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s460941 2020-06-15 12:16:49 +02:00
parent 20395941dc
commit 19b7f6b344
5 changed files with 1629 additions and 2455 deletions
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44
.idea/workspace.xml
View File

@ -3,6 +3,9 @@
<component name="ChangeListManager"> <component name="ChangeListManager">
<list default="true" id="0fc070d1-3753-43f5-b5e7-37c2bc110b95" name="Default Changelist" comment=""> <list default="true" id="0fc070d1-3753-43f5-b5e7-37c2bc110b95" name="Default Changelist" comment="">
<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" /> <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
<change beforePath="$PROJECT_DIR$/main.py" beforeDir="false" afterPath="$PROJECT_DIR$/main.py" afterDir="false" />
<change beforePath="$PROJECT_DIR$/matches_list.csv" beforeDir="false" afterPath="$PROJECT_DIR$/matches_list.csv" afterDir="false" />
<change beforePath="$PROJECT_DIR$/teams_list.csv" beforeDir="false" afterPath="$PROJECT_DIR$/teams_list.csv" afterDir="false" />
<change beforePath="$PROJECT_DIR$/worker.fcl" beforeDir="false" afterPath="$PROJECT_DIR$/worker.fcl" afterDir="false" /> <change beforePath="$PROJECT_DIR$/worker.fcl" beforeDir="false" afterPath="$PROJECT_DIR$/worker.fcl" afterDir="false" />
</list> </list>
<option name="SHOW_DIALOG" value="false" /> <option name="SHOW_DIALOG" value="false" />
@ -89,38 +92,42 @@
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<screen x="67" y="27" width="1533" height="873" /> <screen x="67" y="27" width="1533" height="873" />
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<screen x="67" y="27" width="1533" height="873" /> <screen x="67" y="27" width="1533" height="873" />
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<state width="1510" height="246" key="GridCell.Tab.0.right/67.27.1533.873/1600.0.1920.1080@67.27.1533.873" timestamp="1591785983186" /> <state width="1510" height="218" key="GridCell.Tab.0.right/67.27.1533.873/1600.0.1920.1080@67.27.1533.873" timestamp="1592216066059" />
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<state width="1510" height="272" key="GridCell.Tab.1.bottom/67.27.1533.873/1600.0.1920.1080@67.27.1533.873" timestamp="1591785311471" /> <state width="1510" height="207" key="GridCell.Tab.1.bottom/67.27.1533.873/1600.0.1920.1080@67.27.1533.873" timestamp="1592215668952" />
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<screen x="67" y="27" width="1533" height="873" /> <screen x="67" y="27" width="1533" height="873" />
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<screen x="67" y="27" width="1533" height="873" /> <screen x="67" y="27" width="1533" height="873" />
</state> </state>
<state width="1510" height="272" key="GridCell.Tab.1.left/67.27.1533.873/1600.0.1920.1080@67.27.1533.873" timestamp="1591785311468" /> <state width="1510" height="207" key="GridCell.Tab.1.left/67.27.1533.873/1600.0.1920.1080@67.27.1533.873" timestamp="1592215668952" />
<state width="1510" height="272" key="GridCell.Tab.1.right" timestamp="1591785311471"> <state width="1510" height="207" key="GridCell.Tab.1.right" timestamp="1592215668952">
<screen x="67" y="27" width="1533" height="873" /> <screen x="67" y="27" width="1533" height="873" />
</state> </state>
<state width="1510" height="272" key="GridCell.Tab.1.right/67.27.1533.873/1600.0.1920.1080@67.27.1533.873" timestamp="1591785311471" /> <state width="1510" height="207" key="GridCell.Tab.1.right/67.27.1533.873/1600.0.1920.1080@67.27.1533.873" timestamp="1592215668952" />
<state width="766" height="437" key="XDebugger.FullValuePopup" timestamp="1592211406584">
<screen x="67" y="27" width="1533" height="873" />
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<state x="376" y="181" width="904" height="562" key="com.intellij.xdebugger.impl.breakpoints.ui.BreakpointsDialogFactory$2" timestamp="1591723368763"> <state x="376" y="181" width="904" height="562" key="com.intellij.xdebugger.impl.breakpoints.ui.BreakpointsDialogFactory$2" timestamp="1591723368763">
<screen x="67" y="27" width="1533" height="873" /> <screen x="67" y="27" width="1533" height="873" />
</state> </state>
@ -130,10 +137,9 @@
<breakpoint-manager> <breakpoint-manager>
<breakpoints> <breakpoints>
<line-breakpoint enabled="true" suspend="THREAD" type="python-line"> <line-breakpoint enabled="true" suspend="THREAD" type="python-line">
<condition expression="i==627" language="Python" />
<url>file://$PROJECT_DIR$/main.py</url> <url>file://$PROJECT_DIR$/main.py</url>
<line>10</line> <line>98</line>
<option name="timeStamp" value="13" /> <option name="timeStamp" value="19" />
</line-breakpoint> </line-breakpoint>
</breakpoints> </breakpoints>
</breakpoint-manager> </breakpoint-manager>

68
main.py
View File

@ -2,6 +2,8 @@ from fcl_parser import FCLParser
import skfuzzy.control as ctrl import skfuzzy.control as ctrl
import pandas as pd import pandas as pd
s1 = '2018/2019'
s2 = '2019/2020'
teams = pd.read_csv('teams_list.csv') teams = pd.read_csv('teams_list.csv')
matches = pd.read_csv('matches_list.csv') matches = pd.read_csv('matches_list.csv')
@ -11,16 +13,66 @@ for i in range(0,matches.shape[0]):
team1 = matches['Team1'][i][:-1] team1 = matches['Team1'][i][:-1]
team2 = matches['Team2'][i][1:-1] team2 = matches['Team2'][i][1:-1]
gameweek = matches['Gameweek'][i] gameweek = matches['Gameweek'][i]
season = matches['Season'][i]
points2017 = {
"Legia Warszawa": 70,
"Jagiellonia Białystok": 67,
"Lech Poznań": 60,
"Górnik Zabrze": 60,
"Wisła Płock": 57,
"Wisła Kraków": 55,
"Zagłębie Lubin": 52,
"Korona Kielce": 49,
"Cracovia Kraków": 50,
"Śląsk Wrocław": 50,
"Pogoń Szczecin": 45,
"Arka Gdynia": 43,
"Lechia Gdańsk": 39,
"Piast Gliwice": 37,
"Miedź Legnica": 35,
"Zagłębie Sosnowiec": 35,
}
if((team1 not in not_in_df) and (team2 not in not_in_df)): if((team1 not in not_in_df) and (team2 not in not_in_df)):
try: try:
form_1 = teams.loc[ (teams['Team'] == team1) & (teams['Gameweek'] == gameweek)].Form.values[0]
temp_1 = teams.loc[ (teams['Team'] == team1) & (teams['Gameweek'] == gameweek)].Points.values[0] form_1 = teams.loc[(teams['Team'] == team1) & (teams['Gameweek'] == gameweek) & (teams['Season'] == season)].Form.values[0]
form_2 = teams.loc[ (teams['Team'] == team2) & (teams['Gameweek'] == gameweek)].Form.values[0] temp_1 = teams.loc[(teams['Team'] == team1) & (teams['Gameweek'] == gameweek) & (teams['Season'] == season)].Points.values[0]
temp_2 = teams.loc[ (teams['Team'] == team2) & (teams['Gameweek'] == gameweek)].Points.values[0] xGform_1 = teams.loc[(teams['Team'] == team1) & (teams['Gameweek'] == gameweek) & (teams['Season'] == season)].xGform.values[0]
form_2 = teams.loc[(teams['Team'] == team2) & (teams['Gameweek'] == gameweek) & (teams['Season'] == season)].Form.values[0]
temp_2 = teams.loc[(teams['Team'] == team2) & (teams['Gameweek'] == gameweek) & (teams['Season'] == season)].Points.values[0]
xGform_2 = teams.loc[(teams['Team'] == team2) & (teams['Gameweek'] == gameweek) & (teams['Season'] == season)].xGform.values[0]
except: except:
print(team1 + team2 + str(gameweek)) print(team1 + team2 + str(gameweek))
if ((gameweek < 7) & (season==s1)):
try:
t1 = points2017[team1]
except:
t1 = 35
try:
t2 = points2017[team2]
except:
t2 = 35
points = t1 - t2
elif ((gameweek < 7) & (season==s2)):
try:
t1 = teams.loc[(teams['Team'] == team1) & (teams['Gameweek'] == 37) & (teams['Season'] == s1)].Points.values[0]
except:
t1 = 35
try:
t2 = teams.loc[(teams['Team'] == team2) & (teams['Gameweek'] == 37) & (teams['Season'] == s1)].Points.values[0]
except:
t2 = 35
points = t1 - t2
else:
points = temp_1 - temp_2 points = temp_1 - temp_2
#0.365234375
temp = teams.loc[ (teams['Team'] == team1) & (teams['Gameweek'] == gameweek)].Result.values[0] temp = teams.loc[ (teams['Team'] == team1) & (teams['Gameweek'] == gameweek)].Result.values[0]
ground_truth = 0 ground_truth = 0
@ -30,7 +82,7 @@ for i in range(0,matches.shape[0]):
ground_truth = 0 ground_truth = 0
else: else:
ground_truth = 1 ground_truth = 1
matches_input.append([form_1, form_2, points, ground_truth]) matches_input.append([form_1, form_2, points, xGform_1, xGform_2, ground_truth])
p = FCLParser() # Create the parser p = FCLParser() # Create the parser
p.read_fcl_file('worker.fcl') p.read_fcl_file('worker.fcl')
@ -42,6 +94,8 @@ for i in range(0,matches.shape[0]):
module.input['form1'] = matches_input[i][0] module.input['form1'] = matches_input[i][0]
module.input['form2'] = matches_input[i][1] module.input['form2'] = matches_input[i][1]
module.input['points'] = matches_input[i][2] module.input['points'] = matches_input[i][2]
module.input['xGform1'] = matches_input[i][3]
module.input['xGform2'] = matches_input[i][4]
module.compute() module.compute()
x = module.output['result'] x = module.output['result']
x = float("{:.4f}".format(x)) x = float("{:.4f}".format(x))
@ -54,12 +108,12 @@ for i in range(0,matches.shape[0]):
else: else:
y = 0 y = 0
predictions.append(y) predictions.append(y)
print("|FCL: " +str(x) + "|ROUND: " + str(y) + "|GROUND: " + str(matches_input[i][3]) + "|PKT DIFFERENCE: " + str(matches_input[i][2])+'|') print("|FCL: " +str(x) + "|ROUND: " + str(y) + "|GROUND: " + str(matches_input[i][5]) + "|PKT DIFFERENCE: " + str(matches_input[i][2])+'|')
num = 0 num = 0
cor = 0 cor = 0
for i in range(0,matches.shape[0]): for i in range(0,matches.shape[0]):
if(predictions[i]==matches_input[i][3]): if(predictions[i]==matches_input[i][5]):
cor+=1 cor+=1
num+=1 num+=1
else: else:

1342
matches_list.csv
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File diff suppressed because it is too large Load Diff

2606
teams_list.csv
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File diff suppressed because it is too large Load Diff

22
worker.fcl
View File

@ -4,6 +4,8 @@ VAR_INPUT
form1: REAL; form1: REAL;
form2: REAL; form2: REAL;
points: REAL; points: REAL;
xGform1: REAL;
xGform2: REAL;
END_VAR END_VAR
VAR_OUTPUT VAR_OUTPUT
@ -31,6 +33,18 @@ FUZZIFY points
TERM high := (10,0)(20,1); TERM high := (10,0)(20,1);
END_FUZZIFY END_FUZZIFY
FUZZIFY xGform1
RANGE := (-15.000 .. 15.000);
TERM luck := (-5,1)(-2,0);
TERM badluck := (2,0)(5,1);
END_FUZZIFY
FUZZIFY xGform2
RANGE := (-15.000 .. 15.000);
TERM luck := (-5,1)(-2,0);
TERM badluck := (2,0)(5,1);
END_FUZZIFY
DEFUZZIFY result DEFUZZIFY result
RANGE := (-1.000 .. 1.000); RANGE := (-1.000 .. 1.000);
TERM home := (-1,1) (0,0); TERM home := (-1,1) (0,0);
@ -46,13 +60,16 @@ RULEBLOCK
ACCU : MAX; ACCU : MAX;
ACT : MIN; ACT : MIN;
// aktualny wynik 0.364734 // 0.365234375
//tego nic nie daje //tego nic nie daje
RULE 0 : if form1 is great and form2 is bad then result is home RULE 0 : if form1 is great and form2 is bad then result is home
// rozbicie home // rozbicie home
RULE 3 : if form1 is great and form2 is avg and points is low then result is draw RULE 3 : if form1 is great and form2 is avg and points is low then result is draw
RULE 1 : if form1 is great and form2 is avg and points is avg and (xGform1 is luck or xGform2 is badluck) then result is draw
RULE 4 : if form1 is great and form2 is avg and points is avg then result is home RULE 4 : if form1 is great and form2 is avg and points is avg then result is home
RULE 2 : if form1 is great and form2 is avg and points is high and (xGform1 is luck or xGform2 is badluck) then result is draw
RULE 5 : if form1 is great and form2 is avg and points is high then result is home RULE 5 : if form1 is great and form2 is avg and points is high then result is home
//rozbicie //rozbicie
RULE 6 : if form1 is great and form2 is great and points is low then result is away RULE 6 : if form1 is great and form2 is great and points is low then result is away
@ -72,6 +89,7 @@ RULEBLOCK
RULE 37 : if form1 is avg and form2 is great and points is low then result is away RULE 37 : if form1 is avg and form2 is great and points is low then result is away
RULE 38 : if form1 is avg and form2 is great and points is avg then result is draw RULE 38 : if form1 is avg and form2 is great and points is avg then result is draw
RULE 39 : if form1 is avg and form2 is great and points is high then result is home RULE 39 : if form1 is avg and form2 is great and points is high then result is home
RULE 40 : if form1 is avg and form2 is great and points is high and (xGform1 is badluck or xGform2 is luck) then result is draw
// rozbicie // rozbicie
RULE 61 : if form1 is bad and form2 is bad and points is low then result is away RULE 61 : if form1 is bad and form2 is bad and points is low then result is away
RULE 62 : if form1 is bad and form2 is bad and points is avg then result is draw RULE 62 : if form1 is bad and form2 is bad and points is avg then result is draw