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219 Commits

Author SHA1 Message Date
Sebastián Ramírez
1213227667 🔖 Release version 0.85.0 2022-09-15 15:57:23 +02:00
Sebastián Ramírez
e782ba43ce 📝 Update release notes 2022-09-15 15:56:35 +02:00
github-actions
6ddd0c64b0 📝 Update release notes 2022-09-15 13:49:32 +00:00
Sebastián Ramírez
a05e8b4e6f ⬆️ Upgrade Uvicorn in public extras: all (#5401) 2022-09-15 13:48:53 +00:00
github-actions
e83aa43296 📝 Update release notes 2022-09-15 13:43:34 +00:00
Sebastián Ramírez
95cbb43b06 ⬆️ Upgrade dependencies for doc and dev internal extras: Typer, Uvicorn (#5400) 2022-09-15 13:42:53 +00:00
github-actions
babe2f9b03 📝 Update release notes 2022-09-15 13:33:12 +00:00
Sebastián Ramírez
add7c4800c ⬆️ Upgrade test dependencies: Black, HTTPX, databases, types-ujson (#5399) 2022-09-15 13:32:22 +00:00
github-actions
b741ea7619 📝 Update release notes 2022-09-15 13:27:00 +00:00
Sebastián Ramírez
74ce2204ae ⬆️ Upgrade mypy and tweak internal type annotations (#5398) 2022-09-15 13:26:21 +00:00
github-actions
823df88c34 📝 Update release notes 2022-09-15 13:02:23 +00:00
Sebastián Ramírez
3658733b5e 🔧 Update test dependencies, upgrade Pytest, move dependencies from dev to test (#5396) 2022-09-15 13:01:46 +00:00
github-actions
715c0341a9 📝 Update release notes 2022-09-15 12:32:54 +00:00
Marcelo Trylesinski
adcf03f2bc ⬆ Upgrade version required of Starlette from 0.19.1 to 0.20.4 (#4820)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-15 14:32:05 +02:00
Sebastián Ramírez
1073062c7f 🔖 Release version 0.84.0 2022-09-14 20:41:29 +02:00
github-actions
7291cead65 📝 Update release notes 2022-09-14 18:32:03 +00:00
Ofek Lev
4267bd1f4f 🔧 Update package metadata, drop support for Python 3.6, move build internals from Flit to Hatch (#5240)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-14 20:31:19 +02:00
Sebastián Ramírez
b2aa3593be 📝 Update release notes 2022-09-11 18:26:30 +02:00
Sebastián Ramírez
ed0fcba7cb 🔖 Release version 0.83.0 2022-09-11 18:25:29 +02:00
Sebastián Ramírez
22a155efc1 📝 Update release notes 2022-09-11 18:24:46 +02:00
github-actions
306326a213 📝 Update release notes 2022-09-11 16:16:31 +00:00
Marcelo Trylesinski
4fec12b354 📝 Update SECURITY.md (#5377) 2022-09-11 18:15:49 +02:00
github-actions
275306c369 📝 Update release notes 2022-09-11 16:14:21 +00:00
Irfanuddin Shafi Ahmed
4d270463af 🐛Fix RuntimeError raised when HTTPException has a status code with no content (#5365)
Co-authored-by: Marcelo Trylesinski <marcelotryle@gmail.com>
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2022-09-11 16:13:36 +00:00
github-actions
6620273083 📝 Update release notes 2022-09-08 15:03:37 +00:00
Thomas Meckel
0b4fe10c8f 🐛 Fix empty reponse body when default status_code is empty but the a Response parameter with response.status_code is set (#5360)
Co-authored-by: Thomas Meckel <tmeckel@users.noreply.github.com>
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2022-09-08 15:02:59 +00:00
github-actions
c4007cb9ec 📝 Update release notes 2022-09-08 14:30:00 +00:00
DCsunset
3ec498af63 Add support in jsonable_encoder for include and exclude with dataclasses (#4923)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-08 16:29:23 +02:00
github-actions
895789bed0 📝 Update release notes 2022-09-08 14:09:15 +00:00
pre-commit-ci[bot]
ef5d6181b6 ⬆ [pre-commit.ci] pre-commit autoupdate (#5352)
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2022-09-08 16:08:33 +02:00
Sebastián Ramírez
3079ba925e 🔖 Release version 0.82.0 2022-09-04 21:26:31 +02:00
Sebastián Ramírez
ddf6daeb07 📝 Update release notes 2022-09-04 21:25:29 +02:00
github-actions
f3efaf69da 📝 Update release notes 2022-09-04 19:10:05 +00:00
Adrian Garcia Badaracco
f8460a8b54 🐛 Allow exit code for dependencies with yield to always execute, by removing capacity limiter for them, to e.g. allow closing DB connections without deadlocks (#5122)
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2022-09-04 21:09:24 +02:00
github-actions
d0cc996dc7 📝 Update release notes 2022-09-04 15:17:43 +00:00
github-actions[bot]
c70fab38e7 👥 Update FastAPI People (#5347)
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2022-09-04 15:16:00 +00:00
github-actions
80d68a6eda 📝 Update release notes 2022-09-04 15:12:59 +00:00
Mateusz Nowak
dacb689290 Export WebSocketState in fastapi.websockets (#4376) 2022-09-04 17:12:10 +02:00
github-actions
dd2f759bac 📝 Update release notes 2022-09-04 15:07:46 +00:00
Irfanuddin Shafi Ahmed
4cff206ebb 🐛 Fix FastAPI People GitHub Action: set HTTPX timeout for GraphQL query request (#5222)
Co-authored-by: Irfanuddin <irfanuddin@knowledgelens.com>
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2022-09-04 15:07:12 +00:00
github-actions
0195bb5706 📝 Update release notes 2022-09-04 14:57:04 +00:00
baconfield
0ae8d09189 ✏ Update Hypercorn link, now pointing to GitHub (#5346)
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2022-09-04 14:56:29 +00:00
github-actions
9df22ab864 📝 Update release notes 2022-09-04 14:28:31 +00:00
Vladislav Kramorenko
81967f8f93 🌐 Add Russian translation for docs/ru/docs/features.md (#5315)
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2022-09-04 16:27:48 +02:00
github-actions
7dd4a4f435 📝 Update release notes 2022-09-04 14:00:36 +00:00
github-actions
94b7527dfd 📝 Update release notes 2022-09-04 14:00:22 +00:00
dependabot[bot]
a3a8d68715 ⬆ Bump dawidd6/action-download-artifact from 2.22.0 to 2.23.0 (#5321)
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2022-09-04 15:59:59 +02:00
pre-commit-ci[bot]
ee035dfa9a ⬆ [pre-commit.ci] pre-commit autoupdate (#5318)
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2022-09-04 15:59:46 +02:00
github-actions
5a79564dab 📝 Update release notes 2022-09-04 13:40:56 +00:00
ASpathfinder
dc1534736d 🌐 Update Chinese translation for docs/zh/docs/tutorial/request-files.md (#4529)
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2022-09-04 15:40:14 +02:00
github-actions
fc559b5fcd 📝 Update release notes 2022-09-04 13:39:50 +00:00
Zssaer
0d43b6552b 🌐 Add Chinese translation for docs/zh/docs/tutorial/encoder.md (#4969) 2022-09-04 15:39:06 +02:00
github-actions
89839eb834 📝 Update release notes 2022-09-04 13:38:49 +00:00
Peter Fackeldey
f266dc17d7 ✏ Tweak wording in docs/en/docs/advanced/dataclasses.md (#3698) 2022-09-04 15:37:47 +02:00
github-actions
697ec94a7e 📝 Update release notes 2022-09-04 13:29:46 +00:00
MendyLanda
ae369d879a 📝 Add note about Python 3.10 X | Y operator in explanation about Response Models (#5307) 2022-09-04 15:29:06 +02:00
github-actions
198b7ef2cb 📝 Update release notes 2022-09-04 13:24:23 +00:00
Mário Victor Ribeiro Silva
68e04f6531 🌐 Fix MkDocs file line for Portuguese translation of background-task.md (#5242)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-04 13:23:34 +00:00
github-actions
c00e1ec6bf 📝 Update release notes 2022-09-04 13:18:44 +00:00
非法操作
d3ff7c620a ✏ Fix a small code highlight line error (#5256) 2022-09-04 15:18:08 +02:00
github-actions
fae28a9bd7 📝 Update release notes 2022-09-04 13:01:40 +00:00
sjyothi54
0e7478d39c 📝 Add link to New Relic article: "How to monitor FastAPI application performance using Python agent" (#5260)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-04 15:01:08 +02:00
github-actions
dbb43da9c0 📝 Update release notes 2022-09-03 17:13:24 +00:00
Charlie DiGiovanna
56f887de15 🐛 Make sure a parameter defined as required is kept required in OpenAPI even if defined as optional in another dependency (#4319)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-03 17:12:41 +00:00
github-actions
fbe1a803fc 📝 Update release notes 2022-09-02 13:36:48 +00:00
Junghoon Yang
52b5b08910 ♻ Internal small refactor, move operation_id parameter position in delete method for consistency with the code (#4474)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-02 13:36:00 +00:00
github-actions
e7e6404faf 📝 Update release notes 2022-09-02 12:44:09 +00:00
Marcelo Trylesinski
30b3905ef3 Support Python internal description on Pydantic model's docstring (#3032)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-02 14:43:21 +02:00
github-actions
b1d0f1e970 📝 Update release notes 2022-09-02 10:18:09 +00:00
abc.zxy
7250c194da Update ORJSONResponse to support non str keys and serializing Numpy arrays (#3892)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
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2022-09-02 10:17:31 +00:00
github-actions
173b891603 📝 Update release notes 2022-09-02 09:53:06 +00:00
Sebastián Ramírez
6ae8f07d24 🔧 Update sponsors, disable ImgWhale (#5338) 2022-09-02 09:52:19 +00:00
github-actions
b83709add4 📝 Update release notes 2022-09-01 09:59:45 +00:00
Ben Falk
a71077c530 📝 Update docs for ORJSONResponse with details about improving performance (#2615)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-01 09:59:05 +00:00
github-actions
278adc012a 📝 Update release notes 2022-09-01 09:33:10 +00:00
Sebastián Ramírez
356a57daa8 📝 Add docs for creating a custom Response class (#5331) 2022-09-01 09:32:30 +00:00
github-actions
b9d7f86743 📝 Update release notes 2022-09-01 09:06:24 +00:00
Sebastián Ramírez
adf4e77dd6 📝 Add tip about using alias for form data fields (#5329) 2022-09-01 09:05:41 +00:00
github-actions
0e1a9d1c0f 📝 Update release notes 2022-09-01 08:51:37 +00:00
David Brochart
d8b6aa630c 🐛 Fix support for path parameters in WebSockets (#3879)
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Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-09-01 10:50:47 +02:00
Sebastián Ramírez
0bb8920ae1 🔖 Release version 0.81.0 2022-08-26 17:18:44 +02:00
Sebastián Ramírez
95c182a42c 📝 Update release notes 2022-08-26 17:17:42 +02:00
github-actions
165d57db24 📝 Update release notes 2022-08-26 14:53:08 +00:00
Ihor Tymkiv
ae5280e501 ✏ Fix a simple typo in docs/en/docs/python-types.md (#5193)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-08-26 14:52:23 +00:00
github-actions
d4b2ef8137 📝 Update release notes 2022-08-26 14:46:06 +00:00
impocode
fd2080aece 🌐 Add Russian translation for docs/ru/docs/index.md (#5289) 2022-08-26 16:45:24 +02:00
github-actions
3c8d8c38a7 📝 Update release notes 2022-08-26 14:44:37 +00:00
Artyom Kropp
fa92dbf557 🌐 Add Russian translation for docs/ru/docs/deployment/versions.md (#4985) 2022-08-26 16:43:58 +02:00
github-actions
cd8854c4c7 📝 Update release notes 2022-08-26 14:43:25 +00:00
Bruno Artur Torres Lopes Pereira
b63398f4b5 🌐 Add Portuguese translation for docs/pt/docs/tutorial/header-params.md (#4921)
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2022-08-26 14:42:45 +00:00
github-actions
728b961d35 📝 Update release notes 2022-08-26 14:37:17 +00:00
supraaxdd
5e34cb1868 ✏ Fix typos in tests/test_schema_extra_examples.py (#5126) 2022-08-26 16:36:41 +02:00
github-actions
bbd34c55d5 📝 Update release notes 2022-08-26 14:35:47 +00:00
Roy Hyunjin Han
8a72d363c8 ✏ Fix typos in docs/en/docs/tutorial/path-params-numeric-validations.md (#5142) 2022-08-26 16:35:10 +02:00
github-actions
ee93ad952c 📝 Update release notes 2022-08-26 14:29:03 +00:00
dependabot[bot]
d26674616c ⬆ Bump dawidd6/action-download-artifact from 2.21.1 to 2.22.0 (#5258)
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2022-08-26 16:28:08 +02:00
github-actions
40a19fe261 📝 Update release notes 2022-08-26 14:27:09 +00:00
github-actions
8b4546352f 📝 Update release notes 2022-08-26 14:26:53 +00:00
Edwuin Gutierrez
b3f2f08251 📝 Add step about upgrading pip in the venv to avoid errors when installing dependencies docs/en/docs/contributing.md (#5181)
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2022-08-26 14:26:28 +00:00
pre-commit-ci[bot]
3d3a7dbe7e ⬆ [pre-commit.ci] pre-commit autoupdate (#5196)
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2022-08-26 16:26:10 +02:00
github-actions
d69b5f39b4 📝 Update release notes 2022-08-26 14:23:22 +00:00
Pedro Augusto de Paula Barbosa
70213467a6 ✏ Reword and clarify text in tutorial docs/en/docs/tutorial/body-nested-models.md (#5169) 2022-08-26 16:22:36 +02:00
github-actions
8d1d1703f4 📝 Update release notes 2022-08-26 14:21:42 +00:00
Charlie Wilson
1285ba4b2e ✏ Fix minor typo in docs/en/docs/features.md (#5206) 2022-08-26 16:20:57 +02:00
github-actions
6bbfd27c19 📝 Update release notes 2022-08-26 14:11:39 +00:00
github-actions
4c0b9b831c 📝 Update release notes 2022-08-26 14:11:05 +00:00
Burak Kadir Er
9e6dcba766 ✏ Fix minor typos in docs/en/docs/async.md (#5125)
Co-authored-by: Sebastián Ramírez <tiangolo@gmail.com>
2022-08-26 14:10:53 +00:00
KrishNa
e1825589ba 📝 Add external link to docs: "Fastapi, Docker(Docker compose) and Postgres" (#5033) 2022-08-26 16:10:17 +02:00
github-actions
acc59df815 📝 Update release notes 2022-08-26 14:09:23 +00:00
Seungho Kim
d86b54e79b 🔥 Delete duplicated tests in tests/test_tutorial/test_sql_databases/test_sql_databases.py (#5040) 2022-08-26 16:08:45 +02:00
github-actions
6b77179e3b 📝 Update release notes 2022-08-26 13:57:25 +00:00
github-actions
8dab25df71 📝 Update release notes 2022-08-26 13:56:54 +00:00
Luis R
22bed0008c 🐛 Fix jsonable_encoder for dataclasses with pydantic-compatible fields (#3607)
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2022-08-26 15:56:47 +02:00
Erik Vroon
de6ccd7754 Add ReDoc <noscript> warning when JS is disabled (#5074)
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2022-08-26 13:56:07 +00:00
github-actions
26c68c6e0d 📝 Update release notes 2022-08-26 13:47:11 +00:00
pylounge
dc10b81d05 ♻ Simplify internal RegEx in fastapi/utils.py (#5057)
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2022-08-26 15:46:22 +02:00
github-actions
1f2070af20 📝 Update release notes 2022-08-26 13:44:50 +00:00
LYK
a95212565a 🌐 Update ko/mkdocs.yml for a missing link (#5020)
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2022-08-26 13:44:02 +00:00
github-actions
d80b065b5e 📝 Update release notes 2022-08-26 13:33:08 +00:00
Adrian Garcia Badaracco
dde140d8e3 📝 Simplify example for docs for Additional Responses, remove unnecessary else (#4693) 2022-08-26 15:32:30 +02:00
github-actions
96c3f44a0e 📝 Update release notes 2022-08-26 13:30:28 +00:00
David Kim
0539dd9cd3 🔧 Fix Type hint of auto_error which does not need to be Optional[bool] (#4933) 2022-08-26 15:29:50 +02:00
github-actions
aaf5a380df 📝 Update release notes 2022-08-26 13:27:07 +00:00
Micael Jarniac
e3c055ba8f 📝 Update docs, compare enums with identity instead of equality (#4905) 2022-08-26 15:26:03 +02:00
github-actions
afe44f0b25 📝 Update release notes 2022-08-26 13:25:48 +00:00
Michael Oliver
8cd8aa4b67 🔧 Update mypy config, use strict = true instead of manual configs (#4605)
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2022-08-26 15:25:02 +02:00
github-actions
26097421d3 📝 Update release notes 2022-08-26 13:24:42 +00:00
github-actions
3df68694c0 📝 Update release notes 2022-08-26 13:24:10 +00:00
Micael Jarniac
f3e9dcd891 ✏ Fix typo in docs/en/docs/python-types.md (#4886)
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2022-08-26 13:24:04 +00:00
Shahriyar Rzayev
00bdf533ef ♻ Change a dict() for {} in fastapi/utils.py (#3138) 2022-08-26 15:23:25 +02:00
github-actions
ae56590c51 📝 Update release notes 2022-08-26 13:17:25 +00:00
github-actions
923e0ac0c1 📝 Update release notes 2022-08-26 13:17:04 +00:00
Guillermo Quintana Pelayo
a64387c3fc ♻ Move internal variable for errors in jsonable_encoder to put related code closer (#4560)
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2022-08-26 13:16:44 +00:00
Muzaffer Cikay
c8124496fc ♻ Simplify conditional assignment in fastapi/dependencies/utils.py (#4597)
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2022-08-26 13:16:17 +00:00
github-actions
75792eb82b 📝 Update release notes 2022-08-26 13:05:26 +00:00
Joon Hwan 김준환
bb53d0b0ea 🎨 Fix syntax highlighting in docs for OpenAPI Callbacks (#4368)
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2022-08-26 15:04:48 +02:00
github-actions
f928f3390c 📝 Update release notes 2022-08-26 09:42:03 +00:00
James Curtin
d5c84594cb ⬆ Upgrade version pin accepted for Flake8, for internal code, to flake8 >=3.8.3,<6.0.0 (#4097)
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2022-08-26 11:41:23 +02:00
github-actions
0968329ed7 📝 Update release notes 2022-08-26 09:26:59 +00:00
Ori Levari
880c8b37cf 🐛 Fix support for extending openapi_extras with parameter lists (#4267)
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2022-08-26 09:26:20 +00:00
github-actions
92181ef182 📝 Update release notes 2022-08-25 21:53:36 +00:00
juntatalor
ca2fae0588 Add support for FrozenSet in parameters (e.g. query) (#2938)
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2022-08-25 23:52:53 +02:00
github-actions
af3a6ef78b 📝 Update release notes 2022-08-25 21:45:33 +00:00
Andy Challis
eb3ab337ab Allow custom middlewares to raise HTTPExceptions and propagate them (#2036)
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2022-08-25 23:44:40 +02:00
github-actions
5215b39d50 📝 Update release notes 2022-08-25 09:56:40 +00:00
Sidharth Ajithkumar
9359a8d65f Preserve json.JSONDecodeError information when handling invalid JSON in request body, to support custom exception handlers that use its information (#4057)
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2022-08-25 11:55:53 +02:00
github-actions
afaa0391a5 📝 Update release notes 2022-08-24 21:36:15 +00:00
Caleb Renfroe
438656395a ✏ Reword confusing sentence in docs file typo-fix-path-params-numeric-validations.md (#3219)
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2022-08-24 21:35:30 +00:00
github-actions
39319a7ede 📝 Update release notes 2022-08-24 14:54:27 +00:00
Kevin Tewouda
8c6ad35615 📝 Update docs for handling HTTP Basic Auth with secrets.compare_digest() to account for non-ASCII characters (#3536)
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3b5839260f 🌐 Add Persian translation for docs/fa/docs/index.md and tweak right-to-left CSS (#2395)
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2022-07-20 12:25:23 +00:00
159 changed files with 4205 additions and 1063 deletions

View File

@@ -8,7 +8,7 @@ uk: 1748
tr: 1892
fr: 1972
ko: 2017
sq: 2041
fa: 2041
pl: 3169
de: 3716
id: 3717

View File

@@ -260,6 +260,7 @@ class Settings(BaseSettings):
input_token: SecretStr
input_standard_token: SecretStr
github_repository: str
httpx_timeout: int = 30
def get_graphql_response(
@@ -270,9 +271,10 @@ def get_graphql_response(
response = httpx.post(
github_graphql_url,
headers=headers,
timeout=settings.httpx_timeout,
json={"query": query, "variables": variables, "operationName": "Q"},
)
if not response.status_code == 200:
if response.status_code != 200:
logging.error(f"Response was not 200, after: {after}")
logging.error(response.text)
raise RuntimeError(response.text)

View File

@@ -23,17 +23,14 @@ jobs:
with:
path: ${{ env.pythonLocation }}
key: ${{ runner.os }}-python-docs-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-v03
- name: Install Flit
if: steps.cache.outputs.cache-hit != 'true'
run: python3.7 -m pip install flit
- name: Install docs extras
if: steps.cache.outputs.cache-hit != 'true'
run: python3.7 -m flit install --deps production --extras doc
run: pip install .[doc]
- name: Install Material for MkDocs Insiders
if: ( github.event_name != 'pull_request' || github.event.pull_request.head.repo.fork == false ) && steps.cache.outputs.cache-hit != 'true'
run: pip install git+https://${{ secrets.ACTIONS_TOKEN }}@github.com/squidfunk/mkdocs-material-insiders.git
- name: Build Docs
run: python3.7 ./scripts/docs.py build-all
run: python ./scripts/docs.py build-all
- name: Zip docs
run: bash ./scripts/zip-docs.sh
- uses: actions/upload-artifact@v3

View File

@@ -12,7 +12,7 @@ jobs:
steps:
- uses: actions/checkout@v3
- name: Download Artifact Docs
uses: dawidd6/action-download-artifact@v2.21.1
uses: dawidd6/action-download-artifact@v2.23.0
with:
github_token: ${{ secrets.GITHUB_TOKEN }}
workflow: build-docs.yml

View File

@@ -17,23 +17,21 @@ jobs:
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: "3.6"
python-version: "3.7"
- uses: actions/cache@v3
id: cache
with:
path: ${{ env.pythonLocation }}
key: ${{ runner.os }}-python-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-publish
- name: Install Flit
- name: Install build dependencies
if: steps.cache.outputs.cache-hit != 'true'
run: pip install flit
- name: Install Dependencies
if: steps.cache.outputs.cache-hit != 'true'
run: flit install --symlink
run: pip install build
- name: Build distribution
run: python -m build
- name: Publish
env:
FLIT_USERNAME: ${{ secrets.FLIT_USERNAME }}
FLIT_PASSWORD: ${{ secrets.FLIT_PASSWORD }}
run: bash scripts/publish.sh
uses: pypa/gh-action-pypi-publish@v1.5.1
with:
password: ${{ secrets.PYPI_API_TOKEN }}
- name: Dump GitHub context
env:
GITHUB_CONTEXT: ${{ toJson(github) }}

View File

@@ -12,7 +12,7 @@ jobs:
runs-on: ubuntu-latest
strategy:
matrix:
python-version: ["3.6", "3.7", "3.8", "3.9", "3.10"]
python-version: ["3.7", "3.8", "3.9", "3.10"]
fail-fast: false
steps:
@@ -26,14 +26,10 @@ jobs:
with:
path: ${{ env.pythonLocation }}
key: ${{ runner.os }}-python-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-test-v02
- name: Install Flit
if: steps.cache.outputs.cache-hit != 'true'
run: pip install flit
- name: Install Dependencies
if: steps.cache.outputs.cache-hit != 'true'
run: flit install --symlink
run: pip install -e .[all,dev,doc,test]
- name: Lint
if: ${{ matrix.python-version != '3.6' }}
run: bash scripts/lint.sh
- name: Test
run: bash scripts/test.sh

View File

@@ -12,14 +12,14 @@ repos:
- id: end-of-file-fixer
- id: trailing-whitespace
- repo: https://github.com/asottile/pyupgrade
rev: v2.37.1
rev: v2.37.3
hooks:
- id: pyupgrade
args:
- --py3-plus
- --keep-runtime-typing
- repo: https://github.com/myint/autoflake
rev: v1.4
rev: v1.5.3
hooks:
- id: autoflake
args:
@@ -43,7 +43,7 @@ repos:
name: isort (pyi)
types: [pyi]
- repo: https://github.com/psf/black
rev: 22.6.0
rev: 22.8.0
hooks:
- id: black
ci:

View File

@@ -27,12 +27,11 @@
---
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints.
The key features are:
* **Fast**: Very high performance, on par with **NodeJS** and **Go** (thanks to Starlette and Pydantic). [One of the fastest Python frameworks available](#performance).
* **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. *
* **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.
@@ -47,9 +46,9 @@ The key features are:
<!-- sponsors -->
<a href="https://bit.ly/3PjOZqc" target="_blank" title="DiscoArt: Create compelling Disco Diffusion artworks in just one line"><img src="https://fastapi.tiangolo.com/img/sponsors/jina-ai.png"></a>
<a href="https://bit.ly/3dmXC5S" target="_blank" title="The data structure for unstructured multimodal data"><img src="https://fastapi.tiangolo.com/img/sponsors/docarray.svg"></a>
<a href="https://bit.ly/3JJ7y5C" target="_blank" title="Build cross-modal and multimodal applications on the cloud"><img src="https://fastapi.tiangolo.com/img/sponsors/jina2.svg"></a>
<a href="https://cryptapi.io/" target="_blank" title="CryptAPI: Your easy to use, secure and privacy oriented payment gateway."><img src="https://fastapi.tiangolo.com/img/sponsors/cryptapi.svg"></a>
<a href="https://app.imgwhale.xyz/" target="_blank" title="The ultimate solution to unlimited and forever cloud storage."><img src="https://fastapi.tiangolo.com/img/sponsors/imgwhale.svg"></a>
<a href="https://doist.com/careers/9B437B1615-wa-senior-backend-engineer-python" target="_blank" title="Help us migrate doist to FastAPI"><img src="https://fastapi.tiangolo.com/img/sponsors/doist.svg"></a>
<a href="https://www.deta.sh/?ref=fastapi" target="_blank" title="The launchpad for all your (team's) ideas"><img src="https://fastapi.tiangolo.com/img/sponsors/deta.svg"></a>
<a href="https://www.investsuite.com/jobs" target="_blank" title="Wealthtech jobs with FastAPI"><img src="https://fastapi.tiangolo.com/img/sponsors/investsuite.svg"></a>
@@ -113,7 +112,7 @@ If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be
## Requirements
Python 3.6+
Python 3.7+
FastAPI stands on the shoulders of giants:
@@ -132,7 +131,7 @@ $ pip install fastapi
</div>
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://gitlab.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://github.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
<div class="termy">
@@ -329,7 +328,7 @@ You do that with standard modern Python types.
You don't have to learn a new syntax, the methods or classes of a specific library, etc.
Just standard **Python 3.6+**.
Just standard **Python 3.7+**.
For example, for an `int`:

View File

@@ -6,7 +6,7 @@ Learn more about it below. 👇
## Versions
The latest versions of FastAPI are supported.
The latest version of FastAPI is supported.
You are encouraged to [write tests](https://fastapi.tiangolo.com/tutorial/testing/) for your application and update your FastAPI version frequently after ensuring that your tests are passing. This way you will benefit from the latest features, bug fixes, and **security fixes**.

View File

@@ -75,6 +75,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

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@@ -97,7 +97,7 @@ Hierdurch werden Sie nie wieder einen falschen Schlüsselnamen benutzen und spar
### Kompakt
FastAPI nutzt für alles sinnvolle **Standard-Einstellungen**, welche optional überall konfiguriert werden können. Alle Parameter können ganz genau an Ihre Bedürfnisse angepasst werden, sodass sie genau die API definieren können, die sie brauchen.
FastAPI nutzt für alles sensible **Standard-Einstellungen**, welche optional überall konfiguriert werden können. Alle Parameter können ganz genau an Ihre Bedürfnisse angepasst werden, sodass sie genau die API definieren können, die sie brauchen.
Aber standardmäßig, **"funktioniert einfach"** alles.
@@ -119,9 +119,9 @@ Die gesamte Validierung übernimmt das etablierte und robuste **Pydantic**.
### Sicherheit und Authentifizierung
Sicherheit und Authentifizierung integriert. Ohne einen Kompromiss aufgrund einer Datenbank oder den Datenentitäten.
Integrierte Sicherheit und Authentifizierung. Ohne Kompromisse bei Datenbanken oder Datenmodellen.
Unterstützt alle von OpenAPI definierten Sicherheitsschemata, hierzu gehören:
Unterstützt werden alle von OpenAPI definierten Sicherheitsschemata, hierzu gehören:
* HTTP Basis Authentifizierung.
* **OAuth2** (auch mit **JWT Zugriffstokens**). Schauen Sie sich hierzu dieses Tutorial an: [OAuth2 mit JWT](tutorial/security/oauth2-jwt.md){.internal-link target=_blank}.
@@ -142,8 +142,8 @@ FastAPI enthält ein extrem einfaches, aber extrem mächtiges <abbr title='oft v
* **Automatische Umsetzung** durch FastAPI.
* Alle abhängigen Komponenten könnten Daten von Anfragen, **Erweiterungen der Pfadoperations-**Einschränkungen und der automatisierten Dokumentation benötigen.
* **Automatische Validierung** selbst für *Pfadoperationen*-Parameter, die in den Abhängigkeiten definiert wurden.
* Unterstützt komplexe Benutzerauthentifizierungssysteme, mit **Datenbankverbindungen**, usw.
* **Keine Kompromisse** bei Datenbanken, Eingabemasken, usw., sondern einfache Integration von allen.
* Unterstützt komplexe Benutzerauthentifizierungssysteme, **Datenbankverbindungen**, usw.
* **Keine Kompromisse** bei Datenbanken, Eingabemasken, usw. Sondern einfache Integration von allen.
### Unbegrenzte Erweiterungen
@@ -165,7 +165,7 @@ Jede Integration wurde so entworfen, dass sie einfach zu nutzen ist (mit Abhäng
Mit **FastAPI** bekommen Sie viele von **Starlette**'s Funktionen (da FastAPI nur Starlette auf Steroiden ist):
* Stark beeindruckende Performanz. Es ist <a href="https://github.com/encode/starlette#performance" class="external-link" target="_blank">eines der schnellsten Python frameworks, auf Augenhöhe mit **NodeJS** und **Go**</a>.
* Stark beeindruckende Performanz. Es ist <a href="https://github.com/encode/starlette#performance" class="external-link" target="_blank">eines der schnellsten Python Frameworks, auf Augenhöhe mit **NodeJS** und **Go**</a>.
* **WebSocket**-Unterstützung.
* Hintergrundaufgaben im selben Prozess.
* Ereignisse für das Starten und Herunterfahren.
@@ -196,8 +196,8 @@ Mit **FastAPI** bekommen Sie alle Funktionen von **Pydantic** (da FastAPI für d
* In <a href="https://pydantic-docs.helpmanual.io/benchmarks/" class="external-link" target="_blank">Vergleichen</a> ist Pydantic schneller als jede andere getestete Bibliothek.
* Validierung von **komplexen Strukturen**:
* Benutzung von hierachischen Pydantic Schemata, Python `typing`s `List` und `Dict`, etc.
* Validierungen erlauben klare und einfache Datenschemadefinition, überprüft und dokumentiert als JSON Schema.
* Validierungen erlauben eine klare und einfache Datenschemadefinition, überprüft und dokumentiert als JSON Schema.
* Sie können stark **verschachtelte JSON** Objekte haben und diese sind trotzdem validiert und annotiert.
* **Erweiterbar**:
* Pydantic erlaubt die Definition von eigenen Datentypen oder Sie können die Validierung mit einer `validator` dekorierten Methode erweitern..
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@@ -111,7 +111,7 @@ If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be
## Requirements
Python 3.6+
Python 3.7+
FastAPI stands on the shoulders of giants:
@@ -135,7 +135,7 @@ You will also need an ASGI server, for production such as <a href="https://www.u
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

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@@ -76,6 +76,8 @@ markdown_extensions:
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- attr_list
- md_in_html
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title: Fastapi, Docker(Docker compose) and Postgres
german:
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author_link: https://twitter.com/_nicoax

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avatarUrl: https://avatars.githubusercontent.com/u/67154681?u=5d634834cc514028ea3f9115f7030b99a1f4d5a4&v=4
@@ -424,6 +420,14 @@ top_reviewers:
count: 12
avatarUrl: https://avatars.githubusercontent.com/u/31848542?u=efb5b45b55584450507834f279ce48d4d64dea2f&v=4
url: https://github.com/RunningIkkyu
- login: odiseo0
count: 12
avatarUrl: https://avatars.githubusercontent.com/u/87550035?u=ab724eae71c3fe1cf81e8dc76e73415da926ef7d&v=4
url: https://github.com/odiseo0
- login: LorhanSohaky
count: 11
avatarUrl: https://avatars.githubusercontent.com/u/16273730?u=095b66f243a2cd6a0aadba9a095009f8aaf18393&v=4
url: https://github.com/LorhanSohaky
- login: solomein-sv
count: 11
avatarUrl: https://avatars.githubusercontent.com/u/46193920?u=46acfb4aeefb1d7b9fdc5a8cbd9eb8744683c47a&v=4
@@ -440,10 +444,10 @@ top_reviewers:
count: 10
avatarUrl: https://avatars.githubusercontent.com/u/7887703?v=4
url: https://github.com/maoyibo
- login: odiseo0
- login: ComicShrimp
count: 10
avatarUrl: https://avatars.githubusercontent.com/u/87550035?u=ab724eae71c3fe1cf81e8dc76e73415da926ef7d&v=4
url: https://github.com/odiseo0
avatarUrl: https://avatars.githubusercontent.com/u/43503750?u=b3e4d9a14d9a65d429ce62c566aef73178b7111d&v=4
url: https://github.com/ComicShrimp
- login: graingert
count: 9
avatarUrl: https://avatars.githubusercontent.com/u/413772?v=4
@@ -460,6 +464,10 @@ top_reviewers:
count: 9
avatarUrl: https://avatars.githubusercontent.com/u/69092910?u=4ac58eab99bd37d663f3d23551df96d4fbdbf760&v=4
url: https://github.com/bezaca
- login: izaguerreiro
count: 8
avatarUrl: https://avatars.githubusercontent.com/u/2241504?v=4
url: https://github.com/izaguerreiro
- login: raphaelauv
count: 8
avatarUrl: https://avatars.githubusercontent.com/u/10202690?u=e6f86f5c0c3026a15d6b51792fa3e532b12f1371&v=4
@@ -472,10 +480,6 @@ top_reviewers:
count: 8
avatarUrl: https://avatars.githubusercontent.com/u/5690226?v=4
url: https://github.com/rogerbrinkmann
- login: ComicShrimp
count: 8
avatarUrl: https://avatars.githubusercontent.com/u/43503750?u=b3e4d9a14d9a65d429ce62c566aef73178b7111d&v=4
url: https://github.com/ComicShrimp
- login: NinaHwang
count: 8
avatarUrl: https://avatars.githubusercontent.com/u/79563565?u=1741703bd6c8f491503354b363a86e879b4c1cab&v=4
@@ -488,6 +492,10 @@ top_reviewers:
count: 7
avatarUrl: https://avatars.githubusercontent.com/u/22691749?u=4795b880e13ca33a73e52fc0ef7dc9c60c8fce47&v=4
url: https://github.com/Serrones
- login: jovicon
count: 7
avatarUrl: https://avatars.githubusercontent.com/u/21287303?u=b049eac3e51a4c0473c2efe66b4d28a7d8f2b572&v=4
url: https://github.com/jovicon
- login: ryuckel
count: 7
avatarUrl: https://avatars.githubusercontent.com/u/36391432?u=094eec0cfddd5013f76f31e55e56147d78b19553&v=4
@@ -500,15 +508,3 @@ top_reviewers:
count: 7
avatarUrl: https://avatars.githubusercontent.com/u/1405026?v=4
url: https://github.com/Mause
- login: wakabame
count: 7
avatarUrl: https://avatars.githubusercontent.com/u/35513518?v=4
url: https://github.com/wakabame
- login: AlexandreBiguet
count: 7
avatarUrl: https://avatars.githubusercontent.com/u/1483079?u=ff926455cd4cab03c6c49441aa5dc2b21df3e266&v=4
url: https://github.com/AlexandreBiguet
- login: krocdort
count: 7
avatarUrl: https://avatars.githubusercontent.com/u/34248814?v=4
url: https://github.com/krocdort

View File

@@ -1,13 +1,13 @@
gold:
- url: https://bit.ly/3PjOZqc
title: "DiscoArt: Create compelling Disco Diffusion artworks in just one line"
img: https://fastapi.tiangolo.com/img/sponsors/jina-ai.png
- url: https://bit.ly/3dmXC5S
title: The data structure for unstructured multimodal data
img: https://fastapi.tiangolo.com/img/sponsors/docarray.svg
- url: https://bit.ly/3JJ7y5C
title: Build cross-modal and multimodal applications on the cloud
img: https://fastapi.tiangolo.com/img/sponsors/jina2.svg
- url: https://cryptapi.io/
title: "CryptAPI: Your easy to use, secure and privacy oriented payment gateway."
img: https://fastapi.tiangolo.com/img/sponsors/cryptapi.svg
- url: https://app.imgwhale.xyz/
title: The ultimate solution to unlimited and forever cloud storage.
img: https://fastapi.tiangolo.com/img/sponsors/imgwhale.svg
- url: https://doist.com/careers/9B437B1615-wa-senior-backend-engineer-python
title: Help us migrate doist to FastAPI
img: https://fastapi.tiangolo.com/img/sponsors/doist.svg
@@ -37,6 +37,6 @@ bronze:
- url: https://www.exoflare.com/open-source/?utm_source=FastAPI&utm_campaign=open_source
title: Biosecurity risk assessments made easy.
img: https://fastapi.tiangolo.com/img/sponsors/exoflare.png
- url: https://striveworks.us/careers?utm_source=fastapi&utm_medium=sponsor_banner&utm_campaign=feb_march#openings
- url: https://bit.ly/3ccLCmM
title: https://striveworks.us/careers
img: https://fastapi.tiangolo.com/img/sponsors/striveworks.png
img: https://fastapi.tiangolo.com/img/sponsors/striveworks2.png

View File

@@ -23,7 +23,7 @@ Each of those response `dict`s can have a key `model`, containing a Pydantic mod
For example, to declare another response with a status code `404` and a Pydantic model `Message`, you can write:
```Python hl_lines="18 23"
```Python hl_lines="18 22"
{!../../../docs_src/additional_responses/tutorial001.py!}
```

View File

@@ -26,13 +26,23 @@ The important difference for us is that with HTTPX we are not limited to synchro
## Example
For a simple example, let's consider the following `main.py` module:
For a simple example, let's consider a file structure similar to the one described in [Bigger Applications](../tutorial/bigger-applications.md){.internal-link target=_blank} and [Testing](../tutorial/testing.md){.internal-link target=_blank}:
```
.
├── app
│   ├── __init__.py
│   ├── main.py
│   └── test_main.py
```
The file `main.py` would have:
```Python
{!../../../docs_src/async_tests/main.py!}
```
The `test_main.py` module that contains the tests for `main.py` could look like this now:
The file `test_main.py` would have the tests for `main.py`, it could look like this now:
```Python
{!../../../docs_src/async_tests/test_main.py!}

View File

@@ -21,6 +21,12 @@ For example, if you are squeezing performance, you can install and use <a href="
Import the `Response` class (sub-class) you want to use and declare it in the *path operation decorator*.
For large responses, returning a `Response` directly is much faster than returning a dictionary.
This is because by default, FastAPI will inspect every item inside and make sure it is serializable with JSON, using the same [JSON Compatible Encoder](../tutorial/encoder.md){.internal-link target=_blank} explained in the tutorial. This is what allows you to return **arbitrary objects**, for example database models.
But if you are certain that the content that you are returning is **serializable with JSON**, you can pass it directly to the response class and avoid the extra overhead that FastAPI would have by passing your return content through the `jsonable_encoder` before passing it to the response class.
```Python hl_lines="2 7"
{!../../../docs_src/custom_response/tutorial001b.py!}
```
@@ -244,6 +250,36 @@ You can also use the `response_class` parameter:
In this case, you can return the file path directly from your *path operation* function.
## Custom response class
You can create your own custom response class, inheriting from `Response` and using it.
For example, let's say that you want to use <a href="https://github.com/ijl/orjson" class="external-link" target="_blank">`orjson`</a>, but with some custom settings not used in the included `ORJSONResponse` class.
Let's say you want it to return indented and formatted JSON, so you want to use the orjson option `orjson.OPT_INDENT_2`.
You could create a `CustomORJSONResponse`. The main thing you have to do is create a `Response.render(content)` method that returns the content as `bytes`:
```Python hl_lines="9-14 17"
{!../../../docs_src/custom_response/tutorial009c.py!}
```
Now instead of returning:
```json
{"message": "Hello World"}
```
...this response will return:
```json
{
"message": "Hello World"
}
```
Of course, you will probably find much better ways to take advantage of this than formatting JSON. 😉
## Default response class
When creating a **FastAPI** class instance or an `APIRouter` you can specify which response class to use by default.

View File

@@ -8,7 +8,7 @@ But FastAPI also supports using <a href="https://docs.python.org/3/library/datac
{!../../../docs_src/dataclasses/tutorial001.py!}
```
This is still thanks to **Pydantic**, as it has <a href="https://pydantic-docs.helpmanual.io/usage/dataclasses/#use-of-stdlib-dataclasses-with-basemodel" class="external-link" target="_blank">internal support for `dataclasses`</a>.
This is still supported thanks to **Pydantic**, as it has <a href="https://pydantic-docs.helpmanual.io/usage/dataclasses/#use-of-stdlib-dataclasses-with-basemodel" class="external-link" target="_blank">internal support for `dataclasses`</a>.
So, even with the code above that doesn't use Pydantic explicitly, FastAPI is using Pydantic to convert those standard dataclasses to Pydantic's own flavor of dataclasses.

View File

@@ -31,7 +31,7 @@ It will have a *path operation* that will receive an `Invoice` body, and a query
This part is pretty normal, most of the code is probably already familiar to you:
```Python hl_lines="10-14 37-54"
```Python hl_lines="9-13 36-53"
{!../../../docs_src/openapi_callbacks/tutorial001.py!}
```
@@ -83,7 +83,7 @@ So we are going to use that same knowledge to document how the *external API* sh
First create a new `APIRouter` that will contain one or more callbacks.
```Python hl_lines="5 26"
```Python hl_lines="3 25"
{!../../../docs_src/openapi_callbacks/tutorial001.py!}
```
@@ -96,7 +96,7 @@ It should look just like a normal FastAPI *path operation*:
* It should probably have a declaration of the body it should receive, e.g. `body: InvoiceEvent`.
* And it could also have a declaration of the response it should return, e.g. `response_model=InvoiceEventReceived`.
```Python hl_lines="17-19 22-23 29-33"
```Python hl_lines="16-18 21-22 28-32"
{!../../../docs_src/openapi_callbacks/tutorial001.py!}
```
@@ -163,7 +163,7 @@ At this point you have the *callback path operation(s)* needed (the one(s) that
Now use the parameter `callbacks` in *your API's path operation decorator* to pass the attribute `.routes` (that's actually just a `list` of routes/*path operations*) from that callback router:
```Python hl_lines="36"
```Python hl_lines="35"
{!../../../docs_src/openapi_callbacks/tutorial001.py!}
```

View File

@@ -34,13 +34,19 @@ Here's a more complete example.
Use a dependency to check if the username and password are correct.
For this, use the Python standard module <a href="https://docs.python.org/3/library/secrets.html" class="external-link" target="_blank">`secrets`</a> to check the username and password:
For this, use the Python standard module <a href="https://docs.python.org/3/library/secrets.html" class="external-link" target="_blank">`secrets`</a> to check the username and password.
```Python hl_lines="1 11-13"
`secrets.compare_digest()` needs to take `bytes` or a `str` that only contains ASCII characters (the ones in English), this means it wouldn't work with characters like `á`, as in `Sebastián`.
To handle that, we first convert the `username` and `password` to `bytes` encoding them with UTF-8.
Then we can use `secrets.compare_digest()` to ensure that `credentials.username` is `"stanleyjobson"`, and that `credentials.password` is `"swordfish"`.
```Python hl_lines="1 11-21"
{!../../../docs_src/security/tutorial007.py!}
```
This will ensure that `credentials.username` is `"stanleyjobson"`, and that `credentials.password` is `"swordfish"`. This would be similar to:
This would be similar to:
```Python
if not (credentials.username == "stanleyjobson") or not (credentials.password == "swordfish"):
@@ -102,6 +108,6 @@ That way, using `secrets.compare_digest()` in your application code, it will be
After detecting that the credentials are incorrect, return an `HTTPException` with a status code 401 (the same returned when no credentials are provided) and add the header `WWW-Authenticate` to make the browser show the login prompt again:
```Python hl_lines="15-19"
```Python hl_lines="23-27"
{!../../../docs_src/security/tutorial007.py!}
```

View File

@@ -2,6 +2,20 @@
You can use <a href="https://developer.mozilla.org/en-US/docs/Web/API/WebSockets_API" class="external-link" target="_blank">WebSockets</a> with **FastAPI**.
## Install `WebSockets`
First you need to install `WebSockets`:
<div class="termy">
```console
$ pip install websockets
---> 100%
```
</div>
## WebSockets client
### In production

View File

@@ -26,7 +26,7 @@ async def read_results():
---
If you are using a third party library that communicates with something (a database, an API, the file system, etc) and doesn't have support for using `await`, (this is currently the case for most database libraries), then declare your *path operation functions* as normally, with just `def`, like:
If you are using a third party library that communicates with something (a database, an API, the file system, etc.) and doesn't have support for using `await`, (this is currently the case for most database libraries), then declare your *path operation functions* as normally, with just `def`, like:
```Python hl_lines="2"
@app.get('/')
@@ -45,7 +45,7 @@ If you just don't know, use normal `def`.
---
**Note**: you can mix `def` and `async def` in your *path operation functions* as much as you need and define each one using the best option for you. FastAPI will do the right thing with them.
**Note**: You can mix `def` and `async def` in your *path operation functions* as much as you need and define each one using the best option for you. FastAPI will do the right thing with them.
Anyway, in any of the cases above, FastAPI will still work asynchronously and be extremely fast.
@@ -102,87 +102,117 @@ To see the difference, imagine the following story about burgers:
### Concurrent Burgers
<!-- The gender neutral cook emoji "🧑‍🍳" does not render well in browsers. In the meantime, I'm using a mix of male "👨‍🍳" and female "👩‍🍳" cooks. -->
You go with your crush to get fast food, you stand in line while the cashier takes the orders from the people in front of you. 😍
You go with your crush 😍 to get fast food 🍔, you stand in line while the cashier 💁 takes the orders from the people in front of you.
<img src="/img/async/concurrent-burgers/concurrent-burgers-01.png" class="illustration">
Then it's your turn, you place your order of 2 very fancy burgers 🍔 for your crush 😍 and you.
Then it's your turn, you place your order of 2 very fancy burgers for your crush and you. 🍔🍔
You pay 💸.
<img src="/img/async/concurrent-burgers/concurrent-burgers-02.png" class="illustration">
The cashier 💁 says something to the cook in the kitchen 👨‍🍳 so they know they have to prepare your burgers 🍔 (even though they are currently preparing the ones for the previous clients).
The cashier says something to the cook in the kitchen so they know they have to prepare your burgers (even though they are currently preparing the ones for the previous clients).
The cashier 💁 gives you the number of your turn.
<img src="/img/async/concurrent-burgers/concurrent-burgers-03.png" class="illustration">
While you are waiting, you go with your crush 😍 and pick a table, you sit and talk with your crush 😍 for a long time (as your burgers are very fancy and take some time to prepare ✨🍔✨).
You pay. 💸
As you are sitting at the table with your crush 😍, while you wait for the burgers 🍔, you can spend that time admiring how awesome, cute and smart your crush is ✨😍✨.
The cashier gives you the number of your turn.
While waiting and talking to your crush 😍, from time to time, you check the number displayed on the counter to see if it's your turn already.
<img src="/img/async/concurrent-burgers/concurrent-burgers-04.png" class="illustration">
Then at some point, it finally is your turn. You go to the counter, get your burgers 🍔 and come back to the table.
While you are waiting, you go with your crush and pick a table, you sit and talk with your crush for a long time (as your burgers are very fancy and take some time to prepare).
You and your crush 😍 eat the burgers 🍔 and have a nice time ✨.
As you are sitting at the table with your crush, while you wait for the burgers, you can spend that time admiring how awesome, cute and smart your crush is ✨😍✨.
<img src="/img/async/concurrent-burgers/concurrent-burgers-05.png" class="illustration">
While waiting and talking to your crush, from time to time, you check the number displayed on the counter to see if it's your turn already.
Then at some point, it finally is your turn. You go to the counter, get your burgers and come back to the table.
<img src="/img/async/concurrent-burgers/concurrent-burgers-06.png" class="illustration">
You and your crush eat the burgers and have a nice time. ✨
<img src="/img/async/concurrent-burgers/concurrent-burgers-07.png" class="illustration">
!!! info
Beautiful illustrations by <a href="https://www.instagram.com/ketrinadrawsalot" class="external-link" target="_blank">Ketrina Thompson</a>. 🎨
---
Imagine you are the computer / program 🤖 in that story.
While you are at the line, you are just idle 😴, waiting for your turn, not doing anything very "productive". But the line is fast because the cashier 💁 is only taking the orders (not preparing them), so that's fine.
While you are at the line, you are just idle 😴, waiting for your turn, not doing anything very "productive". But the line is fast because the cashier is only taking the orders (not preparing them), so that's fine.
Then, when it's your turn, you do actual "productive" work 🤓, you process the menu, decide what you want, get your crush's 😍 choice, pay 💸, check that you give the correct bill or card, check that you are charged correctly, check that the order has the correct items, etc.
Then, when it's your turn, you do actual "productive" work, you process the menu, decide what you want, get your crush's choice, pay, check that you give the correct bill or card, check that you are charged correctly, check that the order has the correct items, etc.
But then, even though you still don't have your burgers 🍔, your work with the cashier 💁 is "on pause" ⏸, because you have to wait 🕙 for your burgers to be ready.
But then, even though you still don't have your burgers, your work with the cashier is "on pause" ⏸, because you have to wait 🕙 for your burgers to be ready.
But as you go away from the counter and sit at the table with a number for your turn, you can switch 🔀 your attention to your crush 😍, and "work" ⏯ 🤓 on that. Then you are again doing something very "productive" 🤓, as is flirting with your crush 😍.
But as you go away from the counter and sit at the table with a number for your turn, you can switch 🔀 your attention to your crush, and "work" ⏯ 🤓 on that. Then you are again doing something very "productive" as is flirting with your crush 😍.
Then the cashier 💁 says "I'm finished with doing the burgers" 🍔 by putting your number on the counter's display, but you don't jump like crazy immediately when the displayed number changes to your turn number. You know no one will steal your burgers 🍔 because you have the number of your turn, and they have theirs.
Then the cashier 💁 says "I'm finished with doing the burgers" by putting your number on the counter's display, but you don't jump like crazy immediately when the displayed number changes to your turn number. You know no one will steal your burgers because you have the number of your turn, and they have theirs.
So you wait for your crush 😍 to finish the story (finish the current work ⏯ / task being processed 🤓), smile gently and say that you are going for the burgers ⏸.
So you wait for your crush to finish the story (finish the current work ⏯ / task being processed 🤓), smile gently and say that you are going for the burgers ⏸.
Then you go to the counter 🔀, to the initial task that is now finished ⏯, pick the burgers 🍔, say thanks and take them to the table. That finishes that step / task of interaction with the counter ⏹. That in turn, creates a new task, of "eating burgers" 🔀 ⏯, but the previous one of "getting burgers" is finished ⏹.
Then you go to the counter 🔀, to the initial task that is now finished ⏯, pick the burgers, say thanks and take them to the table. That finishes that step / task of interaction with the counter ⏹. That in turn, creates a new task, of "eating burgers" 🔀 ⏯, but the previous one of "getting burgers" is finished ⏹.
### Parallel Burgers
Now let's imagine these aren't "Concurrent Burgers", but "Parallel Burgers".
You go with your crush 😍 to get parallel fast food 🍔.
You go with your crush to get parallel fast food.
You stand in line while several (let's say 8) cashiers that at the same time are cooks 👩‍🍳👨‍🍳👩‍🍳👨‍🍳👩‍🍳👨‍🍳👩‍🍳👨‍🍳 take the orders from the people in front of you.
You stand in line while several (let's say 8) cashiers that at the same time are cooks take the orders from the people in front of you.
Everyone before you is waiting 🕙 for their burgers 🍔 to be ready before leaving the counter because each of the 8 cashiers goes and prepares the burger right away before getting the next order.
Everyone before you is waiting for their burgers to be ready before leaving the counter because each of the 8 cashiers goes and prepares the burger right away before getting the next order.
Then it's finally your turn, you place your order of 2 very fancy burgers 🍔 for your crush 😍 and you.
<img src="/img/async/parallel-burgers/parallel-burgers-01.png" class="illustration">
Then it's finally your turn, you place your order of 2 very fancy burgers for your crush and you.
You pay 💸.
The cashier goes to the kitchen 👨‍🍳.
<img src="/img/async/parallel-burgers/parallel-burgers-02.png" class="illustration">
You wait, standing in front of the counter 🕙, so that no one else takes your burgers 🍔 before you do, as there are no numbers for turns.
The cashier goes to the kitchen.
As you and your crush 😍 are busy not letting anyone get in front of you and take your burgers whenever they arrive 🕙, you cannot pay attention to your crush 😞.
You wait, standing in front of the counter 🕙, so that no one else takes your burgers before you do, as there are no numbers for turns.
This is "synchronous" work, you are "synchronized" with the cashier/cook 👨‍🍳. You have to wait 🕙 and be there at the exact moment that the cashier/cook 👨‍🍳 finishes the burgers 🍔 and gives them to you, or otherwise, someone else might take them.
<img src="/img/async/parallel-burgers/parallel-burgers-03.png" class="illustration">
Then your cashier/cook 👨‍🍳 finally comes back with your burgers 🍔, after a long time waiting 🕙 there in front of the counter.
As you and your crush are busy not letting anyone get in front of you and take your burgers whenever they arrive, you cannot pay attention to your crush. 😞
You take your burgers 🍔 and go to the table with your crush 😍.
This is "synchronous" work, you are "synchronized" with the cashier/cook 👨‍🍳. You have to wait 🕙 and be there at the exact moment that the cashier/cook 👨‍🍳 finishes the burgers and gives them to you, or otherwise, someone else might take them.
You just eat them, and you are done 🍔 ⏹.
<img src="/img/async/parallel-burgers/parallel-burgers-04.png" class="illustration">
There was not much talk or flirting as most of the time was spent waiting 🕙 in front of the counter 😞.
Then your cashier/cook 👨‍🍳 finally comes back with your burgers, after a long time waiting 🕙 there in front of the counter.
<img src="/img/async/parallel-burgers/parallel-burgers-05.png" class="illustration">
You take your burgers and go to the table with your crush.
You just eat them, and you are done. ⏹
<img src="/img/async/parallel-burgers/parallel-burgers-06.png" class="illustration">
There was not much talk or flirting as most of the time was spent waiting 🕙 in front of the counter. 😞
!!! info
Beautiful illustrations by <a href="https://www.instagram.com/ketrinadrawsalot" class="external-link" target="_blank">Ketrina Thompson</a>. 🎨
---
In this scenario of the parallel burgers, you are a computer / program 🤖 with two processors (you and your crush 😍), both waiting 🕙 and dedicating their attention ⏯ to be "waiting on the counter" 🕙 for a long time.
In this scenario of the parallel burgers, you are a computer / program 🤖 with two processors (you and your crush), both waiting 🕙 and dedicating their attention ⏯ to be "waiting on the counter" 🕙 for a long time.
The fast food store has 8 processors (cashiers/cooks) 👩‍🍳👨‍🍳👩‍🍳👨‍🍳👩‍🍳👨‍🍳👩‍🍳👨‍🍳. While the concurrent burgers store might have had only 2 (one cashier and one cook) 💁 👨‍🍳.
The fast food store has 8 processors (cashiers/cooks). While the concurrent burgers store might have had only 2 (one cashier and one cook).
But still, the final experience is not the best 😞.
But still, the final experience is not the best. 😞
---
This would be the parallel equivalent story for burgers 🍔.
This would be the parallel equivalent story for burgers. 🍔
For a more "real life" example of this, imagine a bank.
@@ -208,11 +238,7 @@ This "waiting" 🕙 is measured in microseconds, but still, summing it all, it's
That's why it makes a lot of sense to use asynchronous ⏸🔀⏯ code for web APIs.
Most of the existing popular Python frameworks (including Flask and Django) were created before the new asynchronous features in Python existed. So, the ways they can be deployed support parallel execution and an older form of asynchronous execution that is not as powerful as the new capabilities.
Even though the main specification for asynchronous web Python (ASGI) was developed at Django, to add support for WebSockets.
That kind of asynchronicity is what made NodeJS popular (even though NodeJS is not parallel) and that's the strength of Go as a programming language.
This kind of asynchronicity is what made NodeJS popular (even though NodeJS is not parallel) and that's the strength of Go as a programming language.
And that's the same level of performance you get with **FastAPI**.
@@ -238,7 +264,7 @@ You could have turns as in the burgers example, first the living room, then the
It would take the same amount of time to finish with or without turns (concurrency) and you would have done the same amount of work.
But in this case, if you could bring the 8 ex-cashier/cooks/now-cleaners 👩‍🍳👨‍🍳👩‍🍳👨‍🍳👩‍🍳👨‍🍳👩‍🍳👨‍🍳, and each one of them (plus you) could take a zone of the house to clean it, you could do all the work in **parallel**, with the extra help, and finish much sooner.
But in this case, if you could bring the 8 ex-cashier/cooks/now-cleaners, and each one of them (plus you) could take a zone of the house to clean it, you could do all the work in **parallel**, with the extra help, and finish much sooner.
In this scenario, each one of the cleaners (including you) would be a processor, doing their part of the job.
@@ -371,7 +397,7 @@ All that is what powers FastAPI (through Starlette) and what makes it have such
These are very technical details of how **FastAPI** works underneath.
If you have quite some technical knowledge (co-routines, threads, blocking, etc) and are curious about how FastAPI handles `async def` vs normal `def`, go ahead.
If you have quite some technical knowledge (co-routines, threads, blocking, etc.) and are curious about how FastAPI handles `async def` vs normal `def`, go ahead.
### Path operation functions

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@@ -84,58 +84,36 @@ To check it worked, use:
If it shows the `pip` binary at `env/bin/pip` then it worked. 🎉
!!! tip
Every time you install a new package with `pip` under that environment, activate the environment again.
This makes sure that if you use a terminal program installed by that package (like `flit`), you use the one from your local environment and not any other that could be installed globally.
### Flit
**FastAPI** uses <a href="https://flit.readthedocs.io/en/latest/index.html" class="external-link" target="_blank">Flit</a> to build, package and publish the project.
After activating the environment as described above, install `flit`:
Make sure you have the latest pip version on your virtual environment to avoid errors on the next steps:
<div class="termy">
```console
$ pip install flit
$ python -m pip install --upgrade pip
---> 100%
```
</div>
Now re-activate the environment to make sure you are using the `flit` you just installed (and not a global one).
!!! tip
Every time you install a new package with `pip` under that environment, activate the environment again.
And now use `flit` to install the development dependencies:
This makes sure that if you use a terminal program installed by that package, you use the one from your local environment and not any other that could be installed globally.
=== "Linux, macOS"
### pip
<div class="termy">
After activating the environment as described above:
```console
$ flit install --deps develop --symlink
<div class="termy">
---> 100%
```
```console
$ pip install -e .[dev,doc,test]
</div>
---> 100%
```
=== "Windows"
If you are on Windows, use `--pth-file` instead of `--symlink`:
<div class="termy">
```console
$ flit install --deps develop --pth-file
---> 100%
```
</div>
</div>
It will install all the dependencies and your local FastAPI in your local environment.
@@ -143,7 +121,7 @@ It will install all the dependencies and your local FastAPI in your local enviro
If you create a Python file that imports and uses FastAPI, and run it with the Python from your local environment, it will use your local FastAPI source code.
And if you update that local FastAPI source code, as it is installed with `--symlink` (or `--pth-file` on Windows), when you run that Python file again, it will use the fresh version of FastAPI you just edited.
And if you update that local FastAPI source code, as it is installed with `-e`, when you run that Python file again, it will use the fresh version of FastAPI you just edited.
That way, you don't have to "install" your local version to be able to test every change.
@@ -161,7 +139,7 @@ $ bash scripts/format.sh
It will also auto-sort all your imports.
For it to sort them correctly, you need to have FastAPI installed locally in your environment, with the command in the section above using `--symlink` (or `--pth-file` on Windows).
For it to sort them correctly, you need to have FastAPI installed locally in your environment, with the command in the section above using `-e`.
## Docs

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@@ -4,10 +4,21 @@
display: block;
}
.termy {
/* For right to left languages */
direction: ltr;
}
.termy [data-termynal] {
white-space: pre-wrap;
}
a.external-link {
/* For right to left languages */
direction: ltr;
display: inline-block;
}
a.external-link::after {
/* \00A0 is a non-breaking space
to make the mark be on the same line as the link
@@ -118,3 +129,18 @@ a.announce-link:hover {
.twitter {
color: #00acee;
}
/* Right to left languages */
code {
direction: ltr;
display: inline-block;
}
.md-content__inner h1 {
direction: ltr !important;
}
.illustration {
margin-top: 2em;
margin-bottom: 2em;
}

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@@ -195,6 +195,6 @@ With **FastAPI** you get all of **Pydantic**'s features (as FastAPI is based on
* Use of hierarchical Pydantic models, Python `typing`s `List` and `Dict`, etc.
* And validators allow complex data schemas to be clearly and easily defined, checked and documented as JSON Schema.
* You can have deeply **nested JSON** objects and have them all validated and annotated.
* **Extendible**:
* **Extensible**:
* Pydantic allows custom data types to be defined or you can extend validation with methods on a model decorated with the validator decorator.
* 100% test coverage.

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@@ -27,12 +27,11 @@
---
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints.
The key features are:
* **Fast**: Very high performance, on par with **NodeJS** and **Go** (thanks to Starlette and Pydantic). [One of the fastest Python frameworks available](#performance).
* **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. *
* **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.
@@ -110,7 +109,7 @@ If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be
## Requirements
Python 3.6+
Python 3.7+
FastAPI stands on the shoulders of giants:
@@ -129,7 +128,7 @@ $ pip install fastapi
</div>
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://gitlab.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://github.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
<div class="termy">
@@ -326,7 +325,7 @@ You do that with standard modern Python types.
You don't have to learn a new syntax, the methods or classes of a specific library, etc.
Just standard **Python 3.6+**.
Just standard **Python 3.7+**.
For example, for an `int`:

View File

@@ -158,7 +158,7 @@ The syntax using `typing` is **compatible** with all versions, from Python 3.6 t
As Python advances, **newer versions** come with improved support for these type annotations and in many cases you won't even need to import and use the `typing` module to declare the type annotations.
If you can chose a more recent version of Python for your project, you will be able to take advantage of that extra simplicity. See some examples below.
If you can choose a more recent version of Python for your project, you will be able to take advantage of that extra simplicity. See some examples below.
#### List
@@ -267,7 +267,7 @@ You can declare that a variable can be any of **several types**, for example, an
In Python 3.6 and above (including Python 3.10) you can use the `Union` type from `typing` and put inside the square brackets the possible types to accept.
In Python 3.10 there's also an **alternative syntax** were you can put the possible types separated by a <abbr title='also called "bitwise or operator", but that meaning is not relevant here'>vertical bar (`|`)</abbr>.
In Python 3.10 there's also an **alternative syntax** where you can put the possible types separated by a <abbr title='also called "bitwise or operator", but that meaning is not relevant here'>vertical bar (`|`)</abbr>.
=== "Python 3.6 and above"
@@ -326,7 +326,7 @@ If you are using a Python version below 3.10, here's a tip from my very **subjec
Both are equivalent and underneath they are the same, but I would recommend `Union` instead of `Optional` because the word "**optional**" would seem to imply that the value is optional, and it actually means "it can be `None`", even if it's not optional and is still required.
I think `Union[str, SomeType]` is more explicit about what it means.
I think `Union[SomeType, None]` is more explicit about what it means.
It's just about the words and names. But those words can affect how you and your teammates think about the code.
@@ -372,7 +372,7 @@ These types that take type parameters in square brackets are called **Generic ty
=== "Python 3.9 and above"
You can use the same builtin types as generics (with square brakets and types inside):
You can use the same builtin types as generics (with square brackets and types inside):
* `list`
* `tuple`
@@ -387,7 +387,7 @@ These types that take type parameters in square brackets are called **Generic ty
=== "Python 3.10 and above"
You can use the same builtin types as generics (with square brakets and types inside):
You can use the same builtin types as generics (with square brackets and types inside):
* `list`
* `tuple`

View File

@@ -3,6 +3,273 @@
## Latest Changes
## 0.85.0
### Features
* ⬆ Upgrade version required of Starlette from `0.19.1` to `0.20.4`. Initial PR [#4820](https://github.com/tiangolo/fastapi/pull/4820) by [@Kludex](https://github.com/Kludex).
* This includes several bug fixes in Starlette.
* ⬆️ Upgrade Uvicorn max version in public extras: all. From `>=0.12.0,<0.18.0` to `>=0.12.0,<0.19.0`. PR [#5401](https://github.com/tiangolo/fastapi/pull/5401) by [@tiangolo](https://github.com/tiangolo).
### Internal
* ⬆️ Upgrade dependencies for doc and dev internal extras: Typer, Uvicorn. PR [#5400](https://github.com/tiangolo/fastapi/pull/5400) by [@tiangolo](https://github.com/tiangolo).
* ⬆️ Upgrade test dependencies: Black, HTTPX, databases, types-ujson. PR [#5399](https://github.com/tiangolo/fastapi/pull/5399) by [@tiangolo](https://github.com/tiangolo).
* ⬆️ Upgrade mypy and tweak internal type annotations. PR [#5398](https://github.com/tiangolo/fastapi/pull/5398) by [@tiangolo](https://github.com/tiangolo).
* 🔧 Update test dependencies, upgrade Pytest, move dependencies from dev to test. PR [#5396](https://github.com/tiangolo/fastapi/pull/5396) by [@tiangolo](https://github.com/tiangolo).
## 0.84.0
### Breaking Changes
This version of FastAPI drops support for Python 3.6. 🔥 Please upgrade to a supported version of Python (3.7 or above), Python 3.6 reached the end-of-life a long time ago. 😅☠
* 🔧 Update package metadata, drop support for Python 3.6, move build internals from Flit to Hatch. PR [#5240](https://github.com/tiangolo/fastapi/pull/5240) by [@ofek](https://github.com/ofek).
## 0.83.0
🚨 This is probably the last release (or one of the last releases) to support Python 3.6. 🔥
Python 3.6 reached the [end-of-life and is no longer supported by Python](https://www.python.org/downloads/release/python-3615/) since around a year ago.
You hopefully updated to a supported version of Python a while ago. If you haven't, you really should.
### Features
* ✨ Add support in `jsonable_encoder` for include and exclude with dataclasses. PR [#4923](https://github.com/tiangolo/fastapi/pull/4923) by [@DCsunset](https://github.com/DCsunset).
### Fixes
* 🐛 Fix `RuntimeError` raised when `HTTPException` has a status code with no content. PR [#5365](https://github.com/tiangolo/fastapi/pull/5365) by [@iudeen](https://github.com/iudeen).
* 🐛 Fix empty reponse body when default `status_code` is empty but the a `Response` parameter with `response.status_code` is set. PR [#5360](https://github.com/tiangolo/fastapi/pull/5360) by [@tmeckel](https://github.com/tmeckel).
### Docs
* 📝 Update `SECURITY.md`. PR [#5377](https://github.com/tiangolo/fastapi/pull/5377) by [@Kludex](https://github.com/Kludex).
### Internal
* ⬆ [pre-commit.ci] pre-commit autoupdate. PR [#5352](https://github.com/tiangolo/fastapi/pull/5352) by [@pre-commit-ci[bot]](https://github.com/apps/pre-commit-ci).
## 0.82.0
🚨 This is probably the last release (or one of the last releases) to support Python 3.6. 🔥
Python 3.6 reached the [end-of-life and is no longer supported by Python](https://www.python.org/downloads/release/python-3615/) since around a year ago.
You hopefully updated to a supported version of Python a while ago. If you haven't, you really should.
### Features
* ✨ Export `WebSocketState` in `fastapi.websockets`. PR [#4376](https://github.com/tiangolo/fastapi/pull/4376) by [@matiuszka](https://github.com/matiuszka).
* ✨ Support Python internal description on Pydantic model's docstring. PR [#3032](https://github.com/tiangolo/fastapi/pull/3032) by [@Kludex](https://github.com/Kludex).
* ✨ Update `ORJSONResponse` to support non `str` keys and serializing Numpy arrays. PR [#3892](https://github.com/tiangolo/fastapi/pull/3892) by [@baby5](https://github.com/baby5).
### Fixes
* 🐛 Allow exit code for dependencies with `yield` to always execute, by removing capacity limiter for them, to e.g. allow closing DB connections without deadlocks. PR [#5122](https://github.com/tiangolo/fastapi/pull/5122) by [@adriangb](https://github.com/adriangb).
* 🐛 Fix FastAPI People GitHub Action: set HTTPX timeout for GraphQL query request. PR [#5222](https://github.com/tiangolo/fastapi/pull/5222) by [@iudeen](https://github.com/iudeen).
* 🐛 Make sure a parameter defined as required is kept required in OpenAPI even if defined as optional in another dependency. PR [#4319](https://github.com/tiangolo/fastapi/pull/4319) by [@cd17822](https://github.com/cd17822).
* 🐛 Fix support for path parameters in WebSockets. PR [#3879](https://github.com/tiangolo/fastapi/pull/3879) by [@davidbrochart](https://github.com/davidbrochart).
### Docs
* ✏ Update Hypercorn link, now pointing to GitHub. PR [#5346](https://github.com/tiangolo/fastapi/pull/5346) by [@baconfield](https://github.com/baconfield).
* ✏ Tweak wording in `docs/en/docs/advanced/dataclasses.md`. PR [#3698](https://github.com/tiangolo/fastapi/pull/3698) by [@pfackeldey](https://github.com/pfackeldey).
* 📝 Add note about Python 3.10 `X | Y` operator in explanation about Response Models. PR [#5307](https://github.com/tiangolo/fastapi/pull/5307) by [@MendyLanda](https://github.com/MendyLanda).
* 📝 Add link to New Relic article: "How to monitor FastAPI application performance using Python agent". PR [#5260](https://github.com/tiangolo/fastapi/pull/5260) by [@sjyothi54](https://github.com/sjyothi54).
* 📝 Update docs for `ORJSONResponse` with details about improving performance. PR [#2615](https://github.com/tiangolo/fastapi/pull/2615) by [@falkben](https://github.com/falkben).
* 📝 Add docs for creating a custom Response class. PR [#5331](https://github.com/tiangolo/fastapi/pull/5331) by [@tiangolo](https://github.com/tiangolo).
* 📝 Add tip about using alias for form data fields. PR [#5329](https://github.com/tiangolo/fastapi/pull/5329) by [@tiangolo](https://github.com/tiangolo).
### Translations
* 🌐 Add Russian translation for `docs/ru/docs/features.md`. PR [#5315](https://github.com/tiangolo/fastapi/pull/5315) by [@Xewus](https://github.com/Xewus).
* 🌐 Update Chinese translation for `docs/zh/docs/tutorial/request-files.md`. PR [#4529](https://github.com/tiangolo/fastapi/pull/4529) by [@ASpathfinder](https://github.com/ASpathfinder).
* 🌐 Add Chinese translation for `docs/zh/docs/tutorial/encoder.md`. PR [#4969](https://github.com/tiangolo/fastapi/pull/4969) by [@Zssaer](https://github.com/Zssaer).
* 🌐 Fix MkDocs file line for Portuguese translation of `background-task.md`. PR [#5242](https://github.com/tiangolo/fastapi/pull/5242) by [@ComicShrimp](https://github.com/ComicShrimp).
### Internal
* 👥 Update FastAPI People. PR [#5347](https://github.com/tiangolo/fastapi/pull/5347) by [@github-actions[bot]](https://github.com/apps/github-actions).
* ⬆ Bump dawidd6/action-download-artifact from 2.22.0 to 2.23.0. PR [#5321](https://github.com/tiangolo/fastapi/pull/5321) by [@dependabot[bot]](https://github.com/apps/dependabot).
* ⬆ [pre-commit.ci] pre-commit autoupdate. PR [#5318](https://github.com/tiangolo/fastapi/pull/5318) by [@pre-commit-ci[bot]](https://github.com/apps/pre-commit-ci).
* ✏ Fix a small code highlight line error. PR [#5256](https://github.com/tiangolo/fastapi/pull/5256) by [@hjlarry](https://github.com/hjlarry).
* ♻ Internal small refactor, move `operation_id` parameter position in delete method for consistency with the code. PR [#4474](https://github.com/tiangolo/fastapi/pull/4474) by [@hiel](https://github.com/hiel).
* 🔧 Update sponsors, disable ImgWhale. PR [#5338](https://github.com/tiangolo/fastapi/pull/5338) by [@tiangolo](https://github.com/tiangolo).
## 0.81.0
### Features
* ✨ Add ReDoc `<noscript>` warning when JS is disabled. PR [#5074](https://github.com/tiangolo/fastapi/pull/5074) by [@evroon](https://github.com/evroon).
* ✨ Add support for `FrozenSet` in parameters (e.g. query). PR [#2938](https://github.com/tiangolo/fastapi/pull/2938) by [@juntatalor](https://github.com/juntatalor).
* ✨ Allow custom middlewares to raise `HTTPException`s and propagate them. PR [#2036](https://github.com/tiangolo/fastapi/pull/2036) by [@ghandic](https://github.com/ghandic).
* ✨ Preserve `json.JSONDecodeError` information when handling invalid JSON in request body, to support custom exception handlers that use its information. PR [#4057](https://github.com/tiangolo/fastapi/pull/4057) by [@UKnowWhoIm](https://github.com/UKnowWhoIm).
### Fixes
* 🐛 Fix `jsonable_encoder` for dataclasses with pydantic-compatible fields. PR [#3607](https://github.com/tiangolo/fastapi/pull/3607) by [@himbeles](https://github.com/himbeles).
* 🐛 Fix support for extending `openapi_extras` with parameter lists. PR [#4267](https://github.com/tiangolo/fastapi/pull/4267) by [@orilevari](https://github.com/orilevari).
### Docs
* ✏ Fix a simple typo in `docs/en/docs/python-types.md`. PR [#5193](https://github.com/tiangolo/fastapi/pull/5193) by [@GlitchingCore](https://github.com/GlitchingCore).
* ✏ Fix typos in `tests/test_schema_extra_examples.py`. PR [#5126](https://github.com/tiangolo/fastapi/pull/5126) by [@supraaxdd](https://github.com/supraaxdd).
* ✏ Fix typos in `docs/en/docs/tutorial/path-params-numeric-validations.md`. PR [#5142](https://github.com/tiangolo/fastapi/pull/5142) by [@invisibleroads](https://github.com/invisibleroads).
* 📝 Add step about upgrading pip in the venv to avoid errors when installing dependencies `docs/en/docs/contributing.md`. PR [#5181](https://github.com/tiangolo/fastapi/pull/5181) by [@edisnake](https://github.com/edisnake).
* ✏ Reword and clarify text in tutorial `docs/en/docs/tutorial/body-nested-models.md`. PR [#5169](https://github.com/tiangolo/fastapi/pull/5169) by [@papb](https://github.com/papb).
* ✏ Fix minor typo in `docs/en/docs/features.md`. PR [#5206](https://github.com/tiangolo/fastapi/pull/5206) by [@OtherBarry](https://github.com/OtherBarry).
* ✏ Fix minor typos in `docs/en/docs/async.md`. PR [#5125](https://github.com/tiangolo/fastapi/pull/5125) by [@Ksenofanex](https://github.com/Ksenofanex).
* 📝 Add external link to docs: "Fastapi, Docker(Docker compose) and Postgres". PR [#5033](https://github.com/tiangolo/fastapi/pull/5033) by [@krishnardt](https://github.com/krishnardt).
* 📝 Simplify example for docs for Additional Responses, remove unnecessary `else`. PR [#4693](https://github.com/tiangolo/fastapi/pull/4693) by [@adriangb](https://github.com/adriangb).
* 📝 Update docs, compare enums with identity instead of equality. PR [#4905](https://github.com/tiangolo/fastapi/pull/4905) by [@MicaelJarniac](https://github.com/MicaelJarniac).
* ✏ Fix typo in `docs/en/docs/python-types.md`. PR [#4886](https://github.com/tiangolo/fastapi/pull/4886) by [@MicaelJarniac](https://github.com/MicaelJarniac).
* 🎨 Fix syntax highlighting in docs for OpenAPI Callbacks. PR [#4368](https://github.com/tiangolo/fastapi/pull/4368) by [@xncbf](https://github.com/xncbf).
* ✏ Reword confusing sentence in docs file `typo-fix-path-params-numeric-validations.md`. PR [#3219](https://github.com/tiangolo/fastapi/pull/3219) by [@ccrenfroe](https://github.com/ccrenfroe).
* 📝 Update docs for handling HTTP Basic Auth with `secrets.compare_digest()` to account for non-ASCII characters. PR [#3536](https://github.com/tiangolo/fastapi/pull/3536) by [@lewoudar](https://github.com/lewoudar).
* 📝 Update docs for testing, fix examples with relative imports. PR [#5302](https://github.com/tiangolo/fastapi/pull/5302) by [@tiangolo](https://github.com/tiangolo).
### Translations
* 🌐 Add Russian translation for `docs/ru/docs/index.md`. PR [#5289](https://github.com/tiangolo/fastapi/pull/5289) by [@impocode](https://github.com/impocode).
* 🌐 Add Russian translation for `docs/ru/docs/deployment/versions.md`. PR [#4985](https://github.com/tiangolo/fastapi/pull/4985) by [@emp7yhead](https://github.com/emp7yhead).
* 🌐 Add Portuguese translation for `docs/pt/docs/tutorial/header-params.md`. PR [#4921](https://github.com/tiangolo/fastapi/pull/4921) by [@batlopes](https://github.com/batlopes).
* 🌐 Update `ko/mkdocs.yml` for a missing link. PR [#5020](https://github.com/tiangolo/fastapi/pull/5020) by [@dalinaum](https://github.com/dalinaum).
### Internal
* ⬆ Bump dawidd6/action-download-artifact from 2.21.1 to 2.22.0. PR [#5258](https://github.com/tiangolo/fastapi/pull/5258) by [@dependabot[bot]](https://github.com/apps/dependabot).
* ⬆ [pre-commit.ci] pre-commit autoupdate. PR [#5196](https://github.com/tiangolo/fastapi/pull/5196) by [@pre-commit-ci[bot]](https://github.com/apps/pre-commit-ci).
* 🔥 Delete duplicated tests in `tests/test_tutorial/test_sql_databases/test_sql_databases.py`. PR [#5040](https://github.com/tiangolo/fastapi/pull/5040) by [@raccoonyy](https://github.com/raccoonyy).
* ♻ Simplify internal RegEx in `fastapi/utils.py`. PR [#5057](https://github.com/tiangolo/fastapi/pull/5057) by [@pylounge](https://github.com/pylounge).
* 🔧 Fix Type hint of `auto_error` which does not need to be `Optional[bool]`. PR [#4933](https://github.com/tiangolo/fastapi/pull/4933) by [@DavidKimDY](https://github.com/DavidKimDY).
* 🔧 Update mypy config, use `strict = true` instead of manual configs. PR [#4605](https://github.com/tiangolo/fastapi/pull/4605) by [@michaeloliverx](https://github.com/michaeloliverx).
* ♻ Change a `dict()` for `{}` in `fastapi/utils.py`. PR [#3138](https://github.com/tiangolo/fastapi/pull/3138) by [@ShahriyarR](https://github.com/ShahriyarR).
* ♻ Move internal variable for errors in `jsonable_encoder` to put related code closer. PR [#4560](https://github.com/tiangolo/fastapi/pull/4560) by [@GuilleQP](https://github.com/GuilleQP).
* ♻ Simplify conditional assignment in `fastapi/dependencies/utils.py`. PR [#4597](https://github.com/tiangolo/fastapi/pull/4597) by [@cikay](https://github.com/cikay).
* ⬆ Upgrade version pin accepted for Flake8, for internal code, to `flake8 >=3.8.3,<6.0.0`. PR [#4097](https://github.com/tiangolo/fastapi/pull/4097) by [@jamescurtin](https://github.com/jamescurtin).
* 🍱 Update Jina banner, fix typo. PR [#5301](https://github.com/tiangolo/fastapi/pull/5301) by [@tiangolo](https://github.com/tiangolo).
## 0.80.0
### Breaking Changes - Fixes
* 🐛 Fix `response_model` not invalidating `None`. PR [#2725](https://github.com/tiangolo/fastapi/pull/2725) by [@hukkin](https://github.com/hukkin).
If you are using `response_model` with some type that doesn't include `None` but the function is returning `None`, it will now raise an internal server error, because you are returning invalid data that violates the contract in `response_model`. Before this release it would allow breaking that contract returning `None`.
For example, if you have an app like this:
```Python
from fastapi import FastAPI
from pydantic import BaseModel
class Item(BaseModel):
name: str
price: Optional[float] = None
owner_ids: Optional[List[int]] = None
app = FastAPI()
@app.get("/items/invalidnone", response_model=Item)
def get_invalid_none():
return None
```
...calling the path `/items/invalidnone` will raise an error, because `None` is not a valid type for the `response_model` declared with `Item`.
You could also be implicitly returning `None` without realizing, for example:
```Python
from fastapi import FastAPI
from pydantic import BaseModel
class Item(BaseModel):
name: str
price: Optional[float] = None
owner_ids: Optional[List[int]] = None
app = FastAPI()
@app.get("/items/invalidnone", response_model=Item)
def get_invalid_none():
if flag:
return {"name": "foo"}
# if flag is False, at this point the function will implicitly return None
```
If you have *path operations* using `response_model` that need to be allowed to return `None`, make it explicit in `response_model` using `Union[Something, None]`:
```Python
from typing import Union
from fastapi import FastAPI
from pydantic import BaseModel
class Item(BaseModel):
name: str
price: Optional[float] = None
owner_ids: Optional[List[int]] = None
app = FastAPI()
@app.get("/items/invalidnone", response_model=Union[Item, None])
def get_invalid_none():
return None
```
This way the data will be correctly validated, you won't have an internal server error, and the documentation will also reflect that this *path operation* could return `None` (or `null` in JSON).
### Fixes
* ⬆ Upgrade Swagger UI copy of `oauth2-redirect.html` to include fixes for flavors of authorization code flows in Swagger UI. PR [#3439](https://github.com/tiangolo/fastapi/pull/3439) initial PR by [@koonpeng](https://github.com/koonpeng).
* ♻ Strip empty whitespace from description extracted from docstrings. PR [#2821](https://github.com/tiangolo/fastapi/pull/2821) by [@and-semakin](https://github.com/and-semakin).
* 🐛 Fix cached dependencies when using a dependency in `Security()` and other places (e.g. `Depends()`) with different OAuth2 scopes. PR [#2945](https://github.com/tiangolo/fastapi/pull/2945) by [@laggardkernel](https://github.com/laggardkernel).
* 🎨 Update type annotations for `response_model`, allow things like `Union[str, None]`. PR [#5294](https://github.com/tiangolo/fastapi/pull/5294) by [@tiangolo](https://github.com/tiangolo).
### Translations
* 🌐 Fix typos in German translation for `docs/de/docs/features.md`. PR [#4533](https://github.com/tiangolo/fastapi/pull/4533) by [@0xflotus](https://github.com/0xflotus).
* 🌐 Add missing navigator for `encoder.md` in Korean translation. PR [#5238](https://github.com/tiangolo/fastapi/pull/5238) by [@joonas-yoon](https://github.com/joonas-yoon).
* (Empty PR merge by accident) [#4913](https://github.com/tiangolo/fastapi/pull/4913).
## 0.79.1
### Fixes
* 🐛 Fix `jsonable_encoder` using `include` and `exclude` parameters for non-Pydantic objects. PR [#2606](https://github.com/tiangolo/fastapi/pull/2606) by [@xaviml](https://github.com/xaviml).
* 🐛 Fix edge case with repeated aliases names not shown in OpenAPI. PR [#2351](https://github.com/tiangolo/fastapi/pull/2351) by [@klaa97](https://github.com/klaa97).
* 📝 Add misc dependency installs to tutorial docs. PR [#2126](https://github.com/tiangolo/fastapi/pull/2126) by [@TeoZosa](https://github.com/TeoZosa).
### Docs
* 📝 Add note giving credit for illustrations to [Ketrina Thompson](https://www.instagram.com/ketrinadrawsalot/). PR [#5284](https://github.com/tiangolo/fastapi/pull/5284) by [@tiangolo](https://github.com/tiangolo).
* ✏ Fix typo in `python-types.md`. PR [#5116](https://github.com/tiangolo/fastapi/pull/5116) by [@Kludex](https://github.com/Kludex).
* ✏ Fix typo in `docs/en/docs/python-types.md`. PR [#5007](https://github.com/tiangolo/fastapi/pull/5007) by [@atiabbz](https://github.com/atiabbz).
* 📝 Remove unneeded Django/Flask references from async topic intro. PR [#5280](https://github.com/tiangolo/fastapi/pull/5280) by [@carltongibson](https://github.com/carltongibson).
* ✨ Add illustrations for Concurrent burgers and Parallel burgers. PR [#5277](https://github.com/tiangolo/fastapi/pull/5277) by [@tiangolo](https://github.com/tiangolo). Updated docs at: [Concurrency and Burgers](https://fastapi.tiangolo.com/async/#concurrency-and-burgers).
### Translations
* 🌐 Add Portuguese translation for `docs/pt/docs/tutorial/query-params.md`. PR [#4775](https://github.com/tiangolo/fastapi/pull/4775) by [@batlopes](https://github.com/batlopes).
* 🌐 Add Portuguese translation for `docs/pt/docs/tutorial/security/first-steps.md`. PR [#4954](https://github.com/tiangolo/fastapi/pull/4954) by [@FLAIR7](https://github.com/FLAIR7).
* 🌐 Add translation for `docs/zh/docs/advanced/response-cookies.md`. PR [#4638](https://github.com/tiangolo/fastapi/pull/4638) by [@zhangbo2012](https://github.com/zhangbo2012).
* 🌐 Add French translation for `docs/fr/docs/deployment/index.md`. PR [#3689](https://github.com/tiangolo/fastapi/pull/3689) by [@rjNemo](https://github.com/rjNemo).
* 🌐 Add Portuguese translation for `tutorial/handling-errors.md`. PR [#4769](https://github.com/tiangolo/fastapi/pull/4769) by [@frnsimoes](https://github.com/frnsimoes).
* 🌐 Add French translation for `docs/fr/docs/history-design-future.md`. PR [#3451](https://github.com/tiangolo/fastapi/pull/3451) by [@rjNemo](https://github.com/rjNemo).
* 🌐 Add Russian translation for `docs/ru/docs/tutorial/background-tasks.md`. PR [#4854](https://github.com/tiangolo/fastapi/pull/4854) by [@AdmiralDesu](https://github.com/AdmiralDesu).
* 🌐 Add Chinese translation for `docs/tutorial/security/first-steps.md`. PR [#3841](https://github.com/tiangolo/fastapi/pull/3841) by [@jaystone776](https://github.com/jaystone776).
* 🌐 Add Japanese translation for `docs/ja/docs/advanced/nosql-databases.md`. PR [#4205](https://github.com/tiangolo/fastapi/pull/4205) by [@sUeharaE4](https://github.com/sUeharaE4).
* 🌐 Add Indonesian translation for `docs/id/docs/tutorial/index.md`. PR [#4705](https://github.com/tiangolo/fastapi/pull/4705) by [@bas-baskara](https://github.com/bas-baskara).
* 🌐 Add Persian translation for `docs/fa/docs/index.md` and tweak right-to-left CSS. PR [#2395](https://github.com/tiangolo/fastapi/pull/2395) by [@mohsen-mahmoodi](https://github.com/mohsen-mahmoodi).
### Internal
* 🔧 Update Jina sponsorship. PR [#5283](https://github.com/tiangolo/fastapi/pull/5283) by [@tiangolo](https://github.com/tiangolo).
* 🔧 Update Jina sponsorship. PR [#5272](https://github.com/tiangolo/fastapi/pull/5272) by [@tiangolo](https://github.com/tiangolo).
* 🔧 Update sponsors, Striveworks badge. PR [#5179](https://github.com/tiangolo/fastapi/pull/5179) by [@tiangolo](https://github.com/tiangolo).
## 0.79.0
### Fixes - Breaking Changes

View File

@@ -18,7 +18,7 @@ You can define an attribute to be a subtype. For example, a Python `list`:
{!> ../../../docs_src/body_nested_models/tutorial001_py310.py!}
```
This will make `tags` be a list of items. Although it doesn't declare the type of each of the items.
This will make `tags` be a list, although it doesn't declare the type of the elements of the list.
## List fields with type parameter

View File

@@ -1,6 +1,6 @@
# Path Parameters and Numeric Validations
The same way you can declare more validations and metadata for query parameters with `Query`, you can declare the same type of validations and metadata for path parameters with `Path`.
In the same way that you can declare more validations and metadata for query parameters with `Query`, you can declare the same type of validations and metadata for path parameters with `Path`.
## Import Path
@@ -77,7 +77,7 @@ Python won't do anything with that `*`, but it will know that all the following
## Number validations: greater than or equal
With `Query` and `Path` (and other's you'll see later) you can declare string constraints, but also number constraints.
With `Query` and `Path` (and others you'll see later) you can declare number constraints.
Here, with `ge=1`, `item_id` will need to be an integer number "`g`reater than or `e`qual" to `1`.
@@ -122,9 +122,9 @@ And you can also declare numeric validations:
* `le`: `l`ess than or `e`qual
!!! info
`Query`, `Path`, and others you will see later are subclasses of a common `Param` class (that you don't need to use).
`Query`, `Path`, and other classes you will see later are subclasses of a common `Param` class.
And all of them share the same all these same parameters of additional validation and metadata you have seen.
All of them share the same parameters for additional validation and metadata you have seen.
!!! note "Technical Details"
When you import `Query`, `Path` and others from `fastapi`, they are actually functions.

View File

@@ -216,7 +216,7 @@ To do that, you can declare that `None` is a valid type but still use `default=.
=== "Python 3.6 and above"
```Python hl_lines="8"
```Python hl_lines="9"
{!> ../../../docs_src/query_params_str_validations/tutorial006c.py!}
```

View File

@@ -27,7 +27,7 @@ For example, in one of the ways the OAuth2 specification can be used (called "pa
The <abbr title="specification">spec</abbr> requires the fields to be exactly named `username` and `password`, and to be sent as form fields, not JSON.
With `Form` you can declare the same metadata and validation as with `Body` (and `Query`, `Path`, `Cookie`).
With `Form` you can declare the same configurations as with `Body` (and `Query`, `Path`, `Cookie`), including validation, examples, an alias (e.g. `user-name` instead of `username`), etc.
!!! info
`Form` is a class that inherits directly from `Body`.

View File

@@ -61,6 +61,12 @@ Here we are declaring a `UserIn` model, it will contain a plaintext password:
{!> ../../../docs_src/response_model/tutorial002_py310.py!}
```
!!! info
To use `EmailStr`, first install <a href="https://github.com/JoshData/python-email-validator" class="external-link" target="_blank">`email_validator`</a>.
E.g. `pip install email-validator`
or `pip install pydantic[email]`.
And we are using this model to declare our input and the same model to declare our output:
=== "Python 3.6 and above"
@@ -162,7 +168,7 @@ Your response model could have default values, like:
{!> ../../../docs_src/response_model/tutorial004_py310.py!}
```
* `description: Union[str, None] = None` has a default of `None`.
* `description: Union[str, None] = None` (or `str | None = None` in Python 3.10) has a default of `None`.
* `tax: float = 10.5` has a default of `10.5`.
* `tags: List[str] = []` as a default of an empty list: `[]`.

View File

@@ -80,6 +80,20 @@ The file `__init__.py` is just an empty file, but it tells Python that `sql_app`
Now let's see what each file/module does.
## Install `SQLAlchemy`
First you need to install `SQLAlchemy`:
<div class="termy">
```console
$ pip install sqlalchemy
---> 100%
```
</div>
## Create the SQLAlchemy parts
Let's refer to the file `sql_app/database.py`.

View File

@@ -8,6 +8,11 @@ With it, you can use <a href="https://docs.pytest.org/" class="external-link" ta
## Using `TestClient`
!!! info
To use `TestClient`, first install <a href="https://github.com/psf/requests" class="external-link" target="_blank">`requests`</a>.
E.g. `pip install requests`.
Import `TestClient`.
Create a `TestClient` by passing your **FastAPI** application to it.
@@ -45,7 +50,17 @@ And your **FastAPI** application might also be composed of several files/modules
### **FastAPI** app file
Let's say you have a file `main.py` with your **FastAPI** app:
Let's say you have a file structure as described in [Bigger Applications](./bigger-applications.md){.internal-link target=_blank}:
```
.
├── app
│   ├── __init__.py
│   └── main.py
```
In the file `main.py` you have your **FastAPI** app:
```Python
{!../../../docs_src/app_testing/main.py!}
@@ -53,18 +68,40 @@ Let's say you have a file `main.py` with your **FastAPI** app:
### Testing file
Then you could have a file `test_main.py` with your tests, and import your `app` from the `main` module (`main.py`):
Then you could have a file `test_main.py` with your tests. It could live on the same Python package (the same directory with a `__init__.py` file):
```Python
``` hl_lines="5"
.
├── app
│   ├── __init__.py
│   ├── main.py
│   └── test_main.py
```
Because this file is in the same package, you can use relative imports to import the object `app` from the `main` module (`main.py`):
```Python hl_lines="3"
{!../../../docs_src/app_testing/test_main.py!}
```
...and have the code for the tests just like before.
## Testing: extended example
Now let's extend this example and add more details to see how to test different parts.
### Extended **FastAPI** app file
Let's continue with the same file structure as before:
```
.
├── app
│   ├── __init__.py
│   ├── main.py
│   └── test_main.py
```
Let's say that now the file `main.py` with your **FastAPI** app has some other **path operations**.
It has a `GET` operation that could return an error.

View File

@@ -182,6 +182,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

View File

@@ -29,9 +29,9 @@
</a>
</div>
<div class="item">
<a title="DiscoArt: Create compelling Disco Diffusion artworks in just one line" style="display: block; position: relative;" href="https://bit.ly/3PjOZqc" target="_blank">
<a title="The data structure for unstructured multimodal data" style="display: block; position: relative;" href="https://bit.ly/3AcNTYL" target="_blank">
<span class="sponsor-badge">sponsor</span>
<img class="sponsor-image" src="/img/sponsors/jina-ai-banner.png" />
<img class="sponsor-image" src="/img/sponsors/docarray-top-banner.svg" />
</a>
</div>
<div class="item">
@@ -40,18 +40,24 @@
<img class="sponsor-image" src="/img/sponsors/cryptapi-banner.svg" />
</a>
</div>
<div class="item">
<!-- <div class="item">
<a title="The ultimate solution to unlimited and forever cloud storage." style="display: block; position: relative;" href="https://app.imgwhale.xyz/" target="_blank">
<span class="sponsor-badge">sponsor</span>
<img class="sponsor-image" src="/img/sponsors/imgwhale-banner.svg" />
</a>
</div>
</div> -->
<div class="item">
<a title="Help us migrate doist to FastAPI" style="display: block; position: relative;" href="https://doist.com/careers/9B437B1615-wa-senior-backend-engineer-python" target="_blank">
<span class="sponsor-badge">sponsor</span>
<img class="sponsor-image" src="/img/sponsors/doist-banner.svg" />
</a>
</div>
<div class="item">
<a title="Build cross-modal and multimodal applications on the cloud" style="display: block; position: relative;" href="https://bit.ly/3dphxRq" target="_blank">
<span class="sponsor-badge">sponsor</span>
<img class="sponsor-image" src="/img/sponsors/jina-top-banner.svg" />
</a>
</div>
</div>
</div>
{% endblock %}

View File

@@ -106,7 +106,7 @@ Si estás construyendo un app de <abbr title="Interfaz de línea de comandos en
## Requisitos
Python 3.6+
Python 3.7+
FastAPI está sobre los hombros de gigantes:
@@ -130,7 +130,7 @@ También vas a necesitar un servidor ASGI para producción cómo <a href="https:
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

View File

@@ -41,7 +41,7 @@ Para el tutorial, es posible que quieras instalarlo con todas las dependencias y
<div class="termy">
```console
$ pip install fastapi[all]
$ pip install "fastapi[all]"
---> 100%
```
@@ -62,7 +62,7 @@ $ pip install fastapi[all]
También debes instalar `uvicorn` para que funcione como tu servidor:
```
pip install uvicorn[standard]
pip install "uvicorn[standard]"
```
Y lo mismo para cada una de las dependencias opcionales que quieras utilizar.

View File

@@ -85,6 +85,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

View File

@@ -1,16 +1,12 @@
{!../../../docs/missing-translation.md!}
<p align="center">
<a href="https://fastapi.tiangolo.com"><img src="https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png" alt="FastAPI"></a>
</p>
<p align="center">
<em>FastAPI framework, high performance, easy to learn, fast to code, ready for production</em>
<em>فریم‌ورک FastAPI، کارایی بالا، یادگیری آسان، کدنویسی سریع، آماده برای استفاده در محیط پروداکشن</em>
</p>
<p align="center">
<a href="https://github.com/tiangolo/fastapi/actions?query=workflow%3ATest+event%3Apush+branch%3Amaster" target="_blank">
<img src="https://github.com/tiangolo/fastapi/workflows/Test/badge.svg?event=push&branch=master" alt="Test">
<a href="https://github.com/tiangolo/fastapi/actions?query=workflow%3ATest" target="_blank">
<img src="https://github.com/tiangolo/fastapi/workflows/Test/badge.svg" alt="Test">
</a>
<a href="https://codecov.io/gh/tiangolo/fastapi" target="_blank">
<img src="https://img.shields.io/codecov/c/github/tiangolo/fastapi?color=%2334D058" alt="Coverage">
@@ -25,103 +21,99 @@
---
**Documentation**: <a href="https://fastapi.tiangolo.com" target="_blank">https://fastapi.tiangolo.com</a>
**مستندات**: <a href="https://fastapi.tiangolo.com" target="_blank">https://fastapi.tiangolo.com</a>
**Source Code**: <a href="https://github.com/tiangolo/fastapi" target="_blank">https://github.com/tiangolo/fastapi</a>
**کد منبع**: <a href="https://github.com/tiangolo/fastapi" target="_blank">https://github.com/tiangolo/fastapi</a>
---
FastAPI یک وب فریم‌ورک مدرن و سریع (با کارایی بالا) برای ایجاد APIهای متنوع (وب، وب‌سوکت و غبره) با زبان پایتون نسخه +۳.۶ است. این فریم‌ورک با رعایت کامل راهنمای نوع داده (Type Hint) ایجاد شده است.
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
ویژگی‌های کلیدی این فریم‌ورک عبارتند از:
The key features are:
* **<abbr title="Fast">سرعت</abbr>**: کارایی بسیار بالا و قابل مقایسه با **NodeJS** و **Go** (با تشکر از Starlette و Pydantic). [یکی از سریع‌ترین فریم‌ورک‌های پایتونی موجود](#performance).
* **Fast**: Very high performance, on par with **NodeJS** and **Go** (thanks to Starlette and Pydantic). [One of the fastest Python frameworks available](#performance).
* **<abbr title="Fast to code">کدنویسی سریع</abbr>**: افزایش ۲۰۰ تا ۳۰۰ درصدی سرعت توسعه فابلیت‌های جدید. *
* **<abbr title="Fewer bugs">باگ کمتر</abbr>**: کاهش ۴۰ درصدی خطاهای انسانی (برنامه‌نویسی). *
* **<abbr title="Intuitive">غریزی</abbr>**: پشتیبانی فوق‌العاده در محیط‌های توسعه یکپارچه (IDE). <abbr title="یا اتوکامپلیت، اتوکامپلشن، اینتلیسنس">تکمیل</abbr> در همه بخش‌های کد. کاهش زمان رفع باگ.
* **<abbr title="Easy">آسان</abbr>**: طراحی شده برای یادگیری و استفاده آسان. کاهش زمان مورد نیاز برای مراجعه به مستندات.
* **<abbr title="Short">کوچک</abbr>**: کاهش تکرار در کد. چندین قابلیت برای هر پارامتر (منظور پارامترهای ورودی تابع هندلر می‌باشد، به بخش <a href="https://fastapi.tiangolo.com/#recap">خلاصه</a> در همین صفحه مراجعه شود). باگ کمتر.
* **<abbr title="Robust">استوار</abbr>**: ایجاد کدی آماده برای استفاده در محیط پروداکشن و تولید خودکار <abbr title="Interactive documentation">مستندات تعاملی</abbr>
* **<abbr title="Standards-based">مبتنی بر استانداردها</abbr>**: مبتنی بر (و منطبق با) استانداردهای متن باز مربوط به API: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (سوگر سابق) و <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
* **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. *
* **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.
* **Easy**: Designed to be easy to use and learn. Less time reading docs.
* **Short**: Minimize code duplication. Multiple features from each parameter declaration. Fewer bugs.
* **Robust**: Get production-ready code. With automatic interactive documentation.
* **Standards-based**: Based on (and fully compatible with) the open standards for APIs: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (previously known as Swagger) and <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
<small>* تخمین‌ها بر اساس تست‌های انجام شده در یک تیم توسعه داخلی که مشغول ایجاد برنامه‌های کاربردی واقعی بودند صورت گرفته است.</small>
<small>* estimation based on tests on an internal development team, building production applications.</small>
## Sponsors
## اسپانسرهای طلایی
<!-- sponsors -->
{% if sponsors %}
{% for sponsor in sponsors.gold -%}
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
{% endfor -%}
{%- for sponsor in sponsors.silver -%}
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}"></a>
{% endfor %}
{% endif %}
<!-- /sponsors -->
<a href="https://fastapi.tiangolo.com/fastapi-people/#sponsors" class="external-link" target="_blank">Other sponsors</a>
<a href="https://fastapi.tiangolo.com/fastapi-people/#sponsors" class="external-link" target="_blank">دیگر اسپانسرها</a>
## Opinions
## نظر دیگران در مورد FastAPI
"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
<div style="text-align: left; direction: ltr;"><em> [...] I'm using <strong>FastAPI</strong> a ton these days. [...] I'm actually planning to use it for all of my team's <strong>ML services at Microsoft</strong>. Some of them are getting integrated into the core <strong>Windows</strong> product and some <strong>Office</strong> products."</em></div>
<div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/tiangolo/fastapi/pull/26" target="_blank"><small>(ref)</small></a></div>
---
"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
<div style="text-align: left; direction: ltr;"><em>"We adopted the <strong>FastAPI</strong> library to spawn a <strong>REST</strong>server that can be queried to obtain <strong>predictions</strong>. [for Ludwig]"</em></div>
<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(ref)</small></a></div>
---
"_**Netflix** is pleased to announce the open-source release of our **crisis management** orchestration framework: **Dispatch**! [built with **FastAPI**]_"
<div style="text-align: left; direction: ltr;">"<strong>Netflix</strong> is pleased to announce the open-source release of our <strong>crisis management</strong> orchestration framework: <strong>Dispatch</strong>! [built with <strong>FastAPI</strong>]"</div>
<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>(ref)</small></a></div>
---
"_Im over the moon excited about **FastAPI**. Its so fun!_"
<div style="text-align: left; direction: ltr;">"<em>Im over the moon excited about <strong>FastAPI</strong>. Its so fun!"</em></div>
<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> podcast host</strong> <a href="https://twitter.com/brianokken/status/1112220079972728832" target="_blank"><small>(ref)</small></a></div>
---
"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
<div style="text-align: left; direction: ltr;">"<em>Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted <strong>Hug</strong> to be - it's really inspiring to see someone build that."</em></div>
<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong><a href="https://www.hug.rest/" target="_blank">Hug</a> creator</strong> <a href="https://news.ycombinator.com/item?id=19455465" target="_blank"><small>(ref)</small></a></div>
---
"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
<div style="text-align: left; direction: ltr;">"<em>If you're looking to learn one <strong>modern framework</strong> for building REST APIs, check out <strong>FastAPI</strong> [...] It's fast, easy to use and easy to learn [...]"</em></div>
"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
<div style="text-align: left; direction: ltr;">"<em>We've switched over to <strong>FastAPI</strong> for our <strong>APIs</strong> [...] I think you'll like it [...]</em>"</div>
<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong><a href="https://explosion.ai" target="_blank">Explosion AI</a> founders - <a href="https://spacy.io" target="_blank">spaCy</a> creators</strong> <a href="https://twitter.com/_inesmontani/status/1144173225322143744" target="_blank"><small>(ref)</small></a> - <a href="https://twitter.com/honnibal/status/1144031421859655680" target="_blank"><small>(ref)</small></a></div>
---
## **Typer**, the FastAPI of CLIs
## **Typer**, فریم‌ورکی معادل FastAPI برای کار با <abbr title="CLI (Command Line Interface)">واسط خط فرمان</abbr>
<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>
If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be used in the terminal instead of a web API, check out <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.
اگر در حال ساختن برنامه‌ای برای استفاده در <abbr title="Command Line Interface">CLI</abbr> (به جای استفاده در وب) هستید، می‌توانید از <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>. استفاده کنید.
**Typer** is FastAPI's little sibling. And it's intended to be the **FastAPI of CLIs**. ⌨ 🚀
**Typer** دوقلوی کوچکتر FastAPI است و قرار است معادلی برای FastAPI در برنامه‌های CLI باشد. 🚀
## Requirements
## نیازمندی‌ها
Python 3.6+
پایتون +۳.۶
FastAPI stands on the shoulders of giants:
FastAPI مبتنی بر ابزارهای قدرتمند زیر است:
* <a href="https://www.starlette.io/" class="external-link" target="_blank">Starlette</a> for the web parts.
* <a href="https://pydantic-docs.helpmanual.io/" class="external-link" target="_blank">Pydantic</a> for the data parts.
* فریم‌ورک <a href="https://www.starlette.io/" class="external-link" target="_blank">Starlette</a> برای بخش وب.
* کتابخانه <a href="https://pydantic-docs.helpmanual.io/" class="external-link" target="_blank">Pydantic</a> برای بخش داده‌.
## Installation
## نصب
<div class="termy">
@@ -133,7 +125,7 @@ $ pip install fastapi
</div>
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://gitlab.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
نصب یک سرور پروداکشن نظیر <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> یا <a href="https://gitlab.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a> نیز جزء نیازمندی‌هاست.
<div class="termy">
@@ -145,14 +137,13 @@ $ pip install "uvicorn[standard]"
</div>
## Example
## مثال
### Create it
* Create a file `main.py` with:
### ایجاد کنید
* فایلی به نام `main.py` با محتوای زیر ایجاد کنید :
```Python
from typing import Union
from typing import Optional
from fastapi import FastAPI
@@ -170,12 +161,12 @@ def read_item(item_id: int, q: Union[str, None] = None):
```
<details markdown="1">
<summary>Or use <code>async def</code>...</summary>
<summary>همچنین می‌توانید از <code>async def</code>... نیز استفاده کنید</summary>
If your code uses `async` / `await`, use `async def`:
اگر در کدتان از `async` / `await` استفاده می‌کنید, از `async def` برای تعریف تابع خود استفاده کنید:
```Python hl_lines="9 14"
from typing import Union
from typing import Optional
from fastapi import FastAPI
@@ -188,19 +179,20 @@ async def read_root():
@app.get("/items/{item_id}")
async def read_item(item_id: int, q: Union[str, None] = None):
async def read_item(item_id: int, q: Optional[str] = None):
return {"item_id": item_id, "q": q}
```
**Note**:
**توجه**:
اگر با `async / await` آشنا نیستید، به بخش _"عجله‌ دارید?"_ در صفحه درباره <a href="https://fastapi.tiangolo.com/async/#in-a-hurry" target="_blank">`async` و `await` در مستندات</a> مراجعه کنید.
If you don't know, check the _"In a hurry?"_ section about <a href="https://fastapi.tiangolo.com/async/#in-a-hurry" target="_blank">`async` and `await` in the docs</a>.
</details>
### Run it
### اجرا کنید
Run the server with:
با استفاده از دستور زیر سرور را اجرا کنید:
<div class="termy">
@@ -217,57 +209,57 @@ INFO: Application startup complete.
</div>
<details markdown="1">
<summary>About the command <code>uvicorn main:app --reload</code>...</summary>
<summary>درباره دستور <code>uvicorn main:app --reload</code>...</summary>
The command `uvicorn main:app` refers to:
دستور `uvicorn main:app` شامل موارد زیر است:
* `main`: the file `main.py` (the Python "module").
* `app`: the object created inside of `main.py` with the line `app = FastAPI()`.
* `--reload`: make the server restart after code changes. Only do this for development.
* `main`: فایل `main.py` (ماژول پایتون ایجاد شده).
* `app`: شیء ایجاد شده در فایل `main.py` در خط `app = FastAPI()`.
* `--reload`: ریستارت کردن سرور با تغییر کد. تنها در هنگام توسعه از این گزینه استفاده شود..
</details>
### Check it
### بررسی کنید
Open your browser at <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>.
آدرس <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> را در مرورگر خود باز کنید.
You will see the JSON response as:
پاسخ JSON زیر را مشاهده خواهید کرد:
```JSON
{"item_id": 5, "q": "somequery"}
```
You already created an API that:
تا اینجا شما APIای ساختید که:
* Receives HTTP requests in the _paths_ `/` and `/items/{item_id}`.
* Both _paths_ take `GET` <em>operations</em> (also known as HTTP _methods_).
* The _path_ `/items/{item_id}` has a _path parameter_ `item_id` that should be an `int`.
* The _path_ `/items/{item_id}` has an optional `str` _query parameter_ `q`.
* درخواست‌های HTTP به _مسیرهای_ `/` و `/items/{item_id}` را دریافت می‌کند.
* هردو _مسیر_ <abbr title="operations در OpenAPI">عملیات</abbr> (یا HTTP _متد_) `GET` را پشتیبانی می‌کنند.
* _مسیر_ `/items/{item_id}` شامل <abbr title="Path Parameter">_پارامتر مسیر_</abbr> `item_id` از نوع `int` است.
* _مسیر_ `/items/{item_id}` شامل <abbr title="Query Parameter">_پارامتر پرسمان_</abbr> اختیاری `q` از نوع `str` است.
### Interactive API docs
### مستندات API تعاملی
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
حال به آدرس <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a> بروید.
You will see the automatic interactive API documentation (provided by <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank">Swagger UI</a>):
مستندات API تعاملی (ایجاد شده به کمک <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank">Swagger UI</a>) را مشاهده خواهید کرد:
![Swagger UI](https://fastapi.tiangolo.com/img/index/index-01-swagger-ui-simple.png)
### Alternative API docs
### مستندات API جایگزین
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
حال به آدرس <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a> بروید.
You will see the alternative automatic documentation (provided by <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank">ReDoc</a>):
مستندات خودکار دیگری را مشاهده خواهید کرد که به کمک <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank">ReDoc</a> ایجاد می‌شود:
![ReDoc](https://fastapi.tiangolo.com/img/index/index-02-redoc-simple.png)
## Example upgrade
## تغییر مثال
Now modify the file `main.py` to receive a body from a `PUT` request.
حال فایل `main.py` را مطابق زیر ویرایش کنید تا بتوانید <abbr title="Body">بدنه</abbr> یک درخواست `PUT` را دریافت کنید.
Declare the body using standard Python types, thanks to Pydantic.
به کمک Pydantic بدنه درخواست را با <abbr title="Type">انواع</abbr> استاندارد پایتون تعریف کنید.
```Python hl_lines="4 9-12 25-27"
from typing import Union
from typing import Optional
from fastapi import FastAPI
from pydantic import BaseModel
@@ -296,173 +288,175 @@ def update_item(item_id: int, item: Item):
return {"item_name": item.name, "item_id": item_id}
```
The server should reload automatically (because you added `--reload` to the `uvicorn` command above).
سرور به صورت خودکار ری‌استارت می‌شود (زیرا پیشتر از گزینه `--reload` در دستور `uvicorn` استفاده کردیم).
### Interactive API docs upgrade
### تغییر مستندات API تعاملی
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
مجددا به آدرس <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a> بروید.
* The interactive API documentation will be automatically updated, including the new body:
* مستندات API تعاملی به صورت خودکار به‌روز شده است و شامل بدنه تعریف شده در مرحله قبل است:
![Swagger UI](https://fastapi.tiangolo.com/img/index/index-03-swagger-02.png)
* Click on the button "Try it out", it allows you to fill the parameters and directly interact with the API:
* روی دکمه "Try it out" کلیک کنید, اکنون می‌توانید پارامترهای مورد نیاز هر API را مشخص کرده و به صورت مستقیم با آنها تعامل کنید:
![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-04-swagger-03.png)
* Then click on the "Execute" button, the user interface will communicate with your API, send the parameters, get the results and show them on the screen:
* سپس روی دکمه "Execute" کلیک کنید, خواهید دید که واسط کاریری با APIهای تعریف شده ارتباط برقرار کرده، پارامترهای مورد نیاز را به آن‌ها ارسال می‌کند، سپس نتایج را دریافت کرده و در صفحه نشان می‌دهد:
![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-05-swagger-04.png)
### Alternative API docs upgrade
### تغییر مستندات API جایگزین
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
حال به آدرس <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a> بروید.
* The alternative documentation will also reflect the new query parameter and body:
* خواهید دید که مستندات جایگزین نیز به‌روزرسانی شده و شامل پارامتر پرسمان و بدنه تعریف شده می‌باشد:
![ReDoc](https://fastapi.tiangolo.com/img/index/index-06-redoc-02.png)
### Recap
### خلاصه
In summary, you declare **once** the types of parameters, body, etc. as function parameters.
به طور خلاصه شما **یک بار** انواع پارامترها، بدنه و غیره را به عنوان پارامترهای ورودی تابع خود تعریف می‌کنید.
You do that with standard modern Python types.
این کار را با استفاده از انواع استاندارد و مدرن موجود در پایتون انجام می‌دهید.
You don't have to learn a new syntax, the methods or classes of a specific library, etc.
نیازی به یادگیری <abbr title="Syntax">نحو</abbr> جدید یا متدها و کلاس‌های یک کتابخانه بخصوص و غیره نیست.
Just standard **Python 3.6+**.
تنها **پایتون +۳.۶**.
For example, for an `int`:
به عنوان مثال برای یک پارامتر از نوع `int`:
```Python
item_id: int
```
or for a more complex `Item` model:
یا برای یک مدل پیچیده‌تر مثل `Item`:
```Python
item: Item
```
...and with that single declaration you get:
...و با همین اعلان تمامی قابلیت‌های زیر در دسترس قرار می‌گیرد:
* Editor support, including:
* Completion.
* Type checks.
* Validation of data:
* Automatic and clear errors when the data is invalid.
* Validation even for deeply nested JSON objects.
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of input data: coming from the network to Python data and types. Reading from:
* پشتیبانی ویرایشگر متنی شامل:
* تکمیل کد.
* بررسی انواع داده.
* اعتبارسنجی داده:
* خطاهای خودکار و مشخص در هنگام نامعتبر بودن داده
* اعتبارسنجی، حتی برای اشیاء JSON تو در تو.
* <abbr title="serialization, parsing, marshalling">تبدیل</abbr> داده ورودی: که از شبکه رسیده به انواع و داد‌ه‌ پایتونی. این داده‌ شامل:
* JSON.
* Path parameters.
* Query parameters.
* Cookies.
* Headers.
* Forms.
* Files.
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of output data: converting from Python data and types to network data (as JSON):
* Convert Python types (`str`, `int`, `float`, `bool`, `list`, etc).
* `datetime` objects.
* `UUID` objects.
* Database models.
* ...and many more.
* Automatic interactive API documentation, including 2 alternative user interfaces:
* <abbr title="Path parameters">پارامترهای مسیر</abbr>.
* <abbr title="Query parameters">پارامترهای پرسمان</abbr>.
* <abbr title="Cookies">کوکی‌ها</abbr>.
* <abbr title="Headers">سرآیند‌ها (هدرها)</abbr>.
* <abbr title="Forms">فرم‌ها</abbr>.
* <abbr title="Files">فایل‌ها</abbr>.
* <abbr title="serialization, parsing, marshalling">تبدیل</abbr> داده خروجی: تبدیل از انواع و داده‌ پایتون به داده شبکه (مانند JSON):
* تبدیل انواع داده پایتونی (`str`, `int`, `float`, `bool`, `list` و غیره).
* اشیاء `datetime`.
* اشیاء `UUID`.
* qمدلهای پایگاه‌داده.
* و موارد بیشمار دیگر.
* دو مدل مستند API تعاملی خودکار :
* Swagger UI.
* ReDoc.
---
Coming back to the previous code example, **FastAPI** will:
به مثال قبلی باز می‌گردیم، در این مثال **FastAPI** موارد زیر را انجام می‌دهد:
* Validate that there is an `item_id` in the path for `GET` and `PUT` requests.
* Validate that the `item_id` is of type `int` for `GET` and `PUT` requests.
* If it is not, the client will see a useful, clear error.
* Check if there is an optional query parameter named `q` (as in `http://127.0.0.1:8000/items/foo?q=somequery`) for `GET` requests.
* As the `q` parameter is declared with `= None`, it is optional.
* Without the `None` it would be required (as is the body in the case with `PUT`).
* For `PUT` requests to `/items/{item_id}`, Read the body as JSON:
* Check that it has a required attribute `name` that should be a `str`.
* Check that it has a required attribute `price` that has to be a `float`.
* Check that it has an optional attribute `is_offer`, that should be a `bool`, if present.
* All this would also work for deeply nested JSON objects.
* Convert from and to JSON automatically.
* Document everything with OpenAPI, that can be used by:
* Interactive documentation systems.
* Automatic client code generation systems, for many languages.
* Provide 2 interactive documentation web interfaces directly.
* اعتبارسنجی اینکه پارامتر `item_id` در مسیر درخواست‌های `GET` و `PUT` موجود است .
* اعتبارسنجی اینکه پارامتر `item_id` در درخواست‌های `GET` و `PUT` از نوع `int` است.
* اگر غیر از این موارد باشد، سرویس‌گیرنده خطای مفید و مشخصی دریافت خواهد کرد.
* بررسی وجود پارامتر پرسمان اختیاری `q` (مانند `http://127.0.0.1:8000/items/foo?q=somequery`) در درخواست‌های `GET`.
* از آنجا که پارامتر `q` با `= None` مقداردهی شده است, این پارامتر اختیاری است.
* اگر از مقدار اولیه `None` استفاده نکنیم، این پارامتر الزامی خواهد بود (همانند بدنه درخواست در درخواست `PUT`).
* برای درخواست‌های `PUT` به آدرس `/items/{item_id}`, بدنه درخواست باید از نوع JSON تعریف شده باشد:
* بررسی اینکه بدنه شامل فیلدی با نام `name` و از نوع `str` است.
* بررسی اینکه بدنه شامل فیلدی با نام `price` و از نوع `float` است.
* بررسی اینکه بدنه شامل فیلدی اختیاری با نام `is_offer` است, که در صورت وجود باید از نوع `bool` باشد.
* تمامی این موارد برای اشیاء JSON در هر عمقی قابل بررسی می‌باشد.
* تبدیل از/به JSON به صورت خودکار.
* مستندسازی همه چیز با استفاده از OpenAPI, که می‌توان از آن برای موارد زیر استفاده کرد:
* سیستم مستندات تعاملی.
* تولید خودکار کد سرویس‌گیرنده‌ در زبان‌های برنامه‌نویسی بیشمار.
* فراهم سازی ۲ مستند تعاملی مبتنی بر وب به صورت پیش‌فرض .
---
We just scratched the surface, but you already get the idea of how it all works.
موارد ذکر شده تنها پاره‌ای از ویژگی‌های بیشمار FastAPI است اما ایده‌ای کلی از طرز کار آن در اختیار قرار می‌دهد.
Try changing the line with:
خط زیر را به این صورت تغییر دهید:
```Python
return {"item_name": item.name, "item_id": item_id}
```
...from:
از:
```Python
... "item_name": item.name ...
```
...to:
به:
```Python
... "item_price": item.price ...
```
...and see how your editor will auto-complete the attributes and know their types:
در حین تایپ کردن توجه کنید که چگونه ویرایش‌گر، ویژگی‌های کلاس `Item` را تشخیص داده و به تکمیل خودکار آنها کمک می‌کند:
![editor support](https://fastapi.tiangolo.com/img/vscode-completion.png)
For a more complete example including more features, see the <a href="https://fastapi.tiangolo.com/tutorial/">Tutorial - User Guide</a>.
برای مشاهده مثال‌های کامل‌تر که شامل قابلیت‌های بیشتری از FastAPI باشد به بخش <a href="https://fastapi.tiangolo.com/tutorial/">آموزش - راهنمای کاربر</a> مراجعه کنید.
**Spoiler alert**: the tutorial - user guide includes:
**هشدار اسپویل**: بخش آموزش - راهنمای کاربر شامل موارد زیر است:
* Declaration of **parameters** from other different places as: **headers**, **cookies**, **form fields** and **files**.
* How to set **validation constraints** as `maximum_length` or `regex`.
* A very powerful and easy to use **<abbr title="also known as components, resources, providers, services, injectables">Dependency Injection</abbr>** system.
* Security and authentication, including support for **OAuth2** with **JWT tokens** and **HTTP Basic** auth.
* More advanced (but equally easy) techniques for declaring **deeply nested JSON models** (thanks to Pydantic).
* **GraphQL** integration with <a href="https://strawberry.rocks" class="external-link" target="_blank">Strawberry</a> and other libraries.
* Many extra features (thanks to Starlette) as:
* **WebSockets**
* extremely easy tests based on `requests` and `pytest`
* اعلان **پارامترهای** موجود در بخش‌های دیگر درخواست، شامل: **سرآیند‌ (هدر)ها**, **کوکی‌ها**, **فیلد‌های فرم** و **فایل‌ها**.
* چگونگی تنظیم **<abbr title="Validation Constraints">محدودیت‌های اعتبارسنجی</abbr>** به عنوان مثال `maximum_length` یا `regex`.
* سیستم **<abbr title="also known as components, resources, providers, services, injectables">Dependency Injection</abbr>** قوی و کاربردی.
* امنیت و تایید هویت, شامل پشتیبانی از **OAuth2** مبتنی بر **JWT tokens** و **HTTP Basic**.
* تکنیک پیشرفته برای تعریف **مدل‌های چند سطحی JSON** (بر اساس Pydantic).
* قابلیت‌های اضافی دیگر (بر اساس Starlette) شامل:
* **<abbr title="WebSocket">وب‌سوکت</abbr>**
* **GraphQL**
* تست‌های خودکار آسان مبتنی بر `requests` و `pytest`
* **CORS**
* **Cookie Sessions**
* ...and more.
* و موارد بیشمار دیگر.
## Performance
## کارایی
Independent TechEmpower benchmarks show **FastAPI** applications running under Uvicorn as <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">one of the fastest Python frameworks available</a>, only below Starlette and Uvicorn themselves (used internally by FastAPI). (*)
معیار (بنچمارک‌)های مستقل TechEmpower حاکی از آن است که برنامه‌های **FastAPI** که تحت Uvicorn اجرا می‌شود، <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">یکی از سریع‌ترین فریم‌ورک‌های مبتنی بر پایتون</a>, است که کمی ضعیف‌تر از Starlette و Uvicorn عمل می‌کند (فریم‌ورک و سروری که FastAPI بر اساس آنها ایجاد شده است) (*)
To understand more about it, see the section <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">Benchmarks</a>.
برای درک بهتری از این موضوع به بخش <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">بنچ‌مارک‌ها</a> مراجعه کنید.
## Optional Dependencies
## نیازمندی‌های اختیاری
Used by Pydantic:
استفاده شده توسط Pydantic:
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - for faster JSON <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>.
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - for email validation.
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - برای <abbr title="تبدیل داده‌های موجود در درخواست‌های HTTP به داده پایتونی">"تجزیه (parse)"</abbr> سریع‌تر JSON .
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - برای اعتبارسنجی آدرس‌های ایمیل.
Used by Starlette:
استفاده شده توسط Starlette:
* <a href="https://requests.readthedocs.io" target="_blank"><code>requests</code></a> - Required if you want to use the `TestClient`.
* <a href="https://jinja.palletsprojects.com" target="_blank"><code>jinja2</code></a> - Required if you want to use the default template configuration.
* <a href="https://andrew-d.github.io/python-multipart/" target="_blank"><code>python-multipart</code></a> - Required if you want to support form <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>, with `request.form()`.
* <a href="https://pythonhosted.org/itsdangerous/" target="_blank"><code>itsdangerous</code></a> - Required for `SessionMiddleware` support.
* <a href="https://pyyaml.org/wiki/PyYAMLDocumentation" target="_blank"><code>pyyaml</code></a> - Required for Starlette's `SchemaGenerator` support (you probably don't need it with FastAPI).
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - Required if you want to use `UJSONResponse`.
* <a href="https://requests.readthedocs.io" target="_blank"><code>requests</code></a> - در صورتی که می‌خواهید از `TestClient` استفاده کنید.
* <a href="https://github.com/Tinche/aiofiles" target="_blank"><code>aiofiles</code></a> - در صورتی که می‌خواهید از `FileResponse` و `StaticFiles` استفاده کنید.
* <a href="https://jinja.palletsprojects.com" target="_blank"><code>jinja2</code></a> - در صورتی که بخواهید از پیکربندی پیش‌فرض برای قالب‌ها استفاده کنید.
* <a href="https://andrew-d.github.io/python-multipart/" target="_blank"><code>python-multipart</code></a> - در صورتی که بخواهید با استفاده از `request.form()` از قابلیت <abbr title="تبدیل رشته متنی موجود در درخواست HTTP به انواع داده پایتون">"تجزیه (parse)"</abbr> فرم استفاده کنید.
* <a href="https://pythonhosted.org/itsdangerous/" target="_blank"><code>itsdangerous</code></a> - در صورتی که بخواید از `SessionMiddleware` پشتیبانی کنید.
* <a href="https://pyyaml.org/wiki/PyYAMLDocumentation" target="_blank"><code>pyyaml</code></a> - برای پشتیبانی `SchemaGenerator` در Starlet (به احتمال زیاد برای کار کردن با FastAPI به آن نیازی پیدا نمی‌کنید.).
* <a href="https://graphene-python.org/" target="_blank"><code>graphene</code></a> - در صورتی که از `GraphQLApp` پشتیبانی می‌کنید.
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - در صورتی که بخواهید از `UJSONResponse` استفاده کنید.
Used by FastAPI / Starlette:
استفاده شده توسط FastAPI / Starlette:
* <a href="https://www.uvicorn.org" target="_blank"><code>uvicorn</code></a> - for the server that loads and serves your application.
* <a href="https://github.com/ijl/orjson" target="_blank"><code>orjson</code></a> - Required if you want to use `ORJSONResponse`.
* <a href="https://www.uvicorn.org" target="_blank"><code>uvicorn</code></a> - برای سرور اجرا کننده برنامه وب.
* <a href="https://github.com/ijl/orjson" target="_blank"><code>orjson</code></a> - در صورتی که بخواهید از `ORJSONResponse` استفاده کنید.
You can install all of these with `pip install "fastapi[all]"`.
می‌توان همه این موارد را با استفاده از دستور `pip install fastapi[all]`. به صورت یکجا نصب کرد.
## License
## لایسنس
This project is licensed under the terms of the MIT license.
این پروژه مشمول قوانین و مقررات لایسنس MIT است.

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format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

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@@ -205,10 +205,6 @@ Cette "attente" 🕙 se mesure en microsecondes, mais tout de même, en cumulé
C'est pourquoi il est logique d'utiliser du code asynchrone ⏸🔀⏯ pour des APIs web.
La plupart des frameworks Python existants (y compris Flask et Django) ont été créés avant que les nouvelles fonctionnalités asynchrones de Python n'existent. Donc, les façons dont ils peuvent être déployés supportent l'exécution parallèle et une ancienne forme d'exécution asynchrone qui n'est pas aussi puissante que les nouvelles fonctionnalités de Python.
Et cela, bien que les spécifications principales du web asynchrone en Python (ou ASGI) ont été développées chez Django, pour ajouter le support des WebSockets.
Ce type d'asynchronicité est ce qui a rendu NodeJS populaire (bien que NodeJS ne soit pas parallèle) et c'est la force du Go en tant que langage de programmation.
Et c'est le même niveau de performance que celui obtenu avec **FastAPI**.

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@@ -0,0 +1,28 @@
# Déploiement - Intro
Le déploiement d'une application **FastAPI** est relativement simple.
## Que signifie le déploiement
**Déployer** une application signifie effectuer les étapes nécessaires pour la rendre **disponible pour les
utilisateurs**.
Pour une **API Web**, cela implique normalement de la placer sur une **machine distante**, avec un **programme serveur**
qui offre de bonnes performances, une bonne stabilité, _etc._, afin que vos **utilisateurs** puissent **accéder** à
l'application efficacement et sans interruption ni problème.
Ceci contraste avec les étapes de **développement**, où vous êtes constamment en train de modifier le code, de le casser
et de le réparer, d'arrêter et de redémarrer le serveur de développement, _etc._
## Stratégies de déploiement
Il existe plusieurs façons de procéder, en fonction de votre cas d'utilisation spécifique et des outils que vous
utilisez.
Vous pouvez **déployer un serveur** vous-même en utilisant une combinaison d'outils, vous pouvez utiliser un **service
cloud** qui fait une partie du travail pour vous, ou encore d'autres options possibles.
Je vais vous montrer certains des principaux concepts que vous devriez probablement avoir à l'esprit lors du déploiement
d'une application **FastAPI** (bien que la plupart de ces concepts s'appliquent à tout autre type d'application web).
Vous verrez plus de détails à avoir en tête et certaines des techniques pour le faire dans les sections suivantes. ✨

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@@ -0,0 +1,79 @@
# Histoire, conception et avenir
Il y a quelque temps, <a href="https://github.com/tiangolo/fastapi/issues/3#issuecomment-454956920" class="external-link" target="_blank">un utilisateur de **FastAPI** a demandé</a> :
> Quelle est l'histoire de ce projet ? Il semble être sorti de nulle part et est devenu génial en quelques semaines [...].
Voici un petit bout de cette histoire.
## Alternatives
Je crée des API avec des exigences complexes depuis plusieurs années (Machine Learning, systèmes distribués, jobs asynchrones, bases de données NoSQL, etc), en dirigeant plusieurs équipes de développeurs.
Dans ce cadre, j'ai dû étudier, tester et utiliser de nombreuses alternatives.
L'histoire de **FastAPI** est en grande partie l'histoire de ses prédécesseurs.
Comme dit dans la section [Alternatives](alternatives.md){.internal-link target=\_blank} :
<blockquote markdown="1">
**FastAPI** n'existerait pas sans le travail antérieur d'autres personnes.
Il y a eu de nombreux outils créés auparavant qui ont contribué à inspirer sa création.
J'ai évité la création d'un nouveau framework pendant plusieurs années. J'ai d'abord essayé de résoudre toutes les fonctionnalités couvertes par **FastAPI** en utilisant de nombreux frameworks, plug-ins et outils différents.
Mais à un moment donné, il n'y avait pas d'autre option que de créer quelque chose qui offre toutes ces fonctionnalités, en prenant les meilleures idées des outils précédents, et en les combinant de la meilleure façon possible, en utilisant des fonctionnalités du langage qui n'étaient même pas disponibles auparavant (annotations de type pour Python 3.6+).
</blockquote>
## Recherche
En utilisant toutes les alternatives précédentes, j'ai eu la chance d'apprendre de toutes, de prendre des idées, et de les combiner de la meilleure façon que j'ai pu trouver pour moi-même et les équipes de développeurs avec lesquelles j'ai travaillé.
Par exemple, il était clair que l'idéal était de se baser sur les annotations de type Python standard.
De plus, la meilleure approche était d'utiliser des normes déjà existantes.
Ainsi, avant même de commencer à coder **FastAPI**, j'ai passé plusieurs mois à étudier les spécifications d'OpenAPI, JSON Schema, OAuth2, etc. Comprendre leurs relations, leurs similarités et leurs différences.
## Conception
Ensuite, j'ai passé du temps à concevoir l'"API" de développeur que je voulais avoir en tant qu'utilisateur (en tant que développeur utilisant FastAPI).
J'ai testé plusieurs idées dans les éditeurs Python les plus populaires : PyCharm, VS Code, les éditeurs basés sur Jedi.
D'après la dernière <a href="https://www.jetbrains.com/research/python-developers-survey-2018/#development-tools" class="external-link" target="_blank">Enquête Développeurs Python</a>, cela couvre environ 80% des utilisateurs.
Cela signifie que **FastAPI** a été spécifiquement testé avec les éditeurs utilisés par 80% des développeurs Python. Et comme la plupart des autres éditeurs ont tendance à fonctionner de façon similaire, tous ses avantages devraient fonctionner pour pratiquement tous les éditeurs.
Ainsi, j'ai pu trouver les meilleurs moyens de réduire autant que possible la duplication du code, d'avoir la complétion partout, les contrôles de type et d'erreur, etc.
Le tout de manière à offrir la meilleure expérience de développement à tous les développeurs.
## Exigences
Après avoir testé plusieurs alternatives, j'ai décidé que j'allais utiliser <a href="https://pydantic-docs.helpmanual.io/" class="external-link" target="_blank">**Pydantic**</a> pour ses avantages.
J'y ai ensuite contribué, pour le rendre entièrement compatible avec JSON Schema, pour supporter différentes manières de définir les déclarations de contraintes, et pour améliorer le support des éditeurs (vérifications de type, autocomplétion) sur la base des tests effectués dans plusieurs éditeurs.
Pendant le développement, j'ai également contribué à <a href="https://www.starlette.io/" class="external-link" target="_blank">**Starlette**</a>, l'autre exigence clé.
## Développement
Au moment où j'ai commencé à créer **FastAPI** lui-même, la plupart des pièces étaient déjà en place, la conception était définie, les exigences et les outils étaient prêts, et la connaissance des normes et des spécifications était claire et fraîche.
## Futur
À ce stade, il est déjà clair que **FastAPI** et ses idées sont utiles pour de nombreuses personnes.
Elle a été préférée aux solutions précédentes parce qu'elle convient mieux à de nombreux cas d'utilisation.
De nombreux développeurs et équipes dépendent déjà de **FastAPI** pour leurs projets (y compris moi et mon équipe).
Mais il y a encore de nombreuses améliorations et fonctionnalités à venir.
**FastAPI** a un grand avenir devant lui.
Et [votre aide](help-fastapi.md){.internal-link target=\_blank} est grandement appréciée.

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@@ -111,7 +111,7 @@ If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be
## Requirements
Python 3.6+
Python 3.7+
FastAPI stands on the shoulders of giants:
@@ -135,7 +135,7 @@ You will also need an ASGI server, for production such as <a href="https://www.u
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

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@@ -69,9 +69,11 @@ nav:
- tutorial/background-tasks.md
- async.md
- Déploiement:
- deployment/index.md
- deployment/docker.md
- project-generation.md
- alternatives.md
- history-design-future.md
- external-links.md
markdown_extensions:
- toc:
@@ -90,6 +92,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

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@@ -54,6 +54,7 @@ nav:
- pt: /pt/
- ru: /ru/
- sq: /sq/
- sv: /sv/
- tr: /tr/
- uk: /uk/
- zh: /zh/
@@ -74,6 +75,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google
@@ -126,6 +129,8 @@ extra:
name: ru - русский язык
- link: /sq/
name: sq - shqip
- link: /sv/
name: sv - svenska
- link: /tr/
name: tr - Türkçe
- link: /uk/

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@@ -111,7 +111,7 @@ If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be
## Requirements
Python 3.6+
Python 3.7+
FastAPI stands on the shoulders of giants:
@@ -135,7 +135,7 @@ You will also need an ASGI server, for production such as <a href="https://www.u
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

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@@ -0,0 +1,80 @@
# Tutorial - Pedoman Pengguna - Pengenalan
Tutorial ini menunjukan cara menggunakan ***FastAPI*** dengan semua fitur-fiturnya, tahap demi tahap.
Setiap bagian dibangun secara bertahap dari bagian sebelumnya, tetapi terstruktur untuk memisahkan banyak topik, sehingga kamu bisa secara langsung menuju ke topik spesifik untuk menyelesaikan kebutuhan API tertentu.
Ini juga dibangun untuk digunakan sebagai referensi yang akan datang.
Sehingga kamu dapat kembali lagi dan mencari apa yang kamu butuhkan dengan tepat.
## Jalankan kode
Semua blok-blok kode dapat dicopy dan digunakan langsung (Mereka semua sebenarnya adalah file python yang sudah teruji).
Untuk menjalankan setiap contoh, copy kode ke file `main.py`, dan jalankan `uvicorn` dengan:
<div class="termy">
```console
$ uvicorn main:app --reload
<span style="color: green;">INFO</span>: Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
<span style="color: green;">INFO</span>: Started reloader process [28720]
<span style="color: green;">INFO</span>: Started server process [28722]
<span style="color: green;">INFO</span>: Waiting for application startup.
<span style="color: green;">INFO</span>: Application startup complete.
```
</div>
**SANGAT disarankan** agar kamu menulis atau meng-copy kode, meng-editnya dan menjalankannya secara lokal.
Dengan menggunakannya di dalam editor, benar-benar memperlihatkan manfaat dari FastAPI, melihat bagaimana sedikitnya kode yang harus kamu tulis, semua pengecekan tipe, pelengkapan otomatis, dll.
---
## Install FastAPI
Langkah pertama adalah dengan meng-install FastAPI.
Untuk tutorial, kamu mungkin hendak meng-instalnya dengan semua pilihan fitur dan dependensinya:
<div class="termy">
```console
$ pip install "fastapi[all]"
---> 100%
```
</div>
...yang juga termasuk `uvicorn`, yang dapat kamu gunakan sebagai server yang menjalankan kodemu.
!!! catatan
Kamu juga dapat meng-instalnya bagian demi bagian.
Hal ini mungkin yang akan kamu lakukan ketika kamu hendak men-deploy aplikasimu ke tahap produksi:
```
pip install fastapi
```
Juga install `uvicorn` untk menjalankan server"
```
pip install "uvicorn[standard]"
```
Dan demikian juga untuk pilihan dependensi yang hendak kamu gunakan.
## Pedoman Pengguna Lanjutan
Tersedia juga **Pedoman Pengguna Lanjutan** yang dapat kamu baca nanti setelah **Tutorial - Pedoman Pengguna** ini.
**Pedoman Pengguna Lanjutan**, dibangun atas hal ini, menggunakan konsep yang sama, dan mengajarkan kepadamu beberapa fitur tambahan.
Tetapi kamu harus membaca terlebih dahulu **Tutorial - Pedoman Pengguna** (apa yang sedang kamu baca sekarang).
Hal ini didesain sehingga kamu dapat membangun aplikasi lengkap dengan hanya **Tutorial - Pedoman Pengguna**, dan kemudian mengembangkannya ke banyak cara yang berbeda, tergantung dari kebutuhanmu, menggunakan beberapa ide-ide tambahan dari **Pedoman Pengguna Lanjutan**.

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@@ -75,6 +75,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

View File

@@ -111,7 +111,7 @@ If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be
## Requirements
Python 3.6+
Python 3.7+
FastAPI stands on the shoulders of giants:
@@ -135,7 +135,7 @@ You will also need an ASGI server, for production such as <a href="https://www.u
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

View File

@@ -75,6 +75,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

View File

@@ -0,0 +1,156 @@
# NoSQL (分散 / ビッグデータ) Databases
**FastAPI** はあらゆる <abbr title="分散データベース (Big Data)や 'Not Only SQL'">NoSQL</abbr>と統合することもできます。
ここでは<abbr title="ここでのドキュメントとは、キーと値を持つJSONオブジェクトディクショナリーをあらわし、これらの値は他のJSONオブジェクトや配列リスト、数値、文字列、真偽値などにすることができます。">ドキュメント</abbr>ベースのNoSQLデータベースである**<a href="https://www.couchbase.com/" class="external-link" target="_blank">Couchbase</a>**を使用した例を見てみましょう。
他にもこれらのNoSQLデータベースを利用することが出来ます:
* **MongoDB**
* **Cassandra**
* **CouchDB**
* **ArangoDB**
* **ElasticSearch** など。
!!! tip "豆知識"
**FastAPI**と**Couchbase**を使った公式プロジェクト・ジェネレータがあります。すべて**Docker**ベースで、フロントエンドやその他のツールも含まれています: <a href="https://github.com/tiangolo/full-stack-fastapi-couchbase" class="external-link" target="_blank">https://github.com/tiangolo/full-stack-fastapi-couchbase</a>
## Couchbase コンポーネントの Import
まずはImportしましょう。今はその他のソースコードに注意を払う必要はありません。
```Python hl_lines="3-5"
{!../../../docs_src/nosql_databases/tutorial001.py!}
```
## "document type" として利用する定数の定義
documentで利用する固定の`type`フィールドを用意しておきます。
これはCouchbaseで必須ではありませんが、後々の助けになるベストプラクティスです。
```Python hl_lines="9"
{!../../../docs_src/nosql_databases/tutorial001.py!}
```
## `Bucket` を取得する関数の追加
**Couchbase**では、bucketはdocumentのセットで、様々な種類のものがあります。
Bucketは通常、同一のアプリケーション内で互いに関係を持っています。
リレーショナルデータベースの世界でいう"database"(データベースサーバではなく特定のdatabase)と類似しています。
**MongoDB** で例えると"collection"と似た概念です。
次のコードでは主に `Bucket` を利用してCouchbaseを操作します。
この関数では以下の処理を行います:
* **Couchbase** クラスタ(1台の場合もあるでしょう)に接続
* タイムアウトのデフォルト値を設定
* クラスタで認証を取得
* `Bucket` インスタンスを取得
* タイムアウトのデフォルト値を設定
* 作成した`Bucket`インスタンスを返却
```Python hl_lines="12-21"
{!../../../docs_src/nosql_databases/tutorial001.py!}
```
## Pydantic モデルの作成
**Couchbase**のdocumentは実際には単にJSONオブジェクトなのでPydanticを利用してモデルに出来ます。
### `User` モデル
まずは`User`モデルを作成してみましょう:
```Python hl_lines="24-28"
{!../../../docs_src/nosql_databases/tutorial001.py!}
```
このモデルは*path operation*に使用するので`hashed_password`は含めません。
### `UserInDB` モデル
それでは`UserInDB`モデルを作成しましょう。
こちらは実際にデータベースに保存されるデータを保持します。
`User`モデルの持つ全ての属性に加えていくつかの属性を追加するのでPydanticの`BaseModel`を継承せずに`User`のサブクラスとして定義します:
```Python hl_lines="31-33"
{!../../../docs_src/nosql_databases/tutorial001.py!}
```
!!! note "備考"
データベースに保存される`hashed_password`と`type`フィールドを`UserInDB`モデルに保持させていることに注意してください。
しかしこれらは(*path operation*で返却する)一般的な`User`モデルには含まれません
## user の取得
それでは次の関数を作成しましょう:
* username を取得する
* username を利用してdocumentのIDを生成する
* 作成したIDでdocumentを取得する
* documentの内容を`UserInDB`モデルに設定する
*path operation関数*とは別に、`username`(またはその他のパラメータ)からuserを取得することだけに特化した関数を作成することで、より簡単に複数の部分で再利用したり<abbr title="コードで書かれた自動テストで、他のコードが正しく動作しているかどうかをチェックするもの。">ユニットテスト</abbr>を追加することができます。
```Python hl_lines="36-42"
{!../../../docs_src/nosql_databases/tutorial001.py!}
```
### f-strings
`f"userprofile::{username}"` という記載に馴染みがありませんか?これは Python の"<a href="https://docs.python.org/3/glossary.html#term-f-string" class="external-link" target="_blank">f-string</a>"と呼ばれるものです。
f-stringの`{}`の中に入れられた変数は、文字列の中に展開/注入されます。
### `dict` アンパック
`UserInDB(**result.value)`という記載に馴染みがありませんか?<a href="https://docs.python.org/3/glossary.html#term-argument" class="external-link" target="_blank">これは`dict`の"アンパック"</a>と呼ばれるものです。
これは`result.value`の`dict`からそのキーと値をそれぞれ取りキーワード引数として`UserInDB`に渡します。
例えば`dict`が下記のようになっていた場合:
```Python
{
"username": "johndoe",
"hashed_password": "some_hash",
}
```
`UserInDB`には次のように渡されます:
```Python
UserInDB(username="johndoe", hashed_password="some_hash")
```
## **FastAPI** コードの実装
### `FastAPI` app の作成
```Python hl_lines="46"
{!../../../docs_src/nosql_databases/tutorial001.py!}
```
### *path operation関数*の作成
私たちのコードはCouchbaseを呼び出しており、<a href="https://docs.couchbase.com/python-sdk/2.5/async-programming.html#asyncio-python-3-5" class="external-link" target="_blank">実験的なPython <code>await</code></a>を使用していないので、私たちは`async def`ではなく通常の`def`で関数を宣言する必要があります。
また、Couchbaseは単一の`Bucket`オブジェクトを複数の<abbr title="プログラムによって実行される一連のコードのことで、同時に、または間隔をおいて他のコードも実行されることがあります。">スレッド</abbr>で使用しないことを推奨していますので、単に直接Bucketを取得して関数に渡すことが出来ます。
```Python hl_lines="49-53"
{!../../../docs_src/nosql_databases/tutorial001.py!}
```
## まとめ
他のサードパーティ製のNoSQLデータベースを利用する場合でも、そのデータベースの標準ライブラリを利用するだけで利用できます。
他の外部ツール、システム、APIについても同じことが言えます。

View File

@@ -88,62 +88,29 @@ $ python -m venv env
!!! tip "豆知識"
この環境で`pip`を使って新しいパッケージをインストールするたびに、仮想環境を再度有効化します。
これにより、そのパッケージによってインストールされたターミナルのプログラム (`flit`など) を使用する場合、ローカル環境のものを使用し、グローバルにインストールされたものは使用されなくなります。
これにより、そのパッケージによってインストールされたターミナルのプログラム を使用する場合、ローカル環境のものを使用し、グローバルにインストールされたものは使用されなくなります。
### Flit
### pip
**FastAPI**は<a href="https://flit.readthedocs.io/en/latest/index.html" class="external-link" target="_blank">Flit</a> を使って、ビルド、パッケージ化、公開します。
上記のように環境を有効化した後、`flit`をインストールします:
上記のように環境を有効化した後:
<div class="termy">
```console
$ pip install flit
$ pip install -e .[dev,doc,test]
---> 100%
```
</div>
次に、環境を再び有効化して、インストールしたばかりの`flit` (グローバルではない) を使用していることを確認します。
そして、`flit`を使用して開発のための依存関係をインストールします:
=== "Linux, macOS"
<div class="termy">
```console
$ flit install --deps develop --symlink
---> 100%
```
</div>
=== "Windows"
Windowsユーザーは、`--symlink`のかわりに`--pth-file`を使用します:
<div class="termy">
```console
$ flit install --deps develop --pth-file
---> 100%
```
</div>
これで、すべての依存関係とFastAPIを、ローカル環境にインストールします。
#### ローカル環境でFastAPIを使う
FastAPIをインポートして使用するPythonファイルを作成し、ローカル環境で実行すると、ローカルのFastAPIソースコードが使用されます。
そして、`--symlink` (Windowsでは` --pth-file`) でインストールされているローカルのFastAPIソースコードを更新した場合、そのPythonファイルを再度実行すると、更新したばかりの新しいバージョンのFastAPIが使用されます。
そして、`-e` でインストールされているローカルのFastAPIソースコードを更新した場合、そのPythonファイルを再度実行すると、更新したばかりの新しいバージョンのFastAPIが使用されます。
これにより、ローカルバージョンを「インストール」しなくても、すべての変更をテストできます。
@@ -161,7 +128,7 @@ $ bash scripts/format.sh
また、すべてのインポートを自動でソートします。
正しく並べ替えるには、上記セクションのコマンドで `--symlink` (Windowsの場合は` --pth-file`) を使い、FastAPIをローカル環境にインストールしている必要があります。
正しく並べ替えるには、上記セクションのコマンドで `-e` を使い、FastAPIをローカル環境にインストールしている必要があります。
### インポートの整形

View File

@@ -11,7 +11,7 @@
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

View File

@@ -107,7 +107,7 @@ FastAPI は、Pythonの標準である型ヒントに基づいてPython 3.6 以
## 必要条件
Python 3.6+
Python 3.7+
FastAPI は巨人の肩の上に立っています。
@@ -131,7 +131,7 @@ $ pip install fastapi
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

View File

@@ -43,7 +43,7 @@ $ uvicorn main:app --reload
<div class="termy">
```console
$ pip install fastapi[all]
$ pip install "fastapi[all]"
---> 100%
```
@@ -64,7 +64,7 @@ $ pip install fastapi[all]
また、サーバーとして動作するように`uvicorn` をインストールします:
```
pip install uvicorn[standard]
pip install "uvicorn[standard]"
```
そして、使用したい依存関係をそれぞれ同様にインストールします。

View File

@@ -85,6 +85,7 @@ nav:
- advanced/additional-status-codes.md
- advanced/response-directly.md
- advanced/custom-response.md
- advanced/nosql-databases.md
- advanced/conditional-openapi.md
- async.md
- デプロイ:
@@ -117,6 +118,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

View File

@@ -107,7 +107,7 @@ FastAPI는 현대적이고, 빠르며(고성능), 파이썬 표준 타입 힌트
## 요구사항
Python 3.6+
Python 3.7+
FastAPI는 거인들의 어깨 위에 서 있습니다:
@@ -131,7 +131,7 @@ $ pip install fastapi
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

View File

@@ -43,7 +43,7 @@ $ uvicorn main:app --reload
<div class="termy">
```console
$ pip install fastapi[all]
$ pip install "fastapi[all]"
---> 100%
```

View File

@@ -68,6 +68,7 @@ nav:
- tutorial/response-status-code.md
- tutorial/request-files.md
- tutorial/request-forms-and-files.md
- tutorial/encoder.md
markdown_extensions:
- toc:
permalink: true
@@ -85,6 +86,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

View File

@@ -114,7 +114,7 @@ If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be
## Requirements
Python 3.6+
Python 3.7+
FastAPI stands on the shoulders of giants:

View File

@@ -75,6 +75,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

View File

@@ -106,7 +106,7 @@ Jeżeli tworzysz aplikacje <abbr title="aplikacja z interfejsem konsolowym">CLI<
## Wymagania
Python 3.6+
Python 3.7+
FastAPI oparty jest na:
@@ -130,7 +130,7 @@ Na serwerze produkcyjnym będziesz także potrzebował serwera ASGI, np. <a href
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

View File

@@ -78,6 +78,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

View File

@@ -89,61 +89,29 @@ Se ele exibir o binário `pip` em `env/bin/pip` então funcionou. 🎉
!!! tip
Toda vez que você instalar um novo pacote com `pip` nesse ambiente, ative o ambiente novamente.
Isso garante que se você usar um programa instalado por aquele pacote (como `flit`), você utilizará aquele de seu ambiente local e não outro que possa estar instalado globalmente.
Isso garante que se você usar um programa instalado por aquele pacote, você utilizará aquele de seu ambiente local e não outro que possa estar instalado globalmente.
### Flit
### pip
**FastAPI** utiliza <a href="https://flit.readthedocs.io/en/latest/index.html" class="external-link" target="_blank">Flit</a> para construir, empacotar e publicar o projeto.
Após ativar o ambiente como descrito acima, instale o `flit`:
Após ativar o ambiente como descrito acima:
<div class="termy">
```console
$ pip install flit
$ pip install -e .[dev,doc,test]
---> 100%
```
</div>
Ative novamente o ambiente para ter certeza que você esteja utilizando o `flit` que você acabou de instalar (e não um global).
E agora use `flit` para instalar as dependências de desenvolvimento:
=== "Linux, macOS"
<div class="termy">
```console
$ flit install --deps develop --symlink
---> 100%
```
</div>
=== "Windows"
Se você está no Windows, use `--pth-file` ao invés de `--symlink`:
<div class="termy">
```console
$ flit install --deps develop --pth-file
---> 100%
```
</div>
Isso irá instalar todas as dependências e seu FastAPI local em seu ambiente local.
#### Usando seu FastAPI local
Se você cria um arquivo Python que importa e usa FastAPI, e roda com Python de seu ambiente local, ele irá utilizar o código fonte de seu FastAPI local.
E se você atualizar o código fonte do FastAPI local, como ele é instalado com `--symlink` (ou `--pth-file` no Windows), quando você rodar aquele arquivo Python novamente, ele irá utilizar a nova versão do FastAPI que você acabou de editar.
E se você atualizar o código fonte do FastAPI local, como ele é instalado com `-e`, quando você rodar aquele arquivo Python novamente, ele irá utilizar a nova versão do FastAPI que você acabou de editar.
Desse modo, você não tem que "instalar" sua versão local para ser capaz de testar cada mudança.
@@ -161,7 +129,7 @@ $ bash scripts/format.sh
Ele irá organizar também todos os seus imports.
Para que ele organize os imports corretamente, você precisa ter o FastAPI instalado localmente em seu ambiente, com o comando na seção acima usando `--symlink` (ou `--pth-file` no Windows).
Para que ele organize os imports corretamente, você precisa ter o FastAPI instalado localmente em seu ambiente, com o comando na seção acima usando `-e`.
### Formato dos imports

View File

@@ -336,7 +336,7 @@ Você apenas precisa instalar um servidor ASGI compatível como:
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

View File

@@ -100,7 +100,7 @@ Se você estiver construindo uma aplicação <abbr title="Command Line Interface
## Requisitos
Python 3.6+
Python 3.7+
FastAPI está nos ombros de gigantes:
@@ -124,7 +124,7 @@ Você também precisará de um servidor ASGI para produção, tal como <a href="
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```

View File

@@ -0,0 +1,251 @@
# Manipulação de erros
Há diversas situações em que você precisa notificar um erro a um cliente que está utilizando a sua API.
Esse cliente pode ser um browser com um frontend, o código de outra pessoa, um dispositivo IoT, etc.
Pode ser que você precise comunicar ao cliente que:
* O cliente não tem direitos para realizar aquela operação.
* O cliente não tem acesso aquele recurso.
* O item que o cliente está tentando acessar não existe.
* etc.
Nesses casos, você normalmente retornaria um **HTTP status code** próximo ao status code na faixa do status code **400** (do 400 ao 499).
Isso é bastante similar ao caso do HTTP status code 200 (do 200 ao 299). Esses "200" status codes significam que, de algum modo, houve sucesso na requisição.
Os status codes na faixa dos 400 significam que houve um erro por parte do cliente.
Você se lembra de todos aqueles erros (e piadas) a respeito do "**404 Not Found**"?
## Use o `HTTPException`
Para retornar ao cliente *responses* HTTP com erros, use o `HTTPException`.
### Import `HTTPException`
```Python hl_lines="1"
{!../../../docs_src/handling_errors/tutorial001.py!}
```
### Lance o `HTTPException` no seu código.
`HTTPException`, ao fundo, nada mais é do que a conjunção entre uma exceção comum do Python e informações adicionais relevantes para APIs.
E porque é uma exceção do Python, você não **retorna** (return) o `HTTPException`, você lança o (raise) no seu código.
Isso também significa que, se você está escrevendo uma função de utilidade, a qual você está chamando dentro da sua função de operações de caminhos, e você lança o `HTTPException` dentro da função de utilidade, o resto do seu código não será executado dentro da função de operações de caminhos. Ao contrário, o `HTTPException` irá finalizar a requisição no mesmo instante e enviará o erro HTTP oriundo do `HTTPException` para o cliente.
O benefício de lançar uma exceção em vez de retornar um valor ficará mais evidente na seção sobre Dependências e Segurança.
Neste exemplo, quando o cliente pede, na requisição, por um item cujo ID não existe, a exceção com o status code `404` é lançada:
```Python hl_lines="11"
{!../../../docs_src/handling_errors/tutorial001.py!}
```
### A response resultante
Se o cliente faz uma requisição para `http://example.com/items/foo` (um `item_id` `"foo"`), esse cliente receberá um HTTP status code 200, e uma resposta JSON:
```
{
"item": "The Foo Wrestlers"
}
```
Mas se o cliente faz uma requisição para `http://example.com/items/bar` (ou seja, um não existente `item_id "bar"`), esse cliente receberá um HTTP status code 404 (o erro "não encontrado" — *not found error*), e uma resposta JSON:
```JSON
{
"detail": "Item not found"
}
```
!!! tip "Dica"
Quando você lançar um `HTTPException`, você pode passar qualquer valor convertível em JSON como parâmetro de `detail`, e não apenas `str`.
Você pode passar um `dict` ou um `list`, etc.
Esses tipos de dados são manipulados automaticamente pelo **FastAPI** e convertidos em JSON.
## Adicione headers customizados
Há certas situações em que é bastante útil poder adicionar headers customizados no HTTP error. Exemplo disso seria adicionar headers customizados para tipos de segurança.
Você provavelmente não precisará utilizar esses headers diretamente no seu código.
Mas caso você precise, para um cenário mais complexo, você pode adicionar headers customizados:
```Python hl_lines="14"
{!../../../docs_src/handling_errors/tutorial002.py!}
```
## Instalando manipuladores de exceções customizados
Você pode adicionar manipuladores de exceção customizados com <a href="https://www.starlette.io/exceptions/" class="external-link" target="_blank">a mesma seção de utilidade de exceções presentes no Starlette</a>
Digamos que você tenha uma exceção customizada `UnicornException` que você (ou uma biblioteca que você use) precise lançar (`raise`).
Nesse cenário, se você precisa manipular essa exceção de modo global com o FastAPI, você pode adicionar um manipulador de exceção customizada com `@app.exception_handler()`.
```Python hl_lines="5-7 13-18 24"
{!../../../docs_src/handling_errors/tutorial003.py!}
```
Nesse cenário, se você fizer uma requisição para `/unicorns/yolo`, a *operação de caminho* vai lançar (`raise`) o `UnicornException`.
Essa exceção será manipulada, contudo, pelo `unicorn_exception_handler`.
Dessa forma você receberá um erro "limpo", com o HTTP status code `418` e um JSON com o conteúdo:
```JSON
{"message": "Oops! yolo did something. There goes a rainbow..."}
```
!!! note "Detalhes Técnicos"
Você também pode usar `from starlette.requests import Request` and `from starlette.responses import JSONResponse`.
**FastAPI** disponibiliza o mesmo `starlette.responses` através do `fastapi.responses` por conveniência ao desenvolvedor. Contudo, a maior parte das respostas disponíveis vem diretamente do Starlette. O mesmo acontece com o `Request`.
## Sobrescreva o manipulador padrão de exceções
**FastAPI** tem alguns manipuladores padrão de exceções.
Esses manipuladores são os responsáveis por retornar o JSON padrão de respostas quando você lança (`raise`) o `HTTPException` e quando a requisição tem dados invalidos.
Você pode sobrescrever esses manipuladores de exceção com os seus próprios manipuladores.
## Sobrescreva exceções de validação da requisição
Quando a requisição contém dados inválidos, **FastAPI** internamente lança para o `RequestValidationError`.
Para sobrescrevê-lo, importe o `RequestValidationError` e use-o com o `@app.exception_handler(RequestValidationError)` para decorar o manipulador de exceções.
```Python hl_lines="2 14-16"
{!../../../docs_src/handling_errors/tutorial004.py!}
```
Se você for ao `/items/foo`, em vez de receber o JSON padrão com o erro:
```JSON
{
"detail": [
{
"loc": [
"path",
"item_id"
],
"msg": "value is not a valid integer",
"type": "type_error.integer"
}
]
}
```
você receberá a versão em texto:
```
1 validation error
path -> item_id
value is not a valid integer (type=type_error.integer)
```
### `RequestValidationError` vs `ValidationError`
!!! warning "Aviso"
Você pode pular estes detalhes técnicos caso eles não sejam importantes para você neste momento.
`RequestValidationError` é uma subclasse do <a href="https://pydantic-docs.helpmanual.io/#error-handling" class="external-link" target="_blank">`ValidationError`</a> existente no Pydantic.
**FastAPI** faz uso dele para que você veja o erro no seu log, caso você utilize um modelo de Pydantic em `response_model`, e seus dados tenham erro.
Contudo, o cliente ou usuário não terão acesso a ele. Ao contrário, o cliente receberá um "Internal Server Error" com o HTTP status code `500`.
E assim deve ser porque seria um bug no seu código ter o `ValidationError` do Pydantic na sua *response*, ou em qualquer outro lugar do seu código (que não na requisição do cliente).
E enquanto você conserta o bug, os clientes / usuários não deveriam ter acesso às informações internas do erro, porque, desse modo, haveria exposição de uma vulnerabilidade de segurança.
Do mesmo modo, você pode sobreescrever o `HTTPException`.
Por exemplo, você pode querer retornar uma *response* em *plain text* ao invés de um JSON para os seguintes erros:
```Python hl_lines="3-4 9-11 22"
{!../../../docs_src/handling_errors/tutorial004.py!}
```
!!! note "Detalhes Técnicos"
Você pode usar `from starlette.responses import PlainTextResponse`.
**FastAPI** disponibiliza o mesmo `starlette.responses` como `fastapi.responses`, como conveniência a você, desenvolvedor. Contudo, a maior parte das respostas disponíveis vem diretamente do Starlette.
### Use o body do `RequestValidationError`.
O `RequestValidationError` contém o `body` que ele recebeu de dados inválidos.
Você pode utilizá-lo enquanto desenvolve seu app para conectar o *body* e debugá-lo, e assim retorná-lo ao usuário, etc.
Tente enviar um item inválido como este:
```JSON
{
"title": "towel",
"size": "XL"
}
```
Você receberá uma *response* informando-o de que a data é inválida, e contendo o *body* recebido:
```JSON hl_lines="12-15"
{
"detail": [
{
"loc": [
"body",
"size"
],
"msg": "value is not a valid integer",
"type": "type_error.integer"
}
],
"body": {
"title": "towel",
"size": "XL"
}
}
```
#### O `HTTPException` do FastAPI vs o `HTTPException` do Starlette.
O **FastAPI** tem o seu próprio `HTTPException`.
E a classe de erro `HTTPException` do **FastAPI** herda da classe de erro do `HTTPException` do Starlette.
A diferença entre os dois é a de que o `HTTPException` do **FastAPI** permite que você adicione *headers* que serão incluídos nas *responses*.
Esses *headers* são necessários/utilizados internamente pelo OAuth 2.0 e também por outras utilidades de segurança.
Portanto, você pode continuar lançando o `HTTPException` do **FastAPI** normalmente no seu código.
Porém, quando você registrar um manipulador de exceção, você deve registrá-lo através do `HTTPException` do Starlette.
Dessa forma, se qualquer parte do código interno, extensão ou plug-in do Starlette lançar o `HTTPException`, o seu manipulador de exceção poderá capturar esse lançamento e tratá-lo.
```Python
from starlette.exceptions import HTTPException as StarletteHTTPException
```
### Re-use os manipulares de exceção do **FastAPI**
Se você quer usar a exceção em conjunto com o mesmo manipulador de exceção *default* do **FastAPI**, você pode importar e re-usar esses manipuladores de exceção do `fastapi.exception_handlers`:
```Python hl_lines="2-5 15 21"
{!../../../docs_src/handling_errors/tutorial006.py!}
```
Nesse exemplo você apenas imprime (`print`) o erro com uma mensagem expressiva. Mesmo assim, dá para pegar a ideia. Você pode usar a exceção e então apenas re-usar o manipulador de exceção *default*.

View File

@@ -0,0 +1,128 @@
# Parâmetros de Cabeçalho
Você pode definir parâmetros de Cabeçalho da mesma maneira que define paramêtros com `Query`, `Path` e `Cookie`.
## importe `Header`
Primeiro importe `Header`:
=== "Python 3.6 and above"
```Python hl_lines="3"
{!> ../../../docs_src/header_params/tutorial001.py!}
```
=== "Python 3.10 and above"
```Python hl_lines="1"
{!> ../../../docs_src/header_params/tutorial001_py310.py!}
```
## Declare parâmetros de `Header`
Então declare os paramêtros de cabeçalho usando a mesma estrutura que em `Path`, `Query` e `Cookie`.
O primeiro valor é o valor padrão, você pode passar todas as validações adicionais ou parâmetros de anotação:
=== "Python 3.6 and above"
```Python hl_lines="9"
{!> ../../../docs_src/header_params/tutorial001.py!}
```
=== "Python 3.10 and above"
```Python hl_lines="7"
{!> ../../../docs_src/header_params/tutorial001_py310.py!}
```
!!! note "Detalhes Técnicos"
`Header` é uma classe "irmã" de `Path`, `Query` e `Cookie`. Ela também herda da mesma classe em comum `Param`.
Mas lembre-se que quando você importa `Query`, `Path`, `Header`, e outras de `fastapi`, elas são na verdade funções que retornam classes especiais.
!!! info
Para declarar headers, você precisa usar `Header`, caso contrário, os parâmetros seriam interpretados como parâmetros de consulta.
## Conversão automática
`Header` tem algumas funcionalidades a mais em relação a `Path`, `Query` e `Cookie`.
A maioria dos cabeçalhos padrão são separados pelo caractere "hífen", também conhecido como "sinal de menos" (`-`).
Mas uma variável como `user-agent` é inválida em Python.
Portanto, por padrão, `Header` converterá os caracteres de nomes de parâmetros de sublinhado (`_`) para hífen (`-`) para extrair e documentar os cabeçalhos.
Além disso, os cabeçalhos HTTP não diferenciam maiúsculas de minúsculas, portanto, você pode declará-los com o estilo padrão do Python (também conhecido como "snake_case").
Portanto, você pode usar `user_agent` como faria normalmente no código Python, em vez de precisar colocar as primeiras letras em maiúsculas como `User_Agent` ou algo semelhante.
Se por algum motivo você precisar desabilitar a conversão automática de sublinhados para hífens, defina o parâmetro `convert_underscores` de `Header` para `False`:
=== "Python 3.6 and above"
```Python hl_lines="10"
{!> ../../../docs_src/header_params/tutorial002.py!}
```
=== "Python 3.10 and above"
```Python hl_lines="8"
{!> ../../../docs_src/header_params/tutorial002_py310.py!}
```
!!! warning "Aviso"
Antes de definir `convert_underscores` como `False`, lembre-se de que alguns proxies e servidores HTTP não permitem o uso de cabeçalhos com sublinhados.
## Cabeçalhos duplicados
É possível receber cabeçalhos duplicados. Isso significa, o mesmo cabeçalho com vários valores.
Você pode definir esses casos usando uma lista na declaração de tipo.
Você receberá todos os valores do cabeçalho duplicado como uma `list` Python.
Por exemplo, para declarar um cabeçalho de `X-Token` que pode aparecer mais de uma vez, você pode escrever:
=== "Python 3.6 and above"
```Python hl_lines="9"
{!> ../../../docs_src/header_params/tutorial003.py!}
```
=== "Python 3.9 and above"
```Python hl_lines="9"
{!> ../../../docs_src/header_params/tutorial003_py39.py!}
```
=== "Python 3.10 and above"
```Python hl_lines="7"
{!> ../../../docs_src/header_params/tutorial003_py310.py!}
```
Se você se comunicar com essa *operação de caminho* enviando dois cabeçalhos HTTP como:
```
X-Token: foo
X-Token: bar
```
A resposta seria como:
```JSON
{
"X-Token values": [
"bar",
"foo"
]
}
```
## Recapitulando
Declare cabeçalhos com `Header`, usando o mesmo padrão comum que utiliza-se em `Query`, `Path` e `Cookie`.
E não se preocupe com sublinhados em suas variáveis, FastAPI cuidará da conversão deles.

View File

@@ -43,7 +43,7 @@ Para o tutorial, você deve querer instalá-lo com todas as dependências e recu
<div class="termy">
```console
$ pip install fastapi[all]
$ pip install "fastapi[all]"
---> 100%
```
@@ -64,7 +64,7 @@ $ pip install fastapi[all]
Também instale o `uvicorn` para funcionar como servidor:
```
pip install uvicorn[standard]
pip install "uvicorn[standard]"
```
E o mesmo para cada dependência opcional que você quiser usar.

View File

@@ -0,0 +1,224 @@
# Parâmetros de Consulta
Quando você declara outros parâmetros na função que não fazem parte dos parâmetros da rota, esses parâmetros são automaticamente interpretados como parâmetros de "consulta".
```Python hl_lines="9"
{!../../../docs_src/query_params/tutorial001.py!}
```
A consulta é o conjunto de pares chave-valor que vai depois de `?` na URL, separado pelo caractere `&`.
Por exemplo, na URL:
```
http://127.0.0.1:8000/items/?skip=0&limit=10
```
...os parâmetros da consulta são:
* `skip`: com o valor `0`
* `limit`: com o valor `10`
Como eles são parte da URL, eles são "naturalmente" strings.
Mas quando você declara eles com os tipos do Python (no exemplo acima, como `int`), eles são convertidos para aquele tipo e validados em relação a ele.
Todo o processo que era aplicado para parâmetros de rota também é aplicado para parâmetros de consulta:
* Suporte do editor (obviamente)
* <abbr title="convertendo uma string que vem de um request HTTP em um dado Python">"Parsing"</abbr> de dados
* Validação de dados
* Documentação automática
## Valores padrão
Como os parâmetros de consulta não são uma parte fixa da rota, eles podem ser opcionais e podem ter valores padrão.
No exemplo acima eles tem valores padrão de `skip=0` e `limit=10`.
Então, se você for até a URL:
```
http://127.0.0.1:8000/items/
```
Seria o mesmo que ir para:
```
http://127.0.0.1:8000/items/?skip=0&limit=10
```
Mas, se por exemplo você for para:
```
http://127.0.0.1:8000/items/?skip=20
```
Os valores dos parâmetros na sua função serão:
* `skip=20`: Por que você definiu isso na URL
* `limit=10`: Por que esse era o valor padrão
## Parâmetros opcionais
Da mesma forma, você pode declarar parâmetros de consulta opcionais, definindo o valor padrão para `None`:
=== "Python 3.6 and above"
```Python hl_lines="9"
{!> ../../../docs_src/query_params/tutorial002.py!}
```
=== "Python 3.10 and above"
```Python hl_lines="7"
{!> ../../../docs_src/query_params/tutorial002_py310.py!}
```
Nesse caso, o parâmetro da função `q` será opcional, e `None` será o padrão.
!!! check "Verificar"
Você também pode notar que o **FastAPI** é esperto o suficiente para perceber que o parâmetro da rota `item_id` é um parâmetro da rota, e `q` não é, portanto, `q` é o parâmetro de consulta.
## Conversão dos tipos de parâmetros de consulta
Você também pode declarar tipos `bool`, e eles serão convertidos:
=== "Python 3.6 and above"
```Python hl_lines="9"
{!> ../../../docs_src/query_params/tutorial003.py!}
```
=== "Python 3.10 and above"
```Python hl_lines="7"
{!> ../../../docs_src/query_params/tutorial003_py310.py!}
```
Nesse caso, se você for para:
```
http://127.0.0.1:8000/items/foo?short=1
```
ou
```
http://127.0.0.1:8000/items/foo?short=True
```
ou
```
http://127.0.0.1:8000/items/foo?short=true
```
ou
```
http://127.0.0.1:8000/items/foo?short=on
```
ou
```
http://127.0.0.1:8000/items/foo?short=yes
```
ou qualquer outra variação (tudo em maiúscula, primeira letra em maiúscula, etc), a sua função vai ver o parâmetro `short` com um valor `bool` de `True`. Caso contrário `False`.
## Múltiplos parâmetros de rota e consulta
Você pode declarar múltiplos parâmetros de rota e parâmetros de consulta ao mesmo tempo, o **FastAPI** vai saber o quê é o quê.
E você não precisa declarar eles em nenhuma ordem específica.
Eles serão detectados pelo nome:
=== "Python 3.6 and above"
```Python hl_lines="8 10"
{!> ../../../docs_src/query_params/tutorial004.py!}
```
=== "Python 3.10 and above"
```Python hl_lines="6 8"
{!> ../../../docs_src/query_params/tutorial004_py310.py!}
```
## Parâmetros de consulta obrigatórios
Quando você declara um valor padrão para parâmetros que não são de rota (até agora, nós vimos apenas parâmetros de consulta), então eles não são obrigatórios.
Caso você não queira adicionar um valor específico mas queira apenas torná-lo opcional, defina o valor padrão como `None`.
Porém, quando você quiser fazer com que o parâmetro de consulta seja obrigatório, você pode simplesmente não declarar nenhum valor como padrão.
```Python hl_lines="6-7"
{!../../../docs_src/query_params/tutorial005.py!}
```
Aqui o parâmetro de consulta `needy` é um valor obrigatório, do tipo `str`.
Se você abrir no seu navegador a URL:
```
http://127.0.0.1:8000/items/foo-item
```
... sem adicionar o parâmetro obrigatório `needy`, você verá um erro como:
```JSON
{
"detail": [
{
"loc": [
"query",
"needy"
],
"msg": "field required",
"type": "value_error.missing"
}
]
}
```
Como `needy` é um parâmetro obrigatório, você precisaria defini-lo na URL:
```
http://127.0.0.1:8000/items/foo-item?needy=sooooneedy
```
...isso deve funcionar:
```JSON
{
"item_id": "foo-item",
"needy": "sooooneedy"
}
```
E claro, você pode definir alguns parâmetros como obrigatórios, alguns possuindo um valor padrão, e outros sendo totalmente opcionais:
=== "Python 3.6 and above"
```Python hl_lines="10"
{!> ../../../docs_src/query_params/tutorial006.py!}
```
=== "Python 3.10 and above"
```Python hl_lines="8"
{!> ../../../docs_src/query_params/tutorial006_py310.py!}
```
Nesse caso, existem 3 parâmetros de consulta:
* `needy`, um `str` obrigatório.
* `skip`, um `int` com o valor padrão `0`.
* `limit`, um `int` opcional.
!!! tip "Dica"
Você também poderia usar `Enum` da mesma forma que com [Path Parameters](path-params.md#predefined-values){.internal-link target=_blank}.

View File

@@ -0,0 +1,181 @@
# Segurança - Primeiros Passos
Vamos imaginar que você tem a sua API **backend** em algum domínio.
E você tem um **frontend** em outro domínio ou em um path diferente no mesmo domínio (ou em uma aplicação mobile).
E você quer uma maneira de o frontend autenticar o backend, usando um **username** e **senha**.
Nós podemos usar o **OAuth2** junto com o **FastAPI**.
Mas, vamos poupar-lhe o tempo de ler toda a especificação apenas para achar as pequenas informações que você precisa.
Vamos usar as ferramentas fornecidas pela **FastAPI** para lidar com segurança.
## Como Parece
Vamos primeiro usar o código e ver como funciona, e depois voltaremos para entender o que está acontecendo.
## Crie um `main.py`
Copie o exemplo em um arquivo `main.py`:
```Python
{!../../../docs_src/security/tutorial001.py!}
```
## Execute-o
!!! informação
Primeiro, instale <a href="https://andrew-d.github.io/python-multipart/" class="external-link" target="_blank">`python-multipart`</a>.
Ex: `pip install python-multipart`.
Isso ocorre porque o **OAuth2** usa "dados de um formulário" para mandar o **username** e **senha**.
Execute esse exemplo com:
<div class="termy">
```console
$ uvicorn main:app --reload
<span style="color: green;">INFO</span>: Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
```
</div>
## Verifique-o
Vá até a documentação interativa em: <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
Você verá algo deste tipo:
<img src="/img/tutorial/security/image01.png">
!!! marque o "botão de Autorizar!"
Você já tem um novo "botão de autorizar!".
E seu *path operation* tem um pequeno cadeado no canto superior direito que você pode clicar.
E se você clicar, você terá um pequeno formulário de autorização para digitar o `username` e `senha` (e outros campos opcionais):
<img src="/img/tutorial/security/image02.png">
!!! nota
Não importa o que você digita no formulário, não vai funcionar ainda. Mas nós vamos chegar lá.
Claro que este não é o frontend para os usuários finais, mas é uma ótima ferramenta automática para documentar interativamente toda sua API.
Pode ser usado pelo time de frontend (que pode ser você no caso).
Pode ser usado por aplicações e sistemas third party (de terceiros).
E também pode ser usada por você mesmo, para debugar, checar e testar a mesma aplicação.
## O Fluxo da `senha`
Agora vamos voltar um pouco e entender o que é isso tudo.
O "fluxo" da `senha` é um dos caminhos ("fluxos") definidos no OAuth2, para lidar com a segurança e autenticação.
OAuth2 foi projetado para que o backend ou a API pudesse ser independente do servidor que autentica o usuário.
Mas nesse caso, a mesma aplicação **FastAPI** irá lidar com a API e a autenticação.
Então, vamos rever de um ponto de vista simplificado:
* O usuário digita o `username` e a `senha` no frontend e aperta `Enter`.
* O frontend (rodando no browser do usuário) manda o `username` e a `senha` para uma URL específica na sua API (declarada com `tokenUrl="token"`).
* A API checa aquele `username` e `senha`, e responde com um "token" (nós não implementamos nada disso ainda).
* Um "token" é apenas uma string com algum conteúdo que nós podemos utilizar mais tarde para verificar o usuário.
* Normalmente, um token é definido para expirar depois de um tempo.
* Então, o usuário terá que se logar de novo depois de um tempo.
* E se o token for roubado, o risco é menor. Não é como se fosse uma chave permanente que vai funcionar para sempre (na maioria dos casos).
* O frontend armazena aquele token temporariamente em algum lugar.
* O usuário clica no frontend para ir à outra seção daquele frontend do aplicativo web.
* O frontend precisa buscar mais dados daquela API.
* Mas precisa de autenticação para aquele endpoint em específico.
* Então, para autenticar com nossa API, ele manda um header de `Autorização` com o valor `Bearer` mais o token.
* Se o token contém `foobar`, o conteúdo do header de `Autorização` será: `Bearer foobar`.
## **FastAPI**'s `OAuth2PasswordBearer`
**FastAPI** fornece várias ferramentas, em diferentes níveis de abstração, para implementar esses recursos de segurança.
Neste exemplo, nós vamos usar o **OAuth2** com o fluxo de **Senha**, usando um token **Bearer**. Fazemos isso usando a classe `OAuth2PasswordBearer`.
!!! informação
Um token "bearer" não é a única opção.
Mas é a melhor no nosso caso.
E talvez seja a melhor para a maioria dos casos, a não ser que você seja um especialista em OAuth2 e saiba exatamente o porquê de existir outras opções que se adequam melhor às suas necessidades.
Nesse caso, **FastAPI** também fornece as ferramentas para construir.
Quando nós criamos uma instância da classe `OAuth2PasswordBearer`, nós passamos pelo parâmetro `tokenUrl` Esse parâmetro contém a URL que o client (o frontend rodando no browser do usuário) vai usar para mandar o `username` e `senha` para obter um token.
```Python hl_lines="6"
{!../../../docs_src/security/tutorial001.py!}
```
!!! dica
Esse `tokenUrl="token"` se refere a uma URL relativa que nós não criamos ainda. Como é uma URL relativa, é equivalente a `./token`.
Porque estamos usando uma URL relativa, se sua API estava localizada em `https://example.com/`, então irá referir-se à `https://example.com/token`. Mas se sua API estava localizada em `https://example.com/api/v1/`, então irá referir-se à `https://example.com/api/v1/token`.
Usar uma URL relativa é importante para garantir que sua aplicação continue funcionando, mesmo em um uso avançado tipo [Atrás de um Proxy](../../advanced/behind-a-proxy.md){.internal-link target=_blank}.
Esse parâmetro não cria um endpoint / *path operation*, mas declara que a URL `/token` vai ser aquela que o client deve usar para obter o token. Essa informação é usada no OpenAPI, e depois na API Interativa de documentação de sistemas.
Em breve também criaremos o atual path operation.
!!! informação
Se você é um "Pythonista" muito rigoroso, você pode não gostar do estilo do nome do parâmetro `tokenUrl` em vez de `token_url`.
Isso ocorre porque está utilizando o mesmo nome que está nas especificações do OpenAPI. Então, se você precisa investigar mais sobre qualquer um desses esquemas de segurança, você pode simplesmente copiar e colar para encontrar mais informações sobre isso.
A variável `oauth2_scheme` é um instância de `OAuth2PasswordBearer`, mas também é um "callable".
Pode ser chamada de:
```Python
oauth2_scheme(some, parameters)
```
Então, pode ser usado com `Depends`.
## Use-o
Agora você pode passar aquele `oauth2_scheme` em uma dependência com `Depends`.
```Python hl_lines="10"
{!../../../docs_src/security/tutorial001.py!}
```
Esse dependência vai fornecer uma `str` que é atribuído ao parâmetro `token da *função do path operation*
A **FastAPI** saberá que pode usar essa dependência para definir um "esquema de segurança" no esquema da OpenAPI (e na documentação da API automática).
!!! informação "Detalhes técnicos"
**FastAPI** saberá que pode usar a classe `OAuth2PasswordBearer` (declarada na dependência) para definir o esquema de segurança na OpenAPI porque herda de `fastapi.security.oauth2.OAuth2`, que por sua vez herda de `fastapi.security.base.Securitybase`.
Todos os utilitários de segurança que se integram com OpenAPI (e na documentação da API automática) herdam de `SecurityBase`, é assim que **FastAPI** pode saber como integrá-los no OpenAPI.
## O que ele faz
Ele irá e olhará na requisição para aquele header de `Autorização`, verificará se o valor é `Bearer` mais algum token, e vai retornar o token como uma `str`
Se ele não ver o header de `Autorização` ou o valor não tem um token `Bearer`, vai responder com um código de erro 401 (`UNAUTHORIZED`) diretamente.
Você nem precisa verificar se o token existe para retornar um erro. Você pode ter certeza de que se a sua função for executada, ela terá um `str` nesse token.
Você já pode experimentar na documentação interativa:
<img src="/img/tutorial/security/image03.png">
Não estamos verificando a validade do token ainda, mas isso já é um começo
## Recapitulando
Então, em apenas 3 ou 4 linhas extras, você já tem alguma forma primitiva de segurança.

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@@ -64,13 +64,17 @@ nav:
- tutorial/index.md
- tutorial/first-steps.md
- tutorial/path-params.md
- tutorial/query-params.md
- tutorial/body.md
- tutorial/body-fields.md
- tutorial/extra-data-types.md
- tutorial/query-params-str-validations.md
- tutorial/cookie-params.md
- tutorial/header-params.md
- tutorial/handling-errors.md
- Segurança:
- tutorial/security/index.md
- tutorial/background-tasks.md
- Guia de Usuário Avançado:
- advanced/index.md
- Implantação:
@@ -100,6 +104,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google

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# О версиях FastAPI
**FastAPI** уже используется в продакшене во многих приложениях и системах. Покрытие тестами поддерживается на уровне 100%. Однако его разработка все еще продолжается.
Часто добавляются новые функции, регулярно исправляются баги, код продолжает постоянно совершенствоваться.
По указанным причинам текущие версии до сих пор `0.x.x`. Это говорит о том, что каждая версия может содержать обратно несовместимые изменения, следуя <a href="https://semver.org/" class="external-link" target="_blank">соглашению о Семантическом Версионировании</a>.
Уже сейчас вы можете создавать приложения в продакшене, используя **FastAPI** (и скорее всего так и делаете), главное убедиться в том, что вы используете версию, которая корректно работает с вашим кодом.
## Закрепите вашу версию `fastapi`
Первым делом вам следует "закрепить" конкретную последнюю используемую версию **FastAPI**, которая корректно работает с вашим приложением.
Например, в своём приложении вы используете версию `0.45.0`.
Если вы используете файл `requirements.txt`, вы можете указать версию следующим способом:
```txt
fastapi==0.45.0
```
это означает, что вы будете использовать именно версию `0.45.0`.
Или вы можете закрепить версию следующим способом:
```txt
fastapi>=0.45.0,<0.46.0
```
это значит, что вы используете версии `0.45.0` или выше, но меньше чем `0.46.0`. Например, версия `0.45.2` все еще будет подходить.
Если вы используете любой другой инструмент для управления зависимостями, например Poetry, Pipenv или др., у них у всех имеется способ определения специфической версии для ваших пакетов.
## Доступные версии
Вы можете посмотреть доступные версии (например, проверить последнюю на данный момент) в [примечаниях к выпуску](../release-notes.md){.internal-link target=_blank}.
## О версиях
Следуя соглашению о Семантическом Версионировании, любые версии ниже `1.0.0` потенциально могут добавить обратно несовместимые изменения.
FastAPI следует соглашению в том, что любые изменения "ПАТЧ"-версии предназначены для исправления багов и внесения обратно совместимых изменений.
!!! Подсказка
"ПАТЧ" - это последнее число. Например, в `0.2.3`, ПАТЧ-версия - это `3`.
Итак, вы можете закрепить версию следующим образом:
```txt
fastapi>=0.45.0,<0.46.0
```
Обратно несовместимые изменения и новые функции добавляются в "МИНОРНЫЕ" версии.
!!! Подсказка
"МИНОРНАЯ" версия - это число в середине. Например, в `0.2.3` МИНОРНАЯ версия - это `2`.
## Обновление версий FastAPI
Вам следует добавить тесты для вашего приложения.
С помощью **FastAPI** это очень просто (благодаря Starlette), см. документацию: [Тестирование](../tutorial/testing.md){.internal-link target=_blank}
После создания тестов вы можете обновить свою версию **FastAPI** до более новой. После этого следует убедиться, что ваш код работает корректно, запустив тесты.
Если все работает корректно, или после внесения необходимых изменений все ваши тесты проходят, только тогда вы можете закрепить вашу новую версию `fastapi`.
## О Starlette
Не следует закреплять версию `starlette`.
Разные версии **FastAPI** будут использовать более новые версии Starlette.
Так что решение об используемой версии Starlette, вы можете оставить **FastAPI**.
## О Pydantic
Pydantic включает свои собственные тесты для **FastAPI**, так что новые версии Pydantic (выше `1.0.0`) всегда совместимы с FastAPI.
Вы можете закрепить любую версию Pydantic, которая вам подходит, выше `1.0.0` и ниже `2.0.0`.
Например:
```txt
pydantic>=1.2.0,<2.0.0
```

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# Основные свойства
## Основные свойства FastAPI
**FastAPI** предлагает вам следующее:
### Использование открытых стандартов
* <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank"><strong>OpenAPI</strong></a> для создания API, включая объявления <abbr title="также известных, как HTTP-методы, такие, как: POST, GET, PUT, DELETE">операций</abbr> <abbr title="известные как: эндпоинты, маршруты, 'ручки' и т.п.">пути</abbr>, параметров, тела запроса, безопасности и т.д.
* Автоматическое документирование моделей данных в соответствии с <a href="https://json-schema.org/" class="external-link" target="_blank"><strong>JSON Schema</strong></a> (так как спецификация OpenAPI сама основана на JSON Schema).
* Разработан, придерживаясь этих стандартов, после тщательного их изучения. Эти стандарты изначально включены во фреймфорк, а не являются дополнительной надстройкой.
* Это также позволяет использовать автоматическую **генерацию клиентского кода** на многих языках.
### Автоматически генерируемая документация
Интерактивная документация для API и исследования пользовательских веб-интерфейсов. Поскольку этот фреймворк основан на OpenAPI, существует несколько вариантов документирования, 2 из которых включены по умолчанию.
* <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank"><strong>Swagger UI</strong></a>, с интерактивным взаимодействием, вызывает и тестирует ваш API прямо из браузера.
![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-03-swagger-02.png)
* Альтернативная документация API в <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank"><strong>ReDoc</strong></a>.
![ReDoc](https://fastapi.tiangolo.com/img/index/index-06-redoc-02.png)
### Только современный Python
Все эти возможности основаны на стандартных **аннотациях типов Python 3.6** (благодаря Pydantic). Не нужно изучать новый синтаксис. Только лишь стандартный современный Python.
Если вам нужно освежить знания, как использовать аннотации типов в Python (даже если вы не используете FastAPI), выделите 2 минуты и просмотрите краткое руководство: [Введение в аннотации типов Python¶
](python-types.md){.internal-link target=_blank}.
Вы пишете на стандартном Python с аннотациями типов:
```Python
from datetime import date
from pydantic import BaseModel
# Объявляем параметр user_id с типом `str`
# и получаем поддержку редактора внутри функции
def main(user_id: str):
return user_id
# Модель Pydantic
class User(BaseModel):
id: int
name: str
joined: date
```
Это можно использовать так:
```Python
my_user: User = User(id=3, name="John Doe", joined="2018-07-19")
second_user_data = {
"id": 4,
"name": "Mary",
"joined": "2018-11-30",
}
my_second_user: User = User(**second_user_data)
```
!!! Информация
`**second_user_data` означает:
Передать ключи и значения словаря `second_user_data`, в качестве аргументов типа "ключ-значение", это эквивалентно: `User(id=4, name="Mary", joined="2018-11-30")` .
### Поддержка редакторов (IDE)
Весь фреймворк был продуман так, чтобы быть простым и интуитивно понятным в использовании, все решения были проверены на множестве редакторов еще до начала разработки, чтобы обеспечить наилучшие условия при написании кода.
В опросе Python-разработчиков было выяснено, <a href="https://www.jetbrains.com/research/python-developers-survey-2017/#tools-and-features" class="external-link" target="_blank">что наиболее часто используемой функцией редакторов, является "автодополнение"</a>.
Вся структура **FastAPI** основана на удовлетворении этой возможности. Автодополнение работает везде.
Вам редко нужно будет возвращаться к документации.
Вот как ваш редактор может вам помочь:
* в <a href="https://code.visualstudio.com/" class="external-link" target="_blank">Visual Studio Code</a>:
![editor support](https://fastapi.tiangolo.com/img/vscode-completion.png)
* в <a href="https://www.jetbrains.com/pycharm/" class="external-link" target="_blank">PyCharm</a>:
![editor support](https://fastapi.tiangolo.com/img/pycharm-completion.png)
Вы будете получать автодополнение кода даже там, где вы считали это невозможным раньше.
Как пример, ключ `price` внутри тела JSON (который может быть вложенным), приходящего в запросе.
Больше никаких неправильных имён ключей, метания по документации или прокручивания кода вверх и вниз, в попытках узнать - использовали вы ранее `username` или `user_name`.
### Краткость
FastAPI имеет продуманные значения **по умолчанию** для всего, с произвольными настройками везде. Все параметры могут быть тонко подстроены так, чтобы делать то, что вам нужно и определять необходимый вам API.
Но, по умолчанию, всё это **"и так работает"**.
### Проверка значений
* Проверка значений для большинства (или всех?) **типов данных** Python, включая:
* Объекты JSON (`dict`).
* Массивы JSON (`list`) с установленными типами элементов.
* Строковые (`str`) поля с ограничением минимальной и максимальной длины.
* Числа (`int`, `float`) с минимальными и максимальными значениями и т.п.
* Проверка для более экзотических типов, таких как:
* URL.
* Email.
* UUID.
* ...и другие.
Все проверки обрабатываются хорошо зарекомендовавшим себя и надежным **Pydantic**.
### Безопасность и аутентификация
Встроеные функции безопасности и аутентификации. Без каких-либо компромиссов с базами данных или моделями данных.
Все схемы безопасности, определённые в OpenAPI, включая:
* HTTP Basic.
* **OAuth2** (также с **токенами JWT**). Ознакомьтесь с руководством [OAuth2 с JWT](tutorial/security/oauth2-jwt.md){.internal-link target=_blank}.
* Ключи API в:
* Заголовках.
* Параметрах запросов.
* Cookies и т.п.
Вдобавок все функции безопасности от Starlette (включая **сессионные cookies**).
Все инструменты и компоненты спроектированы для многократного использования и легко интегрируются с вашими системами, хранилищами данных, реляционными и NoSQL базами данных и т. д.
### Внедрение зависимостей
FastAPI включает в себя чрезвычайно простую в использовании, но чрезвычайно мощную систему <abbr title='известную как: "components", "resources", "services", "providers"'><strong>Внедрения зависимостей</strong></abbr>.
* Даже зависимости могут иметь зависимости, создавая иерархию или **"графы" зависимостей**.
* Всё **автоматически обрабатывается** фреймворком.
* Все зависимости могут запрашивать данные из запросов и **дополнять операции пути** ограничениями и автоматической документацией.
* **Автоматическая проверка** даже для параметров *операций пути*, определенных в зависимостях.
* Поддержка сложных систем аутентификации пользователей, **соединений с базами данных** и т.д.
* **Никаких компромиссов** с базами данных, интерфейсами и т.д. Но легкая интеграция со всеми ними.
### Нет ограничений на "Плагины"
Или, другими словами, нет сложностей с ними, импортируйте и используйте нужный вам код.
Любая интеграция разработана настолько простой в использовании (с зависимостями), что вы можете создать "плагин" для своего приложения в пару строк кода, используя ту же структуру и синтаксис, что и для ваших *операций пути*.
### Проверен
* 100% <abbr title="Количество автоматически проверямого кода">покрытие тестами</abbr>.
* 100% <abbr title="Аннотации типов Python, благодаря которым ваш редактор и другие инструменты могут обеспечить вам лучшую поддержку">аннотирование типов</abbr> в кодовой базе.
* Используется в реально работающих приложениях.
## Основные свойства Starlette
**FastAPI** основан на <a href="https://www.starlette.io/" class="external-link" target="_blank"><strong>Starlette</strong></a> и полностью совместим с ним. Так что, любой дополнительный код Starlette, который у вас есть, будет также работать.
На самом деле, `FastAPI` - это класс, унаследованный от `Starlette`. Таким образом, если вы уже знаете или используете Starlette, большая часть функционала будет работать так же.
С **FastAPI** вы получаете все возможности **Starlette** (так как FastAPI это всего лишь Starlette на стероидах):
* Серьёзно впечатляющая производительность. Это <a href="https://github.com/encode/starlette#performance" class="external-link" target="_blank">один из самых быстрых фреймворков на Python</a>, наравне с приложениями использующими **NodeJS** или **Go**.
* Поддержка **WebSocket**.
* Фоновые задачи для процессов.
* События запуска и выключения.
* Тестовый клиент построен на библиотеке `requests`.
* **CORS**, GZip, статические файлы, потоковые ответы.
* Поддержка **сессий и cookie**.
* 100% покрытие тестами.
* 100% аннотирование типов в кодовой базе.
## Особенности и возможности Pydantic
**FastAPI** основан на <a href="https://pydantic-docs.helpmanual.io" class="external-link" target="_blank"><strong>Pydantic</strong></a> и полностью совместим с ним. Так что, любой дополнительный код Pydantic, который у вас есть, будет также работать.
Включая внешние библиотеки, также основанные на Pydantic, такие как: <abbr title="Object-Relational Mapper">ORM'ы</abbr>, <abbr title="Object-Document Mapper">ODM'ы</abbr> для баз данных.
Это также означает, что во многих случаях вы можете передавать тот же объект, который получили из запроса, **непосредственно в базу данных**, так как всё проверяется автоматически.
И наоборот, во многих случаях вы можете просто передать объект, полученный из базы данных, **непосредственно клиенту**.
С **FastAPI** вы получаете все возможности **Pydantic** (так как, FastAPI основан на Pydantic, для обработки данных):
* **Никакой нервотрёпки** :
* Не нужно изучать новых схем в микроязыках.
* Если вы знаете аннотации типов в Python, вы знаете, как использовать Pydantic.
* Прекрасно сочетается с вашими **<abbr title="Интегрированное окружение для разработки, похожее на текстовый редактор">IDE</abbr>/<abbr title="программа проверяющая ошибки в коде">linter</abbr>/мозгом**:
* Потому что структуры данных pydantic - это всего лишь экземпляры классов, определённых вами. Автодополнение, проверка кода, mypy и ваша интуиция - всё будет работать с вашими проверенными данными.
* **Быстродействие**:
* В <a href="https://pydantic-docs.helpmanual.io/benchmarks/" class="external-link" target="_blank">тестовых замерах</a> Pydantic быстрее, чем все другие проверенные библиотеки.
* Проверка **сложных структур**:
* Использование иерархических моделей Pydantic; `List`, `Dict` и т.п. из модуля `typing` (входит в стандартную библиотеку Python).
* Валидаторы позволяют четко и легко определять, проверять и документировать сложные схемы данных в виде JSON Schema.
* У вас могут быть глубоко **вложенные объекты JSON** и все они будут проверены и аннотированы.
* **Расширяемость**:
* Pydantic позволяет определять пользовательские типы данных или расширять проверку методами модели, с помощью проверочных декораторов.
* 100% покрытие тестами.

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{!../../../docs/missing-translation.md!}
<p align="center">
<a href="https://fastapi.tiangolo.com"><img src="https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png" alt="FastAPI"></a>
</p>
<p align="center">
<em>FastAPI framework, high performance, easy to learn, fast to code, ready for production</em>
<em>Готовый к внедрению высокопроизводительный фреймворк, простой в изучении и разработке.</em>
</p>
<p align="center">
<a href="https://travis-ci.com/tiangolo/fastapi" target="_blank">
<img src="https://travis-ci.com/tiangolo/fastapi.svg?branch=master" alt="Build Status">
<a href="https://github.com/tiangolo/fastapi/actions?query=workflow%3ATest+event%3Apush+branch%3Amaster" target="_blank">
<img src="https://github.com/tiangolo/fastapi/workflows/Test/badge.svg?event=push&branch=master" alt="Test">
</a>
<a href="https://codecov.io/gh/tiangolo/fastapi" target="_blank">
<img src="https://img.shields.io/codecov/c/github/tiangolo/fastapi" alt="Coverage">
<img src="https://img.shields.io/codecov/c/github/tiangolo/fastapi?color=%2334D058" alt="Coverage">
</a>
<a href="https://pypi.org/project/fastapi" target="_blank">
<img src="https://badge.fury.io/py/fastapi.svg" alt="Package version">
<img src="https://img.shields.io/pypi/v/fastapi?color=%2334D058&label=pypi%20package" alt="Package version">
</a>
<a href="https://pypi.org/project/fastapi" target="_blank">
<img src="https://img.shields.io/pypi/pyversions/fastapi.svg?color=%2334D058" alt="Supported Python versions">
</a>
</p>
---
**Documentation**: <a href="https://fastapi.tiangolo.com" target="_blank">https://fastapi.tiangolo.com</a>
**Документация**: <a href="https://fastapi.tiangolo.com" target="_blank">https://fastapi.tiangolo.com</a>
**Source Code**: <a href="https://github.com/tiangolo/fastapi" target="_blank">https://github.com/tiangolo/fastapi</a>
**Исходный код**: <a href="https://github.com/tiangolo/fastapi" target="_blank">https://github.com/tiangolo/fastapi</a>
---
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
FastAPI — это современный, быстрый (высокопроизводительный) веб-фреймворк для создания API используя Python 3.6+, в основе которого лежит стандартная аннотация типов Python.
The key features are:
Ключевые особенности:
* **Fast**: Very high performance, on par with **NodeJS** and **Go** (thanks to Starlette and Pydantic). [One of the fastest Python frameworks available](#performance).
* **Скорость**: Очень высокая производительность, на уровне **NodeJS** и **Go** (благодаря Starlette и Pydantic). [Один из самых быстрых фреймворков Python](#_10).
* **Быстрота разработки**: Увеличьте скорость разработки примерно на 200300%. *
* **Меньше ошибок**: Сократите примерно на 40% количество ошибок, вызванных человеком (разработчиком). *
* **Интуитивно понятный**: Отличная поддержка редактора. <abbr title="также известное как автозаполнение, автодополнение, IntelliSense">Автозавершение</abbr> везде. Меньше времени на отладку.
* **Лёгкость**: Разработан так, чтобы его было легко использовать и осваивать. Меньше времени на чтение документации.
* **Краткость**: Сведите к минимуму дублирование кода. Каждый объявленный параметр - определяет несколько функций. Меньше ошибок.
* **Надежность**: Получите готовый к работе код. С автоматической интерактивной документацией.
* **На основе стандартов**: Основан на открытых стандартах API и полностью совместим с ними: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (ранее известном как Swagger) и <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
* **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. *
* **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.
* **Easy**: Designed to be easy to use and learn. Less time reading docs.
* **Short**: Minimize code duplication. Multiple features from each parameter declaration. Fewer bugs.
* **Robust**: Get production-ready code. With automatic interactive documentation.
* **Standards-based**: Based on (and fully compatible with) the open standards for APIs: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (previously known as Swagger) and <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
<small>* оценка на основе тестов внутренней команды разработчиков, создающих производственные приложения.</small>
<small>* estimation based on tests on an internal development team, building production applications.</small>
## Sponsors
## Спонсоры
<!-- sponsors -->
@@ -59,66 +57,66 @@ The key features are:
<!-- /sponsors -->
<a href="https://fastapi.tiangolo.com/fastapi-people/#sponsors" class="external-link" target="_blank">Other sponsors</a>
<a href="https://fastapi.tiangolo.com/fastapi-people/#sponsors" class="external-link" target="_blank">Другие спонсоры</a>
## Opinions
## Отзывы
"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
"_В последнее время я много где использую **FastAPI**. [...] На самом деле я планирую использовать его для всех **сервисов машинного обучения моей команды в Microsoft**. Некоторые из них интегрируются в основной продукт **Windows**, а некоторые — в продукты **Office**._"
<div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/tiangolo/fastapi/pull/26" target="_blank"><small>(ref)</small></a></div>
---
"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
"_Мы использовали библиотеку **FastAPI** для создания сервера **REST**, к которому можно делать запросы для получения **прогнозов**. [для Ludwig]_"
<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(ref)</small></a></div>
---
"_**Netflix** is pleased to announce the open-source release of our **crisis management** orchestration framework: **Dispatch**! [built with **FastAPI**]_"
"_**Netflix** рада объявить о выпуске опенсорсного фреймворка для оркестровки **антикризисного управления**: **Dispatch**! [создана с помощью **FastAPI**]_"
<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>(ref)</small></a></div>
---
"_Im over the moon excited about **FastAPI**. Its so fun!_"
"_Я в полном восторге от **FastAPI**. Это так весело!_"
<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> podcast host</strong> <a href="https://twitter.com/brianokken/status/1112220079972728832" target="_blank"><small>(ref)</small></a></div>
---
"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
"_Честно говоря, то, что вы создали, выглядит очень солидно и отполировано. Во многих смыслах я хотел, чтобы **Hug** был именно таким — это действительно вдохновляет, когда кто-то создаёт такое._"
<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong><a href="https://www.hug.rest/" target="_blank">Hug</a> creator</strong> <a href="https://news.ycombinator.com/item?id=19455465" target="_blank"><small>(ref)</small></a></div>
---
"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
"_Если вы хотите изучить какой-нибудь **современный фреймворк** для создания REST API, ознакомьтесь с **FastAPI** [...] Он быстрый, лёгкий и простой в изучении [...]_"
"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
"_Мы перешли на **FastAPI** для наших **API** [...] Я думаю, вам тоже понравится [...]_"
<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong><a href="https://explosion.ai" target="_blank">Explosion AI</a> founders - <a href="https://spacy.io" target="_blank">spaCy</a> creators</strong> <a href="https://twitter.com/_inesmontani/status/1144173225322143744" target="_blank"><small>(ref)</small></a> - <a href="https://twitter.com/honnibal/status/1144031421859655680" target="_blank"><small>(ref)</small></a></div>
---
## **Typer**, the FastAPI of CLIs
## **Typer**, интерфейс командной строки для FastAPI
<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>
If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be used in the terminal instead of a web API, check out <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.
Если вы создаете приложение <abbr title="Интерфейс командной строки">CLI</abbr> для использования в терминале вместо веб-API, ознакомьтесь с <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.
**Typer** is FastAPI's little sibling. And it's intended to be the **FastAPI of CLIs**. ⌨️ 🚀
**Typer** — младший брат FastAPI. И он предназначен для использования в качестве **интерфейса командной строки для FastAPI**. ⌨️ 🚀
## Requirements
## Зависимости
Python 3.6+
Python 3.7+
FastAPI stands on the shoulders of giants:
FastAPI стоит на плечах гигантов:
* <a href="https://www.starlette.io/" class="external-link" target="_blank">Starlette</a> for the web parts.
* <a href="https://pydantic-docs.helpmanual.io/" class="external-link" target="_blank">Pydantic</a> for the data parts.
* <a href="https://www.starlette.io/" class="external-link" target="_blank">Starlette</a> для части связанной с вебом.
* <a href="https://pydantic-docs.helpmanual.io/" class="external-link" target="_blank">Pydantic</a> для части связанной с данными.
## Installation
## Установка
<div class="termy">
@@ -130,23 +128,23 @@ $ pip install fastapi
</div>
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://gitlab.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
Вам также понадобится сервер ASGI для производства, такой как <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> или <a href="https://gitlab.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
<div class="termy">
```console
$ pip install uvicorn[standard]
$ pip install "uvicorn[standard]"
---> 100%
```
</div>
## Example
## Пример
### Create it
### Создание
* Create a file `main.py` with:
* Создайте файл `main.py` со следующим содержимым:
```Python
from typing import Union
@@ -167,9 +165,9 @@ def read_item(item_id: int, q: Union[str, None] = None):
```
<details markdown="1">
<summary>Or use <code>async def</code>...</summary>
<summary>Или используйте <code>async def</code>...</summary>
If your code uses `async` / `await`, use `async def`:
Если ваш код использует `async` / `await`, используйте `async def`:
```Python hl_lines="9 14"
from typing import Union
@@ -189,15 +187,15 @@ async def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q}
```
**Note**:
**Примечание**:
If you don't know, check the _"In a hurry?"_ section about <a href="https://fastapi.tiangolo.com/async/#in-a-hurry" target="_blank">`async` and `await` in the docs</a>.
Если вы не знаете, проверьте раздел _"Торопитесь?"_ <a href="https://fastapi.tiangolo.com/async/#in-a-hurry" target="_blank">в документации об `async` и `await`</a>.
</details>
### Run it
### Запуск
Run the server with:
Запустите сервер с помощью:
<div class="termy">
@@ -214,54 +212,54 @@ INFO: Application startup complete.
</div>
<details markdown="1">
<summary>About the command <code>uvicorn main:app --reload</code>...</summary>
<summary>О команде <code>uvicorn main:app --reload</code>...</summary>
The command `uvicorn main:app` refers to:
Команда `uvicorn main:app` относится к:
* `main`: the file `main.py` (the Python "module").
* `app`: the object created inside of `main.py` with the line `app = FastAPI()`.
* `--reload`: make the server restart after code changes. Only do this for development.
* `main`: файл `main.py` (модуль Python).
* `app`: объект, созданный внутри `main.py` с помощью строки `app = FastAPI()`.
* `--reload`: перезапуск сервера после изменения кода. Делайте это только во время разработки.
</details>
### Check it
### Проверка
Open your browser at <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>.
Откройте браузер на <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>.
You will see the JSON response as:
Вы увидите следующий JSON ответ:
```JSON
{"item_id": 5, "q": "somequery"}
```
You already created an API that:
Вы уже создали API, который:
* Receives HTTP requests in the _paths_ `/` and `/items/{item_id}`.
* Both _paths_ take `GET` <em>operations</em> (also known as HTTP _methods_).
* The _path_ `/items/{item_id}` has a _path parameter_ `item_id` that should be an `int`.
* The _path_ `/items/{item_id}` has an optional `str` _query parameter_ `q`.
* Получает HTTP-запросы по _путям_ `/` и `/items/{item_id}`.
* И первый и второй _путь_ используют `GET` <em>операции</em> (также известные как HTTP _методы_).
* _путь_ `/items/{item_id}` имеет _параметр пути_ `item_id`, который должен быть `int`.
* _путь_ `/items/{item_id}` имеет необязательный `str` _параметр запроса_ `q`.
### Interactive API docs
### Интерактивная документация по API
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
Перейдите на <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
You will see the automatic interactive API documentation (provided by <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank">Swagger UI</a>):
Вы увидите автоматическую интерактивную документацию API (предоставленную <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank">Swagger UI</a>):
![Swagger UI](https://fastapi.tiangolo.com/img/index/index-01-swagger-ui-simple.png)
### Alternative API docs
### Альтернативная документация по API
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
А теперь перейдите на <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
You will see the alternative automatic documentation (provided by <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank">ReDoc</a>):
Вы увидите альтернативную автоматическую документацию (предоставленную <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank">ReDoc</a>):
![ReDoc](https://fastapi.tiangolo.com/img/index/index-02-redoc-simple.png)
## Example upgrade
## Пример обновления
Now modify the file `main.py` to receive a body from a `PUT` request.
Теперь измените файл `main.py`, чтобы получить тело ответа из `PUT` запроса.
Declare the body using standard Python types, thanks to Pydantic.
Объявите тело, используя стандартную типизацию Python, спасибо Pydantic.
```Python hl_lines="4 9-12 25-27"
from typing import Union
@@ -293,174 +291,173 @@ def update_item(item_id: int, item: Item):
return {"item_name": item.name, "item_id": item_id}
```
The server should reload automatically (because you added `--reload` to the `uvicorn` command above).
Сервер должен перезагрузиться автоматически (потому что вы добавили `--reload` к команде `uvicorn` выше).
### Interactive API docs upgrade
### Интерактивное обновление документации API
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
Перейдите на <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
* The interactive API documentation will be automatically updated, including the new body:
* Интерактивная документация API будет автоматически обновляться, включая новое тело:
![Swagger UI](https://fastapi.tiangolo.com/img/index/index-03-swagger-02.png)
* Click on the button "Try it out", it allows you to fill the parameters and directly interact with the API:
* Нажмите на кнопку "Try it out", это позволит вам заполнить параметры и напрямую взаимодействовать с API:
![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-04-swagger-03.png)
* Then click on the "Execute" button, the user interface will communicate with your API, send the parameters, get the results and show them on the screen:
* Затем нажмите кнопку "Execute", пользовательский интерфейс свяжется с вашим API, отправит параметры, получит результаты и отобразит их на экране:
![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-05-swagger-04.png)
### Alternative API docs upgrade
### Альтернативное обновление документации API
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
А теперь перейдите на <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
* The alternative documentation will also reflect the new query parameter and body:
* Альтернативная документация также будет отражать новый параметр и тело запроса:
![ReDoc](https://fastapi.tiangolo.com/img/index/index-06-redoc-02.png)
### Recap
### Подведём итоги
In summary, you declare **once** the types of parameters, body, etc. as function parameters.
Таким образом, вы объявляете **один раз** типы параметров, тело и т. д. в качестве параметров функции.
You do that with standard modern Python types.
Вы делаете это испльзуя стандартную современную типизацию Python.
You don't have to learn a new syntax, the methods or classes of a specific library, etc.
Вам не нужно изучать новый синтаксис, методы или классы конкретной библиотеки и т. д.
Just standard **Python 3.6+**.
Только стандартный **Python 3.6+**.
For example, for an `int`:
Например, для `int`:
```Python
item_id: int
```
or for a more complex `Item` model:
или для более сложной модели `Item`:
```Python
item: Item
```
...and with that single declaration you get:
... и с этим единственным объявлением вы получаете:
* Editor support, including:
* Completion.
* Type checks.
* Validation of data:
* Automatic and clear errors when the data is invalid.
* Validation even for deeply nested JSON objects.
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of input data: coming from the network to Python data and types. Reading from:
* Поддержка редактора, в том числе:
* Автозавершение.
* Проверка типов.
* Валидация данных:
* Автоматические и четкие ошибки, когда данные недействительны.
* Проверка даже для глубоко вложенных объектов JSON.
* <abbr title="также известный как: сериализация, синтаксический анализ, маршалинг">Преобразование</abbr> входных данных: поступающие из сети в объекты Python с соблюдением типов. Чтение из:
* JSON.
* Path parameters.
* Query parameters.
* Параметров пути.
* Параметров запроса.
* Cookies.
* Headers.
* Forms.
* Files.
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of output data: converting from Python data and types to network data (as JSON):
* Convert Python types (`str`, `int`, `float`, `bool`, `list`, etc).
* `datetime` objects.
* `UUID` objects.
* Database models.
* ...and many more.
* Automatic interactive API documentation, including 2 alternative user interfaces:
* Заголовков.
* Форм.
* Файлов.
* <abbr title="также известный как: сериализация, синтаксический анализ, маршалинг">Преобразование</abbr> выходных данных: преобразование объектов Python в данные передаваемые по сети интернет (такие как JSON):
* Преобразование типов Python (`str`, `int`, `float`, `bool`, `list`, и т.д.).
* Объекты `datetime`.
* Объекты `UUID`.
* Модели баз данных.
* ...и многое другое.
* Автоматическая интерактивная документация по API, включая 2 альтернативных пользовательских интерфейса:
* Swagger UI.
* ReDoc.
---
Coming back to the previous code example, **FastAPI** will:
Возвращаясь к предыдущему примеру кода, **FastAPI** будет:
* Validate that there is an `item_id` in the path for `GET` and `PUT` requests.
* Validate that the `item_id` is of type `int` for `GET` and `PUT` requests.
* If it is not, the client will see a useful, clear error.
* Check if there is an optional query parameter named `q` (as in `http://127.0.0.1:8000/items/foo?q=somequery`) for `GET` requests.
* As the `q` parameter is declared with `= None`, it is optional.
* Without the `None` it would be required (as is the body in the case with `PUT`).
* For `PUT` requests to `/items/{item_id}`, Read the body as JSON:
* Check that it has a required attribute `name` that should be a `str`.
* Check that it has a required attribute `price` that has to be a `float`.
* Check that it has an optional attribute `is_offer`, that should be a `bool`, if present.
* All this would also work for deeply nested JSON objects.
* Convert from and to JSON automatically.
* Document everything with OpenAPI, that can be used by:
* Interactive documentation systems.
* Automatic client code generation systems, for many languages.
* Provide 2 interactive documentation web interfaces directly.
* Проверять наличие `item_id` в пути для запросов `GET` и `PUT`.
* Проверять, что `item_id` имеет тип `int` для запросов `GET` и `PUT`.
* Если это не так, клиент увидит полезную чёткую ошибку.
* Проверять, есть ли необязательный параметр запроса с именем `q` (например, `http://127.0.0.1:8000/items/foo?q=somequery`) для `GET` запросов.
* Поскольку параметр `q` объявлен с `= None`, он является необязательным.
* Без `None` он был бы необходим (как тело в случае с `PUT`).
* Для `PUT` запросов к `/items/{item_id}` читать тело как JSON:
* Проверять, что у него есть обязательный атрибут `name`, который должен быть `str`.
* Проверять, что у него есть обязательный атрибут `price`, который должен быть `float`.
* Проверять, что у него есть необязательный атрибут `is_offer`, который должен быть `bool`, если он присутствует.
* Все это также будет работать для глубоко вложенных объектов JSON.
* Преобразовывать из и в JSON автоматически.
* Документировать с помощью OpenAPI все, что может быть использовано:
* Системы интерактивной документации.
* Системы автоматической генерации клиентского кода для многих языков.
* Обеспечит 2 интерактивных веб-интерфейса документации напрямую.
---
We just scratched the surface, but you already get the idea of how it all works.
Мы только немного копнули поверхность, но вы уже поняли, как все это работает.
Try changing the line with:
Попробуйте изменить строку с помощью:
```Python
return {"item_name": item.name, "item_id": item_id}
```
...from:
...из:
```Python
... "item_name": item.name ...
```
...to:
...в:
```Python
... "item_price": item.price ...
```
...and see how your editor will auto-complete the attributes and know their types:
... и посмотрите, как ваш редактор будет автоматически заполнять атрибуты и узнавать их типы:
![editor support](https://fastapi.tiangolo.com/img/vscode-completion.png)
For a more complete example including more features, see the <a href="https://fastapi.tiangolo.com/tutorial/">Tutorial - User Guide</a>.
Более полный пример с дополнительными функциями см. в <a href="https://fastapi.tiangolo.com/tutorial/">Учебное руководство - Руководство пользователя</a>.
**Spoiler alert**: the tutorial - user guide includes:
**Осторожно, спойлер**: руководство пользователя включает в себя:
* Declaration of **parameters** from other different places as: **headers**, **cookies**, **form fields** and **files**.
* How to set **validation constraints** as `maximum_length` or `regex`.
* A very powerful and easy to use **<abbr title="also known as components, resources, providers, services, injectables">Dependency Injection</abbr>** system.
* Security and authentication, including support for **OAuth2** with **JWT tokens** and **HTTP Basic** auth.
* More advanced (but equally easy) techniques for declaring **deeply nested JSON models** (thanks to Pydantic).
* Many extra features (thanks to Starlette) as:
* **WebSockets**
* **GraphQL**
* extremely easy tests based on `requests` and `pytest`
* Объявление **параметров** из других мест, таких как: **заголовки**, **cookies**, **поля формы** и **файлы**.
* Как установить **ограничительные проверки** такие как `maximum_length` или `regex`.
* Очень мощная и простая в использовании система **<abbr title="также известная как компоненты, ресурсы, провайдеры, сервисы, инъекции">внедрения зависимостей</abbr>**.
* Безопасность и аутентификация, включая поддержку **OAuth2** с **токенами JWT** и **HTTP Basic** аутентификацию.
* Более продвинутые (но столь же простые) методы объявления **глубоко вложенных моделей JSON** (спасибо Pydantic).
* **GraphQL** интеграция с <a href="https://strawberry.rocks" class="external-link" target="_blank">Strawberry</a> и другими библиотеками.
* Множество дополнительных функций (благодаря Starlette), таких как:
* **Веб-сокеты**
* очень простые тесты на основе `requests` и `pytest`
* **CORS**
* **Cookie Sessions**
* ...and more.
* **Cookie сеансы(сессии)**
* ...и многое другое.
## Performance
## Производительность
Independent TechEmpower benchmarks show **FastAPI** applications running under Uvicorn as <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">one of the fastest Python frameworks available</a>, only below Starlette and Uvicorn themselves (used internally by FastAPI). (*)
Независимые тесты TechEmpower показывают приложения **FastAPI**, работающие под управлением Uvicorn, как <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">один из самых быстрых доступных фреймворков Python</a>, уступающий только самим Starlette и Uvicorn (используемых внутри FastAPI). (*)
To understand more about it, see the section <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">Benchmarks</a>.
Чтобы узнать больше об этом, см. раздел <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">Тесты производительности</a>.
## Optional Dependencies
## Необязательные зависимости
Used by Pydantic:
Используется Pydantic:
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - for faster JSON <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>.
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - for email validation.
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - для более быстрого JSON <abbr title="преобразования строки, полученной из HTTP-запроса, в данные Python">"парсинга"</abbr>.
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - для проверки электронной почты.
Used by Starlette:
Используется Starlette:
* <a href="https://requests.readthedocs.io" target="_blank"><code>requests</code></a> - Required if you want to use the `TestClient`.
* <a href="https://jinja.palletsprojects.com" target="_blank"><code>jinja2</code></a> - Required if you want to use the default template configuration.
* <a href="https://andrew-d.github.io/python-multipart/" target="_blank"><code>python-multipart</code></a> - Required if you want to support form <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>, with `request.form()`.
* <a href="https://pythonhosted.org/itsdangerous/" target="_blank"><code>itsdangerous</code></a> - Required for `SessionMiddleware` support.
* <a href="https://pyyaml.org/wiki/PyYAMLDocumentation" target="_blank"><code>pyyaml</code></a> - Required for Starlette's `SchemaGenerator` support (you probably don't need it with FastAPI).
* <a href="https://graphene-python.org/" target="_blank"><code>graphene</code></a> - Required for `GraphQLApp` support.
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - Required if you want to use `UJSONResponse`.
* <a href="https://requests.readthedocs.io" target="_blank"><code>requests</code></a> - Обязательно, если вы хотите использовать `TestClient`.
* <a href="https://jinja.palletsprojects.com" target="_blank"><code>jinja2</code></a> - Обязательно, если вы хотите использовать конфигурацию шаблона по умолчанию.
* <a href="https://andrew-d.github.io/python-multipart/" target="_blank"><code>python-multipart</code></a> - Обязательно, если вы хотите поддерживать форму <abbr title="преобразование строки, полученной из HTTP-запроса, в данные Python">"парсинга"</abbr> с помощью `request.form()`.
* <a href="https://pythonhosted.org/itsdangerous/" target="_blank"><code>itsdangerous</code></a> - Обязательно, для поддержки `SessionMiddleware`.
* <a href="https://pyyaml.org/wiki/PyYAMLDocumentation" target="_blank"><code>pyyaml</code></a> - Обязательно, для поддержки `SchemaGenerator` Starlette (возможно, вам это не нужно с FastAPI).
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - Обязательно, если вы хотите использовать `UJSONResponse`.
Used by FastAPI / Starlette:
Используется FastAPI / Starlette:
* <a href="https://www.uvicorn.org" target="_blank"><code>uvicorn</code></a> - for the server that loads and serves your application.
* <a href="https://github.com/ijl/orjson" target="_blank"><code>orjson</code></a> - Required if you want to use `ORJSONResponse`.
* <a href="https://www.uvicorn.org" target="_blank"><code>uvicorn</code></a> - сервер, который загружает и обслуживает ваше приложение.
* <a href="https://github.com/ijl/orjson" target="_blank"><code>orjson</code></a> - Обязательно, если вы хотите использовать `ORJSONResponse`.
You can install all of these with `pip install fastapi[all]`.
Вы можете установить все это с помощью `pip install "fastapi[all]"`.
## License
## Лицензия
This project is licensed under the terms of the MIT license.
Этот проект распространяется на условиях лицензии MIT.

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@@ -0,0 +1,102 @@
# Фоновые задачи
Вы можете создавать фоновые задачи, которые будут выполнятся *после* возвращения ответа сервером.
Это может быть полезно для функций, которые должны выполниться после получения запроса, но ожидание их выполнения необязательно для пользователя.
К примеру:
* Отправка писем на почту после выполнения каких-либо действий:
* Т.к. соединение с почтовым сервером и отправка письма идут достаточно "долго" (несколько секунд), вы можете отправить ответ пользователю, а отправку письма выполнить в фоне.
* Обработка данных:
* К примеру, если вы получаете файл, который должен пройти через медленный процесс, вы можете отправить ответ "Accepted" (HTTP 202) и отправить работу с файлом в фон.
## Использование класса `BackgroundTasks`
Сначала импортируйте `BackgroundTasks`, потом добавьте в функцию параметр с типом `BackgroundTasks`:
```Python hl_lines="1 13"
{!../../../docs_src/background_tasks/tutorial001.py!}
```
**FastAPI** создаст объект класса `BackgroundTasks` для вас и запишет его в параметр.
## Создание функции для фоновой задачи
Создайте функцию, которую хотите запустить в фоне.
Это совершенно обычная функция, которая может принимать параметры.
Она может быть как асинхронной `async def`, так и обычной `def` функцией, **FastAPI** знает, как правильно ее выполнить.
В нашем примере фоновая задача будет вести запись в файл (симулируя отправку письма).
Так как операция записи не использует `async` и `await`, мы определим ее как обычную `def`:
```Python hl_lines="6-9"
{!../../../docs_src/background_tasks/tutorial001.py!}
```
## Добавление фоновой задачи
Внутри функции вызовите метод `.add_task()` у объекта *background tasks* и передайте ему функцию, которую хотите выполнить в фоне:
```Python hl_lines="14"
{!../../../docs_src/background_tasks/tutorial001.py!}
```
`.add_task()` принимает следующие аргументы:
* Функцию, которая будет выполнена в фоне (`write_notification`). Обратите внимание, что передается объект функции, без скобок.
* Любое упорядоченное количество аргументов, которые принимает функция (`email`).
* Любое количество именованных аргументов, которые принимает функция (`message="some notification"`).
## Встраивание зависимостей
Класс `BackgroundTasks` также работает с системой встраивания зависимостей, вы можете определить `BackgroundTasks` на разных уровнях: как параметр функции, как завимость, как подзависимость и так далее.
**FastAPI** знает, что нужно сделать в каждом случае и как переиспользовать тот же объект `BackgroundTasks`, так чтобы все фоновые задачи собрались и запустились вместе в фоне:
=== "Python 3.6 и выше"
```Python hl_lines="13 15 22 25"
{!> ../../../docs_src/background_tasks/tutorial002.py!}
```
=== "Python 3.10 и выше"
```Python hl_lines="11 13 20 23"
{!> ../../../docs_src/background_tasks/tutorial002_py310.py!}
```
В этом примере сообщения будут записаны в `log.txt` *после* того, как ответ сервера был отправлен.
Если бы в запросе была очередь `q`, она бы первой записалась в `log.txt` фоновой задачей (потому что вызывается в зависимости `get_query`).
После другая фоновая задача, которая была сгенерирована в функции, запишет сообщение из параметра `email`.
## Технические детали
Класс `BackgroundTasks` основан на <a href="https://www.starlette.io/background/" class="external-link" target="_blank">`starlette.background`</a>.
Он интегрирован в FastAPI, так что вы можете импортировать его прямо из `fastapi` и избежать случайного импорта `BackgroundTask` (без `s` на конце) из `starlette.background`.
При использовании `BackgroundTasks` (а не `BackgroundTask`), вам достаточно только определить параметр функции с типом `BackgroundTasks` и **FastAPI** сделает все за вас, также как при использовании объекта `Request`.
Вы все равно можете использовать `BackgroundTask` из `starlette` в FastAPI, но вам придется самостоятельно создавать объект фоновой задачи и вручную обработать `Response` внутри него.
Вы можете подробнее изучить его в <a href="https://www.starlette.io/background/" class="external-link" target="_blank">Официальной документации Starlette для BackgroundTasks</a>.
## Предостережение
Если вам нужно выполнить тяжелые вычисления в фоне, которым необязательно быть запущенными в одном процессе с приложением **FastAPI** (к примеру, вам не нужны обрабатываемые переменные или вы не хотите делиться памятью процесса и т.д.), вы можете использовать более серьезные инструменты, такие как <a href="https://docs.celeryproject.org" class="external-link" target="_blank">Celery</a>.
Их тяжелее настраивать, также им нужен брокер сообщений наподобие RabbitMQ или Redis, но зато они позволяют вам запускать фоновые задачи в нескольких процессах и даже на нескольких серверах.
Для примера, посмотрите [Project Generators](../project-generation.md){.internal-link target=_blank}, там есть проект с уже настроенным Celery.
Но если вам нужен доступ к общим переменным и объектам вашего **FastAPI** приложения или вам нужно выполнять простые фоновые задачи (наподобие отправки письма из примера) вы можете просто использовать `BackgroundTasks`.
## Резюме
Для создания фоновых задач вам необходимо импортировать `BackgroundTasks` и добавить его в функцию, как параметр с типом `BackgroundTasks`.

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