How can I use pickle to save a dict?
Try this:
import picklea = {'hello': 'world'}with open('filename.pickle', 'wb') as handle: pickle.dump(a, handle, protocol=pickle.HIGHEST_PROTOCOL)with open('filename.pickle', 'rb') as handle: b = pickle.load(handle)print a == b
import pickleyour_data = {'foo': 'bar'}# Store data (serialize)with open('filename.pickle', 'wb') as handle: pickle.dump(your_data, handle, protocol=pickle.HIGHEST_PROTOCOL)# Load data (deserialize)with open('filename.pickle', 'rb') as handle: unserialized_data = pickle.load(handle)print(your_data == unserialized_data)
The advantage of HIGHEST_PROTOCOL
is that files get smaller. This makes unpickling sometimes much faster.
Important notice: The maximum file size of pickle is about 2GB.
Alternative way
import mpuyour_data = {'foo': 'bar'}mpu.io.write('filename.pickle', data)unserialized_data = mpu.io.read('filename.pickle')
Alternative Formats
- CSV: Super simple format (read & write)
- JSON: Nice for writing human-readable data; VERY commonly used (read & write)
- YAML: YAML is a superset of JSON, but easier to read (read & write, comparison of JSON and YAML)
- pickle: A Python serialization format (read & write)
- MessagePack (Python package): More compact representation (read & write)
- HDF5 (Python package): Nice for matrices (read & write)
- XML: exists too *sigh* (read & write)
For your application, the following might be important:
- Support by other programming languages
- Reading / writing performance
- Compactness (file size)
See also: Comparison of data serialization formats
In case you are rather looking for a way to make configuration files, you might want to read my short article Configuration files in Python
# Save a dictionary into a pickle file.import picklefavorite_color = {"lion": "yellow", "kitty": "red"} # create a dictionarypickle.dump(favorite_color, open("save.p", "wb")) # save it into a file named save.p# -------------------------------------------------------------# Load the dictionary back from the pickle file.import picklefavorite_color = pickle.load(open("save.p", "rb"))# favorite_color is now {"lion": "yellow", "kitty": "red"}