150 lines
4.0 KiB
Python
150 lines
4.0 KiB
Python
import json
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import os
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import pathlib
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import logging.config
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import logging.handlers
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import aioboto3
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import contextlib
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from contextlib import asynccontextmanager
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from collections import defaultdict
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from typing import List
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from http import HTTPStatus
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import httpx
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import whisper
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from fastapi import FastAPI, Request
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from fastapi.encoders import jsonable_encoder
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from fastapi.exceptions import RequestValidationError
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from fastapi.middleware import Middleware
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from fastapi.middleware.cors import CORSMiddleware
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from fastapi.responses import JSONResponse
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import nltk
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from dotenv import load_dotenv
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from starlette import status
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from app.api import router
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from app.configs import config_di
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from app.exceptions import CustomException
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from app.middlewares import AuthenticationMiddleware, AuthBackend
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load_dotenv()
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@asynccontextmanager
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async def lifespan(_app: FastAPI):
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"""
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Startup and Shutdown logic is in this lifespan method
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https://fastapi.tiangolo.com/advanced/events/
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"""
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# Whisper model
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whisper_model = whisper.load_model("base")
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# NLTK required datasets download
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nltk.download('words')
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nltk.download("punkt")
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# AWS Polly client instantiation
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context_stack = contextlib.AsyncExitStack()
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session = aioboto3.Session()
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polly_client = await context_stack.enter_async_context(
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session.client(
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'polly',
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region_name='eu-west-1',
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aws_secret_access_key=os.getenv("AWS_ACCESS_KEY_ID"),
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aws_access_key_id=os.getenv("AWS_SECRET_ACCESS_KEY")
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)
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)
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# HTTP Client
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http_client = httpx.AsyncClient()
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config_di(
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polly_client=polly_client,
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http_client=http_client,
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whisper_model=whisper_model
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)
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# Setup logging
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config_file = pathlib.Path("./app/configs/logging/logging_config.json")
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with open(config_file) as f_in:
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config = json.load(f_in)
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logging.config.dictConfig(config)
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yield
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await http_client.aclose()
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await polly_client.close()
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await context_stack.aclose()
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def setup_listeners(_app: FastAPI) -> None:
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@_app.exception_handler(RequestValidationError)
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async def custom_form_validation_error(request, exc):
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"""
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Don't delete request param
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"""
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reformatted_message = defaultdict(list)
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for pydantic_error in exc.errors():
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loc, msg = pydantic_error["loc"], pydantic_error["msg"]
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filtered_loc = loc[1:] if loc[0] in ("body", "query", "path") else loc
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field_string = ".".join(filtered_loc)
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if field_string == "cookie.refresh_token":
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return JSONResponse(
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status_code=401,
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content={"error_code": 401, "message": HTTPStatus.UNAUTHORIZED.description},
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)
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reformatted_message[field_string].append(msg)
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return JSONResponse(
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status_code=status.HTTP_400_BAD_REQUEST,
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content=jsonable_encoder(
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{"details": "Invalid request!", "errors": reformatted_message}
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),
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)
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@_app.exception_handler(CustomException)
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async def custom_exception_handler(request: Request, exc: CustomException):
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"""
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Don't delete request param
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"""
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return JSONResponse(
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status_code=exc.code,
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content={"error_code": exc.error_code, "message": exc.message},
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)
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def setup_middleware() -> List[Middleware]:
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middleware = [
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Middleware(
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CORSMiddleware,
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allow_origins=["*"],
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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),
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Middleware(
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AuthenticationMiddleware,
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backend=AuthBackend()
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)
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]
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return middleware
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def create_app() -> FastAPI:
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_app = FastAPI(
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docs_url=None,
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redoc_url=None,
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middleware=setup_middleware(),
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lifespan=lifespan
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)
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_app.include_router(router)
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setup_listeners(_app)
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return _app
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app = create_app()
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