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Python dict to multipart/form-data converter to use it requests
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""" | |
Here is a way to flatten python dictionaries for making multipart/form-data POST requests. | |
{"some": ["balls", "toys"], "field": "value", "nested": {"objects": "here"}} | |
-> | |
{"some[0]": "balls", "some[1]": "toys", "field": "value", "nested[objects]": "here"} | |
""" | |
def multipartify(data, parent_key=None, formatter: callable = None) -> dict: | |
if formatter is None: | |
formatter = lambda v: (None, v) # Multipart representation of value | |
if type(data) is not dict: | |
return {parent_key: formatter(data)} | |
converted = [] | |
for key, value in data.items(): | |
current_key = key if parent_key is None else f"{parent_key}[{key}]" | |
if type(value) is dict: | |
converted.extend(multipartify(value, current_key, formatter).items()) | |
elif type(value) is list: | |
for ind, list_value in enumerate(value): | |
iter_key = f"{current_key}[{ind}]" | |
converted.extend(multipartify(list_value, iter_key, formatter).items()) | |
else: | |
converted.append((current_key, formatter(value))) | |
return dict(converted) | |
""" | |
Usage examples with `requests` library: | |
""" | |
import requests | |
payload = { | |
"person": {"name": "John", "age": "31"}, | |
"pets": ["Dog", "Parrot"], | |
"special_mark": 42, | |
} | |
requests.post("https://example.com/", files=multipartify(payload)) | |
# Feel free to add some files to this (depends on endpoint configuration) | |
converted_data = multipartify(payload) | |
converted_data["attachment[0]"] = ("file.png", b'binary-file', "image/png") | |
requests.post("https://example.com/", files=converted_data) | |
""" | |
Pytests for Multipartify method. | |
""" | |
import pytest | |
@pytest.mark.parametrize( | |
"incoming, converted", | |
( | |
({"a": "b"}, {"a": "b"}), | |
({"a": {"Not", "serializable", "set"}}, {"a": {"Not", "serializable", "set"}}), | |
({"a": {"b1": "c", "b2": "d"}}, {"a[b1]": "c", "a[b2]": "d"}), | |
({"a": {"b": {"c": "d"}}}, {"a[b][c]": "d"}), | |
({"a": ["c", "e"]}, {"a[0]": "c", "a[1]": "e"}), | |
({"a": [{"b": "c"}, {"d": "e"}]}, {"a[0][b]": "c", "a[1][d]": "e"}), | |
({}, {}), | |
), | |
) | |
def test(incoming, converted): | |
assert multipartify(incoming, formatter=lambda v: v) == converted | |
def test_default_formatter(): | |
assert multipartify({"a": "b"}) == {"a": (None, "b")} |
Why is it, that we can't just parse nested data
It depends on API design. multipart/form-data
is just a type of your requests body that can be parsed by the server. You cannot send nested data using this format - there is just no such convention ¯\_(ツ)_/¯
. The only convention about fields for multipart form data content - is uniqueness of field names. So this trick here helps to produce this unique names, some item[attribute][0][user_type]
etc.
The main advantage of this format is convenient way to send form values along with files (or any binary data).
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This really solved some issues when trying to make a POST request to Facebooks API.
Why is it, that we can't just parse nested data, and we need to do this trick?