Storing Python dictionaries
Minimal example, writing directly to a file:
import json
json.dump(data, open(filename, 'wb'))
data = json.load(open(filename))
or safely opening / closing:
import json
with open(filename, 'wb') as outfile:
json.dump(data, outfile)
with open(filename) as infile:
data = json.load(infile)
If you want to save it in a string instead of a file:
import json
json_str = json.dumps(data)
data = json.loads(json_str)
Also see the speeded-up package ujson:
import ujson
with open('data.json', 'wb') as fp:
ujson.dump(data, fp)
Pickle save:
try:
import cPickle as pickle
except ImportError: # Python 3.x
import pickle
with open('data.p', 'wb') as fp:
pickle.dump(data, fp, protocol=pickle.HIGHEST_PROTOCOL)
See the pickle module documentation for additional information regarding the protocol
argument.
Pickle load:
with open('data.p', 'rb') as fp:
data = pickle.load(fp)
JSON save:
import json
with open('data.json', 'w') as fp:
json.dump(data, fp)
Supply extra arguments, like sort_keys
or indent
, to get a pretty result. The argument sort_keys will sort the keys alphabetically and indent will indent your data structure with indent=N
spaces.
json.dump(data, fp, sort_keys=True, indent=4)
JSON load:
with open('data.json', 'r') as fp:
data = json.load(fp)