Best Python code snippet using avocado_python
cache.py
Source:cache.py
1import os2import subprocess3import datetime4NUM_RUN=15# cache measurement6def subprocess_cmd(command):7 process = subprocess.Popen(command,stdout=subprocess.PIPE, shell=True)8 proc_stdout = process.communicate()[0].strip()9 # print (proc_stdout)10optimizatino_flag=[" ",11 "#define MAIN_BLOCK_SIZE 1000",12 "#define INIT_INLINE 1",13 "#define FASTNOTCH 1", 14 "#define QRSFILT_OPT 1 \n#define BLOCKING_SIZE_QRSFILT 5",15 "#define BDAC_OPT 1",16 "#define AVX_OPT 1",17 "#define NOISECHK_OPT 1"]18# blocksizes = [1,2,5,10,20,50,100,200,500,1000,2000,4000,7200]19now = datetime.datetime.now()20nowtime=now.strftime("%Y-%m-%d_%H:%M:%S")21outputfile = "cache_"+nowtime22# for bs in blocksizes:23for step, opt in enumerate(optimizatino_flag):24 if step != 0:25 with open("../../hamilton_inline/performance.h","w") as config_file:26 config_file.write("#define OPERATION_COUNTER \n#define RUNTIME_MEASURE\n#define PRINT \n")27 for i in optimizatino_flag[:step+1]:28 config_file.write("%s\n"%(i))29 # recompile the program30 subprocess_cmd("cd ../../hamilton_inline/; make clean all")31 #flush disk cache32 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")33 # subprocess_cmd("echo Block Size: %s >> %s" %(bs,outputfile))34 subprocess_cmd("echo optimization step: %s >> %s" %(step,outputfile))35 for ct in range(NUM_RUN):36 if step != 0:37 subprocess_cmd("perf stat -e L1-dcache-loads,L1-dcache-load-misses,L1-dcache-stores ../../hamilton_inline/ourtest 2>&1 | tee -a %s"%(outputfile))38 #flush disk cache39 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")40 subprocess_cmd("perf stat -e dTLB-loads,dTLB-load-misses,dTLB-prefetch-misses ../../hamilton_inline/ourtest 2>&1 | tee -a %s"%(outputfile))41 #flush disk cache42 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")43 subprocess_cmd("perf stat -e LLC-loads,LLC-load-misses,LLC-stores,LLC-prefetches ../../hamilton_inline/ourtest 2>&1 | tee -a %s"%(outputfile))44 #flush disk cache45 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")46 47 subprocess_cmd("perf stat -e cycles,instructions,cache-references,cache-misses,bus-cycles ../../hamilton_inline/ourtest 2>&1 | tee -a %s"%(outputfile))48 #flush disk cache49 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")50 subprocess_cmd("perf stat -e icache.hit,icache.misses ../../hamilton_inline/ourtest 2>&1 | tee -a %s"%(outputfile))51 #flush disk cache52 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")53 else: 54 subprocess_cmd("perf stat -e L1-dcache-loads,L1-dcache-load-misses,L1-dcache-stores ../../hamilton_float/ourtest 2>&1 | tee -a %s"%(outputfile))55 #flush disk cache56 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")57 subprocess_cmd("perf stat -e dTLB-loads,dTLB-load-misses,dTLB-prefetch-misses ../../hamilton_float/ourtest 2>&1 | tee -a %s"%(outputfile))58 #flush disk cache59 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")60 subprocess_cmd("perf stat -e LLC-loads,LLC-load-misses,LLC-stores,LLC-prefetches ../../hamilton_float/ourtest 2>&1 | tee -a %s"%(outputfile))61 #flush disk cache62 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")63 64 subprocess_cmd("perf stat -e cycles,instructions,cache-references,cache-misses,bus-cycles ../../hamilton_float/ourtest 2>&1 | tee -a %s"%(outputfile))65 #flush disk cache66 subprocess_cmd("sync; echo 1 > /proc/sys/vm/drop_caches")67 subprocess_cmd("perf stat -e icache.hit,icache.misses ../../hamilton_float/ourtest 2>&1 | tee -a %s"%(outputfile))68 #flush disk cache...
bench.py
Source:bench.py
1import pyarrow.feather as feather2import pyarrow.parquet as pq3import time4import os5def drop_caches():6 os.system('sync')7 os.system('echo 3 > /proc/sys/vm/drop_caches')8 os.system('sync')9read_time = list()10for i in range(50):11 drop_caches()12 s = time.time()13 open('128MB.feather', 'rb').read()14 e = time.time()15 read_time.append(e-s)16print("read feather blob:", sum(read_time)/len(read_time))17read_time = list()18for i in range(50):19 drop_caches()20 s = time.time()21 open('128MB.parquet', 'rb').read()22 e = time.time()23 read_time.append(e-s)24print("read pq blob:", sum(read_time)/len(read_time))25## parquet26pq_time = list()27for i in range(50):28 drop_caches()29 s = time.time()30 table = pq.read_table('128MB.parquet')31 e = time.time()32 pq_time.append(e-s)33print("parquet all columns:", sum(pq_time)/len(pq_time))34## feather35feather_time = list()36for i in range(50):37 drop_caches()38 s = time.time()39 read_df = feather.read_table('128MB.feather', memory_map=True)40 e = time.time()41 feather_time.append(e-s)42print("feather all columns: ", sum(feather_time)/len(feather_time))43## parquet44pq_time = list()45for i in range(50):46 drop_caches()47 s = time.time()48 table = pq.read_table('128MB.parquet', columns=['total_amount'])49 e = time.time()50 pq_time.append(e-s)51print("parquet single column:", sum(pq_time)/len(pq_time))52## feather53feather_time = list()54for i in range(50):55 drop_caches()56 s = time.time()57 read_df = feather.read_table('128MB.feather', columns=['total_amount'], memory_map=True)58 e = time.time()59 feather_time.append(e-s)...
run-read.py
Source:run-read.py
1#!/usr/bin/python2import re3import sys4import os5import time6def main():7 os.system("echo 1 > /proc/sys/vm/drop_caches")8 os.system("fio fio-read-1")9 os.system("echo 1 > /proc/sys/vm/drop_caches")10 os.system("fio fio-read-2")11 os.system("echo 1 > /proc/sys/vm/drop_caches")12 os.system("fio fio-read-4")13 os.system("echo 1 > /proc/sys/vm/drop_caches")14 os.system("fio fio-read-8")15 os.system("echo 1 > /proc/sys/vm/drop_caches")16 os.system("fio fio-read-16")17 print "done."18 return...
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