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Add Except example
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12
examples/tuning/compress_Except_example/README
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12
examples/tuning/compress_Except_example/README
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1. Download the test data
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wget http://cs.fit.edu/~mmahoney/compression/enwik8.zip
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2. Prepare the environment
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sh prepare.sh enwik8.zip
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3. Start to tuning
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atune-adm tuning --project compress_Except_example --detail compress_Except_example_client.yaml
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4. Restore the environment
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atune-adm tuning --restore --project compress_Except_example
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5. Divide ip
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Use "-" to divide inter group ip and "," to divide intra group ip in /etc/atuned/atuned.cnf
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6. Use Except
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Use "Except" in server.yaml file to declare which parameters cannot adjust the "object", and ips are separated by ","
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"""
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This program is used as compression benchmark
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"""
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import time
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import zlib
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import gzip
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import bz2
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FILE_PATH = "compress_Except_example/enwik8"
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COMPRESS_LEVEL = 8
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COMPRESS_METHOD = "bz2"
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with open(FILE_PATH, 'rb') as f_in:
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data = f_in.read()
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start = time.time()
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RES = b"compressed result"
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if COMPRESS_METHOD == "bz2":
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RES = bz2.compress(data, COMPRESS_LEVEL)
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elif COMPRESS_METHOD == "zlib":
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RES = zlib.compress(data, COMPRESS_LEVEL)
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elif COMPRESS_METHOD == "gzip":
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RES = gzip.compress(data, COMPRESS_LEVEL)
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end = time.time()
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print("time = %f" % (end - start))
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print("compress_ratio = %f" % (len(data) / len(RES)))
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project: "compress_Except_example"
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engine : "gbrt"
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iterations : 20
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random_starts : 10
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benchmark : "python3 compress_Except_example/compress_Except_example.py"
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evaluations :
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-
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name: "time"
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info:
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get: "echo '$out' | grep 'time' | awk '{print $3}'"
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type: "positive"
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weight: 20
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-
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name: "compress_ratio"
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info:
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get: "echo '$out' | grep 'compress_ratio' | awk '{print $3}'"
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type: "negative"
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weight: 80
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project: "compress_Except_example"
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maxiterations: 500
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startworkload: ""
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stopworkload: ""
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object :
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-
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name : "compressLevel"
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info :
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desc : "The compresslevel parameter is an integer from 1 to 9 controlling the level of compression"
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get : "cat compress_Except_example/compress_Except_example.py | grep 'COMPRESS_LEVEL =' | awk -F '=' '{print $2}'"
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set : "sed -i 's/^COMPRESS_LEVEL =\\s*[0-9]*/COMPRESS_LEVEL = $value/g' compress_Except_example/compress_Except_example.py"
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needrestart : "false"
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type : "continuous"
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scope :
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- 1
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- 9
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dtype : "int"
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Except : "ip1"
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# ip1 不能调节 compressLevel
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-
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name : "compressMethod"
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info :
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desc : "The compressMethod parameter is a string controlling the compression method"
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get : "cat compress_Except_example/compress_Except_example.py | grep 'COMPRESS_METHOD =' | awk -F '=' '{print $2}' | sed 's/\"//g'"
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set : "sed -i 's/^COMPRESS_METHOD =\\s*[0-9,a-z,\"]*/COMPRESS_METHOD = \"$value\"/g' compress_Except_example/compress_Except_example.py"
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needrestart : "false"
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type : "discrete"
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options :
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- "bz2"
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- "zlib"
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- "gzip"
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dtype : "string"
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Except : "ip2"
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# ip2 不能调节compressMethod
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23
examples/tuning/compress_Except_example/prepare.sh
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23
examples/tuning/compress_Except_example/prepare.sh
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#!/usr/bin/bash
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if [ "$#" -ne 1 ]; then
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echo "USAGE: $0 the path of enwik8.zip"
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exit 1
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fi
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path=$(
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cd "$(dirname "$0")"
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pwd
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)
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echo "unzip enwik8.zip"
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unzip "$path"/enwik8.zip
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echo "set FILE_PATH to the path of enwik8 in compress_Except_example.py"
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sed -i "s#compress_Except_example/enwik8#$path/enwik8#g" "$path"/compress_Except_example.py
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echo "update the client and server yaml files"
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sed -i "s#python3 .*compress_Except_example.py#python3 $path/compress_Except_example.py#g" "$path"/compress_Except_example_client.yaml
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sed -i "s# compress_Except_example/compress_Except_example.py# $path/compress_Except_example.py#g" "$path"/compress_Except_example_server.yaml
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echo "copy the server yaml file to /etc/atuned/tuning/"
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cp "$path"/compress_Except_example_server.yaml /etc/atuned/tuning/
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