Update Integration

Integration

@@ -4,7 +4,7 @@ import pandas as pd
 class Euro2020Dataset(DatasetBuilder):
     VERSION = "1.0.0" 
 
-    #def _info(self):
+    def _info(self):
         return DatasetInfo(
             description="Your dataset description here.",
             features=Features({
@@ -109,28 +109,46 @@ class Euro2020Dataset(DatasetBuilder):
         # Since the final processed dataset is a single CSV file that combines the content from numerous rows to only 51 rows,
         # with each row representing the information of each game, I will just use a single 'train' split and no need for test / validation.
         
-        filepath = "/Users/chuhanguo/Desktop/Winter 2024/STA 663/Euro2020.csv"
+        path = "/Users/chuhanguo/Desktop/Winter 2024/STA 663/Euro2020.csv"
     
         return [
             SplitGenerator(
                 name="train",
-                gen_kwargs={"filepath": filepath}
+                gen_kwargs={"filepath": path}
             ),
         ]
 
-    #def _generate_examples(self, filepath):
-        #Here we read the CSV file and yield examples
-        #data = pd.read_csv(filepath)
-        #for idx, row in data.iterrows():
-            #yield idx, {
-                #"PlayerID": row["PlayerID"],
-                #"PlayerName": row["PlayerName"],
-                #"PlayerSurname": row["PlayerSurname"],
-                #"IsGoalkeeper": row["IsGoalkeeper"],
-                #"PlayedTime": row["PlayedTime"],
-                #"StatsID": row["StatsID"],
-                #"StatsName": row["StatsName"],
-                #"Value": row["Value"],
-                #"Rank": row["Rank"],
-                # Make sure to include all fields defined in _info
-            #}
+    def _generate_examples(self, path):
+        data = pd.read_csv(path)
+        for idx, row in data.iterrows():
+            yield idx, {
+                "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"],
+                "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"],
+            }