home ‣ Pickling (serialization) in Python login
Pickling is an easy way to serialize data in Python. One possible use for that is preserving the state across script executions (like saving preferences).
There are few things worth knowing:
- python has
pickleandcPicklemodules. They are almost the same (picklehandles more cases butcPickleis faster) - you can specify protocol parameter to
dump()function. UsecPickle.HIGHEST_PROTOCOL- it's the most efficient one - the simplest thing to do is to stuff everything you want to serialize in a hash and serialize the hash
The code snippet below shows how to save and load some data to a file. It removes the file if unpickling fails (which can happen if e.g. file is corrupted or not in the right format). The retry logic comes from experience - I found that os.remove() right after close() might fail.
import sys, os, string, time, cPickle
DATA_FILE_NAME = "settings.dat"
def saveData():
fo = open(DATA_FILE_NAME, "wb")
version = 1.0
aString = "some data"
cPickle.dump(version, fo, protocol = cPickle.HIGHEST_PROTOCOL)
cPickle.dump(aString, fo, protocol = cPickle.HIGHEST_PROTOCOL)
fo.close()
def loadData():
try:
fo = open(DATA_FILE_NAME, "rb")
except IOError:
# it's ok to not have the file
print "didn't find file %s with data" % DATA_FILE_NAME
return
try:
version = cPickle.load(fo)
aString = cPickle.load(fo)
except:
fo.close()
removeRetryCount = 0
while removeRetryCount < 3:
try:
os.remove(filePath)
break
except:
time.sleep(1) # try to sleep to make the time for the file not be used anymore
print "exception: n %s, n %s, n %s n when trying to remove file %s" % (sys.exc_info()[0], sys.exc_info()[1], sys.exc_info()[2], filePath)
removeRetryCount += 1
return
fo.close()