Saving a dictionary to a file in Python
This tutorial explains various ways to save dictionaries to files using Python. The methods include:
-
The Python
pickle
module'sdump()
function. -
NumPy
Functions of the librarysave()
. - Functions of
Python
json
modules .dump()
In Python, use the function pickle
of the module dump
to save the dictionary to a file
The following code example shows how we can use the save function pickle
of the module dump()
to save a dictionary and load()
read the dictionary from the saved file using the read function. The save function pickle
of the module dump()
requires the dictionary we want to save and a file object as arguments in order to save the dictionary as .pkl
a file.
import pickle
my_dict = {"Apple": 4, "Banana": 2, "Orange": 6, "Grapes": 11}
with open("myDictionary.pkl", "wb") as tf:
pickle.dump(my_dict, tf)
The following code example shows how to use load()
the function to read a dictionary saved in a file. load()
The function requires a file object as a parameter .pkl
to load a dictionary from a file.
import pickle
with open("myDictionary.pkl", "wb") as tf:
new_dict = pickle.load(tf)
print(new_dict.item())
Output:
{ 'Apple': 4, 'Banana': 2, 'Orange': 6, 'Grapes': 11}
In Python, use NumPy
the library's save
function to save a dictionary to a file.
NumPy
The library's save()
save function can also save the dictionary in a file. To save the dictionary to .npy
a file, save()
the function requires as parameters the name of the file we want to save and the dictionary to save to the file.
Code example:
import numpy as np
my_dict = {"Apple": 4, "Banana": 2, "Orange": 6, "Grapes": 11}
np.save("file.npy", my_dict)
This code example shows how to read .npy
a Python dictionary saved as a .txt file. NumPy
The library's load()
.txt function requires a file name and allow_pickle
the .txt parameter needs to be set to .txt in order to load a saved dictionary True
from a .txt file..npy
Code example:
import numpy as np
new_dict = np.load("file.npy", allow_pickle="TRUE")
print(new_dict)
In Python, use the function json
of the module dump
to save a dictionary to a file.
Another way to save a dictionary to a file in Python is by using the save function json
of the module dump()
. It also takes as arguments the variable we want to save dict
and the file object to save the dictionary to .json
a file.
Sample code:
import json
my_dict = {"Apple": 4, "Banana": 2, "Orange": 6, "Grapes": 11}
tf = open("myDictionary.json", "w")
json.dump(my_dict, tf)
tf.close()
The following is a code example of using the function json
of the module load
to read a dictionary saved as a file. load()
The function requires a file object as a parameter and .json
loads a dictionary from the file.
import json
tf = open("myDictionary.json", "r")
new_dict = json.load(tf)
print(new_dict)
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