Update Integration.py

Integration.py

@@ -72,7 +72,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                         "PlayerToID": Value("float"),
                         "Time": Value("string"),
                         "MatchEventAttribute": Value("float"),
-                    }), default = []),
+                    })),
                     "4-Extra Time Second Half": Sequence(Features({
                         "Event": Value("string"),
                         "Minute": Value("int64"),
@@ -84,7 +84,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                         "PlayerToID": Value("float"),
                         "Time": Value("string"),
                         "MatchEventAttribute": Value("float"),
-                    }), default = []),
+                    })),
                     "5-Penalty Shootout": Sequence(Features({
                         "Event": Value("string"),
                         "Minute": Value("int64"),
@@ -96,7 +96,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                         "PlayerToID": Value("float"),
                         "Time": Value("string"),
                         "MatchEventAttribute": Value("float"),
-                    }), default = []),
+                    })),
                 }),
                 "TeamLineUps": Features({
                     "HomeTeamLineUp": Features({
@@ -552,6 +552,16 @@ class Euro2020Dataset(GeneratorBasedBuilder):
         with open(filepath, encoding="utf-8") as f:
             reader = csv.DictReader(f)
             for id, row in enumerate(reader):
+                match_event = row["MatchEvent"]
+
+            # Process each match event to ensure all expected keys exist
+                match_event_processed = {
+                "1-First Half": match_event.get("1-First Half", []),
+                "2-Second Half": match_event.get("2-Second Half", []),
+                "3-Extra Time First Half": match_event.get("3-Extra Time First Half", []),
+                "4-Extra Time Second Half": match_event.get("4-Extra Time Second Half", []),
+                "5-Penalty Shootout": match_event.get("5-Penalty Shootout", []),
+            }
                 yield id, {
                     "HomeTeamName": row["HomeTeamName"],
                     "AwayTeamName": row["AwayTeamName"],
@@ -578,7 +588,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                     "Humidity": row["Humidity"],
                     "Temperature": row["Temperature"],
                     "WindSpeed": row["WindSpeed"],
-                    "MatchEvent": row["MatchEvent"],
+                    "MatchEvent": match_event_processed,
                     "TeamLineUps": row["TeamLineUps"],
                     "TeamStats": row["TeamStats"],
                     "PlayerStats": row["PlayerStats"],