A while ago I needed a deepcopy function in python. I found out however that for my usecase I could better build my own. I want to share it so that others might benefit as well.
If the data you're copying is simple data, deepcopy might be overkill. With simple I mean if your data is representable as Json. Let me illustrate with code:
I've used [json-generator](http://www.json-generator.com/ to get some sample json data.)
def deepCopyList(inp):
for vl in inp:
if isinstance(vl, list):
yield list(deepCopyList(vl))
elif isinstance(vl, dict):
yield deepCopyDict(vl)
def deepCopyDict(inp):
outp = inp.copy()
for ky, vl in outp.iteritems():
if isinstance(vl, dict):
outp[ky] = deepCopyDict(vl)
elif isinstance(vl, list):
outp[ky] = list(deepCopyList(vl))
return outp
def simpleDeepCopy(inp):
if isinstance(inp, dict):
return deepCopyDict(inp)
elif isinstance(inp, list):
return deepCopyList(inp)
else:
return inp
if __name__ == '__main__':
import simplejson as json
import time
from copy import deepcopy
fl = open('sample.json', 'r')
sample = json.load(fl)
start = time.time()
for _ in xrange(10000):
tmp = simpleDeepCopy(sample)
end = time.time()
print 'simpleDeepCopy: ' + str(end - start)
start = time.time()
for _ in xrange(10000):
tmp = deepcopy(sample)
end = time.time()
print 'copy.deepcopy: ' + str(end - start)
Output
simpleDeepCopy: 0.0132050514221
copy.deepcopy: 2.66142916679
simpleDeepCopy: 0.0128579139709
copy.deepcopy: 2.60736298561