def createDHontModel(recommendersIDs: List[str]):
modelDHontData: List[List] = [[rIdI, 1] for rIdI in recommendersIDs]
modelDHontDF: DataFrame = pd.DataFrame(modelDHontData,
columns=["methodID", "votes"])
modelDHontDF.set_index("methodID", inplace=True)
EvalToolDHondt.linearNormalizingPortfolioModelDHont(modelDHontDF)
return modelDHontDF
def test01():
print("Test 01")
#print("Running Two paralel History Databases:")
# method results, items=[1,2,4,5,6,7,8,12,32,64,77]
methodsResultDict: dict = {
"metoda1":
pd.Series([0.2, 0.1, 0.3, 0.3, 0.1], [32, 2, 8, 1, 4], name="rating"),
"metoda2":
pd.Series([0.1, 0.1, 0.2, 0.3, 0.3], [1, 5, 32, 6, 7], name="rating"),
"metoda3":
pd.Series([0.3, 0.1, 0.2, 0.3, 0.1], [7, 2, 77, 64, 12], name="rating")
}
rItemIDsWithResponsibility: List = [(7, {
'metoda1': 0,
'metoda2': 24.0,
'metoda3': 18.0
}), (1, {
'metoda1': 30.0,
'metoda2': 8.0,
'metoda3': 0
}), (32, {
'metoda1': 20.0,
'metoda2': 16.0,
'metoda3': 0
}), (8, {
'metoda1': 30.0,
'metoda2': 0,
'metoda3': 0
}), (6, {
'metoda1': 0,
'metoda2': 24.0,
'metoda3': 0
}), (64, {
'metoda1': 0,
'metoda2': 0,
'metoda3': 18.0
}), (2, {
'metoda1': 10.0,
'metoda2': 0,
'metoda3': 6.0
}), (77, {
'metoda1': 0,
'metoda2': 0,
'metoda3': 12.0
}), (4, {
'metoda1': 10.0,
'metoda2': 0,
'metoda3': 0
}), (5, {
'metoda1': 0,
'metoda2': 8.0,
'metoda3': 0
}), (12, {
'metoda1': 0,
'metoda2': 0,
'metoda3': 6.0
})]
# methods parametes
portfolioModelData: List[tuple] = [['metoda1', 100], ['metoda2', 80],
['metoda3', 60]]
portfolioModelDF: DataFrame = pd.DataFrame(portfolioModelData,
columns=["methodID", "votes"])
portfolioModelDF.set_index("methodID", inplace=True)
print("Definition:")
print(portfolioModelDF)
print()
# linearly normalizing to unit sum of votes
EvalToolDHondt.linearNormalizingPortfolioModelDHont(portfolioModelDF)
print("Linearly normalizing:")
print(portfolioModelDF)
print()
evaluationDict: dict = {}
print("Clicked:")
evalTool: AEvalTool = EvalToolDHondt({
EvalToolDHondt.ARG_LEARNING_RATE_CLICKS:
0.1,
EvalToolDHondt.ARG_LEARNING_RATE_VIEWS:
0.1,
})
evalTool.click(rItemIDsWithResponsibility, 7, portfolioModelDF,
evaluationDict)
evalTool.click(rItemIDsWithResponsibility, 1, portfolioModelDF,
evaluationDict)
evalTool.click(rItemIDsWithResponsibility, 7, portfolioModelDF,
evaluationDict)
print()
print("Displayed - start:")
for i in range(100):
rItemIDsWithResponsibility1: List = [(7, {
'metoda1': 0,
'metoda2': 24.0,
'metoda3': 18.0
})]
evalTool.displayed(rItemIDsWithResponsibility1, portfolioModelDF,
evaluationDict)
print(portfolioModelDF)
print("Displayed - end:")
print()
print("Clicked:")
evalTool.click(rItemIDsWithResponsibility, 4, portfolioModelDF,
evaluationDict)
print()
