Update Integration.py

Integration.py

@@ -536,7 +536,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
         )
 
     def _split_generators(self, dl_manager):
-        file_url = "https://drive.google.com/uc?id=1ddg7AISnXyXLfWaXBoLdwU8p0PbdehCY"
+        file_url = "https://drive.google.com/uc?id=1QiF2WnnI2cxFDpLoetabx9Pe-DgUuV81"
 #1RKoAQwq68LASd4ret_OKYUkF4B4m6hnu
         downloaded_file = dl_manager.download(file_url)
         #dl_path = dl_manager.download_and_extract({'train_csv': file_url})
@@ -549,14 +549,18 @@ class Euro2020Dataset(GeneratorBasedBuilder):
         ]
 
     # Increase the maximum field size limit
-    csv.field_size_limit(sys.maxsize)
+    #csv.field_size_limit(sys.maxsize)
 
     def _generate_examples(self, filepath):
-        #fobj = tf.io.gfile.GFile(filepath)
-        #reader = csv.DictReader(fobj)
-        with open(filepath, encoding="utf-8") as f:
-            reader = json.load(f)
-            for id, row in enumerate(reader):
+        df = pd.read_parquet(filepath)
+        for id, row in df.iterrows():
+        # 'id' here is the index of the row in the DataFrame
+        # 'row' is a Pandas Series object representing the row data
+        # Directly yield the id and row.to_dict() if the DataFrame structure matches the desired output
+        yield id, row.to_dict()
+        #with open(filepath, encoding="utf-8") as f:
+            #reader = pd.read_parquet(f)
+            #for id, row in enumerate(reader):
                 
                 #match_event_str = row["MatchEvent"]
                 #match_event_replaced = match_event_str.replace("'", '"')
@@ -583,36 +587,36 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                 #pre_match_replaced = pre_match_replaced.replace(": nan", ": null")
                 #pre_match_info = yaml.safe_load(pre_match_str)
                 
-                yield id, {
-                    "HomeTeamName": row["HomeTeamName"],
-                    "AwayTeamName": row["AwayTeamName"],
-                    "DateandTimeCET": row["DateandTimeCET"],
-                    "MatchID": row["MatchID"],
-                    "RoundName": row["RoundName"],
-                    "Stage": row["Stage"],
-                    "MatchDay": row["MatchDay"],
-                    "Session": row["Session"],
-                    "MatchMinute": row["MatchMinute"],
-                    "InjuryTime": row["InjuryTime"],
-                    "NumberOfPhases": row["NumberOfPhases"],
-                    "Phase": row["Phase"],
-                    "ScoreHome": row["ScoreHome"],
-                    "ScoreAway": row["ScoreAway"],
-                    "MatchStatus": row["MatchStatus"],
-                    "StadiumID": row["StadiumID"],
-                    "RefereeWebName": row["RefereeWebName"],
-                    "NumberofMatchesRefereedPostMatch": row["NumberofMatchesRefereedPostMatch"],
-                    "TotalNumberofMatchesRefereed": row["TotalNumberofMatchesRefereed"],
-                    "NumberofMatchesRefereedinGroupStage": row["NumberofMatchesRefereedinGroupStage"],
-                    "NumberofMatchesRefereedinKnockoutStage": row["NumberofMatchesRefereedinKnockoutStage"],
-                    "AssistantRefereeWebName": row["AssistantRefereeWebName"],
-                    "Humidity": row["Humidity"],
-                    "Temperature": row["Temperature"],
-                    "WindSpeed": row["WindSpeed"],
-                    "MatchEvent": row["MatchEvent"],
-                    "TeamLineUps": row["TeamLineUps"],
-                    "TeamStats": row["TeamStats"],
-                    "PlayerStats": row["PlayerStats"],
-                    "PlayerPreMatchInfo": row["PlayerPreMatchInfo"],
+                #yield id, {
+                    #"HomeTeamName": row["HomeTeamName"],
+                    #"AwayTeamName": row["AwayTeamName"],
+                    #"DateandTimeCET": row["DateandTimeCET"],
+                    #"MatchID": row["MatchID"],
+                    #"RoundName": row["RoundName"],
+                    #"Stage": row["Stage"],
+                    #"MatchDay": row["MatchDay"],
+                    #"Session": row["Session"],
+                    #"MatchMinute": row["MatchMinute"],
+                    #"InjuryTime": row["InjuryTime"],
+                    #"NumberOfPhases": row["NumberOfPhases"],
+                    #"Phase": row["Phase"],
+                    #"ScoreHome": row["ScoreHome"],
+                    #"ScoreAway": row["ScoreAway"],
+                    #"MatchStatus": row["MatchStatus"],
+                    #"StadiumID": row["StadiumID"],
+                    #"RefereeWebName": row["RefereeWebName"],
+                    #"NumberofMatchesRefereedPostMatch": row["NumberofMatchesRefereedPostMatch"],
+                    #"TotalNumberofMatchesRefereed": row["TotalNumberofMatchesRefereed"],
+                    #"NumberofMatchesRefereedinGroupStage": row["NumberofMatchesRefereedinGroupStage"],
+                    #"NumberofMatchesRefereedinKnockoutStage": row["NumberofMatchesRefereedinKnockoutStage"],
+                    #"AssistantRefereeWebName": row["AssistantRefereeWebName"],
+                    #"Humidity": row["Humidity"],
+                    #"Temperature": row["Temperature"],
+                    #"WindSpeed": row["WindSpeed"],
+                    #"MatchEvent": row["MatchEvent"],
+                    #"TeamLineUps": row["TeamLineUps"],
+                    #"TeamStats": row["TeamStats"],
+                    #"PlayerStats": row["PlayerStats"],
+                    #"PlayerPreMatchInfo": row["PlayerPreMatchInfo"],
                 }