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atila 0.27.0
Atila
Atila is life-cycle hook based web framework which is run on Skitai WSGI App Engine.
# myservice/__init__.py
def __app__ ():
from atila import Atila
return Atila (__name__)
def __mount__ (context, app):
@app.route ("/")
def index (context):
return "Hello, World"
# skitaid.py
import skitai
import myservice
skitai.mount ("/", myservice)
skitai.run ()
And run,
python3 skitaid.py
Now, http://localhost:5000/ is working.
Life-Cycle Hook Based Implementation
Users can use some special hook functions like __app__ (), __mount__ () and so on.
This hooks can be integrated your existing source codes without any side effects.
You just add routed controllers and then it could work as API backend.
Important Notice
CAUTION: Atila is base on WSGI but can be run only
with Skitai App Engine
because it crosses the border of WSGI for async router.
This means if you make your Atila app, you have no choice
but Skitai as WSGI app server. And Atila's unique and unconventional
style may become very hard work to port to other framework.
Async/Await Support
Atila almost fully support async/await manner.
Briefly Atila has 2 event loops for:
handling requests with asyncore as main loop
running async functions with asyncio as executor
I still recommend use sync funtions mainly unless massive
I/O related tasks or have no choice.
Table of Content
Atila
Life-Cycle Hook Based Implementation
Important Notice
Async/Await Support
Installation
Before You Start
Getting IDE Suggestions
Quick Start
Dumb Seek
Unit Testing
Write Atila App Hooks
Add Launch Script
Add Analyzing API Endpoint
Add Indexing and Searching API Endpoints
Testing API
Final Source Codes
Conclusion
Connecting Database
Option I: Database Management Not Required
Option II: Database Management Required: Django As ORM
Initialize Django Project
Auto Reloading For Development
Add Django App
Django Rest Framework
Working With Atila App
Conclusion
App Life Cycle and Hooks
App Life Cycle and Hooks
Runtine Preference and Bootstrapping
Request Life Cycle and Hooks
App Middlewares
Context
Global Context
Proto Context
Thread Context
Request Context
Request Context
Cloned Context
Registering Context Scope Objects and Methods
Routing
Routing
URL Parameter Types
String (Default)
Integer
Float
Path
Request Parameters
Async Routing
Request Parameters
URL / Body Parameter
Parameter Validation
Inline Validation
Class Validation
Django Model Based Validation
Functional Validation
More Validators
Validation Operators
Getting Argument Specifications
Processing Request
Request Object
Basic Members
Basic Methods
Route Options
Environment Variables
In The Template Engine
App & Request Gloabal
File Upload
Cookie
Session
Namespaced Session
Message Box
Route Name Based Call
Helpers
Conditional Prework
Checking Dependencies
Making Response
Cache Control
HTTP Error
Primitive
String
API Response
Rendered Template
render_or_API
File
Static
Generator
Redirecting
RPC Response
Threaded Data Streaming
Building URL
Websocket
Specifications
WS_STREAM
WS_SESSION
Opening/Closing Hooks
WebSocket Piped Process
gRPC
Unary RPC
Async version
Async Streaming RPC
Response Streaming
Request Streaming
Bidirectional Streaming
Access Control and Authentication
CORS (Cross Origin Resource Sharing) and Preflight
Custom Authentication
WWW-Authentication
Authentication On Specific Methods
Password Provider
Authentication On Entire App
Bearer Authentication
Test Passing
Security and Token
Cross Site Request Forgery Token (CSRF Token)
JWT Token
One-Time Password
One-Time Token
Event Bus
Request Life Cycle Events
Interval Base App Maintenancing
Multiple GPUs Allocation To Workers
Using Task
Thread / Process / Subrocess
Tasks
HTTP/2,3 Server Pushing
Logging and Traceback
Template Engine
Customizing Jinja2
Custom Error Templates
Using Requests
Allied App
Conclusion
Working With Multiple Apps
Event Subscription
Data Exchanging
Accesing Other App Directly
Test Client
Integrating pytest and API Documentation
Debugging
VS Code
Deployment
Using Systemctl
Using AWS ECS (Elastic Container Service)
Change Log
Installation
Requirements
Python 3.7+
Installation
Atila and other core base dependent libraries is developing on
single milestone, install/upgrade all at once. Otherwise it is
highly possible to meet some errors.
With pip
pip3 install -U atila skitai rs4
Optional required as you need,
pip3 install protobuf # for GRPC
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Before You Start
Getting IDE Suggestions
Type hinting enables IDE suggestions.
from atila import Atila, Context
def __mount__ (context: Context, app: Atila):
@app.route ("/ping")
def ping (context: Context):
return 'pong'
In this document, type hinting is not used for code readability.
Quick Start
For exmaple, you make local dumb search engine named as dumbseek.
Dumb Seek
Your package structure is like this.
dumbseek/
index/
__init__.py
indexer.py
searcher.py
db.py
__init__.py
analyzer.py
File dumbseek/__init__.py
__version__ = "1.0"
NAME = "Dumb Seek"
File dumbseek/analyzer.py
def analyze (query):
return query.lower ().split ()
File dumbseek/index/__init__.py is empty.
File dumbseek/index/db.py
INVERTED_INDEX = {}
DOCUMENTS = {}
File dumbseek/index/indexer.py
from .. import analyzer
from . import db
def index (doc):
doc_ids = list (db.DOCUMENTS.keys ())
if not doc_ids:
doc_id = 0
else:
doc_id = max (doc_ids) + 1
db.DOCUMENTS [doc_id] = doc
for token in analyzer.analyze (doc):
if token not in db.INVERTED_INDEX:
db.INVERTED_INDEX [token] = set ()
db.INVERTED_INDEX [token].add (doc_id)
return doc_id
File dumbseek/index/searcher.py
from .. import analyzer
from . import db
def search (query):
results = None
for token in analyzer.analyze (query):
if token not in db.INVERTED_INDEX:
return []
doc_ids = db.INVERTED_INDEX.get (token, set ())
if results is None:
results = doc_ids
continue
results = results.intersection (doc_ids)
return [db.DOCUMENTS [doc_id] for doc_id in sorted (list (results))]
Unit Testing
For more clarify, pytest example is:
import os
import sys; sys.path.insert (0, '../examples/dumbseek')
import dumbseek
from dumbseek import analyzer
from dumbseek.index import indexer, searcher, db
def test_analyze ():
assert analyzer.analyze ('Detective Holmes') == ['detective', 'holmes']
def test_index ():
assert indexer.index ('Detective Holmes') == 0
assert db.DOCUMENTS [0] == 'Detective Holmes'
assert db.INVERTED_INDEX ['detective'] == {0}
assert indexer.index ('Detective Monk') == 1
assert db.INVERTED_INDEX ['monk'] == {1}
assert searcher.search ('detective holmes') == ['Detective Holmes']
Write Atila App Hooks
Now, you find dumbseek is useful than you think, you have plan to
serve with RESTful API.
Add __app__ and __mount__ hooks into dumbseek/__init__.py.
__version__ = "1.0"
NAME = "Dumb Seek"
# atila hooks ------------------------
def __app__ ():
from atila import Atila
return Atila (__name__)
def __mount__ (context, app):
@app.route ("/")
def index (context):
return context.API (app = NAME)
Add Launch Script
For testing, you have to create launch script.
# skitaid.py
import skitai
import dumbseek
if __name__ == '__main__':
with skitai.preference () as pref:
skitai.mount ('/', dumbseek, pref)
skitai.run (port = 5000, name = 'dumbseek')
python3 skitaid.py --devel
Now, http://localhost:5000/ is working.
Add Analyzing API Endpoint
We have to create endpoint POST /api/tokens.
Add __mount__ hook to dumbseek/analyzer.py.
def analyze (query):
return query.lower ().split ()
# atila hooks ------------------------
def __mount__ (context, app):
@app.route ("/tokens", methods = ["POST", "OPTIONS"])
def tokens (context, query):
return context.API (result = analyze (query))
And for mounting to app, add __setup__ hook to dumbseek/__init__.py.
def __setup__ (context, app):
from . import analyzer
app.mount ("/api", analyzer)
def __mount__ (context, app):
...
http://localhost:5000/api/tokens is working.
Add Indexing and Searching API Endpoints
We have to create 3 endpoints:
POST /api/documents for indexing document
GET /api/documents for searching document
GET /api/documents/<int:doc_id> for geting document
Add __mount__ to dumbseek/index/__init__.py.
# atila hooks ------------------------
def __mount__ (context, app):
from . import indexer
from . import searcher
@app.route ("/documents", methods = ["POST", "OPTIONS"])
def index_document (context, document):
doc_id = indexer.index (document)
return context.API (
"201 Created",
url = context.urlfor (get_document, doc_id)
)
@app.route ("/documents", methods = ["GET"])
def search_document (context, q):
return context.API (
result = searcher.search (q)
)
@app.route ("/documents/<int:doc_id>", methods = ["GET"])
def get_document (context, doc_id):
try:
return context.API (
document = db.DOCUMENTS [doc_id]
)
except KeyError:
raise context.HttpError ("404 Not Found")
And mount to app, add __setup__ hook to dumbseek/__init__.py.
def __setup__ (context, app):
from . import analyzer
from . import index
app.mount ("/api", analyzer)
app.mount ("/api", index)
def __mount__ (context, app):
...
http://localhost:5000/api/documents is working.
Testing API
import pytest
from functools import partial
import skitai
from atila.pytest_hooks import *
@pytest.fixture
def launch ():
return partial (skitai.test_client, port = 30371, silent = False)
def test_api (launch):
with launch ('../examples/dumbseek/skitaid.py') as engine:
r = engine.get ('/')
assert r.json () ['app'] == 'Dumb Seek'
r = engine.post ('/api/tokens', data = {'query': 'Detective Holmes'})
assert r.json () ['result'] == ['detective', 'holmes']
r = engine.post ('/api/documents', data = {'document': 'Detective Holmes'})
assert r.status_code == 201
assert r.json () ['url'] == '/api/documents/0'
r = engine.get ('/api/documents', params = {'q': 'Detective Holmes'})
assert r.json () ['result'] == ['Detective Holmes']
r = engine.get ('/api/documents/0')
assert r.json ()['document'] == 'Detective Holmes'
r = engine.post ('/api/documents', data = {'document': 'Detective Monk'})
r = engine.get ('/api/documents', params = {'q': 'detective'})
assert r.json () ['result'] == ['Detective Holmes', 'Detective Monk']
Final Source Codes
See https://gitlab.com/skitai/atila/-/tree/master/examples/dumbseek
Conclusion
We add REST API to our existing source codes without any side effects
We can still use dumbseek as local library
Just add skitaid.py, we can serve as RESTful API online
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