ForzaJuve1 commited on
Commit
221733a
1 Parent(s): 8e21e14

Update Integration.py

Browse files
Files changed (1) hide show
  1. Integration.py +488 -5
Integration.py CHANGED
@@ -35,11 +35,494 @@ class Euro2020Dataset(GeneratorBasedBuilder):
35
  "Humidity": Value("int64"),
36
  "Temperature": Value("int64"),
37
  "WindSpeed": Value("int64"),
38
- "MatchEvent": Value("dict"),
39
- "TeamLineUps": Value("dict"),
40
- "TeamStats": Value("dict"),
41
- "PlayerStats": Value("dict"),
42
- "PlayerPreMatchInfo": Value("dict"),
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
43
  }),
44
  supervised_keys=None,
45
  homepage="Optional dataset homepage",
 
35
  "Humidity": Value("int64"),
36
  "Temperature": Value("int64"),
37
  "WindSpeed": Value("int64"),
38
+ "MatchEvent": Features({
39
+ "1-First Half": Sequence(Features({
40
+ "Event": Value("string"),
41
+ "Minute": Value("int"),
42
+ "Phase": Value("int"),
43
+ "InjuryMinute": Value("int"),
44
+ "TeamFromID": Value("float"),
45
+ "TeamToID": Value("float"),
46
+ "PlayerFromID": Value("float"),
47
+ "PlayerToID": Value("float"),
48
+ "Time": Value("string"),
49
+ "MatchEventAttribute": Value("float"),
50
+ })),
51
+ "2-Second Half": Sequence(Features({
52
+ "Event": Value("string"),
53
+ "Minute": Value("int"),
54
+ "Phase": Value("int"),
55
+ "InjuryMinute": Value("int"),
56
+ "TeamFromID": Value("float"),
57
+ "TeamToID": Value("float"),
58
+ "PlayerFromID": Value("float"),
59
+ "PlayerToID": Value("float"),
60
+ "Time": Value("string"),
61
+ "MatchEventAttribute": Value("float"),
62
+ })),
63
+ "3-Extra Time First Half": Sequence(Features({
64
+ "Event": Value("string"),
65
+ "Minute": Value("int"),
66
+ "Phase": Value("int"),
67
+ "InjuryMinute": Value("int"),
68
+ "TeamFromID": Value("float"),
69
+ "TeamToID": Value("float"),
70
+ "PlayerFromID": Value("float"),
71
+ "PlayerToID": Value("float"),
72
+ "Time": Value("string"),
73
+ "MatchEventAttribute": Value("float"),
74
+ })),
75
+ "4-Extra Time Second Half": Sequence(Features({
76
+ "Event": Value("string"),
77
+ "Minute": Value("int"),
78
+ "Phase": Value("int"),
79
+ "InjuryMinute": Value("int"),
80
+ "TeamFromID": Value("float"),
81
+ "TeamToID": Value("float"),
82
+ "PlayerFromID": Value("float"),
83
+ "PlayerToID": Value("float"),
84
+ "Time": Value("string"),
85
+ "MatchEventAttribute": Value("float"),
86
+ })),
87
+ "5-Penalty Shootout": Sequence(Features({
88
+ "Event": Value("string"),
89
+ "Minute": Value("int"),
90
+ "Phase": Value("int"),
91
+ "InjuryMinute": Value("int"),
92
+ "TeamFromID": Value("float"),
93
+ "TeamToID": Value("float"),
94
+ "PlayerFromID": Value("float"),
95
+ "PlayerToID": Value("float"),
96
+ "Time": Value("string"),
97
+ "MatchEventAttribute": Value("float"),
98
+ })),
99
+ }),
100
+ "TeamLineUps": = Features({
101
+ "HomeTeamLineUp": Features({
102
+ "Starting11": Sequence(Features({
103
+ "Country": Value("string"),
104
+ "ID": Value("int"),
105
+ "OfficialName": Value("string"),
106
+ "OfficialSurname": Value("string"),
107
+ "ShortName": Value("string"),
108
+ "Role": Value("string"),
109
+ "JerseyNumber": Value("string"),
110
+ "IsGoalkeeper": Value("string"),
111
+ "JerseyName": Value("string"),
112
+ "IsCaptain": Value("string"),
113
+ "TacticX": Value("string"),
114
+ "TacticY": Value("string"),
115
+ "Numorder": Value("string"),
116
+ "IsBooked": Value("float"),
117
+ })),
118
+ "Benched Players": Sequence(Features({
119
+ "Country": Value("string"),
120
+ "ID": Value("int"),
121
+ "OfficialName": Value("string"),
122
+ "OfficialSurname": Value("string"),
123
+ "ShortName": Value("string"),
124
+ "Role": Value("string"),
125
+ "JerseyNumber": Value("string"),
126
+ "IsGoalkeeper": Value("string"),
127
+ "JerseyName": Value("string"),
128
+ "IsCaptain": Value("string"),
129
+ "TacticX": Value("string"),
130
+ "TacticY": Value("string"),
131
+ "Numorder": Value("string"),
132
+ "IsBooked": Value("float"),
133
+ })),
134
+ "Staff": Sequence(Features({
135
+ "Country": Value("string"),
136
+ "ID": Value("int"),
137
+ "OfficialName": Value("string"),
138
+ "OfficialSurname": Value("string"),
139
+ "ShortName": Value("string"),
140
+ "Role": Value("string"),
141
+ })),
142
+ }),
143
+ "AwayTeamLineUps": Features({
144
+ "Starting11": Sequence(Features({
145
+ "Country": Value("string"),
146
+ "ID": Value("int"),
147
+ "OfficialName": Value("string"),
148
+ "OfficialSurname": Value("string"),
149
+ "ShortName": Value("string"),
150
+ "Role": Value("string"),
151
+ "JerseyNumber": Value("string"),
152
+ "IsGoalkeeper": Value("string"),
153
+ "JerseyName": Value("string"),
154
+ "IsCaptain": Value("string"),
155
+ "TacticX": Value("string"),
156
+ "TacticY": Value("string"),
157
+ "Numorder": Value("string"),
158
+ "IsBooked": Value("float"),
159
+ })),
160
+ "Benched Players": Sequence(Features({
161
+ "Country": Value("string"),
162
+ "ID": Value("int"),
163
+ "OfficialName": Value("string"),
164
+ "OfficialSurname": Value("string"),
165
+ "ShortName": Value("string"),
166
+ "Role": Value("string"),
167
+ "JerseyNumber": Value("string"),
168
+ "IsGoalkeeper": Value("string"),
169
+ "JerseyName": Value("string"),
170
+ "IsCaptain": Value("string"),
171
+ "TacticX": Value("string"),
172
+ "TacticY": Value("string"),
173
+ "Numorder": Value("string"),
174
+ "IsBooked": Value("float"),
175
+ })),
176
+ "Staff": Sequence(Features({
177
+ "Country": Value("string"),
178
+ "ID": Value("int"),
179
+ "OfficialName": Value("string"),
180
+ "OfficialSurname": Value("string"),
181
+ "ShortName": Value("string"),
182
+ "Role": Value("string"),
183
+ })),
184
+ }),
185
+ }),
186
+ "TeamStats": Features({
187
+ "HomeTeamStats": Features({
188
+ "attacking": Sequence(Features({
189
+ "TeamID": Value("int"),
190
+ "TeamName": Value("string"),
191
+ "StatsID": Value("int"),
192
+ "StatsName": Value("string"),
193
+ "Value": Value("string"),
194
+ "Rank": Value("int"),
195
+ })),
196
+ "possession": Sequence(Features({
197
+ "TeamID": Value("int"),
198
+ "TeamName": Value("string"),
199
+ "StatsID": Value("int"),
200
+ "StatsName": Value("string"),
201
+ "Value": Value("string"),
202
+ "Rank": Value("int"),
203
+ })),
204
+ "violation&foul&discipline": Sequence(Features({
205
+ "TeamID": Value("int"),
206
+ "TeamName": Value("string"),
207
+ "StatsID": Value("int"),
208
+ "StatsName": Value("string"),
209
+ "Value": Value("string"),
210
+ "Rank": Value("int"),
211
+ })),
212
+ "goalkeeping": Sequence(Features({
213
+ "TeamID": Value("int"),
214
+ "TeamName": Value("string"),
215
+ "StatsID": Value("int"),
216
+ "StatsName": Value("string"),
217
+ "Value": Value("string"),
218
+ "Rank": Value("int"),
219
+ })),
220
+ "defending": Sequence(Features({
221
+ "TeamID": Value("int"),
222
+ "TeamName": Value("string"),
223
+ "StatsID": Value("int"),
224
+ "StatsName": Value("string"),
225
+ "Value": Value("string"),
226
+ "Rank": Value("int"),
227
+ })),
228
+ "coverage&speed": Sequence(Features({
229
+ "TeamID": Value("int"),
230
+ "TeamName": Value("string"),
231
+ "StatsID": Value("int"),
232
+ "StatsName": Value("string"),
233
+ "Value": Value("string"),
234
+ "Rank": Value("int"),
235
+ })),
236
+ "time stats": Sequence(Features({
237
+ "TeamID": Value("int"),
238
+ "TeamName": Value("string"),
239
+ "StatsID": Value("int"),
240
+ "StatsName": Value("string"),
241
+ "Value": Value("string"),
242
+ "Rank": Value("int"),
243
+ })),
244
+ "matches played": Sequence(Features({
245
+ "TeamID": Value("int"),
246
+ "TeamName": Value("string"),
247
+ "StatsID": Value("int"),
248
+ "StatsName": Value("string"),
249
+ "Value": Value("string"),
250
+ "Rank": Value("int"),
251
+ })),
252
+ }),
253
+ AwayTeamStats: Features({
254
+ "attacking": Sequence(Features({
255
+ "TeamID": Value("int"),
256
+ "TeamName": Value("string"),
257
+ "StatsID": Value("int"),
258
+ "StatsName": Value("string"),
259
+ "Value": Value("string"),
260
+ "Rank": Value("int"),
261
+ })),
262
+ "possession": Sequence(Features({
263
+ "TeamID": Value("int"),
264
+ "TeamName": Value("string"),
265
+ "StatsID": Value("int"),
266
+ "StatsName": Value("string"),
267
+ "Value": Value("string"),
268
+ "Rank": Value("int"),
269
+ })),
270
+ "violation&foul&discipline": Sequence(Features({
271
+ "TeamID": Value("int"),
272
+ "TeamName": Value("string"),
273
+ "StatsID": Value("int"),
274
+ "StatsName": Value("string"),
275
+ "Value": Value("string"),
276
+ "Rank": Value("int"),
277
+ })),
278
+ "goalkeeping": Sequence(Features({
279
+ "TeamID": Value("int"),
280
+ "TeamName": Value("string"),
281
+ "StatsID": Value("int"),
282
+ "StatsName": Value("string"),
283
+ "Value": Value("string"),
284
+ "Rank": Value("int"),
285
+ })),
286
+ "defending": Sequence(Features({
287
+ "TeamID": Value("int"),
288
+ "TeamName": Value("string"),
289
+ "StatsID": Value("int"),
290
+ "StatsName": Value("string"),
291
+ "Value": Value("string"),
292
+ "Rank": Value("int"),
293
+ })),
294
+ "coverage&speed": Sequence(Features({
295
+ "TeamID": Value("int"),
296
+ "TeamName": Value("string"),
297
+ "StatsID": Value("int"),
298
+ "StatsName": Value("string"),
299
+ "Value": Value("string"),
300
+ "Rank": Value("int"),
301
+ })),
302
+ "time stats": Sequence(Features({
303
+ "TeamID": Value("int"),
304
+ "TeamName": Value("string"),
305
+ "StatsID": Value("int"),
306
+ "StatsName": Value("string"),
307
+ "Value": Value("string"),
308
+ "Rank": Value("int"),
309
+ })),
310
+ "matches played": Sequence(Features({
311
+ "TeamID": Value("int"),
312
+ "TeamName": Value("string"),
313
+ "StatsID": Value("int"),
314
+ "StatsName": Value("string"),
315
+ "Value": Value("string"),
316
+ "Rank": Value("int"),
317
+ })),
318
+ }),
319
+ }),
320
+ "PlayerStats": Features({
321
+ "HomeTeamPlayerStats": Features({
322
+ "attacking": Sequence(Features({
323
+ "PlayerID": Value("int"),
324
+ "PlayerName": Value("string"),
325
+ "PlayerSurname": Value("string"),
326
+ "IsGoalkeeper": Value("bool"),
327
+ "PlayedTime": Value("int"),
328
+ "StatsID": Value("int"),
329
+ "StatsName": Value("string"),
330
+ "Value": Value("string"),
331
+ "Rank": Value("int"),
332
+ })),
333
+ "posession": Sequence(Features({
334
+ "PlayerID": Value("int"),
335
+ "PlayerName": Value("string"),
336
+ "PlayerSurname": Value("string"),
337
+ "IsGoalkeeper": Value("bool"),
338
+ "PlayedTime": Value("int"),
339
+ "StatsID": Value("int"),
340
+ "StatsName": Value("string"),
341
+ "Value": Value("string"),
342
+ "Rank": Value("int"),
343
+ })),
344
+ "violation&foul&discipline": Sequence(Features({
345
+ "PlayerID": Value("int"),
346
+ "PlayerName": Value("string"),
347
+ "PlayerSurname": Value("string"),
348
+ "IsGoalkeeper": Value("bool"),
349
+ "PlayedTime": Value("int"),
350
+ "StatsID": Value("int"),
351
+ "StatsName": Value("string"),
352
+ "Value": Value("string"),
353
+ "Rank": Value("int"),
354
+ })),
355
+ "goalkeeping": Sequence(Features({
356
+ "PlayerID": Value("int"),
357
+ "PlayerName": Value("string"),
358
+ "PlayerSurname": Value("string"),
359
+ "IsGoalkeeper": Value("bool"),
360
+ "PlayedTime": Value("int"),
361
+ "StatsID": Value("int"),
362
+ "StatsName": Value("string"),
363
+ "Value": Value("string"),
364
+ "Rank": Value("int"),
365
+ })),
366
+ "defending": Sequence(Features({
367
+ "PlayerID": Value("int"),
368
+ "PlayerName": Value("string"),
369
+ "PlayerSurname": Value("string"),
370
+ "IsGoalkeeper": Value("bool"),
371
+ "PlayedTime": Value("int"),
372
+ "StatsID": Value("int"),
373
+ "StatsName": Value("string"),
374
+ "Value": Value("string"),
375
+ "Rank": Value("int"),
376
+ })),
377
+ "player_coverage_speed": Sequence(Features({
378
+ "PlayerID": Value("int"),
379
+ "PlayerName": Value("string"),
380
+ "PlayerSurname": Value("string"),
381
+ "IsGoalkeeper": Value("bool"),
382
+ "PlayedTime": Value("int"),
383
+ "StatsID": Value("int"),
384
+ "StatsName": Value("string"),
385
+ "Value": Value("string"),
386
+ "Rank": Value("int"),
387
+ })),
388
+ "player_time_stats": Sequence(Features({
389
+ "PlayerID": Value("int"),
390
+ "PlayerName": Value("string"),
391
+ "PlayerSurname": Value("string"),
392
+ "IsGoalkeeper": Value("bool"),
393
+ "PlayedTime": Value("int"),
394
+ "StatsID": Value("int"),
395
+ "StatsName": Value("string"),
396
+ "Value": Value("string"),
397
+ "Rank": Value("int"),
398
+ })),
399
+ "matches played": Sequence(Features({
400
+ "PlayerID": Value("int"),
401
+ "PlayerName": Value("string"),
402
+ "PlayerSurname": Value("string"),
403
+ "IsGoalkeeper": Value("bool"),
404
+ "PlayedTime": Value("int"),
405
+ "StatsID": Value("int"),
406
+ "StatsName": Value("string"),
407
+ "Value": Value("string"),
408
+ "Rank": Value("int"),
409
+ })),
410
+ }),
411
+ "AwayTeamPlayerStats": Features({
412
+ "attacking": Sequence(Features({
413
+ "PlayerID": Value("int"),
414
+ "PlayerName": Value("string"),
415
+ "PlayerSurname": Value("string"),
416
+ "IsGoalkeeper": Value("bool"),
417
+ "PlayedTime": Value("int"),
418
+ "StatsID": Value("int"),
419
+ "StatsName": Value("string"),
420
+ "Value": Value("string"),
421
+ "Rank": Value("int"),
422
+ })),
423
+ "posession": Sequence(Features({
424
+ "PlayerID": Value("int"),
425
+ "PlayerName": Value("string"),
426
+ "PlayerSurname": Value("string"),
427
+ "IsGoalkeeper": Value("bool"),
428
+ "PlayedTime": Value("int"),
429
+ "StatsID": Value("int"),
430
+ "StatsName": Value("string"),
431
+ "Value": Value("string"),
432
+ "Rank": Value("int"),
433
+ })),
434
+ "violation&foul&discipline": Sequence(Features({
435
+ "PlayerID": Value("int"),
436
+ "PlayerName": Value("string"),
437
+ "PlayerSurname": Value("string"),
438
+ "IsGoalkeeper": Value("bool"),
439
+ "PlayedTime": Value("int"),
440
+ "StatsID": Value("int"),
441
+ "StatsName": Value("string"),
442
+ "Value": Value("string"),
443
+ "Rank": Value("int"),
444
+ })),
445
+ "goalkeeping": Sequence(Features({
446
+ "PlayerID": Value("int"),
447
+ "PlayerName": Value("string"),
448
+ "PlayerSurname": Value("string"),
449
+ "IsGoalkeeper": Value("bool"),
450
+ "PlayedTime": Value("int"),
451
+ "StatsID": Value("int"),
452
+ "StatsName": Value("string"),
453
+ "Value": Value("string"),
454
+ "Rank": Value("int"),
455
+ })),
456
+ "defending": Sequence(Features({
457
+ "PlayerID": Value("int"),
458
+ "PlayerName": Value("string"),
459
+ "PlayerSurname": Value("string"),
460
+ "IsGoalkeeper": Value("bool"),
461
+ "PlayedTime": Value("int"),
462
+ "StatsID": Value("int"),
463
+ "StatsName": Value("string"),
464
+ "Value": Value("string"),
465
+ "Rank": Value("int"),
466
+ })),
467
+ "player_coverage_speed": Sequence(Features({
468
+ "PlayerID": Value("int"),
469
+ "PlayerName": Value("string"),
470
+ "PlayerSurname": Value("string"),
471
+ "IsGoalkeeper": Value("bool"),
472
+ "PlayedTime": Value("int"),
473
+ "StatsID": Value("int"),
474
+ "StatsName": Value("string"),
475
+ "Value": Value("string"),
476
+ "Rank": Value("int"),
477
+ })),
478
+ "player_time_stats": Sequence(Features({
479
+ "PlayerID": Value("int"),
480
+ "PlayerName": Value("string"),
481
+ "PlayerSurname": Value("string"),
482
+ "IsGoalkeeper": Value("bool"),
483
+ "PlayedTime": Value("int"),
484
+ "StatsID": Value("int"),
485
+ "StatsName": Value("string"),
486
+ "Value": Value("string"),
487
+ "Rank": Value("int"),
488
+ })),
489
+ "matches played": Sequence(Features({
490
+ "PlayerID": Value("int"),
491
+ "PlayerName": Value("string"),
492
+ "PlayerSurname": Value("string"),
493
+ "IsGoalkeeper": Value("bool"),
494
+ "PlayedTime": Value("int"),
495
+ "StatsID": Value("int"),
496
+ "StatsName": Value("string"),
497
+ "Value": Value("string"),
498
+ "Rank": Value("int"),
499
+ })),
500
+ }),
501
+ }),
502
+ "PlayerPreMatchInfo": Features({
503
+ "HomeTeamPlayerInfo": Sequence(Features({
504
+ "PlayerID": Value("int"),
505
+ "OfficialName": Value("string"),
506
+ "OfficialSurname": Value("string"),
507
+ "JerseyName": Value("string"),
508
+ "ShortName": Value("string"),
509
+ "GoalScored": Value("float"),
510
+ "CleanSheet": Value("float"),
511
+ "SuspendedIfBooked": Value("bool"),
512
+ "Role": Value("string"),
513
+ })),
514
+ "AwayTeamPlayerInfo": Sequence(Features({
515
+ "PlayerID": Value("int"),
516
+ "OfficialName": Value("string"),
517
+ "OfficialSurname": Value("string"),
518
+ "JerseyName": Value("string"),
519
+ "ShortName": Value("string"),
520
+ "GoalScored": Value("float"),
521
+ "CleanSheet": Value("float"),
522
+ "SuspendedIfBooked": Value("bool"),
523
+ "Role": Value("string"),
524
+ })),
525
+ }),
526
  }),
527
  supervised_keys=None,
528
  homepage="Optional dataset homepage",