Swagger/OpenAPI First framework for Python on top of Flask with automatic endpoint validation & OAuth2 support
Python Shell
Pull request Compare This branch is 1 commit ahead, 68 commits behind zalando:master.
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Failed to load latest commit information.



Join the chat at https://gitter.im/zalando/connexion Travis CI build status Coveralls status Latest Version Development Status Python Versions License

Connexion is a framework on top of Flask that automagically handles HTTP requests based on OpenAPI 2.0 Specification (formerly known as Swagger Spec) of your API described in YAML format. Connexion allows you to write a Swagger specification, then maps the endpoints to your Python functions; this makes it unique, as many tools generate the specification based on your Python code. You can describe your REST API in as much detail as you want; then Connexion guarantees that it will work as you specified.

We built Connexion this way in order to:

  • simplify the development process
  • confirm expectations about what your API will look like

Connexion Features:

  • Validates requests and endpoint parameters automatically, based on your specification
  • Provides a Web Swagger Console UI so that the users of your API can have live documentation and even call your API's endpoints through it
  • Handles OAuth 2 token-based authentication
  • Supports API versioning
  • Supports automatic serialization of payloads. If your specification defines that an endpoint returns JSON, Connexion will automatically serialize the return value for you and set the right content type in the HTTP header.

Why Connexion

With Connexion, you write the spec first. Connexion then calls your Python code, handling the mapping from the specification to the code. This incentivizes you to write the specification so that all of your developers can understand what your API does, even before you write a single line of code.

If multiple teams depend on your APIs, you can use Connexion to easily send them the documentation of your API. This guarantees that your API will follow the specification that you wrote. This is a different process from that offered by frameworks such as Hug, which generates a specification after you've written the code. Some disadvantages of generating specifications based on code is that they often end up lacking details or mix your documentation with the code logic of your application.

Other Sources/Mentions

How to Use


Python 2.7 or Python 3.4+

Installing It

In your command line, type:

$ pip install connexion

Running It

Place your API YAML inside a folder in the root path of your application (e.g swagger/). Then run:

import connexion

app = connexion.App(__name__, specification_dir='swagger/')

See the Connexion Pet Store Example Application for a sample specification.

Now you're able to run and use Connexion!

OAuth 2 Authentication and Authorization

Connexion supports one of the three OAuth 2 handling methods. (See "TODO" below.) With Connexion, the API security definition must include a 'x-tokenInfoUrl' (or set TOKENINFO_URL env var) with the URL to validate and get the token information. Connexion expects to receive the OAuth token in the Authorization header field, in the format described in RFC 6750 section 2.1. This aspect represents a significant difference from the usual OAuth flow.

Dynamic Rendering of Your Specification

Connexion uses Jinja2 to allow specification parameterization through the arguments parameter. You can define specification arguments for the application either globally (via the connexion.App constructor) or for each specific API (via the connexion.App#add_api method):

app = connexion.App(__name__, specification_dir='swagger/',
                    arguments={'global': 'global_value'})
app.add_api('my_api.yaml', arguments={'api_local': 'local_value'})

When a value is provided both globally and on the API, the API value will take precedence.

Endpoint Routing to Your Python Views

Connexion uses the operationId from each Operation Object to identify which Python function should handle each URL.

Explicit Routing:

      operationId: myapp.api.hello_world

If you provide this path in your specification POST requests to http://MYHOST/hello_world, it will be handled by the function hello_world in the myapp.api module. Optionally, you can include x-swagger-router-controller in your operation definition, making operationId relative:

      x-swagger-router-controller: myapp.api
      operationId: hello_world

Automatic Routing

To customize this behavior, Connexion can use alternative Resolvers--for example, RestyResolver. The RestyResolver will compose an operationId based on the path and HTTP method of the endpoints in your specification:

from connexion.resolver import RestyResolver

app = connexion.App(__name__)
app.add_api('swagger.yaml', resolver=RestyResolver('api'))
       # Implied operationId: api.get
       # Implied operationId: api.foo.search
       # Implied operationId: api.foo.post

       # Implied operationId: api.foo.get
       # Implied operationId: api.foo.put
       # Implied operationId: api.foo.copy
       # Implied operationId: api.foo.delete

RestyResolver will give precedence to any operationId encountered in the specification. It will also respect x-router-controller. You can import and extend connexion.resolver.Resolver to implement your own operationId (and function) resolution algorithm.

Automatic Parameter Handling

Connexion automatically maps the parameters defined in your endpoint specification to arguments of your Python views as named parameters, and, whenever possible, with value casting. Simply define the endpoint's parameters with the same names as your views arguments.

As an example, say you have an endpoint specified as:

      operationId: api.foo_get
        - name: message
          description: Some message.
          in: query
          type: string
          required: true

And the view function:

# api.py file

def foo_get(message):
    # do something
    return 'You send the message: {}'.format(message), 200

In this example, Connexion automatically recognizes that your view function expects an argument named message and assigns the value of the endpoint parameter message to your view function.


When you define a parameter at your endpoint as not required, and your Python view has a non-named argument, you will get a "missing positional argument" exception whenever you call this endpoint WITHOUT the parameter.

Type casting

Whenever possible, Connexion will try to parse your argument values and do type casting to related Python native values. The current available type castings are:

Swagger Type Python Type
integer int
string str
number float
boolean bool
array list
object dict

If you use the array type In the Swagger definition, you can define the collectionFormat so that it won't be recognized. Connexion currently supports collection formats "pipes" and "csv". The default format is "csv".

Parameter validation

Connexion can apply strict parameter validation for query and form data parameters. When this is enabled, requests that include parameters not defined in the swagger spec return a 400 error. You can enable it when adding the API to your application:

app.add_api('my_apy.yaml', strict_validation=True)

API Versioning and basePath

You can also define a basePath on the top level of the API specification. This is useful for versioned APIs. To serve the previous endpoint from http://MYHOST/1.0/hello_world, type:

basePath: /1.0

      operationId: myapp.api.hello_world

If you don't want to include the base path in your specification, you can provide it when adding the API to your application:

app.add_api('my_api.yaml', base_path='/1.0')

Swagger JSON

Connexion makes the OpenAPI/Swagger specification in JSON format available from swagger.json in the base path of the API.

You can disable the Swagger JSON at the application level:

app = connexion.App(__name__, specification_dir='swagger/',

You can also disable it at the API level:

app = connexion.App(__name__, specification_dir='swagger/')
app.add_api('my_api.yaml', swagger_json=False)

HTTPS Support

When specifying HTTPS as the scheme in the API YAML file, all the URIs in the served Swagger UI are HTTPS endpoints. The problem: The default server that runs is a "normal" HTTP server. This means that the Swagger UI cannot be used to play with the API. What is the correct way to start a HTTPS server when using Connexion?

One way, described by Flask, looks like this:

from OpenSSL import SSL
context = SSL.Context(SSL.SSLv23_METHOD)

app.run(host='', port='12344',
        debug=False/True, ssl_context=context)

However, Connexion doesn't provide an ssl_context parameter. This is because Flask doesn't, either--but it uses **kwargs to send the parameters to the underlying [werkzeug](http://werkzeug.pocoo.org/) server.

The Swagger UI Console

The Swagger UI for an API is available, by default, in {base_path}/ui/ where base_path is the base path of the API.

You can disable the Swagger UI at the application level:

app = connexion.App(__name__, specification_dir='swagger/',

You can also disable it at the API level:

app = connexion.App(__name__, specification_dir='swagger/')
app.add_api('my_api.yaml', swagger_ui=False)

Server Backend

Connexion uses the default Flask server. For asynchronous applications, you can also use Tornado as the HTTP server. To do this, set your server to tornado:

import connexion

app = connexion.App(__name__, specification_dir='swagger/')
app.run(server='tornado', port=8080)

You can use the Flask WSGI app with any WSGI container, e.g. using Flask with uWSGI (this is common):

app = connexion.App(__name__, specification_dir='swagger/')
application = app.app # expose global WSGI application object

Set up and run the installation code:

$ sudo pip3 install uwsgi
$ uwsgi --http :8080 -w app -p 16  # use 16 worker processes

See the uWSGI documentation for more information.


Additional information is available at Connexion's Documentation Page.

Contributing to Connexion/TODOs

We welcome your ideas, issues, and pull requests. Just follow the usual/standard GitHub practices.


If you'd like to become a more consistent contributor to Connexion, we'd love your help working on these:

  • Additional ways to handle OAuth 2 authentications
  • Overriding default validation error message
  • Documentation (Response handling, Passing arguments to functions, etc)

Check our issues waffle board for more info.


We'd like to thank all of Connexion's contributors for working on this project, and to Swagger/OpenAPI for their support.


Copyright 2015 Zalando SE

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0.

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.