Why is this problem infeasible?

[chanzer0]

Hi, I am writing a Linear Programming problem to help generate daily fantasy lineups.

The goal is:

• Maximize Fpts projection

The constraints are:

• Salary (Maximum 50,000)
• Positionality (Have to have 1 PG, 1 SG, 1 SF, 1 PF, 1 C, 1 G, 1 F and 1 UTIL player) where "G" players are either PG or SG, "F" are either SF or PF players, and "UTIL" are any position players

I have my problem set up like this:

# Create problem
prob = plp.LpProblem("NBA_DK", plp.LpMaximize)

# Objective function
prob += plp.lpSum([fpts[i] * player_vars[i] for i in players]), 'Objective - Maximize Fpts'

# Salary constraint
prob += plp.lpSum([salaries[i] * player_vars[i] for i in players]) <= 50000, 'Salary Constraints'

 # Position constraints                 
for curr_pos in ['PG', 'SG', 'SF', 'PF', 'C', 'G', 'F', 'UTIL']:
    prob += plp.lpSum([player_vars[player] for player in players if curr_pos in positions[player]]) == 1, f'{curr_pos} Positional Constraint'

Here are some of the example variables being referenced above

player_vars
player_vars = plp.LpVariable.dicts("Players", players, lowBound=0, cat='Binary')

projections

projections = pd.read_csv('../dk_data/projections.csv', thousands=',')
...
                        Name   Fpts        Position Team Opponent  Minutes  Salary  Pts/$  Value
0               Nikola Jokic  61.52          C/UTIL  DEN      LAL     33.9   11700   5.26   3.02
1      Giannis Antetokounmpo  58.09     PF/C/F/UTIL  MIL      NYK     36.1   12000   4.84  -1.91
2               LeBron James  53.05    SF/PF/F/UTIL  LAL      DEN     35.4   10900   4.87  -1.45
3               Jayson Tatum  52.94    SF/PF/F/UTIL  BOS      CHI     37.1   10700   4.95  -0.56
4           Domantas Sabonis  52.62          C/UTIL  SAC      ORL     36.7   10500   5.01   0.12
5                  Ja Morant  51.01       PG/G/UTIL  MEM      SAS     32.6   10300   4.95  -0.49
6              Julius Randle  49.74       PF/F/UTIL  NYK      MIL     38.0   10400   4.78  -2.26
7         Kristaps Porzingis  44.76     PF/C/F/UTIL  WAS      NOP     35.0    9400   4.76  -2.24
8               De'Aaron Fox  43.40       PG/G/UTIL  SAC      ORL     35.3    8700   4.99  -0.10
9              DeMar DeRozan  43.21    SF/PF/F/UTIL  CHI      BOS     36.8    9000   4.80  -1.79
10              Jaylen Brown  42.45  SG/SF/G/F/UTIL  BOS      CHI     33.7    9500   4.47  -5.05
11               CJ McCollum  42.05       PG/G/UTIL  NOP      WAS     35.0    8500   4.95  -0.45
12             Jalen Brunson  41.20       PG/G/UTIL  NYK      MIL     36.2    8100   5.09   0.70
13            Paolo Banchero  40.34    SF/PF/F/UTIL  ORL      SAC     34.3    8200   4.92  -0.66
14                Kyle Kuzma  39.88    SF/PF/F/UTIL  WAS      NOP     34.8    8400   4.75  -2.12
15            Nikola Vucevic  37.51          C/UTIL  CHI      BOS     32.0    8000   4.69  -2.49
16               Zach LaVine  37.45  SG/SF/G/F/UTIL  CHI      BOS     34.9    7500   4.99  -0.05
17         Russell Westbrook  37.11       PG/G/UTIL  LAL      DEN     28.9    7700   4.82  -1.39
18         Jaren Jackson Jr.  36.08     PF/C/F/UTIL  MEM      SAS     28.3    6800   5.31   2.08
19            Keldon Johnson  35.44       SF/F/UTIL  SAS      MEM     31.7    7000   5.06   0.44
20              Jrue Holiday  35.32       PG/G/UTIL  MIL      NYK     32.4    7400   4.77  -1.68
21              Desmond Bane  35.18       SG/G/UTIL  MEM      SAS     29.2    6600   5.33   2.18
22         Jonas Valanciunas  34.71          C/UTIL  NOP      WAS     26.4    6600   5.26   1.71
23              Jamal Murray  34.59       PG/G/UTIL  DEN      LAL     31.9    6800   5.09   0.59
24                 Tre Jones  32.40       PG/G/UTIL  SAS      MEM     30.2    6000   5.40   2.40
25              Aaron Gordon  32.37       PF/F/UTIL  DEN      LAL     30.1    6600   4.90  -0.63
26              Franz Wagner  32.13  SG/SF/G/F/UTIL  ORL      SAC     35.1    7100   4.53  -3.37
27              Jakob Poeltl  31.88          C/UTIL  SAS      MEM     25.8    5900   5.40   2.38
28             Thomas Bryant  31.78          C/UTIL  LAL      DEN     29.9    6300   5.05   0.28
29         Immanuel Quickley  31.78    PG/SG/G/UTIL  NYK      MIL     35.9    6200   5.13   0.78
30        Wendell Carter Jr.  31.64          C/UTIL  ORL      SAC     29.8    6400   4.94  -0.36
31              Steven Adams  29.50          C/UTIL  MEM      SAS     27.6    6000   4.92  -0.50
32             Naji Marshall  29.14    SF/PF/F/UTIL  NOP      WAS     34.1    5500   5.30   1.64
33        Michael Porter Jr.  29.10       SF/F/UTIL  DEN      LAL     29.7    5900   4.93  -0.40
34            Markelle Fultz  29.02       PG/G/UTIL  ORL      SAC     28.8    6100   4.76  -1.48
35              Bobby Portis  28.49     PF/C/F/UTIL  MIL      NYK     27.1    6700   4.25  -5.01
36             Kevin Huerter  28.25  SG/SF/G/F/UTIL  SAC      ORL     32.9    5700   4.96  -0.25
37         Mitchell Robinson  27.48          C/UTIL  NYK      MIL     29.9    5200   5.28   1.48
38           Malcolm Brogdon  27.16    PG/SG/G/UTIL  BOS      CHI     24.5    5300   5.12   0.66
39           Dennis Schroder  27.07       PG/G/UTIL  LAL      DEN     34.6    5700   4.75  -1.43
40           Harrison Barnes  26.88    SF/PF/F/UTIL  SAC      ORL     32.9    5600   4.80  -1.12
41             Dillon Brooks  26.32  SG/SF/G/F/UTIL  MEM      SAS     29.1    5800   4.54  -2.68
42            Daniel Gafford  26.22          C/UTIL  WAS      NOP     24.7    4700   5.58   2.72
43               Brook Lopez  25.35          C/UTIL  MIL      NYK     28.6    5700   4.45  -3.15
44              Monte Morris  25.13       PG/G/UTIL  WAS      NOP     27.9    4800   5.23   1.13
45             Jeremy Sochan  25.10       PF/F/UTIL  SAS      MEM     28.6    5000   5.02   0.10
46              Cole Anthony  25.07    PG/SG/G/UTIL  ORL      SAC     26.7    5200   4.82  -0.93
47             Derrick White  24.74    PG/SG/G/UTIL  BOS      CHI     28.7    5100   4.85  -0.76
48              Bones Hyland  24.70    PG/SG/G/UTIL  DEN      LAL     21.8    4900   5.04   0.20
49                Malik Monk  23.98       SG/G/UTIL  SAC      ORL     22.1    4500   5.33   1.48
50           Robert Williams  23.88          C/UTIL  BOS      CHI     21.8    4400   5.43   1.88
51                Al Horford  23.51     PF/C/F/UTIL  BOS      CHI     29.0    4800   4.90  -0.49
52            Quentin Grimes  23.48  SG/SF/G/F/UTIL  NYK      MIL     34.4    5400   4.35  -3.52
53             Rui Hachimura  23.25       PF/F/UTIL  WAS      NOP     24.5    4700   4.95  -0.25
54             Herbert Jones  23.16       SF/F/UTIL  NOP      WAS     27.5    4900   4.73  -1.34
55               Deni Avdija  22.61       SF/F/UTIL  WAS      NOP     25.7    4200   5.38   1.61
56           Trey Murphy III  22.56  SG/SF/G/F/UTIL  NOP      WAS     28.2    5100   4.42  -2.94
57          Patrick Williams  21.92    SF/PF/F/UTIL  CHI      BOS     30.6    4400   4.98  -0.08
58  Kentavious Caldwell-Pope  21.74       SG/G/UTIL  DEN      LAL     31.3    4400   4.94  -0.26
59           Josh Richardson  21.62    PG/SG/G/UTIL  SAS      MEM     21.7    4000   5.40   1.62
60             Keegan Murray  21.61       PF/F/UTIL  SAC      ORL     27.8    4300   5.03   0.11
61               Bruce Brown  21.01  SG/SF/G/F/UTIL  DEN      LAL     24.2    5000   4.20  -3.99
62             Moritz Wagner  20.30     PF/C/F/UTIL  ORL      SAC     19.5    5300   3.83  -6.20
63              Zach Collins  20.08          C/UTIL  SAS      MEM     17.9    4700   4.27  -3.42

players
players = list(projections['Name'])

fpts, salaries, positions

salaries = dict(zip(players, projections['Salary']))
fpts = dict(zip(players, projections['Fpts']))
positions = dict(zip(players, projections['Position']))

Here is my prob.writeLP() output:

\* NBA_DK *\
Maximize
OBJ: 32.37 Players_Aaron_Gordon + 23.51 Players_Al_Horford
 + 28.49 Players_Bobby_Portis + 24.7 Players_Bones_Hyland
 + 25.35 Players_Brook_Lopez + 21.01 Players_Bruce_Brown
 + 42.05 Players_CJ_McCollum + 25.07 Players_Cole_Anthony
 + 26.22 Players_Daniel_Gafford + 43.4 Players_De'Aaron_Fox
 + 43.21 Players_DeMar_DeRozan + 22.61 Players_Deni_Avdija
 + 27.07 Players_Dennis_Schroder + 24.74 Players_Derrick_White
 + 35.18 Players_Desmond_Bane + 26.32 Players_Dillon_Brooks
 + 52.62 Players_Domantas_Sabonis + 32.13 Players_Franz_Wagner
 + 58.09 Players_Giannis_Antetokounmpo + 26.88 Players_Harrison_Barnes
 + 23.16 Players_Herbert_Jones + 31.78 Players_Immanuel_Quickley
 + 51.01 Players_Ja_Morant + 31.88 Players_Jakob_Poeltl
 + 41.2 Players_Jalen_Brunson + 34.59 Players_Jamal_Murray
 + 36.08 Players_Jaren_Jackson_Jr. + 42.45 Players_Jaylen_Brown
 + 52.94 Players_Jayson_Tatum + 25.1 Players_Jeremy_Sochan
 + 34.71 Players_Jonas_Valanciunas + 21.62 Players_Josh_Richardson
 + 35.32 Players_Jrue_Holiday + 49.74 Players_Julius_Randle
 + 21.61 Players_Keegan_Murray + 35.44 Players_Keldon_Johnson
 + 21.74 Players_Kentavious_Caldwell_Pope + 28.25 Players_Kevin_Huerter
 + 44.76 Players_Kristaps_Porzingis + 39.88 Players_Kyle_Kuzma
 + 53.05 Players_LeBron_James + 27.16 Players_Malcolm_Brogdon
 + 23.98 Players_Malik_Monk + 29.02 Players_Markelle_Fultz
 + 29.1 Players_Michael_Porter_Jr. + 27.48 Players_Mitchell_Robinson
 + 25.13 Players_Monte_Morris + 20.3 Players_Moritz_Wagner
 + 29.14 Players_Naji_Marshall + 61.52 Players_Nikola_Jokic
 + 37.51 Players_Nikola_Vucevic + 40.34 Players_Paolo_Banchero
 + 21.92 Players_Patrick_Williams + 23.48 Players_Quentin_Grimes
 + 23.88 Players_Robert_Williams + 23.25 Players_Rui_Hachimura
 + 37.11 Players_Russell_Westbrook + 29.5 Players_Steven_Adams
 + 31.78 Players_Thomas_Bryant + 32.4 Players_Tre_Jones
 + 22.56 Players_Trey_Murphy_III + 31.64 Players_Wendell_Carter_Jr.
 + 20.08 Players_Zach_Collins + 37.45 Players_Zach_LaVine
Subject To
C_Positional_Constraint: Players_Al_Horford + Players_Bobby_Portis
 + Players_Brook_Lopez + Players_Daniel_Gafford + Players_Domantas_Sabonis
 + Players_Giannis_Antetokounmpo + Players_Jakob_Poeltl
 + Players_Jaren_Jackson_Jr. + Players_Jonas_Valanciunas
 + Players_Kristaps_Porzingis + Players_Mitchell_Robinson
 + Players_Moritz_Wagner + Players_Nikola_Jokic + Players_Nikola_Vucevic
 + Players_Robert_Williams + Players_Steven_Adams + Players_Thomas_Bryant
 + Players_Wendell_Carter_Jr. + Players_Zach_Collins = 1
F_Positional_Constraint: Players_Aaron_Gordon + Players_Al_Horford
 + Players_Bobby_Portis + Players_Bruce_Brown + Players_DeMar_DeRozan
 + Players_Deni_Avdija + Players_Dillon_Brooks + Players_Franz_Wagner
 + Players_Giannis_Antetokounmpo + Players_Harrison_Barnes
 + Players_Herbert_Jones + Players_Jaren_Jackson_Jr. + Players_Jaylen_Brown
 + Players_Jayson_Tatum + Players_Jeremy_Sochan + Players_Julius_Randle
 + Players_Keegan_Murray + Players_Keldon_Johnson + Players_Kevin_Huerter
 + Players_Kristaps_Porzingis + Players_Kyle_Kuzma + Players_LeBron_James
 + Players_Michael_Porter_Jr. + Players_Moritz_Wagner + Players_Naji_Marshall
 + Players_Paolo_Banchero + Players_Patrick_Williams + Players_Quentin_Grimes
 + Players_Rui_Hachimura + Players_Trey_Murphy_III + Players_Zach_LaVine = 1
G_Positional_Constraint: Players_Bones_Hyland + Players_Bruce_Brown
 + Players_CJ_McCollum + Players_Cole_Anthony + Players_De'Aaron_Fox
 + Players_Dennis_Schroder + Players_Derrick_White + Players_Desmond_Bane
 + Players_Dillon_Brooks + Players_Franz_Wagner + Players_Immanuel_Quickley
 + Players_Ja_Morant + Players_Jalen_Brunson + Players_Jamal_Murray
 + Players_Jaylen_Brown + Players_Josh_Richardson + Players_Jrue_Holiday
 + Players_Kentavious_Caldwell_Pope + Players_Kevin_Huerter
 + Players_Malcolm_Brogdon + Players_Malik_Monk + Players_Markelle_Fultz
 + Players_Monte_Morris + Players_Quentin_Grimes + Players_Russell_Westbrook
 + Players_Tre_Jones + Players_Trey_Murphy_III + Players_Zach_LaVine = 1
PF_Positional_Constraint: Players_Aaron_Gordon + Players_Al_Horford
 + Players_Bobby_Portis + Players_DeMar_DeRozan
 + Players_Giannis_Antetokounmpo + Players_Harrison_Barnes
 + Players_Jaren_Jackson_Jr. + Players_Jayson_Tatum + Players_Jeremy_Sochan
 + Players_Julius_Randle + Players_Keegan_Murray + Players_Kristaps_Porzingis
 + Players_Kyle_Kuzma + Players_LeBron_James + Players_Moritz_Wagner
 + Players_Naji_Marshall + Players_Paolo_Banchero + Players_Patrick_Williams
 + Players_Rui_Hachimura = 1
PG_Positional_Constraint: Players_Bones_Hyland + Players_CJ_McCollum
 + Players_Cole_Anthony + Players_De'Aaron_Fox + Players_Dennis_Schroder
 + Players_Derrick_White + Players_Immanuel_Quickley + Players_Ja_Morant
 + Players_Jalen_Brunson + Players_Jamal_Murray + Players_Josh_Richardson
 + Players_Jrue_Holiday + Players_Malcolm_Brogdon + Players_Markelle_Fultz
 + Players_Monte_Morris + Players_Russell_Westbrook + Players_Tre_Jones = 1
SF_Positional_Constraint: Players_Bruce_Brown + Players_DeMar_DeRozan
 + Players_Deni_Avdija + Players_Dillon_Brooks + Players_Franz_Wagner
 + Players_Harrison_Barnes + Players_Herbert_Jones + Players_Jaylen_Brown
 + Players_Jayson_Tatum + Players_Keldon_Johnson + Players_Kevin_Huerter
 + Players_Kyle_Kuzma + Players_LeBron_James + Players_Michael_Porter_Jr.
 + Players_Naji_Marshall + Players_Paolo_Banchero + Players_Patrick_Williams
 + Players_Quentin_Grimes + Players_Trey_Murphy_III + Players_Zach_LaVine = 1
SG_Positional_Constraint: Players_Bones_Hyland + Players_Bruce_Brown
 + Players_Cole_Anthony + Players_Derrick_White + Players_Desmond_Bane
 + Players_Dillon_Brooks + Players_Franz_Wagner + Players_Immanuel_Quickley
 + Players_Jaylen_Brown + Players_Josh_Richardson
 + Players_Kentavious_Caldwell_Pope + Players_Kevin_Huerter
 + Players_Malcolm_Brogdon + Players_Malik_Monk + Players_Quentin_Grimes
 + Players_Trey_Murphy_III + Players_Zach_LaVine = 1
Salary_Constraints: 6600 Players_Aaron_Gordon + 4800 Players_Al_Horford
 + 6700 Players_Bobby_Portis + 4900 Players_Bones_Hyland
 + 5700 Players_Brook_Lopez + 5000 Players_Bruce_Brown
 + 8500 Players_CJ_McCollum + 5200 Players_Cole_Anthony
 + 4700 Players_Daniel_Gafford + 8700 Players_De'Aaron_Fox
 + 9000 Players_DeMar_DeRozan + 4200 Players_Deni_Avdija
 + 5700 Players_Dennis_Schroder + 5100 Players_Derrick_White
 + 6600 Players_Desmond_Bane + 5800 Players_Dillon_Brooks
 + 10500 Players_Domantas_Sabonis + 7100 Players_Franz_Wagner
 + 12000 Players_Giannis_Antetokounmpo + 5600 Players_Harrison_Barnes
 + 4900 Players_Herbert_Jones + 6200 Players_Immanuel_Quickley
 + 10300 Players_Ja_Morant + 5900 Players_Jakob_Poeltl
 + 8100 Players_Jalen_Brunson + 6800 Players_Jamal_Murray
 + 6800 Players_Jaren_Jackson_Jr. + 9500 Players_Jaylen_Brown
 + 10700 Players_Jayson_Tatum + 5000 Players_Jeremy_Sochan
 + 6600 Players_Jonas_Valanciunas + 4000 Players_Josh_Richardson
 + 7400 Players_Jrue_Holiday + 10400 Players_Julius_Randle
 + 4300 Players_Keegan_Murray + 7000 Players_Keldon_Johnson
 + 4400 Players_Kentavious_Caldwell_Pope + 5700 Players_Kevin_Huerter
 + 9400 Players_Kristaps_Porzingis + 8400 Players_Kyle_Kuzma
 + 10900 Players_LeBron_James + 5300 Players_Malcolm_Brogdon
 + 4500 Players_Malik_Monk + 6100 Players_Markelle_Fultz
 + 5900 Players_Michael_Porter_Jr. + 5200 Players_Mitchell_Robinson
 + 4800 Players_Monte_Morris + 5300 Players_Moritz_Wagner
 + 5500 Players_Naji_Marshall + 11700 Players_Nikola_Jokic
 + 8000 Players_Nikola_Vucevic + 8200 Players_Paolo_Banchero
 + 4400 Players_Patrick_Williams + 5400 Players_Quentin_Grimes
 + 4400 Players_Robert_Williams + 4700 Players_Rui_Hachimura
 + 7700 Players_Russell_Westbrook + 6000 Players_Steven_Adams
 + 6300 Players_Thomas_Bryant + 6000 Players_Tre_Jones
 + 5100 Players_Trey_Murphy_III + 6400 Players_Wendell_Carter_Jr.
 + 4700 Players_Zach_Collins + 7500 Players_Zach_LaVine <= 50000
UTIL_Positional_Constraint: Players_Aaron_Gordon + Players_Al_Horford
 + Players_Bobby_Portis + Players_Bones_Hyland + Players_Brook_Lopez
 + Players_Bruce_Brown + Players_CJ_McCollum + Players_Cole_Anthony
 + Players_Daniel_Gafford + Players_De'Aaron_Fox + Players_DeMar_DeRozan
 + Players_Deni_Avdija + Players_Dennis_Schroder + Players_Derrick_White
 + Players_Desmond_Bane + Players_Dillon_Brooks + Players_Domantas_Sabonis
 + Players_Franz_Wagner + Players_Giannis_Antetokounmpo
 + Players_Harrison_Barnes + Players_Herbert_Jones + Players_Immanuel_Quickley
 + Players_Ja_Morant + Players_Jakob_Poeltl + Players_Jalen_Brunson
 + Players_Jamal_Murray + Players_Jaren_Jackson_Jr. + Players_Jaylen_Brown
 + Players_Jayson_Tatum + Players_Jeremy_Sochan + Players_Jonas_Valanciunas
 + Players_Josh_Richardson + Players_Jrue_Holiday + Players_Julius_Randle
 + Players_Keegan_Murray + Players_Keldon_Johnson
 + Players_Kentavious_Caldwell_Pope + Players_Kevin_Huerter
 + Players_Kristaps_Porzingis + Players_Kyle_Kuzma + Players_LeBron_James
 + Players_Malcolm_Brogdon + Players_Malik_Monk + Players_Markelle_Fultz
 + Players_Michael_Porter_Jr. + Players_Mitchell_Robinson
 + Players_Monte_Morris + Players_Moritz_Wagner + Players_Naji_Marshall
 + Players_Nikola_Jokic + Players_Nikola_Vucevic + Players_Paolo_Banchero
 + Players_Patrick_Williams + Players_Quentin_Grimes + Players_Robert_Williams
 + Players_Rui_Hachimura + Players_Russell_Westbrook + Players_Steven_Adams
 + Players_Thomas_Bryant + Players_Tre_Jones + Players_Trey_Murphy_III
 + Players_Wendell_Carter_Jr. + Players_Zach_Collins + Players_Zach_LaVine = 1
Binaries
Players_Aaron_Gordon
Players_Al_Horford
Players_Bobby_Portis
Players_Bones_Hyland
Players_Brook_Lopez
Players_Bruce_Brown
Players_CJ_McCollum
Players_Cole_Anthony
Players_Daniel_Gafford
Players_De'Aaron_Fox
Players_DeMar_DeRozan
Players_Deni_Avdija
Players_Dennis_Schroder
Players_Derrick_White
Players_Desmond_Bane
Players_Dillon_Brooks
Players_Domantas_Sabonis
Players_Franz_Wagner
Players_Giannis_Antetokounmpo
Players_Harrison_Barnes
Players_Herbert_Jones
Players_Immanuel_Quickley
Players_Ja_Morant
Players_Jakob_Poeltl
Players_Jalen_Brunson
Players_Jamal_Murray
Players_Jaren_Jackson_Jr.
Players_Jaylen_Brown
Players_Jayson_Tatum
Players_Jeremy_Sochan
Players_Jonas_Valanciunas
Players_Josh_Richardson
Players_Jrue_Holiday
Players_Julius_Randle
Players_Keegan_Murray
Players_Keldon_Johnson
Players_Kentavious_Caldwell_Pope
Players_Kevin_Huerter
Players_Kristaps_Porzingis
Players_Kyle_Kuzma
Players_LeBron_James
Players_Malcolm_Brogdon
Players_Malik_Monk
Players_Markelle_Fultz
Players_Michael_Porter_Jr.
Players_Mitchell_Robinson
Players_Monte_Morris
Players_Moritz_Wagner
Players_Naji_Marshall
Players_Nikola_Jokic
Players_Nikola_Vucevic
Players_Paolo_Banchero
Players_Patrick_Williams
Players_Quentin_Grimes
Players_Robert_Williams
Players_Rui_Hachimura
Players_Russell_Westbrook
Players_Steven_Adams
Players_Thomas_Bryant
Players_Tre_Jones
Players_Trey_Murphy_III
Players_Wendell_Carter_Jr.
Players_Zach_Collins
Players_Zach_LaVine
End

When trying to .solve() this problem`:

prob.solve(plp.PULP_CBC_CMD(msg=0))
print(f'Status: {plp.LpStatus[prob.status]}')

score = str(prob.objective)
for v in prob.variables():
    score = score.replace(v.name, str(v.varValue))

score = eval(score)
lineup = [v.name for v in prob.variables() if v.varValue != 0]

print(score, lineup)

it outputs:

Status: Infeasible
23.570000000000004 ['Players_Giannis_Antetokounmpo', 'Players_Immanuel_Quickley', 'Players_Ja_Morant', 'Players_Jaylen_Brown', 'Players_Malcolm_Brogdon']

I know the issue lies within the positionality constraints, because commenting them out or altering them produces an optimal result.