Update Integration.py

Integration.py

@@ -50,7 +50,8 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                         "PlayerFromID": Value("float"),
                         "PlayerToID": Value("float"),
                         "Time": Value("string"),
-                        "MatchEventAttribute": Value("float"),
+                        "MatchEventAttribute": Value("string"), # contains both nan (float) and string, so use string to
+                        # accommadate both
                     })),
                     "2-Second Half": Sequence(Features({
                         "Event": Value("string"),
@@ -62,7 +63,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                         "PlayerFromID": Value("float"),
                         "PlayerToID": Value("float"),
                         "Time": Value("string"),
-                        "MatchEventAttribute": Value("float"),
+                        "MatchEventAttribute": Value("string"),
                     })),
                     "3-Extra Time First Half": Sequence(Features({
                         "Event": Value("string"),
@@ -74,7 +75,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                         "PlayerFromID": Value("float"),
                         "PlayerToID": Value("float"),
                         "Time": Value("string"),
-                        "MatchEventAttribute": Value("float"),
+                        "MatchEventAttribute": Value("string"),
                     })),
                     "4-Extra Time Second Half": Sequence(Features({
                         "Event": Value("string"),
@@ -86,7 +87,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                         "PlayerFromID": Value("float"),
                         "PlayerToID": Value("float"),
                         "Time": Value("string"),
-                        "MatchEventAttribute": Value("float"),
+                        "MatchEventAttribute": Value("string"),
                     })),
                     "5-Penalty Shootout": Sequence(Features({
                         "Event": Value("string"),
@@ -98,7 +99,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
                         "PlayerFromID": Value("float"),
                         "PlayerToID": Value("float"),
                         "Time": Value("string"),
-                        "MatchEventAttribute": Value("float"),
+                        "MatchEventAttribute": Value("string"),
                     })),
                 }),
                 "TeamLineUps": Features({
@@ -557,8 +558,6 @@ class Euro2020Dataset(GeneratorBasedBuilder):
             for id, row in enumerate(reader):
                 
                 match_event_str = row["MatchEvent"]
-                match_event_str = match_event_str.replace("Incident=NoPenalty,Reason=HandBall,Status=SilentCheck", 
-                                                          "Incident: NoPenalty,Reason: HandBall,Status: SilentCheck")
                 #match_event_replaced = match_event_str.replace("'", '"')
                 #match_event_replaced = match_event_str.replace(": nan: ", ": None: ")
                 match_event = yaml.safe_load(match_event_str)