Commit
•
99638f9
1
Parent(s):
221733a
Update Integration.py
Browse files- Integration.py +137 -137
Integration.py
CHANGED
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@@ -1,4 +1,4 @@
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-
from datasets import Dataset, GeneratorBasedBuilder, DatasetInfo, Features, Value, SplitGenerator
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import pandas as pd
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import tensorflow as tf
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import csv
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@@ -38,9 +38,9 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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"MatchEvent": Features({
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"1-First Half": Sequence(Features({
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"Event": Value("string"),
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-
"Minute": Value("
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-
"Phase": Value("
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-
"InjuryMinute": Value("
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"TeamFromID": Value("float"),
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"TeamToID": Value("float"),
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"PlayerFromID": Value("float"),
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@@ -50,9 +50,9 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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})),
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"2-Second Half": Sequence(Features({
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"Event": Value("string"),
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-
"Minute": Value("
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"Phase": Value("
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"InjuryMinute": Value("
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"TeamFromID": Value("float"),
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"TeamToID": Value("float"),
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"PlayerFromID": Value("float"),
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@@ -62,9 +62,9 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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})),
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"3-Extra Time First Half": Sequence(Features({
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"Event": Value("string"),
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"Minute": Value("
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"Phase": Value("
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"InjuryMinute": Value("
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"TeamFromID": Value("float"),
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"TeamToID": Value("float"),
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"PlayerFromID": Value("float"),
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@@ -74,9 +74,9 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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})),
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"4-Extra Time Second Half": Sequence(Features({
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"Event": Value("string"),
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"Minute": Value("
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"Phase": Value("
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"InjuryMinute": Value("
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"TeamFromID": Value("float"),
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"TeamToID": Value("float"),
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"PlayerFromID": Value("float"),
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@@ -86,9 +86,9 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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})),
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"5-Penalty Shootout": Sequence(Features({
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"Event": Value("string"),
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"Minute": Value("
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"Phase": Value("
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"InjuryMinute": Value("
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"TeamFromID": Value("float"),
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"TeamToID": Value("float"),
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"PlayerFromID": Value("float"),
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@@ -97,11 +97,11 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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"MatchEventAttribute": Value("float"),
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})),
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}),
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-
"TeamLineUps":
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"HomeTeamLineUp": Features({
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"Starting11": Sequence(Features({
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"Country": Value("string"),
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"ID": Value("
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"OfficialName": Value("string"),
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"OfficialSurname": Value("string"),
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"ShortName": Value("string"),
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@@ -117,7 +117,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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})),
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"Benched Players": Sequence(Features({
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"Country": Value("string"),
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"ID": Value("
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"OfficialName": Value("string"),
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"OfficialSurname": Value("string"),
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"ShortName": Value("string"),
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@@ -133,7 +133,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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})),
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"Staff": Sequence(Features({
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"Country": Value("string"),
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"ID": Value("
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"OfficialName": Value("string"),
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"OfficialSurname": Value("string"),
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"ShortName": Value("string"),
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@@ -143,7 +143,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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"AwayTeamLineUps": Features({
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"Starting11": Sequence(Features({
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"Country": Value("string"),
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-
"ID": Value("
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"OfficialName": Value("string"),
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"OfficialSurname": Value("string"),
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"ShortName": Value("string"),
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@@ -159,7 +159,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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})),
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"Benched Players": Sequence(Features({
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"Country": Value("string"),
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-
"ID": Value("
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"OfficialName": Value("string"),
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"OfficialSurname": Value("string"),
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"ShortName": Value("string"),
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@@ -175,7 +175,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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})),
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"Staff": Sequence(Features({
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"Country": Value("string"),
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-
"ID": Value("
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"OfficialName": Value("string"),
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"OfficialSurname": Value("string"),
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"ShortName": Value("string"),
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@@ -186,322 +186,322 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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"TeamStats": Features({
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"HomeTeamStats": Features({
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"attacking": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("int"),
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"possession": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"violation&foul&discipline": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"goalkeeping": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"defending": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"coverage&speed": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"time stats": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"matches played": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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}),
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AwayTeamStats: Features({
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"attacking": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"possession": Sequence(Features({
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-
"TeamID": Value("
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"TeamName": Value("string"),
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-
"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"violation&foul&discipline": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"goalkeeping": Sequence(Features({
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-
"TeamID": Value("
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"TeamName": Value("string"),
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-
"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"defending": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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-
"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"coverage&speed": Sequence(Features({
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"TeamID": Value("
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"TeamName": Value("string"),
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-
"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"time stats": Sequence(Features({
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-
"TeamID": Value("
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"TeamName": Value("string"),
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-
"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"matches played": Sequence(Features({
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-
"TeamID": Value("
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"TeamName": Value("string"),
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-
"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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}),
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}),
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"PlayerStats": Features({
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"HomeTeamPlayerStats": Features({
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"attacking": Sequence(Features({
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"PlayerID": Value("
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"PlayerName": Value("string"),
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"PlayerSurname": Value("string"),
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"IsGoalkeeper": Value("bool"),
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"PlayedTime": Value("
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| 328 |
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"posession": Sequence(Features({
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"PlayerID": Value("
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"PlayerName": Value("string"),
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"PlayerSurname": Value("string"),
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"IsGoalkeeper": Value("bool"),
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"PlayedTime": Value("
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| 339 |
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"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"violation&foul&discipline": Sequence(Features({
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| 345 |
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"PlayerID": Value("
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"PlayerName": Value("string"),
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"PlayerSurname": Value("string"),
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"IsGoalkeeper": Value("bool"),
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| 349 |
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"PlayedTime": Value("
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| 350 |
-
"StatsID": Value("
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| 351 |
"StatsName": Value("string"),
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"Value": Value("string"),
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| 353 |
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"Rank": Value("
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})),
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"goalkeeping": Sequence(Features({
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| 356 |
-
"PlayerID": Value("
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"PlayerName": Value("string"),
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| 358 |
"PlayerSurname": Value("string"),
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| 359 |
"IsGoalkeeper": Value("bool"),
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| 360 |
-
"PlayedTime": Value("
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| 361 |
-
"StatsID": Value("
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| 362 |
"StatsName": Value("string"),
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"Value": Value("string"),
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| 364 |
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"Rank": Value("
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})),
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"defending": Sequence(Features({
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| 367 |
-
"PlayerID": Value("
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| 368 |
"PlayerName": Value("string"),
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| 369 |
"PlayerSurname": Value("string"),
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| 370 |
"IsGoalkeeper": Value("bool"),
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| 371 |
-
"PlayedTime": Value("
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| 372 |
-
"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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"Rank": Value("
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})),
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"player_coverage_speed": Sequence(Features({
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| 378 |
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"PlayerID": Value("
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| 379 |
"PlayerName": Value("string"),
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| 380 |
"PlayerSurname": Value("string"),
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| 381 |
"IsGoalkeeper": Value("bool"),
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| 382 |
-
"PlayedTime": Value("
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| 383 |
-
"StatsID": Value("
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| 384 |
"StatsName": Value("string"),
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"Value": Value("string"),
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| 386 |
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"Rank": Value("
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})),
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"player_time_stats": Sequence(Features({
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| 389 |
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"PlayerID": Value("
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"PlayerName": Value("string"),
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"PlayerSurname": Value("string"),
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| 392 |
"IsGoalkeeper": Value("bool"),
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| 393 |
-
"PlayedTime": Value("
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| 394 |
-
"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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| 397 |
-
"Rank": Value("
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})),
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"matches played": Sequence(Features({
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| 400 |
-
"PlayerID": Value("
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"PlayerName": Value("string"),
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"PlayerSurname": Value("string"),
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"IsGoalkeeper": Value("bool"),
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| 404 |
-
"PlayedTime": Value("
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| 405 |
-
"StatsID": Value("
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"StatsName": Value("string"),
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"Value": Value("string"),
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| 408 |
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"Rank": Value("
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})),
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}),
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"AwayTeamPlayerStats": Features({
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"attacking": Sequence(Features({
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| 413 |
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"PlayerID": Value("
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"PlayerName": Value("string"),
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| 415 |
"PlayerSurname": Value("string"),
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| 416 |
"IsGoalkeeper": Value("bool"),
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| 417 |
-
"PlayedTime": Value("
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| 418 |
-
"StatsID": Value("
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| 419 |
"StatsName": Value("string"),
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"Value": Value("string"),
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| 421 |
-
"Rank": Value("
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})),
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"posession": Sequence(Features({
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| 424 |
-
"PlayerID": Value("
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"PlayerName": Value("string"),
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| 426 |
"PlayerSurname": Value("string"),
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| 427 |
"IsGoalkeeper": Value("bool"),
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| 428 |
-
"PlayedTime": Value("
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| 429 |
-
"StatsID": Value("
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| 430 |
"StatsName": Value("string"),
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"Value": Value("string"),
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| 432 |
-
"Rank": Value("
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})),
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| 434 |
"violation&foul&discipline": Sequence(Features({
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| 435 |
-
"PlayerID": Value("
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| 436 |
"PlayerName": Value("string"),
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| 437 |
"PlayerSurname": Value("string"),
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| 438 |
"IsGoalkeeper": Value("bool"),
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| 439 |
-
"PlayedTime": Value("
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| 440 |
-
"StatsID": Value("
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| 441 |
"StatsName": Value("string"),
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| 442 |
"Value": Value("string"),
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| 443 |
-
"Rank": Value("
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| 444 |
})),
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| 445 |
"goalkeeping": Sequence(Features({
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| 446 |
-
"PlayerID": Value("
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| 447 |
"PlayerName": Value("string"),
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| 448 |
"PlayerSurname": Value("string"),
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| 449 |
"IsGoalkeeper": Value("bool"),
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| 450 |
-
"PlayedTime": Value("
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| 451 |
-
"StatsID": Value("
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| 452 |
"StatsName": Value("string"),
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| 453 |
"Value": Value("string"),
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| 454 |
-
"Rank": Value("
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| 455 |
})),
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| 456 |
"defending": Sequence(Features({
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| 457 |
-
"PlayerID": Value("
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| 458 |
"PlayerName": Value("string"),
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| 459 |
"PlayerSurname": Value("string"),
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| 460 |
"IsGoalkeeper": Value("bool"),
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| 461 |
-
"PlayedTime": Value("
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| 462 |
-
"StatsID": Value("
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| 463 |
"StatsName": Value("string"),
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| 464 |
"Value": Value("string"),
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| 465 |
-
"Rank": Value("
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| 466 |
})),
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| 467 |
"player_coverage_speed": Sequence(Features({
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| 468 |
-
"PlayerID": Value("
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| 469 |
"PlayerName": Value("string"),
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| 470 |
"PlayerSurname": Value("string"),
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| 471 |
"IsGoalkeeper": Value("bool"),
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| 472 |
-
"PlayedTime": Value("
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| 473 |
-
"StatsID": Value("
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| 474 |
"StatsName": Value("string"),
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| 475 |
"Value": Value("string"),
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| 476 |
-
"Rank": Value("
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| 477 |
})),
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| 478 |
"player_time_stats": Sequence(Features({
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| 479 |
-
"PlayerID": Value("
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| 480 |
"PlayerName": Value("string"),
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| 481 |
"PlayerSurname": Value("string"),
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| 482 |
"IsGoalkeeper": Value("bool"),
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| 483 |
-
"PlayedTime": Value("
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| 484 |
-
"StatsID": Value("
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| 485 |
"StatsName": Value("string"),
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| 486 |
"Value": Value("string"),
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| 487 |
-
"Rank": Value("
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| 488 |
})),
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| 489 |
"matches played": Sequence(Features({
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| 490 |
-
"PlayerID": Value("
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| 491 |
"PlayerName": Value("string"),
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| 492 |
"PlayerSurname": Value("string"),
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| 493 |
"IsGoalkeeper": Value("bool"),
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| 494 |
-
"PlayedTime": Value("
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| 495 |
-
"StatsID": Value("
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| 496 |
"StatsName": Value("string"),
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| 497 |
"Value": Value("string"),
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| 498 |
-
"Rank": Value("
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| 499 |
})),
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}),
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}),
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"PlayerPreMatchInfo": Features({
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"HomeTeamPlayerInfo": Sequence(Features({
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| 504 |
-
"PlayerID": Value("
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| 505 |
"OfficialName": Value("string"),
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| 506 |
"OfficialSurname": Value("string"),
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| 507 |
"JerseyName": Value("string"),
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@@ -512,7 +512,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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"Role": Value("string"),
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})),
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| 514 |
"AwayTeamPlayerInfo": Sequence(Features({
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| 515 |
-
"PlayerID": Value("
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| 516 |
"OfficialName": Value("string"),
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| 517 |
"OfficialSurname": Value("string"),
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| 518 |
"JerseyName": Value("string"),
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@@ -530,7 +530,7 @@ class Euro2020Dataset(GeneratorBasedBuilder):
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citation="Optional citation"
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)
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| 532 |
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| 533 |
-
def _split_generators(self, dl_manager
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| 534 |
file_url = "https://drive.google.com/uc?id=1RKoAQwq68LASd4ret_OKYUkF4B4m6hnu"
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| 535 |
downloaded_file = dl_manager.download(file_url)
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| 536 |
#dl_path = dl_manager.download_and_extract({'train_csv': file_url})
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|
| 1 |
+
from datasets import Dataset, GeneratorBasedBuilder, DatasetInfo, Features, Value, SplitGenerator, Sequence
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| 2 |
import pandas as pd
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| 3 |
import tensorflow as tf
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| 4 |
import csv
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|
| 38 |
"MatchEvent": Features({
|
| 39 |
"1-First Half": Sequence(Features({
|
| 40 |
"Event": Value("string"),
|
| 41 |
+
"Minute": Value("int64"),
|
| 42 |
+
"Phase": Value("int64"),
|
| 43 |
+
"InjuryMinute": Value("int64"),
|
| 44 |
"TeamFromID": Value("float"),
|
| 45 |
"TeamToID": Value("float"),
|
| 46 |
"PlayerFromID": Value("float"),
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|
| 50 |
})),
|
| 51 |
"2-Second Half": Sequence(Features({
|
| 52 |
"Event": Value("string"),
|
| 53 |
+
"Minute": Value("int64"),
|
| 54 |
+
"Phase": Value("int64"),
|
| 55 |
+
"InjuryMinute": Value("int64"),
|
| 56 |
"TeamFromID": Value("float"),
|
| 57 |
"TeamToID": Value("float"),
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| 58 |
"PlayerFromID": Value("float"),
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|
| 62 |
})),
|
| 63 |
"3-Extra Time First Half": Sequence(Features({
|
| 64 |
"Event": Value("string"),
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| 65 |
+
"Minute": Value("int64"),
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| 66 |
+
"Phase": Value("int64"),
|
| 67 |
+
"InjuryMinute": Value("int64"),
|
| 68 |
"TeamFromID": Value("float"),
|
| 69 |
"TeamToID": Value("float"),
|
| 70 |
"PlayerFromID": Value("float"),
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|
| 74 |
})),
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| 75 |
"4-Extra Time Second Half": Sequence(Features({
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| 76 |
"Event": Value("string"),
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| 77 |
+
"Minute": Value("int64"),
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| 78 |
+
"Phase": Value("int64"),
|
| 79 |
+
"InjuryMinute": Value("int64"),
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| 80 |
"TeamFromID": Value("float"),
|
| 81 |
"TeamToID": Value("float"),
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| 82 |
"PlayerFromID": Value("float"),
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|
| 86 |
})),
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| 87 |
"5-Penalty Shootout": Sequence(Features({
|
| 88 |
"Event": Value("string"),
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| 89 |
+
"Minute": Value("int64"),
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| 90 |
+
"Phase": Value("int64"),
|
| 91 |
+
"InjuryMinute": Value("int64"),
|
| 92 |
"TeamFromID": Value("float"),
|
| 93 |
"TeamToID": Value("float"),
|
| 94 |
"PlayerFromID": Value("float"),
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|
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|
| 97 |
"MatchEventAttribute": Value("float"),
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| 98 |
})),
|
| 99 |
}),
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| 100 |
+
"TeamLineUps": Features({
|
| 101 |
"HomeTeamLineUp": Features({
|
| 102 |
"Starting11": Sequence(Features({
|
| 103 |
"Country": Value("string"),
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| 104 |
+
"ID": Value("int64"),
|
| 105 |
"OfficialName": Value("string"),
|
| 106 |
"OfficialSurname": Value("string"),
|
| 107 |
"ShortName": Value("string"),
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|
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|
| 117 |
})),
|
| 118 |
"Benched Players": Sequence(Features({
|
| 119 |
"Country": Value("string"),
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| 120 |
+
"ID": Value("int64"),
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| 121 |
"OfficialName": Value("string"),
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| 122 |
"OfficialSurname": Value("string"),
|
| 123 |
"ShortName": Value("string"),
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|
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|
| 133 |
})),
|
| 134 |
"Staff": Sequence(Features({
|
| 135 |
"Country": Value("string"),
|
| 136 |
+
"ID": Value("int64"),
|
| 137 |
"OfficialName": Value("string"),
|
| 138 |
"OfficialSurname": Value("string"),
|
| 139 |
"ShortName": Value("string"),
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|
|
|
| 143 |
"AwayTeamLineUps": Features({
|
| 144 |
"Starting11": Sequence(Features({
|
| 145 |
"Country": Value("string"),
|
| 146 |
+
"ID": Value("int64"),
|
| 147 |
"OfficialName": Value("string"),
|
| 148 |
"OfficialSurname": Value("string"),
|
| 149 |
"ShortName": Value("string"),
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|
|
|
| 159 |
})),
|
| 160 |
"Benched Players": Sequence(Features({
|
| 161 |
"Country": Value("string"),
|
| 162 |
+
"ID": Value("int64"),
|
| 163 |
"OfficialName": Value("string"),
|
| 164 |
"OfficialSurname": Value("string"),
|
| 165 |
"ShortName": Value("string"),
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|
|
|
| 175 |
})),
|
| 176 |
"Staff": Sequence(Features({
|
| 177 |
"Country": Value("string"),
|
| 178 |
+
"ID": Value("int64"),
|
| 179 |
"OfficialName": Value("string"),
|
| 180 |
"OfficialSurname": Value("string"),
|
| 181 |
"ShortName": Value("string"),
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|
|
|
| 186 |
"TeamStats": Features({
|
| 187 |
"HomeTeamStats": Features({
|
| 188 |
"attacking": Sequence(Features({
|
| 189 |
+
"TeamID": Value("int64"),
|
| 190 |
"TeamName": Value("string"),
|
| 191 |
"StatsID": Value("int"),
|
| 192 |
"StatsName": Value("string"),
|
| 193 |
"Value": Value("string"),
|
| 194 |
+
"Rank": Value("int64"),
|
| 195 |
})),
|
| 196 |
"possession": Sequence(Features({
|
| 197 |
+
"TeamID": Value("int64"),
|
| 198 |
"TeamName": Value("string"),
|
| 199 |
+
"StatsID": Value("int64"),
|
| 200 |
"StatsName": Value("string"),
|
| 201 |
"Value": Value("string"),
|
| 202 |
+
"Rank": Value("int64"),
|
| 203 |
})),
|
| 204 |
"violation&foul&discipline": Sequence(Features({
|
| 205 |
+
"TeamID": Value("int64"),
|
| 206 |
"TeamName": Value("string"),
|
| 207 |
+
"StatsID": Value("int64"),
|
| 208 |
"StatsName": Value("string"),
|
| 209 |
"Value": Value("string"),
|
| 210 |
+
"Rank": Value("int64"),
|
| 211 |
})),
|
| 212 |
"goalkeeping": Sequence(Features({
|
| 213 |
+
"TeamID": Value("int64"),
|
| 214 |
"TeamName": Value("string"),
|
| 215 |
+
"StatsID": Value("int64"),
|
| 216 |
"StatsName": Value("string"),
|
| 217 |
"Value": Value("string"),
|
| 218 |
+
"Rank": Value("int64"),
|
| 219 |
})),
|
| 220 |
"defending": Sequence(Features({
|
| 221 |
+
"TeamID": Value("int64"),
|
| 222 |
"TeamName": Value("string"),
|
| 223 |
+
"StatsID": Value("int64"),
|
| 224 |
"StatsName": Value("string"),
|
| 225 |
"Value": Value("string"),
|
| 226 |
+
"Rank": Value("int64"),
|
| 227 |
})),
|
| 228 |
"coverage&speed": Sequence(Features({
|
| 229 |
+
"TeamID": Value("int64"),
|
| 230 |
"TeamName": Value("string"),
|
| 231 |
+
"StatsID": Value("int64"),
|
| 232 |
"StatsName": Value("string"),
|
| 233 |
"Value": Value("string"),
|
| 234 |
+
"Rank": Value("int64"),
|
| 235 |
})),
|
| 236 |
"time stats": Sequence(Features({
|
| 237 |
+
"TeamID": Value("int64"),
|
| 238 |
"TeamName": Value("string"),
|
| 239 |
+
"StatsID": Value("int64"),
|
| 240 |
"StatsName": Value("string"),
|
| 241 |
"Value": Value("string"),
|
| 242 |
+
"Rank": Value("int64"),
|
| 243 |
})),
|
| 244 |
"matches played": Sequence(Features({
|
| 245 |
+
"TeamID": Value("int64"),
|
| 246 |
"TeamName": Value("string"),
|
| 247 |
+
"StatsID": Value("int64"),
|
| 248 |
"StatsName": Value("string"),
|
| 249 |
"Value": Value("string"),
|
| 250 |
+
"Rank": Value("int64"),
|
| 251 |
})),
|
| 252 |
}),
|
| 253 |
AwayTeamStats: Features({
|
| 254 |
"attacking": Sequence(Features({
|
| 255 |
+
"TeamID": Value("int64"),
|
| 256 |
"TeamName": Value("string"),
|
| 257 |
+
"StatsID": Value("int64"),
|
| 258 |
"StatsName": Value("string"),
|
| 259 |
"Value": Value("string"),
|
| 260 |
+
"Rank": Value("int64"),
|
| 261 |
})),
|
| 262 |
"possession": Sequence(Features({
|
| 263 |
+
"TeamID": Value("int64"),
|
| 264 |
"TeamName": Value("string"),
|
| 265 |
+
"StatsID": Value("int64"),
|
| 266 |
"StatsName": Value("string"),
|
| 267 |
"Value": Value("string"),
|
| 268 |
+
"Rank": Value("int64"),
|
| 269 |
})),
|
| 270 |
"violation&foul&discipline": Sequence(Features({
|
| 271 |
+
"TeamID": Value("int64"),
|
| 272 |
"TeamName": Value("string"),
|
| 273 |
+
"StatsID": Value("int64"),
|
| 274 |
"StatsName": Value("string"),
|
| 275 |
"Value": Value("string"),
|
| 276 |
+
"Rank": Value("int64"),
|
| 277 |
})),
|
| 278 |
"goalkeeping": Sequence(Features({
|
| 279 |
+
"TeamID": Value("int64"),
|
| 280 |
"TeamName": Value("string"),
|
| 281 |
+
"StatsID": Value("int64"),
|
| 282 |
"StatsName": Value("string"),
|
| 283 |
"Value": Value("string"),
|
| 284 |
+
"Rank": Value("int64"),
|
| 285 |
})),
|
| 286 |
"defending": Sequence(Features({
|
| 287 |
+
"TeamID": Value("int64"),
|
| 288 |
"TeamName": Value("string"),
|
| 289 |
+
"StatsID": Value("int64"),
|
| 290 |
"StatsName": Value("string"),
|
| 291 |
"Value": Value("string"),
|
| 292 |
+
"Rank": Value("int64"),
|
| 293 |
})),
|
| 294 |
"coverage&speed": Sequence(Features({
|
| 295 |
+
"TeamID": Value("int64"),
|
| 296 |
"TeamName": Value("string"),
|
| 297 |
+
"StatsID": Value("int64"),
|
| 298 |
"StatsName": Value("string"),
|
| 299 |
"Value": Value("string"),
|
| 300 |
+
"Rank": Value("int64"),
|
| 301 |
})),
|
| 302 |
"time stats": Sequence(Features({
|
| 303 |
+
"TeamID": Value("int64"),
|
| 304 |
"TeamName": Value("string"),
|
| 305 |
+
"StatsID": Value("int64"),
|
| 306 |
"StatsName": Value("string"),
|
| 307 |
"Value": Value("string"),
|
| 308 |
+
"Rank": Value("int64"),
|
| 309 |
})),
|
| 310 |
"matches played": Sequence(Features({
|
| 311 |
+
"TeamID": Value("int64"),
|
| 312 |
"TeamName": Value("string"),
|
| 313 |
+
"StatsID": Value("int64"),
|
| 314 |
"StatsName": Value("string"),
|
| 315 |
"Value": Value("string"),
|
| 316 |
+
"Rank": Value("int64"),
|
| 317 |
})),
|
| 318 |
}),
|
| 319 |
}),
|
| 320 |
"PlayerStats": Features({
|
| 321 |
"HomeTeamPlayerStats": Features({
|
| 322 |
"attacking": Sequence(Features({
|
| 323 |
+
"PlayerID": Value("int64"),
|
| 324 |
"PlayerName": Value("string"),
|
| 325 |
"PlayerSurname": Value("string"),
|
| 326 |
"IsGoalkeeper": Value("bool"),
|
| 327 |
+
"PlayedTime": Value("int64"),
|
| 328 |
+
"StatsID": Value("int64"),
|
| 329 |
"StatsName": Value("string"),
|
| 330 |
"Value": Value("string"),
|
| 331 |
+
"Rank": Value("int64"),
|
| 332 |
})),
|
| 333 |
"posession": Sequence(Features({
|
| 334 |
+
"PlayerID": Value("int64"),
|
| 335 |
"PlayerName": Value("string"),
|
| 336 |
"PlayerSurname": Value("string"),
|
| 337 |
"IsGoalkeeper": Value("bool"),
|
| 338 |
+
"PlayedTime": Value("int64"),
|
| 339 |
+
"StatsID": Value("int64"),
|
| 340 |
"StatsName": Value("string"),
|
| 341 |
"Value": Value("string"),
|
| 342 |
+
"Rank": Value("int64"),
|
| 343 |
})),
|
| 344 |
"violation&foul&discipline": Sequence(Features({
|
| 345 |
+
"PlayerID": Value("int64"),
|
| 346 |
"PlayerName": Value("string"),
|
| 347 |
"PlayerSurname": Value("string"),
|
| 348 |
"IsGoalkeeper": Value("bool"),
|
| 349 |
+
"PlayedTime": Value("int64"),
|
| 350 |
+
"StatsID": Value("int64"),
|
| 351 |
"StatsName": Value("string"),
|
| 352 |
"Value": Value("string"),
|
| 353 |
+
"Rank": Value("int64"),
|
| 354 |
})),
|
| 355 |
"goalkeeping": Sequence(Features({
|
| 356 |
+
"PlayerID": Value("int64"),
|
| 357 |
"PlayerName": Value("string"),
|
| 358 |
"PlayerSurname": Value("string"),
|
| 359 |
"IsGoalkeeper": Value("bool"),
|
| 360 |
+
"PlayedTime": Value("int64"),
|
| 361 |
+
"StatsID": Value("int64"),
|
| 362 |
"StatsName": Value("string"),
|
| 363 |
"Value": Value("string"),
|
| 364 |
+
"Rank": Value("int64"),
|
| 365 |
})),
|
| 366 |
"defending": Sequence(Features({
|
| 367 |
+
"PlayerID": Value("int64"),
|
| 368 |
"PlayerName": Value("string"),
|
| 369 |
"PlayerSurname": Value("string"),
|
| 370 |
"IsGoalkeeper": Value("bool"),
|
| 371 |
+
"PlayedTime": Value("int64"),
|
| 372 |
+
"StatsID": Value("int64"),
|
| 373 |
"StatsName": Value("string"),
|
| 374 |
"Value": Value("string"),
|
| 375 |
+
"Rank": Value("int64"),
|
| 376 |
})),
|
| 377 |
"player_coverage_speed": Sequence(Features({
|
| 378 |
+
"PlayerID": Value("int64"),
|
| 379 |
"PlayerName": Value("string"),
|
| 380 |
"PlayerSurname": Value("string"),
|
| 381 |
"IsGoalkeeper": Value("bool"),
|
| 382 |
+
"PlayedTime": Value("int64"),
|
| 383 |
+
"StatsID": Value("int64"),
|
| 384 |
"StatsName": Value("string"),
|
| 385 |
"Value": Value("string"),
|
| 386 |
+
"Rank": Value("int64"),
|
| 387 |
})),
|
| 388 |
"player_time_stats": Sequence(Features({
|
| 389 |
+
"PlayerID": Value("int64"),
|
| 390 |
"PlayerName": Value("string"),
|
| 391 |
"PlayerSurname": Value("string"),
|
| 392 |
"IsGoalkeeper": Value("bool"),
|
| 393 |
+
"PlayedTime": Value("int64"),
|
| 394 |
+
"StatsID": Value("int64"),
|
| 395 |
"StatsName": Value("string"),
|
| 396 |
"Value": Value("string"),
|
| 397 |
+
"Rank": Value("int64"),
|
| 398 |
})),
|
| 399 |
"matches played": Sequence(Features({
|
| 400 |
+
"PlayerID": Value("int64"),
|
| 401 |
"PlayerName": Value("string"),
|
| 402 |
"PlayerSurname": Value("string"),
|
| 403 |
"IsGoalkeeper": Value("bool"),
|
| 404 |
+
"PlayedTime": Value("int64"),
|
| 405 |
+
"StatsID": Value("int64"),
|
| 406 |
"StatsName": Value("string"),
|
| 407 |
"Value": Value("string"),
|
| 408 |
+
"Rank": Value("int64"),
|
| 409 |
})),
|
| 410 |
}),
|
| 411 |
"AwayTeamPlayerStats": Features({
|
| 412 |
"attacking": Sequence(Features({
|
| 413 |
+
"PlayerID": Value("int64"),
|
| 414 |
"PlayerName": Value("string"),
|
| 415 |
"PlayerSurname": Value("string"),
|
| 416 |
"IsGoalkeeper": Value("bool"),
|
| 417 |
+
"PlayedTime": Value("int64"),
|
| 418 |
+
"StatsID": Value("int64"),
|
| 419 |
"StatsName": Value("string"),
|
| 420 |
"Value": Value("string"),
|
| 421 |
+
"Rank": Value("int64"),
|
| 422 |
})),
|
| 423 |
"posession": Sequence(Features({
|
| 424 |
+
"PlayerID": Value("int64"),
|
| 425 |
"PlayerName": Value("string"),
|
| 426 |
"PlayerSurname": Value("string"),
|
| 427 |
"IsGoalkeeper": Value("bool"),
|
| 428 |
+
"PlayedTime": Value("int64"),
|
| 429 |
+
"StatsID": Value("int64"),
|
| 430 |
"StatsName": Value("string"),
|
| 431 |
"Value": Value("string"),
|
| 432 |
+
"Rank": Value("int64"),
|
| 433 |
})),
|
| 434 |
"violation&foul&discipline": Sequence(Features({
|
| 435 |
+
"PlayerID": Value("int64"),
|
| 436 |
"PlayerName": Value("string"),
|
| 437 |
"PlayerSurname": Value("string"),
|
| 438 |
"IsGoalkeeper": Value("bool"),
|
| 439 |
+
"PlayedTime": Value("int64"),
|
| 440 |
+
"StatsID": Value("int64"),
|
| 441 |
"StatsName": Value("string"),
|
| 442 |
"Value": Value("string"),
|
| 443 |
+
"Rank": Value("int64"),
|
| 444 |
})),
|
| 445 |
"goalkeeping": Sequence(Features({
|
| 446 |
+
"PlayerID": Value("int64"),
|
| 447 |
"PlayerName": Value("string"),
|
| 448 |
"PlayerSurname": Value("string"),
|
| 449 |
"IsGoalkeeper": Value("bool"),
|
| 450 |
+
"PlayedTime": Value("int64"),
|
| 451 |
+
"StatsID": Value("int64"),
|
| 452 |
"StatsName": Value("string"),
|
| 453 |
"Value": Value("string"),
|
| 454 |
+
"Rank": Value("int64"),
|
| 455 |
})),
|
| 456 |
"defending": Sequence(Features({
|
| 457 |
+
"PlayerID": Value("int64"),
|
| 458 |
"PlayerName": Value("string"),
|
| 459 |
"PlayerSurname": Value("string"),
|
| 460 |
"IsGoalkeeper": Value("bool"),
|
| 461 |
+
"PlayedTime": Value("int64"),
|
| 462 |
+
"StatsID": Value("int64"),
|
| 463 |
"StatsName": Value("string"),
|
| 464 |
"Value": Value("string"),
|
| 465 |
+
"Rank": Value("int64"),
|
| 466 |
})),
|
| 467 |
"player_coverage_speed": Sequence(Features({
|
| 468 |
+
"PlayerID": Value("int64"),
|
| 469 |
"PlayerName": Value("string"),
|
| 470 |
"PlayerSurname": Value("string"),
|
| 471 |
"IsGoalkeeper": Value("bool"),
|
| 472 |
+
"PlayedTime": Value("int64"),
|
| 473 |
+
"StatsID": Value("int64"),
|
| 474 |
"StatsName": Value("string"),
|
| 475 |
"Value": Value("string"),
|
| 476 |
+
"Rank": Value("int64"),
|
| 477 |
})),
|
| 478 |
"player_time_stats": Sequence(Features({
|
| 479 |
+
"PlayerID": Value("int64"),
|
| 480 |
"PlayerName": Value("string"),
|
| 481 |
"PlayerSurname": Value("string"),
|
| 482 |
"IsGoalkeeper": Value("bool"),
|
| 483 |
+
"PlayedTime": Value("int64"),
|
| 484 |
+
"StatsID": Value("int64"),
|
| 485 |
"StatsName": Value("string"),
|
| 486 |
"Value": Value("string"),
|
| 487 |
+
"Rank": Value("int64"),
|
| 488 |
})),
|
| 489 |
"matches played": Sequence(Features({
|
| 490 |
+
"PlayerID": Value("int64"),
|
| 491 |
"PlayerName": Value("string"),
|
| 492 |
"PlayerSurname": Value("string"),
|
| 493 |
"IsGoalkeeper": Value("bool"),
|
| 494 |
+
"PlayedTime": Value("int64"),
|
| 495 |
+
"StatsID": Value("int64"),
|
| 496 |
"StatsName": Value("string"),
|
| 497 |
"Value": Value("string"),
|
| 498 |
+
"Rank": Value("int64"),
|
| 499 |
})),
|
| 500 |
}),
|
| 501 |
}),
|
| 502 |
"PlayerPreMatchInfo": Features({
|
| 503 |
"HomeTeamPlayerInfo": Sequence(Features({
|
| 504 |
+
"PlayerID": Value("int64"),
|
| 505 |
"OfficialName": Value("string"),
|
| 506 |
"OfficialSurname": Value("string"),
|
| 507 |
"JerseyName": Value("string"),
|
|
|
|
| 512 |
"Role": Value("string"),
|
| 513 |
})),
|
| 514 |
"AwayTeamPlayerInfo": Sequence(Features({
|
| 515 |
+
"PlayerID": Value("int64"),
|
| 516 |
"OfficialName": Value("string"),
|
| 517 |
"OfficialSurname": Value("string"),
|
| 518 |
"JerseyName": Value("string"),
|
|
|
|
| 530 |
citation="Optional citation"
|
| 531 |
)
|
| 532 |
|
| 533 |
+
def _split_generators(self, dl_manager):
|
| 534 |
file_url = "https://drive.google.com/uc?id=1RKoAQwq68LASd4ret_OKYUkF4B4m6hnu"
|
| 535 |
downloaded_file = dl_manager.download(file_url)
|
| 536 |
#dl_path = dl_manager.download_and_extract({'train_csv': file_url})
|