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June 26, 2012 04:54
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Fast File Concatenation in Python
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''' | |
Tests different methods of concatenating files in Python. | |
''' | |
from __future__ import print_function | |
import json,os,shutil,subprocess | |
import util | |
def verify(file,expected): | |
count = 0 | |
with open(file) as f: | |
for _ in (json.loads(i) for i in util.yield_json(f)): | |
count += 1 | |
if count != expected: | |
print("Found %d objects, but expected %d! " | |
"File didn't write correctly." % (count,expected)) | |
@util.timed | |
def cat_files_py(jdir,file,op): | |
using = ("Readlines" if op == 1 else "Read") if op else "ShUtil" | |
print("Using %s, " % using,end='') | |
with open(file,'wb') as out: | |
for i in os.listdir(jdir): | |
with open(os.path.join(jdir,i),'rb') as f: | |
if op == 1: | |
out.writelines(f.readlines()) | |
elif op == 2: | |
out.write(f.read()) | |
else: | |
shutil.copyfileobj(f, out) | |
@util.timed | |
def cat_files_sys(jdir,file,secondary): | |
if os.name == 'nt': | |
if secondary: | |
print("Using Copy, ",end='') | |
cmd = "copy \"%s\\*\" \"%s\" 1> nul 2>&1" | |
else: | |
print("Using Type, ",end='') | |
cmd = "type \"%s\\*\" > \"%s\" 2> nul" | |
else: | |
if secondary: | |
print("Using Cat, ",end='') | |
cmd = "cat \"%s\"/* > \"%s\"" | |
else: | |
print("Using Xargs, ",end='') | |
cmd = "find \"%s\" -type f -print0 | xargs -0 cat > %s" | |
return subprocess.call(cmd % (jdir, file), shell=True) | |
if __name__ == '__main__': | |
testdir = "/tmp/json" | |
cachefile = "delme.txt" | |
count = len(os.listdir(testdir)) | |
# Python | |
for i in range(3): | |
util.clear_cache() | |
cat_files_py(testdir,cachefile,i) | |
verify(cachefile,count) | |
# System Calls | |
for i in (True,False): | |
util.clear_cache() | |
cat_files_sys(testdir,cachefile,i) | |
verify(cachefile,count) |
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''' | |
Tests speed difference between seeking over many thousands of JSON files and reading one directly | |
''' | |
import hashlib,json,os,random,string,time | |
import util | |
def create_json_files(jdir,num=50000,static="Static_String"): | |
try: | |
os.makedirs(jdir) | |
except: | |
pass | |
for crypt in (hashlib.sha1((static+str(i)).encode('utf-8')).hexdigest() for i in range(num)): | |
d = dict(id=crypt,arg="Argument",arg2="AnotherArgument",time=time.time(), | |
text= | |
[''.join(random.choice(string.ascii_lowercase) for _ in range(100)) | |
for _ in range(10)]) | |
with open(os.path.join(jdir,crypt+".txt"),'w') as file: | |
json.dump(d,file,indent=1,sort_keys=True) | |
@util.timed | |
def read_files(jdir): | |
for f in os.listdir(jdir): | |
with open(os.path.join(jdir,f)) as file: | |
json.load(file) | |
@util.timed | |
def concatenate(jdir,file): | |
with open(file,'wb') as out: | |
for i in os.listdir(jdir): | |
with open(os.path.join(jdir,i),'rb') as f: | |
out.writelines(f.readlines()) | |
@util.timed | |
def read_file(file,expected): | |
count = 0 | |
with open(file) as f: | |
for i in util.yield_json(f): | |
json.loads(i) | |
count += 1 | |
if count != expected: | |
print("Found %d objects, but expected %d! " | |
"File didn't write correctly." % (count,expected)) | |
if __name__ == '__main__': | |
testdir = "/tmp/json" | |
cachefile = "delme.txt" | |
#util.clear_cache() | |
#create_json_files(testdir) # No need to run this more than once | |
util.clear_cache() | |
read_files(testdir) | |
util.clear_cache() | |
concatenate(testdir,cachefile) | |
util.clear_cache() | |
read_file(cachefile,len(os.listdir(testdir))) |
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''' | |
Utilities for testing file concatenation in Python. | |
''' | |
import subprocess,time | |
def timed(f): | |
def func(*args): | |
start = time.time() | |
ret = f(*args) | |
took = time.time() - start | |
print("%s took %f" % (f.__name__,took)) | |
return ret | |
return func | |
def yield_json(lines): | |
'''Iterates over a file yeilding JSON objects. Expects the files | |
to be indented, such that root objects end '}' at the first index | |
of the line. | |
''' | |
store = [] | |
for ln in lines: | |
if ln and ln[0] == '}': # End of object | |
store.append('}') | |
ret = store | |
store = [ln[1:]] | |
yield ''.join(ret) | |
else: | |
store.append(ln) | |
use_clean_cache=False | |
def clear_cache(): | |
'''Attempts to clear disk caches on Linux - must be run as root''' | |
if use_clean_cache: | |
subprocess.call("sync; echo 3 > /proc/sys/vm/drop_caches", shell=True) |
Author
dimo414
commented
Jun 27, 2012
Windows 7 - i7 3.4GHz 16GB | Ubuntu 11.10 - i7 3.4GHz 16GB | |||||||
---|---|---|---|---|---|---|---|---|
HD - cmd | HD - Cygwin | SSD - cmd | SSD - Cygwin | HD | SSD | HD - cold cache | SSD- cold cache | |
Load All Files | 10.851 | 14.876851 | 16.696 | 17.167982 | 1.851240 | 1.602277 | 339.545958 | 15.793162 |
Concatenate (Readlines) | 4.980 | 8.296474 | 4.866 | 7.749443 | 0.618610 | 0.586936 | 338.830646 | 14.245564 |
Load Concat'ed File | 0.538 | 3.946225 | 0.985 | 7.134408 | 0.829064 | 0.832572 | 0.854499 | 0.848297 |
Python: ShUtil | 4.795 | 8.552490 | 4.304 | 7.918453 | 0.598918 | 0.608400 | 338.379066 | 14.215956 |
Python: Readlines | 5.011 | 8.381479 | 4.900 | 7.959456 | 0.597912 | 0.605008 | 339.995610 | 14.182779 |
Python: Read | 8.927 | 10.070576 | 15.003 | 9.380537 | 0.802220 | 0.761661 | 339.974461 | 14.460762 |
Shell: Copy / Cat | 5.679 | 6.775388 | 7.010 | 5.899337 | FAILED | FAILED | FAILED | FAILED |
Shell: Type / Xargs | 3.448 | 8.527488 | 7.411 | 6.279359 | 0.343088 | 0.401653 | 332.400320 | 12.669442 |
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