Específico

Específico is a hard fork of Connexion, the framework that automagically handles HTTP requests based on OpenAPI Specification (formerly known as Swagger Spec) of your API described in YAML format. Específico allows you to write an OpenAPI 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 Específico guarantees that it will work as you specified.

Específico tries to:

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

Específico features

Validates requests and endpoint parameters automatically, based on your specification.
Provides a Swagger UI so that the users of your API can have live documentation and even call your API's endpoints through it
Handles OAuth2 and API Key token-based authentication
Supports API versioning
Supports automatic serialization of payloads. If your specification defines that an endpoint returns JSON, Específico will automatically serialize the return value for you and set the right content type in the HTTP header.

Why Específico

With Específico, you write the spec first. Específico then calls your Python code, handling the mapping from the specification to the code. This encourages 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 Específico 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.

Compared to the original project Específico, Específico keeps aiohttp support and includes many opinionated patches from the fork's maintainer.

How to Use

Prerequisites

Python 3.8+

Installing It

In your command line, type:

pip install especifico

Running It

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

import especifico

app = especifico.App(__name__, specification_dir='swagger/')
app.add_api('my_api.yaml')
app.run(port=8080)

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

Now you're able to run and use Específico!

Details

OAuth 2 Authentication and Authorization

Específico supports one of the three OAuth 2 handling methods. (See "TODO" below.) With Específico, the API security definition must include a 'x-tokenInfoUrl' or 'x-tokenInfoFunc (or set TOKENINFO_URL or TOKENINFO_FUNC env var respectively). 'x-tokenInfoUrl' must contain an URL to validate and get the token information and 'x-tokenInfoFunc must contain a reference to a function used to obtain the token info. When both 'x-tokenInfoUrl' and 'x-tokenInfoFunc' are used, Específico will prioritize the function method. Específico 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

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

app = especifico.App(__name__, specification_dir='swagger/',
                    arguments={'global': 'global_value'})
app.add_api('my_api.yaml', arguments={'api_local': 'local_value'})
app.run(port=8080)

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

Endpoint Routing to Your Python Views

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

Explicit Routing:

paths:
  /hello_world:
    post:
      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 (or x-openapi-router-controller) in your operation definition, making operationId relative:

paths:
  /hello_world:
    post:
      x-swagger-router-controller: myapp.api
      operationId: hello_world

Keep in mind that Específico follows how HTTP methods work in Flask_ and therefore HEAD requests will be handled by the operationId specified under GET in the specification. If both methods are supported, especifico.request.method can be used to determine which request was made.

Automatic Routing

To customize this behavior, Específico 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 especifico.resolver import RestyResolver

app = especifico.App(__name__)
app.add_api('swagger.yaml', resolver=RestyResolver('api'))

paths:
 /:
   get:
      # Implied operationId: api.get
 /foo:
   get:
      # Implied operationId: api.foo.search
   post:
      # Implied operationId: api.foo.post

 '/foo/{id}':
   get:
      # Implied operationId: api.foo.get
   put:
      # Implied operationId: api.foo.put
   copy:
      # Implied operationId: api.foo.copy
   delete:
      # 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 especifico.resolver.Resolver to implement your own operationId (and function) resolution algorithm.

Automatic Parameter Handling

Específico 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:

paths:
  /foo:
    get:
      operationId: api.foo_get
      parameters:
        - 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, Específico automatically recognizes that your view function expects an argument named message and assigns the value of the endpoint parameter message to your view function.

In the OpenAPI 3.x.x spec, the requestBody does not have a name. By default it will be passed in as 'body'. You can optionally provide the x-body-name parameter in your requestBody (or legacy position within the requestBody schema) to override the name of the parameter that will be passed to your handler function.

/path
  post:
    requestBody:
      x-body-name: body
      content:
        application/json:
          schema:
            # legacy location here should be ignored because the preferred location for x-body-name is at the requestBody level above
            x-body-name: this_should_be_ignored
            $ref: '#/components/schemas/someComponent'

When you define a parameter at your endpoint as not required, and this argument does not have default value in your Python view, you will get a "missing positional argument" exception whenever you call this endpoint WITHOUT the parameter. Provide a default value for a named argument or use **kwargs dict.

Type casting

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

OpenAPI Type	Python Type
integer	int
string	str
number	float
boolean	bool
array	list
null	None
object	dict

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

Específico is opinionated about how the URI is parsed for array types. The default behavior for query parameters that have been defined multiple times is to use the right-most value. For example, if you provide a URI with the the query string ?letters=a,b,c&letters=d,e,f, especifico will set letters = ['d', 'e', 'f'].

You can override this behavior by specifying the URI parser in the app or api options.

from especifico.decorators.uri_parsing import AlwaysMultiURIParser
options = {'uri_parser_class': AlwaysMultiURIParser}
app = especifico.App(__name__, specification_dir='swagger/', options=options)

You can implement your own URI parsing behavior by inheriting from especifico.decorators.uri_parsing.AbstractURIParser.

There are a handful of URI parsers included with connection.

Parser	Description
OpenAPIURIParser default: OpenAPI 3.0	This parser adheres to the OpenAPI 3.x.x spec, and uses the `style` parameter. Query parameters are parsed from left to right, so if a query parameter is defined twice, then the right-most definition will take precedence. For example, if you provided a URI with the query string `?letters=a,b,c&letters=d,e,f`, and `style: simple`, then especifico will set `letters = ['d', 'e', 'f']`. For additional information see OpenAPI 3.0 Style Values`.
Swagger2URIParser default: OpenAPI 2.0	This parser adheres to the Swagger 2.0 spec, and will only join together multiple instance of the same query parameter if the `collectionFormat` is set to `multi`. Query parameters are parsed from left to right, so if a query parameter is defined twice, then the right-most definition wins. For example, if you provided a URI with the query string `?letters=a,b,c&letters=d,e,f`, and `collectionFormat: csv`, then especifico will set `letters = ['d', 'e', 'f']`.
FirstValueURIParser	This parser behaves like the Swagger2URIParser, except that it prefers the first defined value. For example, if you provided a URI with the query string `?letters=a,b,c&letters=d,e,f` and `collectionFormat: csv` then especifico will set `letters = ['a', 'b', 'c']`.
AlwaysMultiURIParser	This parser is backwards compatible with Específico 1.x. It joins together multiple instances of the same query parameter.

Parameter validation

Específico 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

Setting a base path is useful for versioned APIs. An example of a base path would be the 1.0 in http://MYHOST/1.0/hello_world.

If you are using OpenAPI 3.x.x, you set your base URL path in the servers block of the specification. You can either specify a full URL, or just a relative path.

servers:
  - url: https://MYHOST/1.0
    description: full url example
  - url: /1.0
    description: relative path example

paths:
  ...

If you are using OpenAPI 2.0, you can define a basePath on the top level of your OpenAPI 2.0 specification.

basePath: /1.0

paths:
  ...

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

Específico makes the OpenAPI/Swagger specification in JSON format available from either swagger.json (for OpenAPI 2.0) or openapi.json (for OpenAPI 3.x.x) at the base path of the API. For example, if your base path was 1.0, then your spec would be available at /1.0/openapi.json.

You can disable serving the spec JSON at the application level:

options = {"serve_spec": False}
app = especifico.App(__name__, specification_dir='openapi/',
                    options=options)
app.add_api('my_api.yaml')

You can also disable it at the API level:

options = {"serve_spec": False}
app = especifico.App(__name__, specification_dir='openapi/')
app.add_api('my_api.yaml', options=options)

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 Específico?

One way, described by Flask, looks like this:

from OpenSSL import SSL
context = SSL.Context(SSL.SSLv23_METHOD)
context.use_privatekey_file('yourserver.key')
context.use_certificate_file('yourserver.crt')

app.run(host='127.0.0.1', port='12344',
       debug=False/True, ssl_context=context)

However, Específico 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 server.

The Swagger UI Console

The Swagger UI for an API is available through pip extras. You can install it with pip install especifico[swagger-ui]. It will be served up at {base_path}/ui/ where base_path is the base path of the API.

You can disable the Swagger UI at the application level:

app = especifico.App(__name__, specification_dir='openapi/',
                    options={"swagger_ui": False})
app.add_api('my_api.yaml')

You can also disable it at the API level:

app = especifico.App(__name__, specification_dir='openapi/')
app.add_api('my_api.yaml', options={"swagger_ui": False})

If necessary, you can explicitly specify the path to the directory with swagger-ui to not use the especifico[swagger-ui] distro. In order to do this, you should specify the following option:

options = {'swagger_path': '/path/to/swagger_ui/'}
app = especifico.App(__name__, specification_dir='openapi/', options=options)

If you wish to provide your own swagger-ui distro, note that especifico expects a jinja2 file called swagger_ui/index.j2 in order to load the correct swagger.json by default. Your index.j2 file can use the openapi_spec_url jinja variable for this purpose:

const ui = SwaggerUIBundle({ url: "{{ openapi_spec_url }}"})

Additionally, if you wish to use swagger-ui-3.x.x, it is also provided by installing especifico[swagger-ui], and can be enabled like this:

from swagger_ui_bundle import swagger_ui_3_path
options = {'swagger_path': swagger_ui_3_path}
app = especifico.App(__name__, specification_dir='swagger/', options=options)

Server Backend

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

import especifico

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

You can use the aiohttp framework as server backend as well:

import especifico

app = especifico.AioHttpApp(__name__, specification_dir='swagger/')
app.run(port=8080)

Also check aiohttp handler examples.

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.

Documentation

Additional information is available at Específico's Documentation Page.

Changes

A full changelog is maintained on the GitHub releases page.

Contributions

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

You can find out more about how Específico works and where to apply your changes by having a look at our ARCHITECTURE.rst.

Unless you explicitly state otherwise in advance, any non trivial contribution intentionally submitted for inclusion in this project by you to the steward of this repository (Zalando SE, Berlin) shall be under the terms and conditions of Apache License 2.0 written below, without any additional copyright information, terms or conditions.

If you'd like to become a more consistent contributor to Específico, we'd love your help working on these we have a list of issues where we are looking for contributions.

Thanks

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

License

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.

Name		Name	Last commit message	Last commit date
Latest commit History 1,479 Commits
.github		.github
docs		docs
especifico		especifico
examples		examples
scripts		scripts
tests		tests
.codecov.yml		.codecov.yml
.flake8		.flake8
.gitignore		.gitignore
.readthedocs.yaml		.readthedocs.yaml
ARCHITECTURE.rst		ARCHITECTURE.rst
CONTRIBUTING.rst		CONTRIBUTING.rst
LICENSE		LICENSE
MAINTAINERS		MAINTAINERS
MANIFEST.in		MANIFEST.in
README.md		README.md
bandit.yml		bandit.yml
requirements-lint.txt		requirements-lint.txt
requirements-test.txt		requirements-test.txt
requirements.txt		requirements.txt
setup.cfg		setup.cfg
setup.py		setup.py

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Específico

Específico features

Why Específico

How to Use

Prerequisites

Installing It

Running It

Details

OAuth 2 Authentication and Authorization

Dynamic Rendering of Your Specification

Endpoint Routing to Your Python Views

Automatic Routing

Automatic Parameter Handling

Type casting

Parameter validation

API Versioning and basePath

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HTTPS Support

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Específico

Específico features

Why Específico

How to Use

Prerequisites

Installing It

Running It

Details

OAuth 2 Authentication and Authorization

Dynamic Rendering of Your Specification

Endpoint Routing to Your Python Views

Automatic Routing

Automatic Parameter Handling

Type casting

Parameter validation

API Versioning and basePath

Swagger JSON

HTTPS Support

The Swagger UI Console

Server Backend

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