KwikAPI

Quickly build API services to expose functionality in Python.

KwikAPI lets a python developer focus on writing their logic and not worrying about the service like funtionality (There are numerous things to address like serialization protocols, bulk requests, versioning, grouping API calls into logical sets etc).

Installation

$ sudo pip3 install kwikapi

Usage

Quick example

Here is an example of how to use KwikAPI to expose Calc as a service. We will use KwikAPI with the tornado webserver in this example.

To use KwikAPI with tornado install sudo pip3 install kwikapi[tornado]

# `calc.py` - A simple calculator as a kwikapi service

import tornado.ioloop
import tornado.web

from kwikapi.tornado import RequestHandler
from kwikapi import API

# Core logic that you want to expose as a service
class Calc(object):
    def add(self, a: int=10, b: int=20) -> int:
        return a + b

    def subtract(self, a: int, b: int) -> int:
        return a - b

# Standard boilerplate code to define the service. This
# code will remain more or less the same size regardless
# of how big the code/complexity of `BaseCalc` above is.

# Register BaseCalc with KwikAPI
api = API()
api.register(Calc(), 'v1')

# Passing RequestHandler to the KwikAPI
def make_app():
    return tornado.web.Application([
        (r'^/api/.*', RequestHandler, dict(api=api)),
    ])

# Starting the application
if __name__ == "__main__":
    app = make_app()
    app.listen(8888)
    tornado.ioloop.IOLoop.current().start()

Run Command

$ python calc.py run

Making an API request

$ wget http://localhost:8888/api/v1/add?a=10&b=20
$ wget http://localhost:8888/api/v1/subtract?a=10&b=20

For more examples of KwikAPI with Tornado go through this link and with Django go through this link

Mock request

To demonstrate the various features of KwikAPI and also to use the same examples as living documentation and test cases, we use MockRequest so we don't need tornado or django

>>> import json

>>> from kwikapi import API, MockRequest, BaseRequestHandler

>>> class Calc(object):
...    # Type information must be specified
...    def add(self, a: int, b: int) -> int:
...        return a + b

>>> api = API()
>>> api.register(Calc(), "v1") # `v1` is the version of this example

>>> req = MockRequest(url="/api/v1/add?a=10&b=20")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))

>>> res['result']
30
>>> res['success']
True

Features

Versioning support
Type annotations
Namespace
Customizing request and response
Streaming
Protocol handling
API Doc
Bulk request handling
KwikAPI Client
Authentication
Custom error codes and messages

Versioning support

Versioning support will be used if user wants different versions of functionality with slightly changed behaviour.

Specifying the version is mandatory for every class.

We can register the same class with different versions (for testing here)

>>> import json

>>> from kwikapi import API, MockRequest, BaseRequestHandler

>>> class Calc(object):
...    def add(self, a: int, b: int) -> int:
...        return a + b

>>> api = API()
>>> api.register(Calc(), "v1")
>>> api.register(Calc(), "v2")

>>> req = MockRequest(url="/api/v1/add?a=10&b=20")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))
>>> res['result']
30
>>> res['success']
True

>>> req = MockRequest(url="/api/v2/add?a=10&b=20")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))
>>> res['result']
30
>>> res['success']
True

We can register different classes with different versions

>>> import json

>>> from kwikapi import API, MockRequest, BaseRequestHandler

>>> class Calc(object):
...    def add(self, a: int, b: int) -> int:
...        return a + b

>>> class ConcStr(object):
...    def add(self, a: str, b: str) -> str:
...        return a+b

>>> api = API()
>>> api.register(Calc(), "v1")
>>> api.register(ConcStr(), "v2")
 
>>> req = MockRequest(url="/api/v1/add?a=10&b=20")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))
>>> res['result']
30
>>> res['success']
True

>>> req = MockRequest(url="/api/v2/add?a=in&b=dia")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))
>>> res['result']
'india'
>>> res['success']
True

We can specify the default version so that when you don't mention version in the request URL then the default version will be used.

>>> import json

>>> from kwikapi import API, MockRequest, BaseRequestHandler

>>> class Calc(object):
...    # Type information must be specified
...    def add(self, a: int, b: int) -> int:
...        return a + b

>>> api = API(default_version='v1')
>>> api.register(Calc(), "v1")

>>> req = MockRequest(url="/api/add?a=10&b=20")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))

>>> res['result']
30
>>> res['success']
True

Type annotations

Specifying type for parameters and for return value will exactly meet the functionality. This is mandatory in KwikAPI (If the method don't return anything then None should be specified as return type)

>>> class Calc(object):
...    # Type information must be specified
...    def add(self, a: int, b: int) -> int:
...        return a + b
...    def sub(self, a: int, b: int) -> None:
...        c = a - b

KwikAPI supports builtin types and types from typing such as Union, List, Tuple, Dict, Generator, Any and so on.

Here are some examples of how to use type hints.

If a single argument expects two or more types then Union can be used

>>> from typing import Union
>>> class Calc(object):
...    def add(self, a: Union[int, float], b: int) -> Union[int, float]:
...        return a + b

If we want to pass same type of values in list then List type can be used. If the list values are different types then builtin list can be used as type annotation

>>> from typing import List
>>> class Calc(object):
...    def add(self, a: List[str], b: list) -> list:
...        return a + b

If we want to pass same type of keys and same type of values in dictionary then Dict type can be used. If the dictionary keys and values are different types then builtin dict can be used as type annotation

>>> from typing import Dict
>>> class Calc(object):
...    def add(self, a: Dict[str, int], b: dict) -> dict:
...        return a.update(b)

For cheking values inside tuple then we can use Tuple from typing other wise we can use builtin tuple

>>> from typing import Tuple
>>> class Calc(object):
...    def add(self, a: Tuple[str, int, float], b: tuple) -> tuple:
...        return a + b

If the method contains more than one return value then we can mention types in square brackets

>>> from typing import List
>>> class Calc(object):
...    def add(self, a: int, b: int) -> [int, int]:
...        return a, b

If request or response contains stream data then we can use Generator

>>> from typing import Generator
>>> class Calc(object):
...    def add(self, a: Generator) -> int:
...        _sum = 0
...        for i in a:
...            _sum += i

...        return _sum

If we don't need to bother about type annotations then we can simply use Any from typing

>>> from typing import Any
>>> class Calc(object):
...    def add(self, a: Any, b: Any) -> Any:
...        return a, b

Namespace

Register methods with different namespaces

>>> import json

>>> from kwikapi import API, MockRequest, BaseRequestHandler

>>> class Calc(object):
...    def add(self, a: int, b: int) -> int:
...        return a + b

>>> class ConcStr(object):
...    def add(self, a: str, b: str) -> str:
...        return a+b

>>> api = API(default_version="v1")
>>> api.register(Calc(), "v1", "Calc")
>>> api.register(ConcStr(), "v1", "Calc/ConcStr")
 
>>> req = MockRequest(url="/api/v1/Calc/add?a=10&b=20")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))
>>> res['result']
30
>>> res['success']
True

>>> req = MockRequest(url="/api/v1/Calc/ConcStr/add?a=in&b=dia")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))
>>> res['result']
'india'
>>> res['success']
True

Register same methods with same version with different namespaces

>>> import json
 
>>> from kwikapi import API, MockRequest, BaseRequestHandler, Request
 
>>> class Calc(object):
...    def add(self, req: Request, a: int, b: int) -> int:
...        return a + b

>>> class CalcScintific(object):
...    def add(self, req: Request, a: int, b: int) -> int:
...        return a + b + 10

>>> api = API()
>>> api.register(Calc(), "v1")
>>> api.register(CalcScintific(), "v1", "scintific")

>>> req = MockRequest(url="/api/v1/add?a=10&b=20")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))

>>> res['result']
30
>>> res['success']
True

>>> req = MockRequest(url="/api/v1/scintific/add?a=10&b=20")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))

>>> res['result']
40
>>> res['success']
True

We can also register same methods with same namespace with different versions

Customizing request and response

User can change the response attributes if he wants it

>>> import json

>>> from kwikapi import API, MockRequest, BaseRequestHandler, Request

>>> class Calc(object):
...    # Type information must be specified
...    def add(self, req: Request, a: int, b: int) -> int:
...        req.response.headers['something'] = 'something'
...        return a + b

>>> api = API()
>>> api.register(Calc(), "v1")

>>> req = MockRequest(url="/api/v1/add?a=10&b=20")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))

>>> res['result']
30
>>> res['success']
True

Streaming

KwikAPI supports request and response Streaming

class MyAPI(object):
    # Streaming response
    def streaming_response_test(self, num: int) -> Generator:
        for i in range(num):
            yield {i: i}

    # Streaming request
    def streaming_request_test(self, numbers: Generator) -> int:
        _sum = 0
        for i in numbers:
            _sum += i
        return _sum

$ wget "http://localhost:8888/api/v1/streaming_response_test" --post-data '{"a": 10}'

$ wget "http://localhost:8888/api/v1/streaming_request_test" --post-file /tmp/numbers

/tmp/numbers
0
1
2
3
...
...
1000000

Protocol handling

KwikAPI supports JSON, Messagepack and Numpy protocols

KwikAPI also supports custom protocols instead of using existing protocols

# Users can define their own protocols and can register with KwikAPI

>>> import json

>>> from kwikapi import API, MockRequest, BaseRequestHandler, Request, BaseProtocol

>>> class Calc(object):
...    # Type information must be specified
...    def add(self, req: Request, a: int, b: int) -> int:
...        return a + b

>>> class CustomProtocol(BaseProtocol):
...    @staticmethod
...    def get_name():
...        return 'custom'

...    @staticmethod
...    def serialize(data):
...        return json.dumps(data)

...    @staticmethod
...    def deserialize(data):
...        return json.loads(data)

...    @classmethod
...    def deserialize_stream(cls, data):
...        for line in data:
...            yield cls.deserialize(line.decode('utf8'))

...    @staticmethod
...    def get_record_separator():
...        return '\n'

...    @staticmethod
...    def get_mime_type():
...        return 'application/json'

>>> api = API()
>>> api.register(Calc(), "v1")
 
>>> base = BaseRequestHandler(api)
>>> base.register_protocol(CustomProtocol())

>>> req = MockRequest(url="/api/v1/add?a=10&b=20")
>>> res = json.loads(base.handle_request(req).decode('utf-8'))

>>> res['result']
30
>>> res['success']
True

By default KwikAPI uses JSON protocol. User can change the default protocol.

>>> import msgpack
>>> from kwikapi import API, MockRequest, BaseRequestHandler

>>> class Calc(object):
...    # Type information must be specified
...    def add(self, a: int, b: int) -> int:
...        return a + b

>>> api = API()
>>> api.register(Calc(), "v1") # `v1` is the version of this example
>>> base = BaseRequestHandler(api, default_protocol='messagepack')

>>> req = MockRequest(url="/api/v1/add?a=10&b=20")
>>> res = msgpack.unpackb(base.handle_request(req))

>>> res[b'result']
30
>>> res[b'success']
True

KwikAPI also supports defining specific protocol for specific request

If user wants to use specific protocol with specific request then he should specify the protocol in headers ex:

$ wget "http://localhost:8888/api/v1/add" --header="X-KwikAPI-Protocol: messagepack" --post-file /tmp/data.msgpack
$ wget "http://localhost:8888/api/v1/subtract" --header="X-KwikAPI-Protocol: json" --post-data '{"a": 10, "b": 20}'
$ wget "http://localhost:8888/api/v1/add" --header="X-KwikAPI-Protocol: numpy" --post-file /tmp/data.numpy
$ wget "http://localhost:8888/api/v1/add?a=10&b=20" --header="X-KwikAPI-Protocol: raw"

We can also change outgoing/response protocol

ex:

class Calc(object):
    def add(self, req: Request, a: int, b: int) -> int:
        req.response.headers['X-KwikAPI-Protocol'] = 'numpy'
        return a + b

API Doc

Using the API Doc we can look at what are the all API methods available

To see available API methods the URL will be http://localhost:8888/api/v1/apidoc for default version

To check API methods under specific version we can provide URL as http://localhost:8888/api/v1/apidoc?version=<-version->

To check API methods under specific version and namespace we can provide URL as http://localhost:8888/api/v1/apidoc?version=<-version->&namespace=<-namespace->

>>> import json
>>> from pprint import pprint

>>> from kwikapi import API, MockRequest, BaseRequestHandler

>>> class Calc(object):
...    def add(self, a: int, b: int) -> int:
...        return a + b

>>> api = API()
>>> api.register(Calc(), "v1", "calc")

>>> req = MockRequest(url="/api/v1/apidoc")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))

>>> pprint(res['result'])
{'namespace': {"('v1', 'calc')": {'add': {'doc': None,
                                          'gives_stream': False,
                                          'params': {'a': {'default': None,
                                                           'required': True,
                                                           'type': 'int'},
                                                     'b': {'default': None,
                                                           'required': True,
                                                           'type': 'int'}},
                                          'return_type': 'int'}}},
 'version': {'v1': {'add': {'doc': None,
                            'gives_stream': False,
                            'params': {'a': {'default': None,
                                             'required': True,
                                             'type': 'int'},
                                       'b': {'default': None,
                                             'required': True,
                                             'type': 'int'}},
                            'return_type': 'int'}}}}
>>> res['success']
True

>>> req = MockRequest(url="/api/v1/apidoc?version=v1&namespace=calc")
>>> res = json.loads(BaseRequestHandler(api).handle_request(req).decode('utf-8'))
>>> pprint(res['result'])
{'add': {'doc': None,
         'gives_stream': False,
         'params': {'a': {'default': None, 'required': True, 'type': 'int'},
                    'b': {'default': None, 'required': True, 'type': 'int'}},
         'return_type': 'int'}}
>>> res['success']
True

Bulk request handling

It will be very convenient if the user has facility to make bulk requests. When making a large number of requests, the overhead of network latency and HTTP request/response processing can slow down the operation. It is convenient and necessary to have a mechanism to sent a set of requests in bulk.

KwikAPI Client

KwikAPI provides client tool which will help in making calls to server. The KwikAPI Client will take care of the serialization and the deserialization of the data.

Usage:

from kwikapi import Client

c = Client('http://localhost:8818/api/', version='v1')

# `add` is the api method
print(c.add(a=10, b=10))

# Namespace will be used with Client object

print(c.namespace.add(a=10, b=10))

# Parameters can be changed that are passed to the Client object

print(c(version='v2', protocol='messagepack').namespace.add(a=10, b=10))

Streaming response is handled by passing the parameter stream as True.

c = Client('http://localhost:8818/api/', version='v1')
res = c(stream=True).add(a=10, b=10)

# You will get generator object on stream True
for r in res:
    print(r)

Authentication

KwikAPI supports Basic and Bearer authentication.

Basic authentication:

Setting up authentication at server side

import tornado.ioloop
import tornado.web

from kwikapi.tornado import RequestHandler
from kwikapi import API, Request, BasicServerAuthenticator

class Calc(object):
    def add(self, req: Request, a: int, b: int) -> int:
        if not req.auth.is_authenticated:
            raise Exception("No auth") # Or your logic
        return a + b

user_store = dict(johndoe=dict(password='password'))
auth = BasicServerAuthenticator(user_store=user_store)
api = API(auth=auth)
api.register(Calc(), 'v1')

def make_app():
    return tornado.web.Application([
        (r'^/api/.*', RequestHandler, dict(api=api)),
    ])
if __name__ == "__main__":
    app = make_app()
    app.listen(8818)
    tornado.ioloop.IOLoop.current().start()

Using authentication at client side.

from kwikapi import Client, BasicClientAuthenticator

auth = BasicClientAuthenticator(username='johndoe', password='password')

c = Client('http://localhost:8818/api/', version='v1', auth=auth, protocol='json')
print(c.add(a=10, b=10))

Bearer Authentication

Setting up authentication at server side

import tornado.ioloop
import tornado.web

from kwikapi.tornado import RequestHandler
from kwikapi import API, BearerServerAuthenticator, Request

class Calc(object):
    def add(self, req: Request, a: int, b: int) -> int:
        if not req.auth.is_authenticated:
            raise Exception("No auth")
        return a + b

tokstore = dict(
    key1 = dict(user='blah'),
    key2 = dict(user='blah1'),
)
auth = BearerServerAuthenticator(token_store=tokstore)

api = API(auth=auth)
api.register(Calc(), 'v1')

def make_app():
    return tornado.web.Application([
        (r'^/api/.*', RequestHandler, dict(api=api)),
    ])
if __name__ == "__main__":
    app = make_app()
    app.listen(8818)
    tornado.ioloop.IOLoop.current().start()

Using authentication at client side.

from kwikapi import Client, BearerClientAuthenticator

auth = BearerClientAuthenticator('key2')

c = Client('http://localhost:8818/api/', version='v1', auth=auth, protocol='json')
print(c.add(a=10, b=10))

If you don't want to use KwikAPI client then you have to pass the authentication deatails through headers.

Example for passing authentication details in Base Authentication.

key = b'%s:%s' % (username, password)
key = base64.b64encode(key)
auth = b'Basic %s' % key
headers['Authorization'] = auth

Example for passing authentication details in Bearer Authentication.

auth = b'Bearer %s' % b'key'
headers['Authorization'] = auth

Custom error codes and messages

KwikAPI supports error codes and messages.

A global map of error messages and error codes are maintained across the KwikAPI. Every error code specifies a unique error message that is possible.

KwikAPI's default error code:

Error	Code
Unknown / Internal Exception	50000
Duplicate API function	50001
Unknown API function	50002
Protocol already exists	50003
Unknown protocol	50004
Unknown version	50005
Unsupported type	50006
Type not specified	50007
Unknown version or namespace	50008
Streaming not supported	50009
Keyword argument error	50010
Authentication error	50011
Non-keyword arguments error	50012

Exceptions raised by API's return default error if not handled which is 50000 by default.

Examples

Response with an error code and message:

URL:https://www.example.com/addd?a=10&b=20
```
 {
   "message": "Unknown API Function: \"addd\"",
   "code": 50002,
   "error": "[(www.example.com) UnknownAPIFunction]",
   "success": false
 }
```
To return custom error messages and code, developer must raise an exception object with attributes message and code in it.

Raising custom error message and error code

import tornado.web
import tornado.ioloop

from kwikapi import API
from kwikapi.tornado import RequestHandler

# custom exception
class CalcError(Exception):
    def __init__(self, message="Input error", code=1101):
        self.message = message
        self.code = code

# Core logic that you want to expose as a service
class Calc(object):
    def divide(self, a: int, b: int) -> int:
        try:
            return a / b
        except:
            raise CalcError(message="b can't be zero")

# Register BaseCalc with KwikAPI
api = API()
api.register(Calc(), 'v1')

# Passing RequestHandler to the KwikAPI
def make_app():
    return tornado.web.Application([
        (r'^/api/.*', RequestHandler, dict(api=api)),
    ])

# Starting the application
if __name__ == "__main__":
    app = make_app()
    app.listen(8888)
    tornado.ioloop.IOLoop.current().start()

Response:

URL:https://www.example.com/divide?a=10&b=0

{
   "success": false,
   "message": "b can't be zero",
   "code": 1101,
   "error": "[(www.example.com) CalcError]"
}

Run test cases

$ python3 -m doctest -v README.md

Name		Name	Last commit message	Last commit date
Latest commit History 150 Commits
kwikapi		kwikapi
.gitignore		.gitignore
.travis.yml		.travis.yml
LICENSE		LICENSE
README.md		README.md
setup.py		setup.py

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Repository files navigation

KwikAPI

Installation

Usage

Quick example

Run Command

Mock request

Features

Versioning support

Type annotations

Namespace

Customizing request and response

Streaming

Protocol handling

KwikAPI also supports custom protocols instead of using existing protocols

By default KwikAPI uses JSON protocol. User can change the default protocol.

KwikAPI also supports defining specific protocol for specific request

We can also change outgoing/response protocol

API Doc

Bulk request handling

KwikAPI Client

Authentication

Custom error codes and messages

Examples

Run test cases

About

Releases 53

Packages

Contributors 13

Languages

License

deep-compute/kwikapi

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Repository files navigation

KwikAPI

Installation

Usage

Quick example

Run Command

Mock request

Features

Versioning support

Type annotations

Namespace

Customizing request and response

Streaming

Protocol handling

KwikAPI also supports custom protocols instead of using existing protocols

By default KwikAPI uses JSON protocol. User can change the default protocol.

KwikAPI also supports defining specific protocol for specific request

We can also change outgoing/response protocol

API Doc

Bulk request handling

KwikAPI Client

Authentication

Custom error codes and messages

Examples

Run test cases

About

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Resources

License

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Releases 53

Packages 0

Contributors 13

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