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generate_plots_MKGF: pre filter data to exclude data without periods

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SGCMarkus
2025-01-14 13:21:32 +01:00
parent fa7a2a3f75
commit 68dcc66071
1 changed files with 15 additions and 0 deletions
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generate_plots_MKGF.py
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@@ -55,6 +55,21 @@ folderPath = f"../{date}/"
#folderPath = f"G:/Meine Ablage/Masterthesis/{date}/" #folderPath = f"G:/Meine Ablage/Masterthesis/{date}/"
mkdir_p(folderPath) mkdir_p(folderPath)
# remove any data that has no period
data = data[(data["FitType"] == "sine") | (data["FitType"] == "poly")]
# remove data with multiple minima/maxima present
filterArray = []
for ind, row in data.reset_index().iterrows():
if(len(row["pdcsapPeriodMinima"]) == len(row["pdcsapPeriodMaxima"]) and
len(row["pdcsapPeriodMinima"]) == 1):
filterArray.append(True)
else:
filterArray.append(False)
filterArray = np.array(filterArray)
data = data[filterArray]
for comboLength in range(1, len(spType) + 1): for comboLength in range(1, len(spType) + 1):
for combo in itertools.combinations(spType, comboLength): for combo in itertools.combinations(spType, comboLength):
for maxFlarePeak in [1.01, 1.05, 1.1, 1.25, 1.5]: for maxFlarePeak in [1.01, 1.05, 1.1, 1.25, 1.5]: