Kamran Pulatov
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# FastAPI |
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<style> |
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.md-content .md-typeset h1 { display: none; } |
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</style> |
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<p align="center"> |
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<a href="https://fastapi.tiangolo.com"><img src="https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png" alt="FastAPI"></a> |
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</p> |
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<p align="center"> |
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<em>FastAPI frameworki, juda tez, o‘qish oson, tez kod yozish, production ga tayyor</em> |
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</p> |
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<p align="center"> |
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<a href="https://github.com/fastapi/fastapi/actions?query=workflow%3ATest+event%3Apush+branch%3Amaster" target="_blank"> |
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<img src="https://github.com/fastapi/fastapi/actions/workflows/test.yml/badge.svg?event=push&branch=master" alt="Test"> |
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</a> |
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<a href="https://coverage-badge.samuelcolvin.workers.dev/redirect/fastapi/fastapi" target="_blank"> |
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<img src="https://coverage-badge.samuelcolvin.workers.dev/fastapi/fastapi.svg" alt="Coverage"> |
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</a> |
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<a href="https://pypi.org/project/fastapi" target="_blank"> |
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<img src="https://img.shields.io/pypi/v/fastapi?color=%2334D058&label=pypi%20package" alt="Package version"> |
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</a> |
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<a href="https://pypi.org/project/fastapi" target="_blank"> |
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<img src="https://img.shields.io/pypi/pyversions/fastapi.svg?color=%2334D058" alt="Supported Python versions"> |
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</a> |
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</p> |
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|
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--- |
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**Hujjatlar**: <a href="https://fastapi.tiangolo.com" target="_blank">https://fastapi.tiangolo.com</a> |
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**Manba kodi**: <a href="https://github.com/fastapi/fastapi" target="_blank">https://github.com/fastapi/fastapi</a> |
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|
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--- |
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FastAPI — bu zamonaviy, tez (yuqori samaradorlikka ega), Python uchun API yaratishda ishlatiladigan web-framework bo‘lib, standart Python tip ko‘rsatkichlariga asoslanadi (type hintlar). |
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Asosiy xususiyatlari: |
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* **Tez**: Juda yuqori samaradorlik, **NodeJS** va **Go** bilan teng (Starlette va Pydantic tufayli). [Python uchun eng tez frameworklardan biri](#performance). |
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* **Tez kod yozish**: Funksiyalarni ishlab chiqish tezligini taxminan 200% dan 300% gacha oshiradi. * |
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* **Kamroq xatolik**: Inson (dasturchi) tomonidan yuzaga keladigan xatolarni taxminan 40% ga kamaytiradi. * |
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* **Intuitiv**: Ajoyib muharrir yordami. <abbr title="avto-to‘ldirish, autocompletion, IntelliSense">To‘ldirish</abbr> har yerda. Kamroq vaqtni nosozliklarni tuzatishga sarflaysiz. |
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* **Oson**: Foydalanish va o‘rganish uchun qulay. Kamroq vaqt hujjatlarni o‘qishga ketadi. |
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* **Qisqa**: Kodni takrorlashni minimallashtiradi. Har bir parametr e’lonidan bir nechta imkoniyatlar. Kamroq xatolik. |
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* **Barqaror**: Ishlab chiqarishga tayyor kodga ega bo‘lasiz. Avtomatik interaktiv hujjatlar bilan. |
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* **Standartlarga asoslangan**: API uchun ochiq standartlarga asoslangan (va to‘liq mos): <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (ilgari Swagger nomi bilan tanilgan) va <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>. |
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<small>* ishlab chiqarish ilovalarini yaratishda ichki dasturchilar jamoasida o‘tkazilgan testlar asosida baholangan.</small> |
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## Homiylar |
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<!-- sponsors --> |
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{% if sponsors %} |
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{% for sponsor in sponsors.gold -%} |
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<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a> |
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{% endfor -%} |
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{%- for sponsor in sponsors.silver -%} |
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<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a> |
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{% endfor %} |
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{% endif %} |
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<!-- /sponsors --> |
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<a href="https://fastapi.tiangolo.com/fastapi-people/#sponsors" class="external-link" target="_blank">Boshqa homiylar</a> |
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|
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## Fikrlar |
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"_[...] Men hozirda **FastAPI** dan juda ko‘p foydalanmoqdaman. [...] Aslida, uni jamoamdagi barcha **ML xizmatlari** uchun ishlatishni rejalashtiryapman. Ularning ba’zilari asosiy **Windows** mahsulotiga va ba’zilari **Office** mahsulotlariga integratsiya qilinmoqda._" |
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<div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26" target="_blank"><small>(manba)</small></a></div> |
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--- |
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"_Biz **FastAPI** kutubxonasini **REST** serverini ishga tushirish uchun qabul qildik, u orqali **bashoratlar** olish mumkin. [Ludwig uchun]_" |
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<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin va Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(manba)</small></a></div> |
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--- |
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"_**Netflix** o‘zining **inqiroz boshqaruvi** orkestratsiya frameworki: **Dispatch** ni ochiq manba sifatida chiqarganini mamnuniyat bilan e’lon qiladi! [**FastAPI** yordamida yaratilgan]_" |
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<div style="text-align: right; margin-right: 10%;">Kevin Glisson, Marc Vilanova, Forest Monsen - <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072" target="_blank"><small>(manba)</small></a></div> |
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--- |
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"_Men **FastAPI** dan juda hayajondaman. Bu juda qiziqarli!_" |
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<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong><a href="https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855" target="_blank">Python Bytes</a> podkast boshlovchisi</strong> <a href="https://twitter.com/brianokken/status/1112220079972728832" target="_blank"><small>(manba)</small></a></div> |
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--- |
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"_Rostini aytsam, siz yaratgan narsa juda mustahkam va sayqallangan ko‘rinadi. Ko‘p jihatdan, bu men **Hug** bo‘lishini istagan narsam edi — kimdir bunday narsani yaratganini ko‘rib, ilhomlanaman._" |
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<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong><a href="https://github.com/hugapi/hug" target="_blank">Hug</a> yaratuvchisi</strong> <a href="https://news.ycombinator.com/item?id=19455465" target="_blank"><small>(manba)</small></a></div> |
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--- |
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"_Agar siz **REST API** lar qurish uchun zamonaviy framework o‘rganmoqchi bo‘lsangiz, **FastAPI** ga qarang [...] Bu tez, ishlatish va o‘rganish oson [...]_" |
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"_Biz **API** larimiz uchun **FastAPI** ga o‘tdik [...] Sizga yoqadi deb o‘ylayman [...]_" |
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<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong><a href="https://explosion.ai" target="_blank">Explosion AI</a> asoschilari - <a href="https://spacy.io" target="_blank">spaCy</a> yaratuvchilari</strong> <a href="https://twitter.com/_inesmontani/status/1144173225322143744" target="_blank"><small>(manba)</small></a> - <a href="https://twitter.com/honnibal/status/1144031421859655680" target="_blank"><small>(manba)</small></a></div> |
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--- |
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"_Agar kimdir ishlab chiqarish uchun Python API yaratmoqchi bo‘lsa, men **FastAPI** ni tavsiya qilaman. Bu **chiroyli ishlab chiqilgan**, **foydalanish uchun oddiy** va **juda kengaytiriladigan** framework, u bizning API birinchi rivojlanish strategiyamizda asosiy komponentga aylandi va ko‘plab avtomatlashtirishlar va xizmatlarni, jumladan Virtual TAC Engineer’imizni boshqaradi._" |
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<div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/" target="_blank"><small>(manba)</small></a></div> |
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--- |
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## **Typer**, CLI lar uchun FastAPI |
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<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a> |
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Agar siz web API o‘rniga terminalda ishlatiladigan <abbr title="Command Line Interface">CLI</abbr> dastur yaratmoqchi bo‘lsangiz, <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a> ga e’tibor bering. |
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**Typer** — bu FastAPI ning kichik ukasi. U aynan **CLI lar uchun FastAPI** bo‘lishi uchun yaratilgan. ⌨️ 🚀 |
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## Talablar |
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FastAPI ulkanlar yelkasida turadi: |
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* <a href="https://www.starlette.io/" class="external-link" target="_blank">Starlette</a> web tomoni uchun. |
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* <a href="https://docs.pydantic.dev/" class="external-link" target="_blank">Pydantic</a> data part uchun. |
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## O‘rnatish |
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<a href="https://fastapi.tiangolo.com/virtual-environments/" class="external-link" target="_blank">Virtual atrofni</a> yarating va faollashtiring, so‘ng FastAPI ni o‘rnating: |
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<div class="termy"> |
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```console |
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$ pip install "fastapi[standard]" |
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---> 100% |
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``` |
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</div> |
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**Eslatma**: `"fastapi[standard]"` ni qo‘shtirnoq ichida yozing, shunda barcha terminallarda to‘g‘ri ishlaydi. |
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## Misol |
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### Yarating |
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`main.py` fayl ni yarating pastdagi kod bilan: |
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```Python |
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from typing import Union |
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from fastapi import FastAPI |
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app = FastAPI() |
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@app.get("/") |
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def read_root(): |
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return {"Hello": "World"} |
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@app.get("/items/{item_id}") |
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def read_item(item_id: int, q: Union[str, None] = None): |
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return {"item_id": item_id, "q": q} |
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``` |
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<details markdown="1"> |
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<summary>Yoki <code>async def</code>... ni ishlating.</summary> |
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Agar sizni kodiz `async` / `await` asosiy so‘zlarni ishlatsa, `async def` ni ishlating: |
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```Python hl_lines="9 14" |
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from typing import Union |
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from fastapi import FastAPI |
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app = FastAPI() |
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@app.get("/") |
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async def read_root(): |
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return {"Hello": "World"} |
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@app.get("/items/{item_id}") |
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async def read_item(item_id: int, q: Union[str, None] = None): |
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return {"item_id": item_id, "q": q} |
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``` |
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**E’tibor bering**: |
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Agar bilmasangiz, hujjatlardagi <a href="https://fastapi.tiangolo.com/async/#in-a-hurry" target="_blank">`async` va `await` haqida "Shoshilinchmisiz?" bo‘limiga</a> qarang. |
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</details> |
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### Uni ishga tushirish |
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Serverni ishga tushirish uchun: |
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<div class="termy"> |
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```console |
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$ fastapi dev main.py |
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╭────────── FastAPI CLI - Development mode ───────────╮ |
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│ │ |
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│ Serving at: http://127.0.0.1:8000 │ |
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│ │ |
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│ API docs: http://127.0.0.1:8000/docs │ |
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│ │ |
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│ Running in development mode, for production use: │ |
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│ │ |
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│ fastapi run │ |
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│ │ |
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╰─────────────────────────────────────────────────────╯ |
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INFO: Will watch for changes in these directories: ['/home/user/code/awesomeapp'] |
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INFO: Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit) |
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INFO: Started reloader process [2248755] using WatchFiles |
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INFO: Started server process [2248757] |
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INFO: Waiting for application startup. |
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INFO: Application startup complete. |
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``` |
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</div> |
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<details markdown="1"> |
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<summary><code>fastapi dev main.py</code>... komanda haqida</summary> |
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`fastapi dev` buyrug‘i sizning `main.py` faylingizni o‘qiydi, undagi **FastAPI** ilovasini aniqlaydi va <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> yordamida serverni ishga tushiradi. |
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Standart holatda, `fastapi dev` lokal ishlab chiqish uchun avtomatik qayta yuklash (auto-reload) rejimida ishga tushadi. |
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Bu haqda batafsil ma’lumotni <a href="https://fastapi.tiangolo.com/fastapi-cli/" target="_blank">FastAPI CLI hujjatlarida</a> o‘qishingiz mumkin. |
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</details> |
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### Tekshirish |
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Browser da <a href="http://127.0.0.1:8000/items/5?q=somequery" class="external-link" target="_blank">http://127.0.0.1:8000/items/5?q=somequery</a> ni oching. |
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Shunga o'xshagan JSON javob ko'rasiz: |
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```JSON |
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{"item_id": 5, "q": "somequery"} |
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``` |
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Siz allaqachon quyidagi API ni yaratdingiz: |
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* HTTP so‘rovlarini quyidagi _yo‘llar_ da qabul qiladi: `/` va `/items/{item_id}`. |
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* Har ikkala _yo‘l_ ham `GET` <em>operatsiyalarini</em> (HTTP _usullari_ deb ham ataladi) qabul qiladi. |
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* `/items/{item_id}` _yo‘li_ da `item_id` nomli _yo‘l parametri_ bor va u `int` bo‘lishi kerak. |
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* `/items/{item_id}` _yo‘li_ da ixtiyoriy `str` tipidagi _so‘rov parametri_ `q` mavjud. |
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### Interaktiv API hujjatlar |
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Endi <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a> manziliga o'ting. |
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Siz avtomatik interaktiv API hujjatlarini ( <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank">Swagger UI</a> tomonidan taqdim etilgan) ko'rasiz: |
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### Muqobil API hujjatlari |
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Endi <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a> manziliga o'ting. |
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Siz muqobil avtomatik hujjatlarni ( <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank">ReDoc</a> tomonidan taqdim etilgan) ko'rasiz: |
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## Misolni yangilash |
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Endi `main.py` faylini `PUT` so‘rovlaridan body (tanani) qabul qiladigan qilib o‘zgartiring. |
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Body ni Pydantic yordamida, standart Python tiplari orqali e’lon qiling. |
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```Python hl_lines="4 9-12 25-27" |
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from typing import Union |
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from fastapi import FastAPI |
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from pydantic import BaseModel |
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app = FastAPI() |
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class Item(BaseModel): |
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name: str |
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price: float |
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is_offer: Union[bool, None] = None |
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@app.get("/") |
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def read_root(): |
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return {"Hello": "World"} |
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@app.get("/items/{item_id}") |
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def read_item(item_id: int, q: Union[str, None] = None): |
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return {"item_id": item_id, "q": q} |
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@app.put("/items/{item_id}") |
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def update_item(item_id: int, item: Item): |
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return {"item_name": item.name, "item_id": item_id} |
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``` |
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`fastapi dev` serveri avtomatik tarzda qayta yuklanadi. |
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### Interaktiv API hujjatlarini yangilash |
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Endi <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a> manziliga o'ting. |
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* Interaktiv API hujjatlari avtomatik tarzda yangilanadi, yangi body ham ko‘rsatiladi: |
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 |
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* "Try it out" tugmasini bosing, bu sizga parametrlarni to‘ldirish va API bilan bevosita ishlash imkonini beradi: |
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 |
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* Keyin "Execute" tugmasini bosing, foydalanuvchi interfeysi sizning API’ga so‘rov yuboradi, parametrlarni jo‘natadi, natijalarni oladi va ekranda ko‘rsatadi: |
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 |
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### Muqobil API hujjatlarini yangilash |
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Endi <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a> manziliga o'ting. |
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* Muqobil hujjatlar ham yangi so‘rov parametri va body ni aks ettiradi: |
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 |
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### Qisqacha takrorlash |
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Xulosa qilib aytganda, siz **bir marta** parametrlar, body va boshqalar uchun turlarni funksiya parametrlarida e’lon qilasiz. |
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Buni zamonaviy Python tiplari yordamida qilasiz. |
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Yangi sintaksis, maxsus kutubxona metodlari yoki klasslarini o‘rganishingiz shart emas. |
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Faqat oddiy **Python**. |
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Masalan, `int` uchun: |
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```Python |
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item_id: int |
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``` |
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yoki qiyinroq `Item` model uchun: |
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```Python |
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item: Item |
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``` |
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...va o‘sha bitta bayonot bilan siz quyidagilarni olasiz: |
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* Muharrir (editor) yordami, jumladan: |
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* Avto-to‘ldirish (completion). |
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* Tiplarni tekshirish (type checks). |
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* Ma’lumotlarni tekshirish (validation): |
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* Ma’lumotlar noto‘g‘ri bo‘lsa, avtomatik va aniq xatoliklar. |
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* Hattoki chuqur joylashgan (deeply nested) JSON obyektlari uchun ham tekshiruv. |
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* Kiruvchi ma’lumotlarni <abbr title="serializatsiya, parsing, marshalling nomlari bilan ham tanilgan">konvertatsiya qilish</abbr>: tarmoqdan Python ma’lumotlari va turlariga o‘tkazish. Quyidagilardan o‘qish: |
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* JSON. |
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* Yo‘l (path) parametrlari. |
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* So‘rov (query) parametrlari. |
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* Cookies. |
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* Sarlavhalar (headers). |
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* Formalar. |
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* Fayllar. |
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* Chiquvchi ma’lumotlarni <abbr title="serializatsiya, parsing, marshalling nomlari bilan ham tanilgan">konvertatsiya qilish</abbr>: Python ma’lumotlari va turlaridan tarmoq ma’lumotlariga (JSON ko‘rinishida) o‘tkazish: |
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* Python turlarini (`str`, `int`, `float`, `bool`, `list` va boshqalar) konvertatsiya qilish. |
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* `datetime` obyektlari. |
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* `UUID` obyektlari. |
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* Ma’lumotlar bazasi modellari. |
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* ...va yana ko‘plab turlar. |
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* Avtomatik interaktiv API hujjatlari, 2 ta muqobil foydalanuvchi interfeysi bilan: |
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* Swagger UI. |
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* ReDoc. |
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|
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--- |
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|
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Oldingi kod namunasi bo‘yicha, **FastAPI** quyidagilarni amalga oshiradi: |
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* `GET` va `PUT` so‘rovlari uchun yo‘lda `item_id` mavjudligini tekshiradi. |
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* `GET` va `PUT` so‘rovlari uchun `item_id` ning turi `int` ekanligini tekshiradi. |
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* Agar u int bo‘lmasa, mijozga aniq va tushunarli xatolik ko‘rsatiladi. |
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* `GET` so‘rovlari uchun `q` nomli ixtiyoriy so‘rov parametrining mavjudligini tekshiradi (masalan, `http://127.0.0.1:8000/items/foo?q=somequery`). |
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* `q` parametri `= None` bilan e’lon qilinganligi sababli, u ixtiyoriy hisoblanadi. |
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* Agar `None` bo‘lmasa, u majburiy bo‘lardi (xuddi `PUT` da body majburiy bo‘lgani kabi). |
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* `/items/{item_id}` ga `PUT` so‘rovlari uchun body ni JSON sifatida o‘qiydi: |
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* Unda majburiy `name` atributi borligini va u `str` bo‘lishi kerakligini tekshiradi. |
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* Majburiy `price` atributi borligini va u `float` bo‘lishi kerakligini tekshiradi. |
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* Ixtiyoriy `is_offer` atributi borligini va u (agar mavjud bo‘lsa) `bool` bo‘lishi kerakligini tekshiradi. |
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* Bularning barchasi chuqur joylashgan (deeply nested) JSON obyektlari uchun ham ishlaydi. |
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* Avtomatik tarzda JSON ga va JSON dan konvertatsiya qiladi. |
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* Hammasini OpenAPI yordamida hujjatlashtiradi, bu quyidagilar uchun ishlatilishi mumkin: |
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* Interaktiv hujjatlash tizimlari. |
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* Ko‘plab dasturlash tillari uchun avtomatik mijoz kodi generatsiyasi tizimlari. |
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* To‘g‘ridan-to‘g‘ri 2 ta interaktiv hujjatlash web interfeysini taqdim etadi. |
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|
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--- |
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|
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Biz faqat yuzaki ko‘rib chiqdik, lekin siz allaqachon hammasi qanday ishlashini tushundingiz. |
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|
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Quyidagi qatorni o‘zgartirib ko‘ring: |
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|
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```Python |
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return {"item_name": item.name, "item_id": item_id} |
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``` |
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|
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...bu joyni: |
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|
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```Python |
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... "item_name": item.name ... |
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``` |
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|
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...quyidagiga o‘zgartiring: |
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|
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```Python |
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... "item_price": item.price ... |
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``` |
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|
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...va muharriringiz atributlarni avtomatik to‘ldirishini va ularning turlarini bilishini ko‘ring: |
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|
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 |
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|
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Ko‘proq imkoniyatlarni o‘z ichiga olgan to‘liqroq misol uchun <a href="https://fastapi.tiangolo.com/tutorial/">Tutorial - User Guide</a> bo‘limiga qarang. |
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|
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**Ogohlantirish (spoiler)**: tutorial - foydalanuvchi qo‘llanmasida quyidagilar mavjud: |
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|
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* **Parametrlarni** boshqa joylardan e’lon qilish: **headerlar**, **cookie**lar, **forma maydonlari** va **fayllar**. |
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* **Validatsiya cheklovlarini** o‘rnatish, masalan: `maximum_length` yoki `regex`. |
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* Juda qulay va kuchli **<abbr title="komponentlar, resurslar, providerlar, servislar, injectables nomi bilan ham tanilgan">Dependency Injection</abbr>** tizimi. |
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* Xavfsizlik va autentifikatsiya, jumladan **OAuth2** va **JWT tokenlar**, hamda **HTTP Basic** autentifikatsiyasi. |
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* **Pydantic** yordamida **chuqur joylashgan JSON modellari**ni e’lon qilishning ilg‘or (lekin oson) usullari. |
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* **GraphQL** integratsiyasi: <a href="https://strawberry.rocks" class="external-link" target="_blank">Strawberry</a> va boshqa kutubxonalar yordamida. |
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* Ko‘plab qo‘shimcha imkoniyatlar (Starlette tufayli), jumladan: |
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* **WebSocket**lar |
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* HTTPX va `pytest` asosidagi juda oson testlar |
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* **CORS** |
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* **Cookie Session**lar |
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* ...va boshqalar. |
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|
|||
## Performance |
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|
|||
Mustaqil TechEmpower benchmark natijalari shuni ko‘rsatadiki, **FastAPI** ilovalari Uvicorn ostida <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">eng tez ishlaydigan Python frameworklaridan biri</a> hisoblanadi, faqat Starlette va Uvicorn (FastAPI ichida ishlatiladi) dan keyin turadi. (*) |
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|
|||
Batafsil ma’lumot uchun <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">Benchmarks</a> bo‘limiga qarang. |
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|
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## Bog‘liqliklar |
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|
|||
FastAPI Pydantic va Starlette kutubxonalariga bog‘liq. |
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|
|||
### `standard` bog‘liqliklar |
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|
|||
Agar siz FastAPI ni `pip install "fastapi[standard]"` orqali o‘rnatsangiz, u `standard` guruhidagi ixtiyoriy bog‘liqliklar bilan birga keladi: |
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|
|||
Pydantic tomonidan ishlatiladi: |
|||
|
|||
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email-validator</code></a> — email manzillarini tekshirish uchun. |
|||
|
|||
Starlette tomonidan ishlatiladi: |
|||
|
|||
* <a href="https://www.python-httpx.org" target="_blank"><code>httpx</code></a> — agar siz `TestClient` dan foydalanmoqchi bo‘lsangiz, talab qilinadi. |
|||
* <a href="https://jinja.palletsprojects.com" target="_blank"><code>jinja2</code></a> — standart shablon konfiguratsiyasidan foydalanish uchun kerak bo‘ladi. |
|||
* <a href="https://github.com/Kludex/python-multipart" target="_blank"><code>python-multipart</code></a> — forma <abbr title="HTTP so‘rovdan kelgan satrni Python ma’lumotlariga aylantirish">"parsing"</abbr> ni qo‘llab-quvvatlash uchun, `request.form()` bilan ishlatiladi. |
|||
|
|||
FastAPI / Starlette tomonidan ishlatiladi: |
|||
|
|||
* <a href="https://www.uvicorn.org" target="_blank"><code>uvicorn</code></a> — ilovangizni yuklab, serverda ishga tushirish uchun. Bu `uvicorn[standard]` ni o‘z ichiga oladi, u yuqori samaradorlik uchun kerakli ba’zi bog‘liqliklarni (masalan, `uvloop`) o‘z ichiga oladi. |
|||
* `fastapi-cli` — `fastapi` buyrug‘ini taqdim etadi. |
|||
|
|||
### `standard` bog‘liqliklarsiz |
|||
|
|||
Agar siz `standard` ixtiyoriy bog‘liqliklarni o‘rnatishni xohlamasangiz, `pip install fastapi` buyrug‘i orqali o‘rnating (`pip install "fastapi[standard]"` o‘rniga). |
|||
|
|||
### Qo‘shimcha ixtiyoriy bog‘liqliklar |
|||
|
|||
Qo‘shimcha o‘rnatishingiz mumkin bo‘lgan ba’zi bog‘liqliklar mavjud. |
|||
|
|||
Qo‘shimcha ixtiyoriy Pydantic bog‘liqliklari: |
|||
|
|||
* <a href="https://docs.pydantic.dev/latest/usage/pydantic_settings/" target="_blank"><code>pydantic-settings</code></a> — sozlamalarni boshqarish uchun. |
|||
* <a href="https://docs.pydantic.dev/latest/usage/types/extra_types/extra_types/" target="_blank"><code>pydantic-extra-types</code></a> — Pydantic bilan ishlatish uchun qo‘shimcha turlar. |
|||
|
|||
Qo‘shimcha ixtiyoriy FastAPI bog‘liqliklari: |
|||
|
|||
* <a href="https://github.com/ijl/orjson" target="_blank"><code>orjson</code></a> — agar siz `ORJSONResponse` dan foydalanmoqchi bo‘lsangiz, talab qilinadi. |
|||
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> — agar siz `UJSONResponse` dan foydalanmoqchi bo‘lsangiz, talab qilinadi. |
|||
|
|||
## Litsenziya |
|||
|
|||
Ushbu loyiha MIT litsenziyasi shartlariga muvofiq litsenziyalangan. |
|||
@ -0,0 +1 @@ |
|||
INHERIT: ../en/mkdocs.yml |
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Loading…
Reference in new issue