19 lines
724 B
Python
19 lines
724 B
Python
#!/usr/bin/python2
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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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df = joblib.load("/mnt/projekte/pmlcluster/cisco/trainData/multipleTaskLearning/currentData.joblib")
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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[["duration", "bytes_down", "bytes_up"]] = df[["duration", "bytes_down", "bytes_up"]].astype(np.int)
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df[["domain", "server_ip"]] = df[["domain", "server_ip"]].astype(str)
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df[["server_label"]] = df[["server_label"]].astype(np.bool)
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df.serverLabel = df.serverLabel.astype(np.bool)
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df.virusTotalHits = df.virusTotalHits.astype(np.int)
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df.trustedHits = df.trustedHits.astype(np.int)
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df.to_csv("/tmp/rk/full_future_dataset.csv.gz", compression="gzip")
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