Created
November 16, 2010 15:20
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#!/usr/bin/env python | |
# | |
# $Id: Nielsen2010Python_sqlspeed.py,v 1.3 2010/11/15 00:59:14 fn Exp $ | |
import os | |
import random | |
import sqlite3 | |
import time | |
conversion = { 1: "one", 2: "two", 3: "three", 4: "four", 5: "five", | |
6: "six", 7: "seven", 8: "eight", 9: "nine", 10: "ten", | |
11: "eleven", 12: "twelwe", 13: "thirteen", | |
14: "fourteen", 15: "fifteen", 16: "sixteen", | |
17: "seventeen", 18: "eighteen", 19: "nineteen", | |
20: "twenty", 30: "thirty", 40: "fourty", 50: "fifty", | |
60: "sixty", 70: "seventy", 80: "eighty", 90: "ninety" } | |
def convert(value): | |
[s5,s4,s3,s2,s1] = map(lambda c: int(c), str(value)) | |
if s5 == 1: | |
t = conversion[s5*10+s4] | |
else: | |
t = conversion[s5*10] | |
if s4 != 0: | |
t += " " + conversion[s4] | |
t += " thousand" | |
if s3 != 0: | |
t += " " + conversion[s3] + " hundred" | |
if s2 == 1: | |
t += " " + conversion[s2*10+s1] | |
else: | |
if s2 != 0: | |
t += " " + conversion[s2*10] | |
if s1 != 0: | |
t += " " + conversion[s1] | |
return t | |
def n2sqls(n): | |
s1 = """CREATE TABLE t1(a INTEGER, b INTEGER, c VARCHAR(100));\n""" | |
for n in range(n): | |
value = int(random.random()*90000+10000) | |
s1 += "INSERT INTO t1 VALUES(%d,%d,'%s');\n" % (n+1, value, convert(value)) | |
s2 = "BEGIN;\n" + s1 + "COMMIT;\n" | |
return [s1, s2] | |
def sql2time(s): | |
if os.path.exists('data.db'): | |
os.unlink('data.db') | |
con = sqlite3.connect('data.db') | |
start_time = time.time() | |
start_cpu = time.clock() | |
con.executescript(s) | |
con.commit() | |
elapsed_cpu = time.clock() - start_cpu | |
elapsed_time = time.time() - start_time | |
con.close() | |
return [elapsed_cpu, elapsed_time] | |
N = [3, 10, 33, 100, 333, 1000, 3333, 10000] | |
timing = zeros((8,2,2,1)) | |
for i in range(len(N)): | |
s1, s2 = n2sqls(N[i]) | |
timing[i,:,0,0] = sql2time(s1) | |
timing[i,:,1,0] = sql2time(s2) | |
print(timing) | |
grid(color=(0.9,0.9,0.9), linewidth=2, linestyle='-') | |
loglog(N, timing[:,:,0,0]) | |
hold(True) | |
loglog(N, timing[:,:,1,0], ':') | |
xlabel('Insert size') | |
ylabel('Time') | |
legend(('CPU', 'Elapsed', 'CPU (transaction)', 'Elapsed (transaction)'), | |
loc='upper left') | |
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