Add script for rep-12
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data
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venv
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.idea
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@ -51,3 +51,39 @@ Output:
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41 2
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Name: protocolIdentifier, dtype: int64
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```
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### rep-12
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After running the command
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`go-flows run features pcap2flows.json export csv Ex2flows_team13.csv source libpcap Ex2_team13.pcap`
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we get the file `Ex2flows_team13.csv`.
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The following python script quickly extracts the
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percentage of sources communicating with one or more than ten destinations:
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```python
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import pandas as pd
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df = pd.read_csv(r'../data/Ex2flows_team13.csv')
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dataLength = len(df)
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singleDestinationFilter = df['distinct(destinationIPAddress)'] == 1
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moreThan10DestinationsFilter = df['distinct(destinationIPAddress)'] > 10
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percentageOfSingleDst = len(df[singleDestinationFilter]) / dataLength * 100
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percentageOfMoreThan10Dst = len(df[moreThan10DestinationsFilter]) / dataLength * 100
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print("Single Destination: {} %".format(round(percentageOfSingleDst, 3)))
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print("More than 10 destinations: {} %".format(round(percentageOfMoreThan10Dst, 3)))
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```
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Output:
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```
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Length of dataset: 209434
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Single Destination: 94.901 %
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More than 10 destinations: 0.796 %
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```
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ex2/rep-12.py
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ex2/rep-12.py
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import pandas as pd
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df = pd.read_csv(r'../data/Ex2flows_team13.csv')
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dataLength = len(df)
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singleDestinationFilter = df['distinct(destinationIPAddress)'] == 1
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moreThan10DestinationsFilter = df['distinct(destinationIPAddress)'] > 10
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percentageOfSingleDst = len(df[singleDestinationFilter]) / dataLength * 100
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percentageOfMoreThan10Dst = len(df[moreThan10DestinationsFilter]) / dataLength * 100
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print("Single Destination: {} %".format(round(percentageOfSingleDst, 3)))
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print("More than 10 destinations: {} %".format(round(percentageOfMoreThan10Dst, 3)))
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