting_text": row["supporting_text"],
+                        "essay_title": row["title"],
+                        "essay_text": row["essay"],
+                        "grades": grades,
+                        "essay_year": row["essay_year"],
+                        "general_comment": row["general"],
+                        "specific_comment": row["specific"],
+                    }
+            
 
 
 class HTMLParser:
@@ -596,7 +619,7 @@ class HTMLParser:
                     span.decompose()
                 result = table.find_all("p")
                 result = " ".join(
-                    [paragraph.get_text().strip() for paragraph in result]
+                    [paragraph.get_text().replace("\xa0","").strip() for paragraph in result]
                 )
             return result