I am currently doing this to save JSON to a file:
with open(filename, 'w+') as f:
json.dump(data, f)
and I am doing this to load JSON from a file into a Python dictionary:
with open(filename, 'r') as f:
data = json.loads(json.load(f))
I understand that json.load
loads JSON from a file and json.loads
loads JSON from a string.
When I call json.load(f)
to load the JSON from file I get a string representation of the JSON object:
'{"a": 1,"b": 2,"c": 3}'
I then call json.loads(json.load(f))
to convert that string representation to a Python dictionary:
{'a': 1, 'b': 2, 'c': 3}
I understand that I can also use ast.literal_eval()
to convert the string into a Python dictionary.
My question is - what is the correct way of loading JSON from a file directory into a Python dictionary? is it really necessary to call both json.loads
and json.load
to get JSON from a file into a dictionary?
To use this feature, we import the json package in Python script. The text in JSON is done through quoted-string which contains a value in key-value mapping within { }. It is similar to the dictionary in Python. An OrderedDict is a dictionary subclass that remembers the order that keys were first inserted.
Reading From JSON It's pretty easy to load a JSON object in Python. Python has a built-in package called json, which can be used to work with JSON data. It's done by using the JSON module, which provides us with a lot of methods which among loads() and load() methods are gonna help us to read the JSON file.
Start by importing the json library. We use the function open to read the JSON file and then the method json. load() to parse the JSON string into a Python dictionary called superHeroSquad. That's it!
Your data
must have already been a JSON string to begin with and then you double-encoded it during
the json.dump
. Then of course you need to double-decode it later. So instead of encoding the original JSON with JSON again, just write it to the file as-is:
with open(filename, 'w+') as f:
f.write(data)
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