Package: pymacaron-core
PyMacaron CoreA python framework that takes the Swagger/OpenAPI representation of a json REST
api and spawns a Flask server implementing it, as well as a client library to
call that api.'pymacaron-core' is an underlying layer for thepymacaronframework. If your intent is to code REST
apis based on Flask and Swagger,pymacaronoffers a lot
of extra goodies compared to 'pymacaron-core'.Purpose: micro-services made easyA typical Python micro-service will expose a REST api where each api endpoint
is implemented by a Python method. This method will in turn call other
micro-services and process their reply.PyMacaron Core aims at greatly simplifying the scaffholding needed to code and
run a micro-service in Python:Write a set of Swagger specifications describing each api, and defining
the data formats received and returned by each endpoint. Each
specification should have extra markup binding api endpoints to method
names used to call, respectively implement, the endpoint.Implement Python methods for each of the micro-service's endpoints, as
described in the service's swagger specification.PyMacaron Core generates client libraries for all apis, allowing to call
api endpoints as normal Python methods. Call results are automatically
unmarshalled from json into Python objects. The methods implementing our
micro-service's api can now easily call other apis.Tell PyMacaron Core which api to serve: it then populates a Flask app with
each api route bound to its corresponding Python method. Incoming json
objects are transparently validated and unmarshalled into Python objects,
passed to the method, and the method's result marshalled back into json.PyMacaron Core relies on bravado-core for marshaling/unmarshaling and format
validation.DisclaimerPyMacaron Core is actively used in production, but undergoes major refactorings
on a regular basis. Its API is subject to change. It has been tested on python
2.7, 3.4 and 3.5.Asynchronous support based on grequests was dropped after version 0.0.92UsageFirst, load the Swagger specifications of all the services your server will use:from pymacaron_core.swagger import ApiPool

    ApiPool.add('public', yaml_path='public.yaml')
    ApiPool.add('login', yaml_path='login.yaml')
    ApiPool.add('user', yaml_path='user.yaml', timeout=20)Generating ServerIn the Swagger spec describing the server side, each endpoint that you want to
have auto-generated into the Flask app should have the 'x-bind-server'
attribute set to the path of a python method that will take as argument an
object modelled on the endpoint's argument, and return an object matching that
of the endpoint's reponses (See bravado-core for details):Let's implement a login endpoint as an example:/login:
      post:
        summary: Login a user.
        produces:
          - application/json
        x-bind-server: myserver.handlers.do_login
        parameters:
          - in: body
            name: body
            description: User login credentials.
            required: true
            schema:
              $ref: "#/definitions/Credentials"
        responses:
          200:
            description: API version
            schema:
              $ref: '#/definitions/Welcome'
          default:
            description: Error
            schema:
              $ref: '#/definitions/Error'Populate a Flask app with server endpoints for the 'login' api:from flask import Flask
    from pymacaron_core.swagger import ApiPool

    app = Flask(__name__)
    ApiPool.add('login', yaml_path='login.yaml')
    ApiPool.login.spawn_api(app)To implement the 'do_login' endpoint, the file 'myserver/handlers' should
contain:from flask import jsonify
    from pymacaron_core.swagger.apipool import ApiPool
    from pymacaron_core.exceptions import PyMacaronCoreException

    def do_login(credentials):
        if authenticate_user(credentials):
            # Get the class representing bravado-core Welcome objects
            Welcome = ApiPool.login.model.Welcome
            # Instantiate Welcome and return it
            return Welcome(message="Welcome!")
        else:
            # Rise an error in the API's error format, directly as
            # a Flask response object
            r = jsonify({'error': 'INVALID_CREDENTIALS'})
            r.status_code = 401
            return rDecorating server methods:You can tell PyMacaron Core to apply a decorator to all server methods, which
comes in handy for gathering analytics or crash data. To do that in the example
above, modify the server code to be like:from flask import Flask
    from pymacaron_core.swagger import ApiPool

    app = Flask(__name__)
    ApiPool.add('login', yaml_path='login.yaml')

    # Optionaly: wrap all server endpoints with a decorator
    def analytics_wrapper(f):
        ...

    ApiPool.login.spawn_api(app, decorator=analytics_wrapper)Generating ClientIn the Swagger spec describing the server you want to call, each endpoint that
you want to have auto-generated into the client library should have the
'x-bind-client' attribute set to the path of a python method that will take as
argument an object modelled on the endpoint's argument, and return an object
matching that of the endpoint's reponses (See bravado-core for details):/version:
      get:
        summary: Return the API''s version.
        produces:
          - application/json
        x-bind-client: version
        responses:
          200:
            description: API version
            schema:
              $ref: '#/definitions/Version'Calling that server now looks like (assuming the server api is called 'public'):from pymacaron_core.swagger import ApiPool

    # Call the /version endpoint on the host:port specified in the Swagger
    # spec, and return a Version object:
    version = ApiPool.public.client.version()The client method passes path and query parameters as kwarg arguments. The POST request body is passed
as an instance of an ApiPool model. For example, to pass a request body:# To call
   # 'POST v1/item' with the body {name: 'foo', surname: 'bar'}
   # where the endpoint was defined with:
   # /v1/user:
   #   post:
   #     parameters:
   #       - in: body
   #         name: body
   #         schema:
   #           $ref: "#/definitions/NameSurname"
   #   x-bind-client: create_user

   res = ApiPool.example.client.create_user(
       ApiPool.example.model.NameSurname(
           name='foo',
           surname='bar'
       )
   )For example, to pass query and path arguments:# Assuming the endpoint:
   # /v1/user/<id>:
   #   get:
   #     parameters:
   #       - in: path
   #         name: id
   #         type: string
   #       - in: query
   #         name: uppercase
   #         type: boolean
   #   x-bind-client: get_user

   user = ApiPool.example.client.get_user(
       id='user_9327234',
       uppercase=True
   )All client methods support the following extra kwarg parameters:max_attempts: how many times the client should try calling the server
endpoint upon failure. Defaults to 3, with an increasing delay of .5 seconds,
1.5, then 2.5, etc.read_timeout: the read timeout in seconds, passed to the requests module.connect_timeout: the connect timeout in seconds, passed to the requests module.request_headers: a dictionary of extra headers to add to the HTTP request
(The request already contains 'Content-Type'='application/json' by default).As in:results = ApiPool.search.client.search(
        query=query_words,
        page=0,
        country=country,
        request_headers={
            'Authorization': 'Bearer %s' % token,
        },
        max_attempts=2
    )AuthenticationTODO: describe the 'x-decorate-request' and 'x-decorate-server' attributes of
the swagger spec + give example of using them to add-on authentication support.Handling ErrorsPyMacaron Core may raise exceptions, for example if the server stub gets an
invalid request according to the swagger specification.However PyMacaron Core does not know how to format internal errors into an
object model fitting that of the loaded swagger specification. Instead, you
should provide the apipool with a callback to format exceptions into whatever
object you wish your api to return. Something like:from pymacaron_core.swagger import ApiPool

    def my_error_formatter(e):
        """Take an exception and return a proper swagger Error object"""
        return ApiPool.public.model.Error(
            type=type(e).__name__,
            raw=str(e),
        )

    ApiPool.add('public', yaml_path='public.yaml', error_callback=my_error_formatter)Internal errors raised by PyMacaron Core are instances of pymacaron_core.exceptions.PyMacaronCoreExceptionModel persistenceYou can plug-in object persistence into chosen models by way of the swagger
file.Specify the 'x-persist' attributes in the swagger definition of models to make
persistent, with as a value the package path to a custom class, like this:definitions:
      Foo:
        type: object
        description: a foo
        x-persist: pym.test.PersistentFoo
        properties:
          foo:
            type: string
            format: foo
            description: barThe persistence class must implement the static methods 'load_from_db' and
'save_to_db', like in:class PersistentFoo():

        @staticmethod
        def load_from_db(*args, **kwargs):
            # Load object(s) from storage. Return a tupple
            pass

        @staticmethod
        def save_to_db(object, *args, **kwargs):
            # Put object into storage
            passPyMacaron Core will inject the methods 'save_to_db' and 'load_from_db' into the
corresponding model class and instances, so you can write:# Retrieve instance Foo with id 12345 from storage
    f = api.model.Foo.load_from_db(id='12345')

    # Put this instance of Foo into storage
    f.save_to_db()The details of how to store the objects, as well as which arguments to pass the
methods and what they return, is all up to you.Call ID and Call PathIf you have multiple micro-services passing objects among them, it is
convenient to mark all responses initiated by a given call to your public
facing API by a common unique call ID.PyMacaron does this automagically for you, by way of generating and passing
around a custom HTTP header named 'PymCallerID'.In the same spirit, every subsequent call initiated by a call to the public
facing API registers a path via the 'PymCallerPath' header, hence telling each
server the list of servers that have been called between the public facing API
and the current server.Those are highly usefull when mapping the tree of internal API calls initiated
by a given public API call, for analytic purposes.To access the call ID and call path:try:
        from flask import _app_ctx_stack as stack
    except ImportError:
        from flask import _request_ctx_stack as stack

    if hasattr(stack.top, 'call_id'):
        call_id = stack.top.call_id
        # call_id is a uuid.uuid4 string

    if hasattr(stack.top, 'call_path'):
        call_path = stack.top.call_pat
        # call_path is a '.'-separated list of api names
        # For example 'public.user.login' indicates we are in server 'login',
        # by way of servers 'user' then 'public'.Installpip install pymacaron-coreAuthorErwan Lemonniergithub.com/pymacarongithub.com/erwan-lemonnierwww.linkedin.com/in/erwan-lemonnier/