I am using python for scientific applications. I run simulations with various parameters, my script outputs the data to an appropriate directory for that parameter set. Later I use that data. However sometimes I edit my script; in order to be able to reproduce my results if needed I would like to have a copy of whatever version of the script was used to generate the data live right in the directory with the data. So basically I would like to have my python script copy itself to the data directory. What's the best way to do this?
Thanks!
I stumbled across this question as I wanted to do the same thing. Although I agree with the comments that git/VCS with revision and everything would be the cleanest solution, sometimes you just want something quick and dirty that does the job. So if anyone is still interested:
With __file__
you can access the running scripts filename (with path), and as already suggested you can use a high-level file manipulation lib like shutil
to copy it to some place. In one line:
shutil.copy(__file__, 'experiment_folder_path/copied_script_name.py')
With the corresponding imports and some bells and whistles:
import shutil
import os # optional: for extracting basename / creating new filepath
import time # optional: for appending time string to copied script
# generate filename with timestring
copied_script_name = time.strftime("%Y-%m-%d_%H%M") + '_' + os.path.basename(__file__)
# copy script
shutil.copy(__file__, 'my_experiment_folder_path' + os.sep + copied_script_name)
Copying the script can be done with shutil.copy()
.
But you should consider keeping your script under revision control. That enables you to retain a revision history.
E.g. I keep my scripts under revision control with git
. In Python files I tend to keep a version string like this;
__version__ = '$Revision: a42ef58 $'[11:-2]
This version string is updated with the git short hash tag every time the file in question is changed. (this is done by running a script called update-modified-keywords.py
from git's post-commit
hook.)
If you have a version string like this, you can embed that in the output, so you always know which version has produced the output.
Edit:
The update-modified-keywords script is shown below;
#!/usr/bin/env python2
# -*- coding: utf-8 -*-
#
# Author: R.F. Smith <[email protected]>
# $Date: 2013-11-24 22:20:54 +0100 $
# $Revision: 3d4f750 $
#
# To the extent possible under law, Roland Smith has waived all copyright and
# related or neighboring rights to update-modified-keywords.py. This work is
# published from the Netherlands.
# See http://creativecommons.org/publicdomain/zero/1.0/
"""Remove and check out those files that that contain keywords and have
changed since in the last commit in the current working directory."""
from __future__ import print_function, division
import os
import mmap
import sys
import subprocess
def checkfor(args):
"""Make sure that a program necessary for using this script is
available.
Arguments:
args -- string or list of strings of commands. A single string may
not contain spaces.
"""
if isinstance(args, str):
if ' ' in args:
raise ValueError('No spaces in single command allowed.')
args = [args]
try:
with open(os.devnull, 'w') as bb:
subprocess.check_call(args, stdout=bb, stderr=bb)
except subprocess.CalledProcessError:
print("Required program '{}' not found! exiting.".format(args[0]))
sys.exit(1)
def modifiedfiles():
"""Find files that have been modified in the last commit.
:returns: A list of filenames.
"""
fnl = []
try:
args = ['git', 'diff-tree', 'HEAD~1', 'HEAD', '--name-only', '-r',
'--diff-filter=ACMRT']
with open(os.devnull, 'w') as bb:
fnl = subprocess.check_output(args, stderr=bb).splitlines()
# Deal with unmodified repositories
if len(fnl) == 1 and fnl[0] is 'clean':
return []
except subprocess.CalledProcessError as e:
if e.returncode == 128: # new repository
args = ['git', 'ls-files']
with open(os.devnull, 'w') as bb:
fnl = subprocess.check_output(args, stderr=bb).splitlines()
# Only return regular files.
fnl = [i for i in fnl if os.path.isfile(i)]
return fnl
def keywordfiles(fns):
"""Filter those files that have keywords in them
:fns: A list of filenames
:returns: A list for filenames for files that contain keywords.
"""
# These lines are encoded otherwise they would be mangled if this file
# is checked in my git repo!
datekw = 'JERhdGU='.decode('base64')
revkw = 'JFJldmlzaW9u'.decode('base64')
rv = []
for fn in fns:
with open(fn, 'rb') as f:
try:
mm = mmap.mmap(f.fileno(), 0, access=mmap.ACCESS_READ)
if mm.find(datekw) > -1 or mm.find(revkw) > -1:
rv.append(fn)
mm.close()
except ValueError:
pass
return rv
def main(args):
"""Main program.
:args: command line arguments
"""
# Check if git is available.
checkfor(['git', '--version'])
# Check if .git exists
if not os.access('.git', os.F_OK):
print('No .git directory found!')
sys.exit(1)
print('{}: Updating modified files.'.format(args[0]))
# Get modified files
files = modifiedfiles()
if not files:
print('{}: Nothing to do.'.format(args[0]))
sys.exit(0)
files.sort()
# Find files that have keywords in them
kwfn = keywordfiles(files)
for fn in kwfn:
os.remove(fn)
args = ['git', 'checkout', '-f'] + kwfn
subprocess.call(args)
if __name__ == '__main__':
main(sys.argv)
If you don't want keyword expansion to clutter up your git history, you can use the smudge and clean filters. I have the following set in my ~/.gitconfig
;
[filter "kw"]
clean = kwclean
smudge = kwset
Both kwclean and kwset are Python scripts.
#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Author: R.F. Smith <[email protected]>
# $Date: 2013-11-24 22:20:54 +0100 $
#
# To the extent possible under law, Roland Smith has waived all copyright and
# related or neighboring rights to kwset.py. This work is published from
# the Netherlands. See http://creativecommons.org/publicdomain/zero/1.0/
"""Fill the Date and Revision keywords from the latest git commit and tag and
subtitutes them in the standard input."""
import os
import sys
import subprocess
import re
def gitdate():
"""Get the date from the latest commit in ISO8601 format.
"""
args = ['git', 'log', '-1', '--date=iso']
dline = [l for l in subprocess.check_output(args).splitlines()
if l.startswith('Date')]
try:
dat = dline[0][5:].strip()
return ''.join(['$', 'Date: ', dat, ' $'])
except IndexError:
raise ValueError('Date not found in git output')
def gitrev():
"""Get the latest tag and use it as the revision number. This presumes the
habit of using numerical tags. Use the short hash if no tag available.
"""
args = ['git', 'describe', '--tags', '--always']
try:
with open(os.devnull, 'w') as bb:
r = subprocess.check_output(args, stderr=bb)[:-1]
except subprocess.CalledProcessError:
return ''.join(['$', 'Revision', '$'])
return ''.join(['$', 'Revision: ', r, ' $'])
def main():
"""Main program.
"""
dre = re.compile(''.join([r'\$', r'Date:?\$']))
rre = re.compile(''.join([r'\$', r'Revision:?\$']))
currp = os.getcwd()
if not os.path.exists(currp+'/.git'):
print >> sys.stderr, 'This directory is not controlled by git!'
sys.exit(1)
date = gitdate()
rev = gitrev()
for line in sys.stdin:
line = dre.sub(date, line)
print rre.sub(rev, line),
if __name__ == '__main__':
main()
and
#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Author: R.F. Smith <[email protected]>
# $Date: 2013-11-24 22:20:54 +0100 $
#
# To the extent possible under law, Roland Smith has waived all copyright and
# related or neighboring rights to kwclean.py. This work is published from the
# Netherlands. See http://creativecommons.org/publicdomain/zero/1.0/
"""Remove the Date and Revision keyword contents from the standard input."""
import sys
import re
## This is the main program ##
if __name__ == '__main__':
dre = re.compile(''.join([r'\$', r'Date.*\$']))
drep = ''.join(['$', 'Date', '$'])
rre = re.compile(''.join([r'\$', r'Revision.*\$']))
rrep = ''.join(['$', 'Revision', '$'])
for line in sys.stdin:
line = dre.sub(drep, line)
print rre.sub(rrep, line),
Both of these scripts are installed (without an extension at the end of the filename, as usual for executables) in a directory that is in my $PATH
, and have their executable bit set.
In the .gitattributes
file of my repository I choose for which files I want keyword expansion. So for e.g. Python files;
*.py filter=kw
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