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README.rst

Responses
=========

.. image:: https://img.shields.io/pypi/v/responses.svg
:target: https://pypi.python.org/pypi/responses/

.. image:: https://img.shields.io/pypi/pyversions/responses.svg
:target: https://pypi.org/project/responses/

.. image:: https://codecov.io/gh/getsentry/responses/branch/master/graph/badge.svg
:target: https://codecov.io/gh/getsentry/responses/

A utility library for mocking out the ``requests`` Python library.

.. note::

Responses requires Python 2.7 or newer, and requests >= 2.0


Installing
----------

``pip install responses``


Basics
------

The core of ``responses`` comes from registering mock responses:

.. code-block:: python

import responses
import requests

@responses.activate
def test_simple():
responses.add(responses.GET, 'http://twitter.com/api/1/foobar',
json={'error': 'not found'}, status=404)

resp = requests.get('http://twitter.com/api/1/foobar')

assert resp.json() == {"error": "not found"}

assert len(responses.calls) == 1
assert responses.calls[0].request.url == 'http://twitter.com/api/1/foobar'
assert responses.calls[0].response.text == '{"error": "not found"}'

If you attempt to fetch a url which doesn't hit a match, ``responses`` will raise
a ``ConnectionError``:

.. code-block:: python

import responses
import requests

from requests.exceptions import ConnectionError

@responses.activate
def test_simple():
with pytest.raises(ConnectionError):
requests.get('http://twitter.com/api/1/foobar')

Lastly, you can pass an ``Exception`` as the body to trigger an error on the request:

.. code-block:: python

import responses
import requests

@responses.activate
def test_simple():
responses.add(responses.GET, 'http://twitter.com/api/1/foobar',
body=Exception('...'))
with pytest.raises(Exception):
requests.get('http://twitter.com/api/1/foobar')


Response Parameters
-------------------

Responses are automatically registered via params on ``add``, but can also be
passed directly:

.. code-block:: python

import responses

responses.add(
responses.Response(
method='GET',
url='http://example.com',
)
)

The following attributes can be passed to a Response mock:

method (``str``)
The HTTP method (GET, POST, etc).

url (``str`` or compiled regular expression)
The full resource URL.

match_querystring (``bool``)
DEPRECATED: Use `responses.matchers.query_param_matcher` or
`responses.matchers.query_string_matcher`

Include the query string when matching requests.
Enabled by default if the response URL contains a query string,
disabled if it doesn't or the URL is a regular expression.

body (``str`` or ``BufferedReader``)
The response body.

json
A Python object representing the JSON response body. Automatically configures
the appropriate Content-Type.

status (``int``)
The HTTP status code.

content_type (``content_type``)
Defaults to ``text/plain``.

headers (``dict``)
Response headers.

stream (``bool``)
DEPRECATED: use ``stream`` argument in request directly

auto_calculate_content_length (``bool``)
Disabled by default. Automatically calculates the length of a supplied string or JSON body.

match (``list``)
A list of callbacks to match requests based on request attributes.
Current module provides multiple matchers that you can use to match:

* body contents in JSON format
* body contents in URL encoded data format
* request query parameters
* request query string (similar to query parameters but takes string as input)
* kwargs provided to request e.g. ``stream``, ``verify``
* 'multipart/form-data' content and headers in request
* request headers
* request fragment identifier

Alternatively user can create custom matcher.
Read more `Matching Requests`_


Matching Requests
-----------------

When adding responses for endpoints that are sent request data you can add
matchers to ensure your code is sending the right parameters and provide
different responses based on the request body contents. Responses provides
matchers for JSON and URL-encoded request bodies and you can supply your own for
other formats.

.. code-block:: python

import responses
import requests
from responses import matchers

@responses.activate
def test_calc_api():
responses.add(
responses.POST,
url='http://calc.com/sum',
body="4",
match=[
matchers.urlencoded_params_matcher({"left": "1", "right": "3"})
]
)
requests.post("http://calc.com/sum", data={"left": 1, "right": 3})

Matching JSON encoded data can be done with ``matchers.json_params_matcher()``.
If your application uses other encodings you can build your own matcher that
returns ``True`` or ``False`` if the request parameters match. Your matcher can
expect a ``request`` parameter to be provided by responses.

Similarly, you can use the ``matchers.query_param_matcher`` function to match
against the ``params`` request parameter.
Note, you must set ``match_querystring=False``

.. code-block:: python

import responses
import requests
from responses import matchers

@responses.activate
def test_calc_api():
url = "http://example.com/test"
params = {"hello": "world", "I am": "a big test"}
responses.add(
method=responses.GET,
url=url,
body="test",
match=[matchers.query_param_matcher(params)],
match_querystring=False,
)

resp = requests.get(url, params=params)

constructed_url = r"http://example.com/test?I+am=a+big+test&hello=world"
assert resp.url == constructed_url
assert resp.request.url == constructed_url
assert resp.request.params == params


As alternative, you can use query string value in ``matchers.query_string_matcher``

.. code-block:: python

import requests
import responses
from responses import matchers

@responses.activate
def my_func():
responses.add(
responses.GET,
"https://httpbin.org/get",
match=[matchers.query_string_matcher("didi=pro&test=1")],
)
resp = requests.get("https://httpbin.org/get", params={"test": 1, "didi": "pro"})

my_func()

To validate request arguments use the ``matchers.request_kwargs_matcher`` function to match
against the request kwargs.
Note, only arguments provided to ``matchers.request_kwargs_matcher`` will be validated

.. code-block:: python

import responses
import requests
from responses import matchers

with responses.RequestsMock(assert_all_requests_are_fired=False) as rsps:
req_kwargs = {
"stream": True,
"verify": False,
}
rsps.add(
"GET",
"http://111.com",
match=[matchers.request_kwargs_matcher(req_kwargs)],
)

requests.get("http://111.com", stream=True)

# >>> Arguments don't match: {stream: True, verify: True} doesn't match {stream: True, verify: False}

To validate request body and headers for ``multipart/form-data`` data you can use
``matchers.multipart_matcher``. The ``data``, and ``files`` parameters provided will be compared
to the request:

.. code-block:: python

import requests
import responses
from responses.matchers import multipart_matcher

@responses.activate
def my_func():
req_data = {"some": "other", "data": "fields"}
req_files = {"file_name": b"Old World!"}
responses.add(
responses.POST, url="http://httpbin.org/post",
match=[multipart_matcher(req_files, data=req_data)]
)
resp = requests.post("http://httpbin.org/post", files={"file_name": b"New World!"})

my_func()
# >>> raises ConnectionError: multipart/form-data doesn't match. Request body differs.


To validate request URL fragment identifier you can use ``matchers.fragment_identifier_matcher``.
The matcher takes fragment string (everything after ``#`` sign) as input for comparison:

.. code-block:: python

import requests
import responses
from responses.matchers import fragment_identifier_matcher

@responses.activate
def run():
url = "http://example.com?ab=xy&zed=qwe#test=1&foo=bar"
responses.add(
responses.GET,
url,
match_querystring=True,
match=[fragment_identifier_matcher("test=1&foo=bar")],
body=b"test",
)

# two requests to check reversed order of fragment identifier
resp = requests.get("http://example.com?ab=xy&zed=qwe#test=1&foo=bar")
resp = requests.get("http://example.com?zed=qwe&ab=xy#foo=bar&test=1")

run()

Matching Request Headers
------------------------

When adding responses you can specify matchers to ensure that your code is
sending the right headers and provide different responses based on the request
headers.

.. code-block:: python

import responses
import requests
from responses import matchers


@responses.activate
def test_content_type():
responses.add(
responses.GET,
url="http://example.com/",
body="hello world",
match=[
matchers.header_matcher({"Accept": "text/plain"})
]
)

responses.add(
responses.GET,
url="http://example.com/",
json={"content": "hello world"},
match=[
matchers.header_matcher({"Accept": "application/json"})
]
)

# request in reverse order to how they were added!
resp = requests.get("http://example.com/", headers={"Accept": "application/json"})
assert resp.json() == {"content": "hello world"}

resp = requests.get("http://example.com/", headers={"Accept": "text/plain"})
assert resp.text == "hello world"

Because ``requests`` will send several standard headers in addition to what was
specified by your code, request headers that are additional to the ones
passed to the matcher are ignored by default. You can change this behaviour by
passing ``strict_match=True`` to the matcher to ensure that only the headers
that you're expecting are sent and no others. Note that you will probably have
to use a ``PreparedRequest`` in your code to ensure that ``requests`` doesn't
include any additional headers.

.. code-block:: python

import responses
import requests
from responses import matchers

@responses.activate
def test_content_type():
responses.add(
responses.GET,
url="http://example.com/",
body="hello world",
match=[
matchers.header_matcher({"Accept": "text/plain"}, strict_match=True)
]
)

# this will fail because requests adds its own headers
with pytest.raises(ConnectionError):
requests.get("http://example.com/", headers={"Accept": "text/plain"})

# a prepared request where you overwrite the headers before sending will work
session = requests.Session()
prepped = session.prepare_request(
requests.Request(
method="GET",
url="http://example.com/",
)
)
prepped.headers = {"Accept": "text/plain"}

resp = session.send(prepped)
assert resp.text == "hello world"

Response Registry
---------------------------

By default, ``responses`` will search all registered``Response`` objects and
return a match. If only one ``Response`` is registered, the registry is kept unchanged.
However, if multiple matches are found for the same request, then first match is returned and
removed from registry.

Such behavior is suitable for most of use cases, but to handle special conditions, you can
implement custom registry which must follow interface of ``registries.FirstMatchRegistry``.
Redefining the ``find`` method will allow you to create custom search logic and return
appropriate ``Response``

Example that shows how to set custom registry

.. code-block:: python

import responses
from responses import registries


class CustomRegistry(registries.FirstMatchRegistry):
pass


""" Before tests: """

# using function decorator
@responses.activate(registry=CustomRegistry)
def run():
""" Within test: <__main__.CustomRegistry object> """

run()
""" After test: """

# using context manager
with responses.RequestsMock(registry=CustomRegistry) as rsps:
""" In context manager: <__main__.CustomRegistry object> """

"""
After exit from context manager:
"""

Dynamic Responses
-----------------

You can utilize callbacks to provide dynamic responses. The callback must return
a tuple of (``status``, ``headers``, ``body``).

.. code-block:: python

import json

import responses
import requests

@responses.activate
def test_calc_api():

def request_callback(request):
payload = json.loads(request.body)
resp_body = {'value': sum(payload['numbers'])}
headers = {'request-id': '728d329e-0e86-11e4-a748-0c84dc037c13'}
return (200, headers, json.dumps(resp_body))

responses.add_callback(
responses.POST, 'http://calc.com/sum',
callback=request_callback,
content_type='application/json',
)

resp = requests.post(
'http://calc.com/sum',
json.dumps({'numbers': [1, 2, 3]}),
headers={'content-type': 'application/json'},
)

assert resp.json() == {'value': 6}

assert len(responses.calls) == 1
assert responses.calls[0].request.url == 'http://calc.com/sum'
assert responses.calls[0].response.text == '{"value": 6}'
assert (
responses.calls[0].response.headers['request-id'] ==
'728d329e-0e86-11e4-a748-0c84dc037c13'
)

You can also pass a compiled regex to ``add_callback`` to match multiple urls:

.. code-block:: python

import re, json

from functools import reduce

import responses
import requests

operators = {
'sum': lambda x, y: x+y,
'prod': lambda x, y: x*y,
'pow': lambda x, y: x**y
}

@responses.activate
def test_regex_url():

def request_callback(request):
payload = json.loads(request.body)
operator_name = request.path_url[1:]

operator = operators[operator_name]

resp_body = {'value': reduce(operator, payload['numbers'])}
headers = {'request-id': '728d329e-0e86-11e4-a748-0c84dc037c13'}
return (200, headers, json.dumps(resp_body))

responses.add_callback(
responses.POST,
re.compile('http://calc.com/(sum|prod|pow|unsupported)'),
callback=request_callback,
content_type='application/json',
)

resp = requests.post(
'http://calc.com/prod',
json.dumps({'numbers': [2, 3, 4]}),
headers={'content-type': 'application/json'},
)
assert resp.json() == {'value': 24}

test_regex_url()


If you want to pass extra keyword arguments to the callback function, for example when reusing
a callback function to give a slightly different result, you can use ``functools.partial``:

.. code-block:: python

from functools import partial

...

def request_callback(request, id=None):
payload = json.loads(request.body)
resp_body = {'value': sum(payload['numbers'])}
headers = {'request-id': id}
return (200, headers, json.dumps(resp_body))

responses.add_callback(
responses.POST, 'http://calc.com/sum',
callback=partial(request_callback, id='728d329e-0e86-11e4-a748-0c84dc037c13'),
content_type='application/json',
)


You can see params passed in the original ``request`` in ``responses.calls[].request.params``:

.. code-block:: python

import responses
import requests

@responses.activate
def test_request_params():
responses.add(
method=responses.GET,
url="http://example.com?hello=world",
body="test",
match_querystring=False,
)

resp = requests.get('http://example.com', params={"hello": "world"})
assert responses.calls[0].request.params == {"hello": "world"}

Responses as a context manager
------------------------------

.. code-block:: python

import responses
import requests

def test_my_api():
with responses.RequestsMock() as rsps:
rsps.add(responses.GET, 'http://twitter.com/api/1/foobar',
body='{}', status=200,
content_type='application/json')
resp = requests.get('http://twitter.com/api/1/foobar')

assert resp.status_code == 200

# outside the context manager requests will hit the remote server
resp = requests.get('http://twitter.com/api/1/foobar')
resp.status_code == 404

Responses as a pytest fixture
-----------------------------

.. code-block:: python

@pytest.fixture
def mocked_responses():
with responses.RequestsMock() as rsps:
yield rsps

def test_api(mocked_responses):
mocked_responses.add(
responses.GET, 'http://twitter.com/api/1/foobar',
body='{}', status=200,
content_type='application/json')
resp = requests.get('http://twitter.com/api/1/foobar')
assert resp.status_code == 200

Responses inside a unittest setUp()
-----------------------------------

When run with unittest tests, this can be used to set up some
generic class-level responses, that may be complemented by each test

.. code-block:: python

class TestMyApi(unittest.TestCase):
def setUp(self):
responses.add(responses.GET, 'https://example.com', body="within setup")
# here go other self.responses.add(...)

@responses.activate
def test_my_func(self):
responses.add(
responses.GET,
"https://httpbin.org/get",
match=[matchers.query_param_matcher({"test": "1", "didi": "pro"})],
body="within test"
)
resp = requests.get("https://example.com")
resp2 = requests.get("https://httpbin.org/get", params={"test": "1", "didi": "pro"})
print(resp.text)
# >>> within setup
print(resp2.text)
# >>> within test


Assertions on declared responses
--------------------------------

When used as a context manager, Responses will, by default, raise an assertion
error if a url was registered but not accessed. This can be disabled by passing
the ``assert_all_requests_are_fired`` value:

.. code-block:: python

import responses
import requests

def test_my_api():
with responses.RequestsMock(assert_all_requests_are_fired=False) as rsps:
rsps.add(responses.GET, 'http://twitter.com/api/1/foobar',
body='{}', status=200,
content_type='application/json')

assert_call_count
-----------------

Assert that the request was called exactly n times.

.. code-block:: python

import responses
import requests

@responses.activate
def test_assert_call_count():
responses.add(responses.GET, "http://example.com")

requests.get("http://example.com")
assert responses.assert_call_count("http://example.com", 1) is True

requests.get("http://example.com")
with pytest.raises(AssertionError) as excinfo:
responses.assert_call_count("http://example.com", 1)
assert "Expected URL 'http://example.com' to be called 1 times. Called 2 times." in str(excinfo.value)


Multiple Responses
------------------

You can also add multiple responses for the same url:

.. code-block:: python

import responses
import requests

@responses.activate
def test_my_api():
responses.add(responses.GET, 'http://twitter.com/api/1/foobar', status=500)
responses.add(responses.GET, 'http://twitter.com/api/1/foobar',
body='{}', status=200,
content_type='application/json')

resp = requests.get('http://twitter.com/api/1/foobar')
assert resp.status_code == 500
resp = requests.get('http://twitter.com/api/1/foobar')
assert resp.status_code == 200


Using a callback to modify the response
---------------------------------------

If you use customized processing in `requests` via subclassing/mixins, or if you
have library tools that interact with `requests` at a low level, you may need
to add extended processing to the mocked Response object to fully simulate the
environment for your tests. A `response_callback` can be used, which will be
wrapped by the library before being returned to the caller. The callback
accepts a `response` as it's single argument, and is expected to return a
single `response` object.

.. code-block:: python

import responses
import requests

def response_callback(resp):
resp.callback_processed = True
return resp

with responses.RequestsMock(response_callback=response_callback) as m:
m.add(responses.GET, 'http://example.com', body=b'test')
resp = requests.get('http://example.com')
assert resp.text == "test"
assert hasattr(resp, 'callback_processed')
assert resp.callback_processed is True


Passing through real requests
-----------------------------

In some cases you may wish to allow for certain requests to pass through responses
and hit a real server. This can be done with the ``add_passthru`` methods:

.. code-block:: python

import responses

@responses.activate
def test_my_api():
responses.add_passthru('https://percy.io')

This will allow any requests matching that prefix, that is otherwise not
registered as a mock response, to passthru using the standard behavior.

Pass through endpoints can be configured with regex patterns if you
need to allow an entire domain or path subtree to send requests:

.. code-block:: python

responses.add_passthru(re.compile('https://percy.io/\\w+'))


Lastly, you can use the `response.passthrough` attribute on `BaseResponse` or
use ``PassthroughResponse`` to enable a response to behave as a pass through.

.. code-block:: python

# Enable passthrough for a single response
response = Response(responses.GET, 'http://example.com', body='not used')
response.passthrough = True
responses.add(response)

# Use PassthroughResponse
response = PassthroughResponse(responses.GET, 'http://example.com')
responses.add(response)

Viewing/Modifying registered responses
--------------------------------------

Registered responses are available as a public method of the RequestMock
instance. It is sometimes useful for debugging purposes to view the stack of
registered responses which can be accessed via ``responses.registered()``.

The ``replace`` function allows a previously registered ``response`` to be
changed. The method signature is identical to ``add``. ``response`` s are
identified using ``method`` and ``url``. Only the first matched ``response`` is
replaced.

.. code-block:: python

import responses
import requests

@responses.activate
def test_replace():

responses.add(responses.GET, 'http://example.org', json={'data': 1})
responses.replace(responses.GET, 'http://example.org', json={'data': 2})

resp = requests.get('http://example.org')

assert resp.json() == {'data': 2}


The ``upsert`` function allows a previously registered ``response`` to be
changed like ``replace``. If the response is registered, the ``upsert`` function
will registered it like ``add``.

``remove`` takes a ``method`` and ``url`` argument and will remove **all**
matched responses from the registered list.

Finally, ``reset`` will reset all registered responses.

Contributing
------------

Responses uses several linting and autoformatting utilities, so it's important that when
submitting patches you use the appropriate toolchain:

Clone the repository:

.. code-block:: shell

git clone https://github.com/getsentry/responses.git

Create an environment (e.g. with ``virtualenv``):

.. code-block:: shell

virtualenv .env && source .env/bin/activate

Configure development requirements:

.. code-block:: shell

make develop

Responses uses `Pytest `_ for
testing. You can run all tests by:

.. code-block:: shell

pytest

And run a single test by:

.. code-block:: shell

pytest -k ''

To verify ``type`` compliance, run `mypy `_ linter:

.. code-block:: shell

mypy --config-file=./mypy.ini -p responses

To check code style and reformat it run:

.. code-block:: shell

pre-commit run --all-files

Note: on some OS, you have to use ``pre_commit``