all teams
This commit is contained in:
parent
7d3410874e
commit
db152210e7
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@ -4,6 +4,9 @@
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<list default="true" id="0fc070d1-3753-43f5-b5e7-37c2bc110b95" name="Default Changelist" comment="">
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<change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
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<change beforePath="$PROJECT_DIR$/main.py" beforeDir="false" afterPath="$PROJECT_DIR$/main.py" afterDir="false" />
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<change beforePath="$PROJECT_DIR$/matches_list.csv" beforeDir="false" afterPath="$PROJECT_DIR$/matches_list.csv" afterDir="false" />
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<change beforePath="$PROJECT_DIR$/teams_list.csv" beforeDir="false" afterPath="$PROJECT_DIR$/teams_list.csv" afterDir="false" />
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<change beforePath="$PROJECT_DIR$/worker.fcl" beforeDir="false" afterPath="$PROJECT_DIR$/worker.fcl" afterDir="false" />
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</list>
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@ -89,31 +92,57 @@
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</component>
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<component name="XDebuggerManager">
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<breakpoint-manager>
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<breakpoints>
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<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
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<url>file://$PROJECT_DIR$/main.py</url>
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<line>38</line>
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<line>40</line>
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<option name="timeStamp" value="5" />
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</line-breakpoint>
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<line-breakpoint enabled="true" suspend="THREAD" type="python-line">
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<condition expression="i==627" language="Python" />
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<url>file://$PROJECT_DIR$/main.py</url>
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<line>10</line>
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<option name="timeStamp" value="13" />
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</line-breakpoint>
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</breakpoints>
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</breakpoint-manager>
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<watches-manager>
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16
main.py
16
main.py
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@ -5,18 +5,20 @@ import pandas as pd
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teams = pd.read_csv('teams_list.csv')
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matches = pd.read_csv('matches_list.csv')
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not_in_df = ['Miedź Legnica','Zagłębie Sosnowiec']
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not_in_df = ['Podbeskidzie']
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matches_input = []
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for i in range(0,293):
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for i in range(0,matches.shape[0]):
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team1 = matches['Team1'][i][:-1]
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team2 = matches['Team2'][i][1:-1]
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gameweek = matches['Gameweek'][i]
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if((team1 not in not_in_df) and (team2 not in not_in_df)):
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try:
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form_1 = teams.loc[ (teams['Team'] == team1) & (teams['Gameweek'] == gameweek)].Form.values[0]
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temp_1 = teams.loc[ (teams['Team'] == team1) & (teams['Gameweek'] == gameweek)].Points.values[0]
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form_2 = teams.loc[ (teams['Team'] == team2) & (teams['Gameweek'] == gameweek)].Form.values[0]
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temp_2 = teams.loc[ (teams['Team'] == team2) & (teams['Gameweek'] == gameweek)].Points.values[0]
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except:
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print(team1 + team2 + str(gameweek))
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points = temp_1 - temp_2
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@ -36,21 +38,21 @@ p.read_fcl_file('worker.fcl')
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cs1 = ctrl.ControlSystem(p.rules)
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module = ctrl.ControlSystemSimulation(cs1)
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predictions = []
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for i in range(0,224):
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for i in range(0,225):
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module.input['form1'] = matches_input[i][0]
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module.input['form2'] = matches_input[i][1]
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#module.input['points'] = matches_input[i][2]
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module.input['points'] = matches_input[i][2]
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module.compute()
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x = module.output['result']
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x = float("{:.4f}".format(x))
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y = int(round(x))
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predictions.append(y)
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print("FCL: " +str(x) + " ROUND: " + str(y) + " GROUND: " + str(matches_input[i][3]))
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print("|FCL: " +str(x) + "|ROUND: " + str(y) + "|GROUND: " + str(matches_input[i][3]) + "|PKT DIFFERENCE: " + str(matches_input[i][2])+'|')
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num = 0
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cor = 0
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for i in range(0,224):
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for i in range(0,225):
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if(predictions[i]==matches_input[i][3]):
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cor+=1
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num+=1
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1170
matches_list.csv
1170
matches_list.csv
File diff suppressed because it is too large
Load Diff
2587
teams_list.csv
2587
teams_list.csv
File diff suppressed because it is too large
Load Diff
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@ -45,6 +45,9 @@ RULEBLOCK
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AND : MIN;
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ACCU : MAX;
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ACT : MIN;
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RULE 0: if form1 is avg and form2 is avg then result is draw
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RULE 1 : if form1 is great and form2 is bad then result is home
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RULE 2 : if form1 is great and form2 is avg then result is home
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RULE 3 : if form1 is great and form2 is great then result is draw
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@ -56,6 +59,10 @@ RULEBLOCK
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RULE 7 : if form1 is bad and form2 is bad then result is draw
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RULE 8 : if form1 is bad and form2 is avg then result is away
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RULE 9 : if form1 is bad and form2 is great then result is away
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//RULE 10: if points is high then result is away
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//RULE 11: if points is high then result is draw
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//RULE 10: if form1 is great and form2 is bad and points is low then result is home
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END_RULEBLOCK
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END_FUNCTION_BLOCK
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