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NBA_DFS_Optimizer
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Multichem commited on
Commit
3009407
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1 Parent(s): f877939

Update app.py

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Files changed (1) hide show
  1. app.py +95 -95
app.py CHANGED
@@ -137,7 +137,7 @@ with tab2:
137
  init_baselines = init_baselines[init_baselines['Team'].isin(team_var1)]
138
  init_baselines = init_baselines[~init_baselines['Player'].isin(avoid_var1)]
139
  ownframe = init_baselines.copy()
140
- ownframe['Own'] = ownframe['Own%'] * (900 / ownframe['Own%'].sum())
141
  raw_baselines = ownframe[['Player', 'Salary', 'Position', 'Team', 'Opp', 'Line', 'PP Unit', 'Median', 'Own']]
142
  raw_baselines = raw_baselines.sort_values(by='Median', ascending=False)
143
  raw_baselines['lock'] = np.where(raw_baselines['Player'].isin(lock_var1), 1, 0)
@@ -350,107 +350,107 @@ with tab2:
350
  del lineup_final[lineup_final.columns[1]]
351
  lineup_final = lineup_final.reset_index(drop=True)
352
 
353
- if site_var1 == 'Draftkings':
354
- line_hold = lineup_final[['Names']]
355
- line_hold['pos'] = line_hold['Names'].map(player_pos)
356
 
357
- cvar = 0
358
- for pname in range(0,len(line_hold)):
359
- if cvar == 2:
360
- pname = len(line_hold)
361
- elif cvar < 2:
362
- if line_hold.iat[pname,1] == 'C':
363
- if line_hold.iat[pname,0] not in p_used:
364
- sorted_lineup.append(line_hold.iat[pname,0])
365
- cvar = cvar + 1
366
- p_used.extend(sorted_lineup)
367
- wvar = 0
368
- for pname in range(0,len(line_hold)):
369
- if wvar == 3:
370
- pname = len(line_hold)
371
- elif wvar < 3:
372
- if line_hold.iat[pname,1] in ['RW', 'LW', 'W']:
373
- if line_hold.iat[pname,0] not in p_used:
374
- sorted_lineup.append(line_hold.iat[pname,0])
375
- wvar = wvar + 1
376
- p_used.extend(sorted_lineup)
377
- dvar = 0
378
- for pname in range(0,len(line_hold)):
379
- if dvar == 2:
380
- pname = len(line_hold)
381
- elif dvar < 2:
382
- if line_hold.iat[pname,1] == "D":
383
- if line_hold.iat[pname,0] not in p_used:
384
- sorted_lineup.append(line_hold.iat[pname,0])
385
- dvar = dvar + 1
386
- p_used.extend(sorted_lineup)
387
 
388
- for pname in range(0,len(line_hold)):
389
- if line_hold.iat[pname,1] == 'G':
390
- if line_hold.iat[pname,0] not in p_used:
391
- sorted_lineup.append(line_hold.iat[pname,0])
392
- p_used.extend(sorted_lineup)
393
 
394
- for pname in range(0,len(line_hold)):
395
- if line_hold.iat[pname,1] != 'G':
396
- if line_hold.iat[pname,0] not in p_used:
397
- sorted_lineup.append(line_hold.iat[pname,0])
398
- p_used.extend(sorted_lineup)
399
 
400
- lineup_final['sorted'] = sorted_lineup
401
- lineup_final = lineup_final.drop(columns=['Names'])
402
- lineup_final.rename(columns={"sorted": "Names"}, inplace = True)
403
 
404
- elif site_var1 == 'Fanduel':
405
- line_hold = lineup_final[['Names']]
406
- line_hold['pos'] = line_hold['Names'].map(player_pos)
407
 
408
- cvar = 0
409
- for pname in range(0,len(line_hold)):
410
- if cvar == 2:
411
- pname = len(line_hold)
412
- elif cvar < 2:
413
- if line_hold.iat[pname,1] == 'C':
414
- if line_hold.iat[pname,0] not in p_used:
415
- sorted_lineup.append(line_hold.iat[pname,0])
416
- cvar = cvar + 1
417
- p_used.extend(sorted_lineup)
418
- wvar = 0
419
- for pname in range(0,len(line_hold)):
420
- if wvar == 2:
421
- pname = len(line_hold)
422
- elif wvar < 2:
423
- if line_hold.iat[pname,1] == 'W':
424
- if line_hold.iat[pname,0] not in p_used:
425
- sorted_lineup.append(line_hold.iat[pname,0])
426
- wvar = wvar + 1
427
- p_used.extend(sorted_lineup)
428
- dvar = 0
429
- for pname in range(0,len(line_hold)):
430
- if dvar == 2:
431
- pname = len(line_hold)
432
- elif dvar < 2:
433
- if line_hold.iat[pname,1] == "D":
434
- if line_hold.iat[pname,0] not in p_used:
435
- sorted_lineup.append(line_hold.iat[pname,0])
436
- dvar = dvar + 1
437
- p_used.extend(sorted_lineup)
438
 
439
- for pname in range(0,len(line_hold)):
440
- if line_hold.iat[pname,1] != 'G':
441
- if line_hold.iat[pname,0] not in p_used:
442
- sorted_lineup.append(line_hold.iat[pname,0])
443
- p_used.extend(sorted_lineup)
444
 
445
- for pname in range(0,len(line_hold)):
446
- if line_hold.iat[pname,1] == 'G':
447
- if line_hold.iat[pname,0] not in p_used:
448
- sorted_lineup.append(line_hold.iat[pname,0])
449
- p_used.extend(sorted_lineup)
450
 
451
- lineup_final['sorted'] = sorted_lineup
452
- lineup_final = lineup_final.drop(columns=['Names'])
453
- lineup_final.rename(columns={"sorted": "Names"}, inplace = True)
454
 
455
  lineup_test = lineup_final
456
  lineup_final = lineup_final.T
@@ -482,9 +482,9 @@ with tab2:
482
  x += 1
483
 
484
  if site_var1 == 'Draftkings':
485
- portfolio.rename(columns={0: "C1", 1: "C2", 2: "W1", 3: "W2", 4: "W3", 5: "D1", 6: "D2", 7: "G", 8: "UTIL"}, inplace = True)
486
  elif site_var1 == 'Fanduel':
487
- portfolio.rename(columns={0: "C1", 1: "C2", 2: "W1", 3: "W2", 4: "D1", 5: "D2", 6: "UTIL1", 7: "UTIL2", 8: "G"}, inplace = True)
488
  portfolio = portfolio.dropna()
489
  portfolio = portfolio.reset_index()
490
  portfolio['Lineup_num'] = portfolio['index'] + 1
 
137
  init_baselines = init_baselines[init_baselines['Team'].isin(team_var1)]
138
  init_baselines = init_baselines[~init_baselines['Player'].isin(avoid_var1)]
139
  ownframe = init_baselines.copy()
140
+ ownframe['Own'] = ownframe['Own'] * (900 / ownframe['Own'].sum())
141
  raw_baselines = ownframe[['Player', 'Salary', 'Position', 'Team', 'Opp', 'Line', 'PP Unit', 'Median', 'Own']]
142
  raw_baselines = raw_baselines.sort_values(by='Median', ascending=False)
143
  raw_baselines['lock'] = np.where(raw_baselines['Player'].isin(lock_var1), 1, 0)
 
350
  del lineup_final[lineup_final.columns[1]]
351
  lineup_final = lineup_final.reset_index(drop=True)
352
 
353
+ # if site_var1 == 'Draftkings':
354
+ # line_hold = lineup_final[['Names']]
355
+ # line_hold['pos'] = line_hold['Names'].map(player_pos)
356
 
357
+ # cvar = 0
358
+ # for pname in range(0,len(line_hold)):
359
+ # if cvar == 2:
360
+ # pname = len(line_hold)
361
+ # elif cvar < 2:
362
+ # if line_hold.iat[pname,1] == 'C':
363
+ # if line_hold.iat[pname,0] not in p_used:
364
+ # sorted_lineup.append(line_hold.iat[pname,0])
365
+ # cvar = cvar + 1
366
+ # p_used.extend(sorted_lineup)
367
+ # wvar = 0
368
+ # for pname in range(0,len(line_hold)):
369
+ # if wvar == 3:
370
+ # pname = len(line_hold)
371
+ # elif wvar < 3:
372
+ # if line_hold.iat[pname,1] in ['RW', 'LW', 'W']:
373
+ # if line_hold.iat[pname,0] not in p_used:
374
+ # sorted_lineup.append(line_hold.iat[pname,0])
375
+ # wvar = wvar + 1
376
+ # p_used.extend(sorted_lineup)
377
+ # dvar = 0
378
+ # for pname in range(0,len(line_hold)):
379
+ # if dvar == 2:
380
+ # pname = len(line_hold)
381
+ # elif dvar < 2:
382
+ # if line_hold.iat[pname,1] == "D":
383
+ # if line_hold.iat[pname,0] not in p_used:
384
+ # sorted_lineup.append(line_hold.iat[pname,0])
385
+ # dvar = dvar + 1
386
+ # p_used.extend(sorted_lineup)
387
 
388
+ # for pname in range(0,len(line_hold)):
389
+ # if line_hold.iat[pname,1] == 'G':
390
+ # if line_hold.iat[pname,0] not in p_used:
391
+ # sorted_lineup.append(line_hold.iat[pname,0])
392
+ # p_used.extend(sorted_lineup)
393
 
394
+ # for pname in range(0,len(line_hold)):
395
+ # if line_hold.iat[pname,1] != 'G':
396
+ # if line_hold.iat[pname,0] not in p_used:
397
+ # sorted_lineup.append(line_hold.iat[pname,0])
398
+ # p_used.extend(sorted_lineup)
399
 
400
+ # lineup_final['sorted'] = sorted_lineup
401
+ # lineup_final = lineup_final.drop(columns=['Names'])
402
+ # lineup_final.rename(columns={"sorted": "Names"}, inplace = True)
403
 
404
+ # elif site_var1 == 'Fanduel':
405
+ # line_hold = lineup_final[['Names']]
406
+ # line_hold['pos'] = line_hold['Names'].map(player_pos)
407
 
408
+ # cvar = 0
409
+ # for pname in range(0,len(line_hold)):
410
+ # if cvar == 2:
411
+ # pname = len(line_hold)
412
+ # elif cvar < 2:
413
+ # if line_hold.iat[pname,1] == 'C':
414
+ # if line_hold.iat[pname,0] not in p_used:
415
+ # sorted_lineup.append(line_hold.iat[pname,0])
416
+ # cvar = cvar + 1
417
+ # p_used.extend(sorted_lineup)
418
+ # wvar = 0
419
+ # for pname in range(0,len(line_hold)):
420
+ # if wvar == 2:
421
+ # pname = len(line_hold)
422
+ # elif wvar < 2:
423
+ # if line_hold.iat[pname,1] == 'W':
424
+ # if line_hold.iat[pname,0] not in p_used:
425
+ # sorted_lineup.append(line_hold.iat[pname,0])
426
+ # wvar = wvar + 1
427
+ # p_used.extend(sorted_lineup)
428
+ # dvar = 0
429
+ # for pname in range(0,len(line_hold)):
430
+ # if dvar == 2:
431
+ # pname = len(line_hold)
432
+ # elif dvar < 2:
433
+ # if line_hold.iat[pname,1] == "D":
434
+ # if line_hold.iat[pname,0] not in p_used:
435
+ # sorted_lineup.append(line_hold.iat[pname,0])
436
+ # dvar = dvar + 1
437
+ # p_used.extend(sorted_lineup)
438
 
439
+ # for pname in range(0,len(line_hold)):
440
+ # if line_hold.iat[pname,1] != 'G':
441
+ # if line_hold.iat[pname,0] not in p_used:
442
+ # sorted_lineup.append(line_hold.iat[pname,0])
443
+ # p_used.extend(sorted_lineup)
444
 
445
+ # for pname in range(0,len(line_hold)):
446
+ # if line_hold.iat[pname,1] == 'G':
447
+ # if line_hold.iat[pname,0] not in p_used:
448
+ # sorted_lineup.append(line_hold.iat[pname,0])
449
+ # p_used.extend(sorted_lineup)
450
 
451
+ # lineup_final['sorted'] = sorted_lineup
452
+ # lineup_final = lineup_final.drop(columns=['Names'])
453
+ # lineup_final.rename(columns={"sorted": "Names"}, inplace = True)
454
 
455
  lineup_test = lineup_final
456
  lineup_final = lineup_final.T
 
482
  x += 1
483
 
484
  if site_var1 == 'Draftkings':
485
+ portfolio.rename(columns={0: "PG", 1: "SG", 2: "SF", 3: "PF", 4: "C", 5: "G", 6: "F", 7: "UTIL"}, inplace = True)
486
  elif site_var1 == 'Fanduel':
487
+ portfolio.rename(columns={0: "PG", 1: "SG", 2: "SF", 3: "PF", 4: "C", 5: "G", 6: "F", 7: "UTIL"}, inplace = True)
488
  portfolio = portfolio.dropna()
489
  portfolio = portfolio.reset_index()
490
  portfolio['Lineup_num'] = portfolio['index'] + 1