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Signed-off-by: wmb <wmb@teknik.io>
tags/v0.1.0
wmb 5 months ago
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822c869015
6 changed files with 789 additions and 0 deletions
  1. 19
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      Makefile
  2. 232
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      benchmark-data.c
  3. 6
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      benchmark-data.h
  4. 279
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      benchmark-data.txt
  5. 94
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      main.c
  6. 159
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      preprocess.py

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Makefile View File

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CFLAGS = -Wall -Wextra -Werror -pedantic-errors -std=c99 -g
CC = gcc
LDLIBS = -lm

.PHONY: all clean clean-all

all: main

main: main.o benchmark-data.o

benchmark-data.o: benchmark-data.c benchmark-data.h

main.o: main.c benchmark-data.h

clean:
-@rm main.o benchmark-data.o

clean-all: clean
-@rm main

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benchmark-data.c View File

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const double benchmark_data[230][42] = {
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.996078431372549, 0.996078431372549, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.08227311280746395, 0.3614436321951403, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.00196078431372549, 0.03137254901960784, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.12, 0.05905511811023622, 1.0, 1.0, 0.0, 0.06, 0.625, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.17048346055979643, 0.010692875801026066, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.045098039215686274, 0.045098039215686274, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.09055118110236221, 1.0, 1.0, 0.0, 0.04, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.17048346055979643, 0.00967808618194802, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.052941176470588235, 0.052941176470588235, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.1062992125984252, 1.0, 1.0, 0.0, 0.04, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.10602205258693809, 0.0150339202826377, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.021568627450980392, 0.021568627450980392, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.1889763779527559, 1.0, 1.0, 0.0, 0.02, 0.5, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.15860899067005937, 0.015917163099242668, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.01568627450980392, 0.01568627450980392, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.11280746395250212, 0.015926559299419316, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0058823529411764705, 0.0058823529411764705, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.16963528413910092, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.00392156862745098, 0.00392156862745098, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.3228346456692913, 0.3228346456692913, 1.0, 0.0, 0.01, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.14164546225614927, 0.0389472497322083, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.011764705882352941, 0.0196078431372549, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.18, 0.4015748031496063, 0.4015748031496063, 1.0, 0.0, 0.01, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.10008481764206956, 0.013295623249957717, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.013725490196078431, 0.013725490196078431, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.6338582677165354, 0.6338582677165354, 1.0, 0.0, 0.01, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.18659881255301103, 0.0030443688572341344, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.06299212598425197, 1.0, 1.0, 0.0, 0.06, 0.25, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.1111111111111111, 0.013389585251724203, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.00980392156862745, 0.011764705882352941, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.29, 0.3464566929133858, 1.0, 1.0, 0.0, 0.01, 0.25, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.0, 0.06666666666666667, 0.0, 0.09838846480067855, 0.013389585251724203, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.00196078431372549, 0.00196078431372549, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
{0.0, 0.5, 0.16666666666666666, 0.0, 0.7862595419847328, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0},
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};

+ 6
- 0
benchmark-data.h View File

@@ -0,0 +1,6 @@
#ifndef BENCHMARK_DATA_H
#define BENCHMARK_DATA_H

extern const double benchmark_data[230][42];

#endif /* BENCHMARK_DATA_H */

+ 279
- 0
benchmark-data.txt View File

@@ -0,0 +1,279 @@
@relation

@attribute duration numeric
@attribute protocol_type {tcp,icmp,udp}
@attribute service {rje,gopher,urh_i,link,http,smtp,eco_i,domain_u,auth,finger,ecr_i,telnet,ftp_data,private,ftp,pop_3,ntp_u,supdup,netbios_ssn,uucp,discard,csnet_ns,exec,iso_tsap,ldap,imap4,mtp,ctf,pop_2,klogin,netbios_ns,remote_job,other,urp_i,X11,kshell,efs,hostnames,uucp_path,courier,shell,daytime,name,http_443,ssh,nntp,echo,netstat,time,netbios_dgm,vmnet,sunrpc,bgp,systat,nnsp,login,whois,sql_net,Z39_50,printer,domain}
@attribute flag {SF,REJ,RSTR,SH,S0,RSTO,S1}
@attribute src_bytes numeric
@attribute dst_bytes numeric
@attribute land numeric
@attribute wrong_fragment numeric
@attribute urgent numeric
@attribute hot numeric
@attribute num_failed_logins numeric
@attribute logged_in numeric
@attribute num_compromised numeric
@attribute root_shell numeric
@attribute su_attempted numeric
@attribute num_root numeric
@attribute num_file_creations numeric
@attribute num_shells numeric
@attribute num_access_files numeric
@attribute num_outbound_cmds numeric
@attribute is_host_login numeric
@attribute is_guest_login numeric
@attribute count numeric
@attribute srv_count numeric
@attribute serror_rate numeric
@attribute srv_serror_rate numeric
@attribute rerror_rate numeric
@attribute srv_rerror_rate numeric
@attribute same_srv_rate numeric
@attribute diff_srv_rate numeric
@attribute srv_diff_host_rate numeric
@attribute dst_host_count numeric
@attribute dst_host_srv_count numeric
@attribute dst_host_same_srv_rate numeric
@attribute dst_host_diff_srv_rate numeric
@attribute dst_host_same_src_port_rate numeric
@attribute dst_host_srv_diff_host_rate numeric
@attribute dst_host_serror_rate numeric
@attribute dst_host_srv_serror_rate numeric
@attribute dst_host_rerror_rate numeric
@attribute dst_host_srv_rerror_rate numeric
@attribute class. {normal.,attack.}

@data


0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,509,509,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,tcp,http,SF,202,38467,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,17,0,0,0,0,1,0,0.12,16,255,1,0,0.06,0.05,0,0,0,0,normal.
0,tcp,http,SF,306,1138,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,24,24,0,0,0,0,1,0,0,24,255,1,0,0.04,0.04,0,0,0,0,normal.
0,tcp,http,SF,306,1030,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,28,28,0,0,0,0,1,0,0,28,255,1,0,0.04,0.04,0,0,0,0,normal.
0,tcp,http,SF,230,1600,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,12,0,0,0,0,1,0,0,49,255,1,0,0.02,0.04,0,0,0,0,normal.
0,tcp,http,SF,292,1694,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,9,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,238,1695,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,305,106426,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,83,83,1,0,0.01,0,0,0,0,0,normal.
0,tcp,http,SF,272,4145,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,11,0,0,0,0,1,0,0.18,103,103,1,0,0.01,0,0,0,0,0,normal.
0,tcp,http,SF,223,1415,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,8,0,0,0,0,1,0,0,162,162,1,0,0.01,0,0,0,0,0,normal.
0,tcp,http,SF,325,324,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,17,255,1,0,0.06,0.02,0,0,0,0,normal.
0,tcp,http,SF,236,1425,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,7,0,0,0,0,1,0,0.29,89,255,1,0,0.01,0.02,0,0,0,0,normal.
0,tcp,http,SF,221,1425,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,510,510,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,tcp,http,SF,340,912,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,20,0,0,0,0,1,0,0.1,33,255,1,0,0.03,0.04,0.03,0.01,0,0,normal.
0,tcp,http,SF,327,913,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0,0,0,0,1,0,0,38,255,1,0,0.03,0.04,0,0.01,0,0,normal.
0,tcp,http,SF,292,260,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,38,255,1,0,0.03,0.04,0,0,0,0,normal.
0,tcp,http,SF,227,1242,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,9,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,185,26039,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,1,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,227,3793,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,215,8422,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,19,0,0,0,0,1,0,0.11,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,191,1472,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,23,0,0,0,0,1,0,0.09,9,9,1,0,0.11,0,0,0,0,0,normal.
0,tcp,http,SF,207,1472,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,95,95,1,0,0.01,0,0,0,0,0,normal.
0,tcp,http,SF,164,4864,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,4,0,0,0,0,1,0,0.5,14,255,1,0,0.07,0.04,0,0,0,0,normal.
1,tcp,smtp,SF,693,334,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,1,100,140,0.33,0.06,0.01,0.02,0,0,0,0,normal.
0,tcp,http,SF,200,7384,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,25,0,0,0,0,1,0,0,255,255,1,0,0.01,0,0,0,0,0,normal.
0,tcp,http,SF,208,5260,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,13,13,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,268,9518,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,47,255,1,0,0.02,0.01,0,0.01,0,0,normal.
0,tcp,http,SF,233,636,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,3,0,0,0,0,1,0,0.67,108,255,1,0,0.01,0.01,0,0.01,0,0,normal.
0,tcp,http,SF,286,267,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,7,0,0,0,0,1,0,0,42,255,1,0,0.02,0.07,0,0,0,0,normal.
0,tcp,http,SF,243,387,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,31,31,0,0,0,0,1,0,0,118,255,1,0,0.01,0.04,0,0,0,0,normal.
0,tcp,http,SF,228,306,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,1,255,1,0,1,0.05,0,0,0,0,normal.
0,tcp,http,SF,331,3971,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,75,255,1,0,0.01,0.06,0,0,0,0,normal.
0,tcp,http,SF,249,2454,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,10,0,0,0,0,1,0,0.3,3,255,1,0,0.33,0.02,0,0,0,0,normal.
0,tcp,http,SF,325,3073,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,88,255,1,0,0.01,0.04,0,0,0,0,normal.
0,tcp,http,SF,280,2449,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,13,255,1,0,0.08,0.03,0,0,0,0,normal.
0,tcp,http,SF,277,27010,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,24,0,0,0,0,1,0,0.12,15,255,1,0,0.07,0.04,0,0,0,0,normal.
0,tcp,http,SF,291,3411,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,9,9,0,0,0,0,1,0,0,29,255,1,0,0.03,0.05,0,0,0,0,normal.
0,tcp,http,SF,260,1541,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,32,0,0,0,0,1,0,0.12,117,255,1,0,0.01,0.04,0,0,0,0,normal.
0,tcp,http,SF,326,626,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,9,0,0,0,0,1,0,0.33,44,219,1,0,0.02,0.03,0,0,0,0,normal.
0,tcp,http,SF,210,290,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,13,0,0,0,0,1,0,0.23,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,307,520,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,30,35,0,0,0,0,1,0,0.09,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,316,1689,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,224,4414,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,40,255,1,0,0.03,0.04,0,0,0,0,normal.
0,tcp,http,SF,220,2193,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,0,0,85,255,1,0,0.01,0.01,0,0,0,0,normal.
0,tcp,http,SF,211,1610,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,2,255,1,0,0.5,0.04,0,0,0,0,normal.
0,tcp,http,SF,233,2957,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0,0,0,0,1,0,0,5,255,1,0,0.2,0.05,0,0,0,0,normal.
0,tcp,http,SF,257,23051,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,11,0,0,0,0,1,0,0.18,92,255,1,0,0.01,0.06,0,0,0,0,normal.
0,tcp,http,SF,288,5710,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,3,255,1,0,0.33,0.04,0,0,0,0,normal.
0,tcp,http,SF,324,1281,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,12,0,0,0,0,1,0,0,66,255,1,0,0.02,0.05,0,0,0,0,normal.
0,tcp,http,SF,308,2300,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,13,0,0,0,0,1,0,0.15,13,255,1,0,0.08,0.05,0,0,0,0,normal.
0,tcp,http,SF,283,897,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0,0,0,0,1,0,0,10,255,1,0,0.1,0.05,0,0,0,0,normal.
0,tcp,http,SF,240,11024,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,28,0,0,0,0,1,0,0.07,38,255,1,0,0.03,0.05,0,0,0,0,normal.
0,tcp,http,SF,287,1705,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,209,1511,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,0,0,4,255,1,0,0.25,0.02,0,0,0,0,normal.
0,tcp,http,SF,216,10861,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,19,19,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,196,7203,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,328,356,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,20,20,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,243,1899,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,18,0,0,0,0,1,0,0.17,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,237,392,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,251,907,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,20,20,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,241,382,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,22,22,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,510,510,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,509,509,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,510,510,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,ecr_i,SF,1032,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,511,511,0,0,0,0,1,0,0,255,255,1,0,1,0,0,0,0,0,attack.
0,icmp,urp_i,SF,183,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,1,0,0,0,0,0.5,1,0,42,1,0.02,0.07,0.88,0,0,0,0,0,normal.
0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,255,239,0.94,0.01,0,0,0,0,0,0,normal.
0,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,255,235,0.92,0.01,0,0,0,0,0,0,normal.
0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,255,240,0.94,0.01,0,0,0,0,0,0,normal.
0,udp,private,SF,105,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,255,241,0.95,0.01,0,0,0,0,0,0,normal.
0,icmp,urp_i,SF,183,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,6,0,0,0,0,1,0,0,255,27,0.11,0.01,0.11,0,0,0,0,0,normal.
0,udp,private,SF,105,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,255,240,0.94,0.01,0,0,0,0,0,0,normal.
0,icmp,urp_i,SF,183,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,255,16,0.06,0.01,0.07,0,0,0,0,0,normal.
0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,255,241,0.95,0.01,0.01,0,0,0,0,0,normal.
0,udp,private,SF,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,255,241,0.95,0.01,0,0,0,0,0,0,normal.
0,tcp,http,SF,243,3699,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,67,0,0,0,0,1,0,0.04,27,29,1,0,0.04,0.07,0,0,0,0,normal.
0,tcp,smtp,SF,1284,332,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,137,54,0.39,0.05,0.01,0,0,0,0,0,normal.
2922,udp,other,SF,147,105,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4,2,0,0,0,0,0.5,0.5,0,255,2,0.01,0.45,0.83,0,0,0,0,0,normal.
0,udp,other,SF,147,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,6,2,0,0,0,0,0.33,0.5,0,255,2,0.01,0.58,0.98,0,0,0,0,0,normal.
0,udp,other,SF,147,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,3,1,0,0,0,0,0.33,0.67,0,255,1,0,0.66,0.99,0,0,0,0,0,normal.
3,tcp,smtp,SF,1048,338,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,1,80,126,0.77,0.05,0.01,0.02,0,0,0,0,normal.
0,tcp,http,SF,289,659,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,12,0,0,0,0,1,0,0,12,255,1,0,0.08,0.05,0,0,0,0,normal.
0,tcp,http,SF,290,292,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,11,0,0,0,0,1,0,0.27,8,255,1,0,0.12,0.08,0,0,0,0,normal.
0,tcp,http,SF,238,5163,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,26,255,1,0,0.04,0.07,0,0,0,0,normal.
0,tcp,http,SF,335,692,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,26,27,0,0,0,0,1,0,0.07,102,255,1,0,0.01,0.03,0,0,0,0,normal.
0,tcp,http,SF,301,753,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,35,0,0,0,0,1,0,0.11,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,317,15252,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,9,0,0,0,0,1,0,0.22,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,261,31639,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,15,0,0,0,0,1,0,0.13,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,281,3721,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,0,0,56,255,1,0,0.02,0.02,0,0,0,0,normal.
0,tcp,http,SF,306,1181,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,32,0,0,0,0,1,0,0.16,26,255,1,0,0.04,0.03,0,0,0,0,normal.
0,tcp,http,SF,268,11766,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,20,0,0,0,0,1,0,0.2,71,255,1,0,0.01,0.02,0,0,0,0,normal.
0,tcp,http,SF,226,1176,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,20,22,0,0,0,0,1,0,0.14,41,255,1,0,0.02,0.05,0,0,0,0,normal.
0,tcp,http,SF,190,10185,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,6,0,0,0,0,1,0,0.33,3,255,1,0,0.33,0.05,0,0,0,0,normal.
0,tcp,http,SF,159,276,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,3,255,1,0,0.33,0.05,0,0,0,0,normal.
0,tcp,http,SF,327,598,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,1,0,0.75,11,255,1,0,0.09,0.06,0,0,0,0,normal.
0,tcp,http,SF,260,9578,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,6,0,0.17,0,0.17,1,0,0.5,35,255,1,0,0.03,0.06,0.03,0,0,0,normal.
0,tcp,http,SF,237,2475,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,1,61,255,1,0,0.02,0.04,0,0.01,0,0.02,normal.
0,tcp,http,SF,330,3750,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0,0,0,0,1,0,0,76,255,1,0,0.01,0.04,0,0,0,0,normal.
0,tcp,http,SF,318,2448,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,8,9,0,0,0,0,1,0,0.22,92,255,1,0,0.01,0.05,0,0,0,0,normal.
0,tcp,http,SF,298,702,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,17,0,0,0,0,1,0,0.12,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,221,619,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,17,0,0,0,0,1,0,0.18,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,234,6015,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,18,0,0,0,0,1,0,0.17,54,255,1,0,0.02,0.01,0,0,0.02,0,normal.
0,tcp,http,SF,148,783,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,8,0,0,0,0,1,0,0.25,11,255,1,0,0.09,0.03,0,0,0,0,normal.
0,tcp,http,SF,298,1060,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,49,255,1,0,0.02,0.07,0,0,0,0,normal.
0,tcp,http,SF,347,3347,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,15,0,0,0,0,1,0,0.13,113,255,1,0,0.01,0.02,0.01,0,0,0,normal.
0,tcp,http,SF,354,543,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,34,0,0,0,0,1,0,0.06,73,255,1,0,0.01,0.02,0,0.01,0,0,normal.
0,tcp,http,SF,280,6218,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,7,14,0,0,0,0,1,0,0.14,255,255,1,0,0,0,0.01,0.01,0,0,normal.
0,tcp,http,SF,293,267,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,42,0,0,0,0,1,0,0.1,255,255,1,0,0,0,0.01,0.01,0,0,normal.
0,tcp,http,SF,294,2388,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,19,48,0,0,0,0,1,0,0.08,255,255,1,0,0,0,0.01,0.01,0,0,normal.
0,tcp,http,SF,217,9033,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,2,255,1,0,0.5,0.02,0,0,0,0,normal.
0,tcp,http,SF,222,6977,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0,0,0,0,1,0,0,6,255,1,0,0.17,0.04,0,0,0,0,normal.
0,tcp,http,SF,302,272,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,12,0,0,0,0,1,0,0.42,28,255,1,0,0.04,0.06,0,0,0,0,normal.
0,tcp,http,SF,298,11400,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,4,4,0,0,0,0,1,0,0,104,255,1,0,0.01,0.03,0,0,0,0,normal.
0,tcp,http,SF,237,4584,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,23,23,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,310,329,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,71,255,1,0,0.01,0.01,0.01,0,0,0,normal.
0,tcp,http,SF,306,1587,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,14,0,0,0,0,1,0,0,60,255,1,0,0.02,0.06,0,0,0,0,normal.
0,tcp,http,SF,234,846,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,15,16,0,0,0,0,1,0,0.12,46,255,1,0,0.02,0.04,0,0,0,0,normal.
0,tcp,http,SF,293,3433,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,29,29,0,0,0,0,1,0,0,63,255,1,0,0.02,0.04,0,0,0,0,normal.
0,tcp,http,SF,336,27209,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,1,255,1,0,1,0.01,0,0,0,0,normal.
0,tcp,http,SF,212,356,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,24,24,0,0,0,0,1,0,0,155,255,1,0,0.01,0.01,0,0,0,0,normal.
0,tcp,http,SF,204,2312,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0,0,0,0,1,0,0,241,255,1,0,0,0.01,0,0,0,0,normal.
0,tcp,http,SF,214,15618,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,17,0,0,0,0,1,0,0.12,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,214,2167,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,1,0,0,69,255,1,0,0.01,0.04,0,0,0,0,normal.
0,tcp,http,SF,309,398,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,110,255,1,0,0.01,0.03,0,0,0,0,normal.
0,tcp,http,SF,240,2479,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,14,14,0,0,0,0,1,0,0,175,255,1,0,0.01,0.02,0,0,0,0,normal.
0,tcp,http,SF,209,367,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,4,0,0,0,0,1,0,0.5,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,310,277,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,25,25,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,345,1403,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,11,11,0,0,0,0,1,0,0,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,328,895,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0,0,0,0,1,0,0,45,255,1,0,0.02,0.06,0,0,0,0,normal.
0,tcp,http,SF,223,773,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,21,36,0,0,0,0,1,0,0.06,213,255,1,0,0,0.01,0,0,0,0,normal.
0,tcp,http,SF,305,412,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,5,5,0,0,0,0,1,0,0,65,255,1,0,0.02,0.06,0.02,0.01,0,0,normal.
0,tcp,http,SF,237,4580,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,12,14,0,0,0,0,1,0,0.21,255,255,1,0,0,0,0,0,0,0,normal.
0,tcp,http,SF,354,2156,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,6,6,0,0,0,0,1,0,0,21,255,1,0,0.05,0.04,0,0,0,0,normal.
0,tcp,http,SF,334,5161,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0,0,0,0,1,0,0,215,255,1,0,0,0.01,0,0,0,0,normal.
0,tcp,http,SF,296,1445,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,1,207,255,1,0,0,0.02,0.01,0.01,0,0,normal.
0,tcp,http,SF,211,740,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,17,17,0,0,0,0,1,0,0,17,255,1,0,0.06,0.02,0,0,0,0,normal.
0,tcp,http,SF,230,564,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,112,255,1,0,0.01,0.05,0,0,0,0.01,normal.
0,tcp,http,SF,328,1425,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0,0,0,0,1,0,0,62,255,1,0,0.02,0.06,0,0,0,0,normal.
0,tcp,http,SF,285,1986,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,35,35,0,0,0,0,1,0,0,175,255,1,0,0.01,0.02,0,0,0,0,normal.
0,tcp,http,SF,217,4776,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,2,2,0,0,0,0,1,0,0,83,255,1,0,0.01,0.02,0.01,0,0,0,normal.
0,tcp,http,SF,146,2021,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,1,2,0,0,0,0,1,0,1,1,255,1,0,1,0.03,0,0,0,0,normal.
0,tcp,http,SF,297,27470,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,3,3,0,0,0,0,1,0,0,10,255,1,0,0.1,0.04,0,0,0,0,normal.
0,tcp,http,SF,313,2142,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,10,10,0,0,0,0,1,0,0,10,255,1,0,0.1,0.05,0,0,0,0,normal.


+ 94
- 0
main.c View File

@@ -0,0 +1,94 @@
#include <math.h>
#include <stdio.h>
#include <stdlib.h>
#include <time.h>
#include <stdbool.h>

#include "benchmark-data.h"

/* Fonctions */
double distance(const double (*u)[42], const double (*v)[42]);
bool trouver_solution_initiale(void);
void print_solution(int (*s)[230], const char *name);

int solution[230] = {0};

int n_clusters = 5;

int main(int argc, char *argv[])
{
if (argc == 2) {
int k = atoi(argv[1]);
if (k > 0)
n_clusters = k;
}

printf("Using %d clusters\n", n_clusters);

srand(time(NULL));

/* Solution initiale */
while (!trouver_solution_initiale())
; /* do it again */

print_solution(&solution, "initiale");

exit(EXIT_SUCCESS);
}

double distance(const double (*u)[42], const double (*v)[42])
{
size_t n = sizeof(*v) / sizeof((*v)[0]);
size_t i = 0;
double sum = 0.0;

printf("distance(): n = %zu\n", n);

/* d(u, v) = sqrt( (u1 - v1)^2 + (u2 - v2)^2 + ... + (un - vn)^2 ) */

for (; i < n; i++)
sum += pow((*u)[i] - (*v)[i], 2);

return sqrt(sum);
}

bool trouver_solution_initiale(void)
{
/* This function returns true if the solution that it found is "valid",
* i.e., it has at least one element in each cluster. */

bool *cluster_empty = calloc(n_clusters, sizeof *cluster_empty);
bool ret = false;
size_t i = 0;

for (i = 0; i < (size_t) n_clusters; i++)
cluster_empty[i] = true;

for (i = 0; i < sizeof(solution) / sizeof(solution[0]); i++)
cluster_empty[solution[i] = rand() % n_clusters] = false;

for (i = 0; !ret && i < (size_t) n_clusters; ++i)
ret = (ret || cluster_empty[i]);

return !ret;
}

void print_solution(int (*s)[230], const char *name)
{
size_t i = 0, n = sizeof(*s) / sizeof((*s)[0]);

printf("Solution%s%s:\n[", name ? " " : "", name ? name : "");

while (i < n) {
const char *end;

if (i + 1 == n)
end = "]\n";
else if (i && i % 20 == 0)
end = ",\n";
else
end = ", ";

printf("%d%s", (*s)[i++], end);
}
}

+ 159
- 0
preprocess.py View File

@@ -0,0 +1,159 @@
#!/usr/bin/python3

import json
import sys

BENCHMARK_FILENAME = "benchmark-data.txt"
OUTPUT_FILENAME = "benchmark-data.c"

def parse_attribute_line(line: str) -> dict:
words = line.split()
assert words[0] == "@attribute"
attribute = { "name": words[1] }
if words[2] == "numeric":
attribute["value-types"] = words[2]
elif words[2].startswith('{'):
values = words[2].lstrip('{').rstrip().rstrip('}').split(',')
attribute["value-types"] = "enum"
attribute["values"] = list(enumerate(values))
attribute["namedict"]: dict[str, int] = {}
for number, name in attribute["values"]:
attribute["namedict"][name] = number
x_max = len(attribute["values"]) - 1
attribute["normalized-values"]: list[float] = []
for value, _ in attribute["values"]:
attribute["normalized-values"].append(value / x_max)
return attribute

def parse_data(attributes: list, line: str) -> list[float]:

parsed_data = []

for fieldnum, field in enumerate(line.split(',')):

attr = attributes[fieldnum]

if attr["value-types"] == "numeric":
# Numeric field. Just copy it as is, we'll do the normalization later.
# Although keeping track of the min and max values for each field now
# would be more efficient.
parsed_data.append(float(field))

elif attr["value-types"] == "enum":
# Get the normalized numeric value for the current symbolic field
numeric_value: int = attributes[fieldnum]["namedict"].get(field)
assert numeric_value is not None
parsed_data.append(attributes[fieldnum]["normalized-values"][numeric_value])

else:
print("Unknown value type at field {} ({}). Line: {}"
.format(fieldnum, field, line))
print("attr: ", json.dumps(attr))

return parsed_data

def update_min_max(min_max: list[list[float]], parsed_line: list[float]) -> None:
for fieldnum, field in enumerate(parsed_line):
oldmin = min_max[0][fieldnum]
oldmax = min_max[1][fieldnum]
if oldmin is None or field < oldmin:
min_max[0][fieldnum] = field
if oldmax is None or field > oldmax:
min_max[1][fieldnum] = field
#min_max[0][fieldnum] = field if oldmin is None or field < oldmin else oldmin
#min_max[1][fieldnum] = field if oldmax is None or field > oldmax else oldmax

def normalize(data: list[list[float]],
min_max: list[list[float]],
attributes: list) -> list[list[float]]:

normalized_data: list[list[float]] = []

for line in data:

normalized_line = []

for fieldnum, field in enumerate(line):

# Fields with values of type enum are already normalized, so we
# should skip them

if attributes[fieldnum]["value-types"] == "enum":
normalized_line.append(field)
continue


x_min = min_max[0][fieldnum]
x_max = min_max[1][fieldnum]

if x_min == x_max:
if 0 <= field <= 1:
normalized_line.append(field)
else:
print("Problem with field {} ({}). Line: {}"
.format(fieldnum, field, line))
print("attr: ", json.dumps(attributes[fieldnum]))
normalized_line.append('ERROR')
continue

normalized_value = (field - x_min) / (x_max - x_min)
normalized_line.append(normalized_value)

normalized_data.append(normalized_line)

return normalized_data

def main():
attributes = []
data = []
min_max = [None, None]
with open(BENCHMARK_FILENAME, 'r', encoding="utf-8") as benchmark_file:

data_started = False

for line in benchmark_file:

if not line.rstrip():
continue

if not data_started:
if line.startswith('@'):
if line.startswith("@attribute "):
attributes.append(parse_attribute_line(line))

elif line.rstrip() == "@data":
#min_max[0] = [+float('inf')] * len(attributes)
#min_max[1] = [-float('inf')] * len(attributes)
min_max[0] = [None] * len(attributes)
min_max[1] = [None] * len(attributes)
data_started = True
else:
# Should not happen
print("What the hell happened here?", file=sys.stderr)

else:
# Data
parsed_line = parse_data(attributes, line.rstrip())
data.append(parsed_line)
update_min_max(min_max, parsed_line)

data = normalize(data, min_max, attributes)

print(json.dumps(attributes, indent=4))
print('\n' + ('-' * 76))
print(json.dumps(data, indent=4))
print('\n' + ('-' * 76))
print(json.dumps(list(zip(min_max[0], min_max[1],
[attr["name"] for attr in attributes])), indent=4))

with open(OUTPUT_FILENAME, 'w', encoding="utf-8") as out:
print("const double benchmark_data[{}][{}] = {}"
.format(len(data), len(attributes), '{'),
file=out)
#print('\n'.join(map(lambda l: ','.join(map(str, l)), data)), file=out)
for line in data:
print("\t{" + ", ".join([str(field) for field in line]) + "},", file=out)
print("};", file=out)

if __name__ == "__main__":
main()

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