27 lines
814 B
Python
27 lines
814 B
Python
#!/usr/bin/python2
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import sys
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import joblib
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import numpy as np
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import pandas as pd
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fn = sys.argv[1]
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df = joblib.load("/mnt/projekte/pmlcluster/cisco/trainData/multipleTaskLearning/{}.joblib".format(fn))
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df = pd.concat(df["data"])
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df.reset_index(inplace=True)
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df.dropna(axis=0, how="any", inplace=True)
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df.serverLabel = pd.to_numeric(df.serverLabel, errors='coerce')
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df.duration = pd.to_numeric(df.duration, errors='coerce')
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df.bytes_down = pd.to_numeric(df.bytes_down, errors='coerce')
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df.bytes_up = pd.to_numeric(df.bytes_up, errors='coerce')
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df.http_method = df.http_method.astype("category")
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df.serverLabel = df.serverLabel.astype(np.bool)
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df.virusTotalHits = df.virusTotalHits.astype(np.int8)
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df.trustedHits = df.trustedHits.astype(np.int8)
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df.to_csv("/tmp/rk/data/{}.csv".format(fn), encoding="utf-8")
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