Browse Source

Merge branch 'master' into dev-getquery

pull/4573/head
jujumilk3 3 years ago
parent
commit
4955603b50
  1. 8
      .github/ISSUE_TEMPLATE/feature-request.yml
  2. 8
      .github/ISSUE_TEMPLATE/question.yml
  3. 10
      .github/actions/comment-docs-preview-in-pr/app/main.py
  4. 10
      .github/actions/notify-translations/app/main.py
  5. 6
      .github/actions/notify-translations/app/translations.yml
  6. 39
      .github/actions/people/app/main.py
  7. 6
      .github/actions/watch-previews/app/main.py
  8. 16
      .github/dependabot.yml
  9. 16
      .github/workflows/build-docs.yml
  10. 4
      .github/workflows/latest-changes.yml
  11. 2
      .github/workflows/notify-translations.yml
  12. 4
      .github/workflows/people.yml
  13. 8
      .github/workflows/preview-docs.yml
  14. 6
      .github/workflows/publish.yml
  15. 10
      .github/workflows/test.yml
  16. 51
      .pre-commit-config.yaml
  17. 25
      README.md
  18. 20
      docs/az/mkdocs.yml
  19. 28
      docs/de/docs/features.md
  20. 21
      docs/de/docs/index.md
  21. 20
      docs/de/mkdocs.yml
  22. 34
      docs/en/data/external_links.yml
  23. 554
      docs/en/data/github_sponsors.yml
  24. 364
      docs/en/data/people.yml
  25. 35
      docs/en/data/sponsors.yml
  26. 9
      docs/en/data/sponsors_badge.yml
  27. 4
      docs/en/docs/advanced/additional-responses.md
  28. 4
      docs/en/docs/advanced/additional-status-codes.md
  29. 14
      docs/en/docs/advanced/async-tests.md
  30. 36
      docs/en/docs/advanced/custom-response.md
  31. 4
      docs/en/docs/advanced/extending-openapi.md
  32. 267
      docs/en/docs/advanced/generate-clients.md
  33. 8
      docs/en/docs/advanced/openapi-callbacks.md
  34. 14
      docs/en/docs/advanced/security/http-basic-auth.md
  35. 8
      docs/en/docs/advanced/security/oauth2-scopes.md
  36. 2
      docs/en/docs/advanced/sql-databases-peewee.md
  37. 2
      docs/en/docs/advanced/testing-dependencies.md
  38. 14
      docs/en/docs/advanced/websockets.md
  39. 6
      docs/en/docs/alternatives.md
  40. 112
      docs/en/docs/async.md
  41. 10
      docs/en/docs/contributing.md
  42. 28
      docs/en/docs/css/custom.css
  43. 6
      docs/en/docs/deployment/docker.md
  44. 6
      docs/en/docs/deployment/manually.md
  45. 4
      docs/en/docs/features.md
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      docs/en/docs/img/deployment/https/https08.drawio
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8
.github/ISSUE_TEMPLATE/feature-request.yml

@ -8,9 +8,9 @@ body:
Thanks for your interest in FastAPI! 🚀 Thanks for your interest in FastAPI! 🚀
Please follow these instructions, fill every question, and do every step. 🙏 Please follow these instructions, fill every question, and do every step. 🙏
I'm asking this because answering questions and solving problems in GitHub issues is what consumes most of the time. I'm asking this because answering questions and solving problems in GitHub issues is what consumes most of the time.
I end up not being able to add new features, fix bugs, review pull requests, etc. as fast as I wish because I have to spend too much time handling issues. I end up not being able to add new features, fix bugs, review pull requests, etc. as fast as I wish because I have to spend too much time handling issues.
All that, on top of all the incredible help provided by a bunch of community members, the [FastAPI Experts](https://fastapi.tiangolo.com/fastapi-people/#experts), that give a lot of their time to come here and help others. All that, on top of all the incredible help provided by a bunch of community members, the [FastAPI Experts](https://fastapi.tiangolo.com/fastapi-people/#experts), that give a lot of their time to come here and help others.
@ -18,7 +18,7 @@ body:
That's a lot of work they are doing, but if more FastAPI users came to help others like them just a little bit more, it would be much less effort for them (and you and me 😅). That's a lot of work they are doing, but if more FastAPI users came to help others like them just a little bit more, it would be much less effort for them (and you and me 😅).
By asking questions in a structured way (following this) it will be much easier to help you. By asking questions in a structured way (following this) it will be much easier to help you.
And there's a high chance that you will find the solution along the way and you won't even have to submit it and wait for an answer. 😎 And there's a high chance that you will find the solution along the way and you won't even have to submit it and wait for an answer. 😎
As there are too many issues with questions, I'll have to close the incomplete ones. That will allow me (and others) to focus on helping people like you that follow the whole process and help us help you. 🤓 As there are too many issues with questions, I'll have to close the incomplete ones. That will allow me (and others) to focus on helping people like you that follow the whole process and help us help you. 🤓
@ -50,7 +50,7 @@ body:
label: Commit to Help label: Commit to Help
description: | description: |
After submitting this, I commit to one of: After submitting this, I commit to one of:
* Read open issues with questions until I find 2 issues where I can help someone and add a comment to help there. * Read open issues with questions until I find 2 issues where I can help someone and add a comment to help there.
* I already hit the "watch" button in this repository to receive notifications and I commit to help at least 2 people that ask questions in the future. * I already hit the "watch" button in this repository to receive notifications and I commit to help at least 2 people that ask questions in the future.
* Implement a Pull Request for a confirmed bug. * Implement a Pull Request for a confirmed bug.

8
.github/ISSUE_TEMPLATE/question.yml

@ -8,9 +8,9 @@ body:
Thanks for your interest in FastAPI! 🚀 Thanks for your interest in FastAPI! 🚀
Please follow these instructions, fill every question, and do every step. 🙏 Please follow these instructions, fill every question, and do every step. 🙏
I'm asking this because answering questions and solving problems in GitHub issues is what consumes most of the time. I'm asking this because answering questions and solving problems in GitHub issues is what consumes most of the time.
I end up not being able to add new features, fix bugs, review pull requests, etc. as fast as I wish because I have to spend too much time handling issues. I end up not being able to add new features, fix bugs, review pull requests, etc. as fast as I wish because I have to spend too much time handling issues.
All that, on top of all the incredible help provided by a bunch of community members, the [FastAPI Experts](https://fastapi.tiangolo.com/fastapi-people/#experts), that give a lot of their time to come here and help others. All that, on top of all the incredible help provided by a bunch of community members, the [FastAPI Experts](https://fastapi.tiangolo.com/fastapi-people/#experts), that give a lot of their time to come here and help others.
@ -18,7 +18,7 @@ body:
That's a lot of work they are doing, but if more FastAPI users came to help others like them just a little bit more, it would be much less effort for them (and you and me 😅). That's a lot of work they are doing, but if more FastAPI users came to help others like them just a little bit more, it would be much less effort for them (and you and me 😅).
By asking questions in a structured way (following this) it will be much easier to help you. By asking questions in a structured way (following this) it will be much easier to help you.
And there's a high chance that you will find the solution along the way and you won't even have to submit it and wait for an answer. 😎 And there's a high chance that you will find the solution along the way and you won't even have to submit it and wait for an answer. 😎
As there are too many issues with questions, I'll have to close the incomplete ones. That will allow me (and others) to focus on helping people like you that follow the whole process and help us help you. 🤓 As there are too many issues with questions, I'll have to close the incomplete ones. That will allow me (and others) to focus on helping people like you that follow the whole process and help us help you. 🤓
@ -50,7 +50,7 @@ body:
label: Commit to Help label: Commit to Help
description: | description: |
After submitting this, I commit to one of: After submitting this, I commit to one of:
* Read open issues with questions until I find 2 issues where I can help someone and add a comment to help there. * Read open issues with questions until I find 2 issues where I can help someone and add a comment to help there.
* I already hit the "watch" button in this repository to receive notifications and I commit to help at least 2 people that ask questions in the future. * I already hit the "watch" button in this repository to receive notifications and I commit to help at least 2 people that ask questions in the future.
* Implement a Pull Request for a confirmed bug. * Implement a Pull Request for a confirmed bug.

10
.github/actions/comment-docs-preview-in-pr/app/main.py

@ -1,7 +1,7 @@
import logging import logging
import sys import sys
from pathlib import Path from pathlib import Path
from typing import Optional from typing import Union
import httpx import httpx
from github import Github from github import Github
@ -14,7 +14,7 @@ github_api = "https://api.github.com"
class Settings(BaseSettings): class Settings(BaseSettings):
github_repository: str github_repository: str
github_event_path: Path github_event_path: Path
github_event_name: Optional[str] = None github_event_name: Union[str, None] = None
input_token: SecretStr input_token: SecretStr
input_deploy_url: str input_deploy_url: str
@ -42,15 +42,13 @@ if __name__ == "__main__":
except ValidationError as e: except ValidationError as e:
logging.error(f"Error parsing event file: {e.errors()}") logging.error(f"Error parsing event file: {e.errors()}")
sys.exit(0) sys.exit(0)
use_pr: Optional[PullRequest] = None use_pr: Union[PullRequest, None] = None
for pr in repo.get_pulls(): for pr in repo.get_pulls():
if pr.head.sha == event.workflow_run.head_commit.id: if pr.head.sha == event.workflow_run.head_commit.id:
use_pr = pr use_pr = pr
break break
if not use_pr: if not use_pr:
logging.error( logging.error(f"No PR found for hash: {event.workflow_run.head_commit.id}")
f"No PR found for hash: {event.workflow_run.head_commit.id}"
)
sys.exit(0) sys.exit(0)
github_headers = { github_headers = {
"Authorization": f"token {settings.input_token.get_secret_value()}" "Authorization": f"token {settings.input_token.get_secret_value()}"

10
.github/actions/notify-translations/app/main.py

@ -1,8 +1,8 @@
import logging import logging
import random
import time import time
from pathlib import Path from pathlib import Path
import random from typing import Dict, Union
from typing import Dict, Optional
import yaml import yaml
from github import Github from github import Github
@ -18,8 +18,8 @@ class Settings(BaseSettings):
github_repository: str github_repository: str
input_token: SecretStr input_token: SecretStr
github_event_path: Path github_event_path: Path
github_event_name: Optional[str] = None github_event_name: Union[str, None] = None
input_debug: Optional[bool] = False input_debug: Union[bool, None] = False
class PartialGitHubEventIssue(BaseModel): class PartialGitHubEventIssue(BaseModel):
@ -54,7 +54,7 @@ if __name__ == "__main__":
) )
if pr.state == "open": if pr.state == "open":
logging.debug(f"PR is open: {pr.number}") logging.debug(f"PR is open: {pr.number}")
label_strs = set([label.name for label in pr.get_labels()]) label_strs = {label.name for label in pr.get_labels()}
if lang_all_label in label_strs and awaiting_label in label_strs: if lang_all_label in label_strs and awaiting_label in label_strs:
logging.info( logging.info(
f"This PR seems to be a language translation and awaiting reviews: {pr.number}" f"This PR seems to be a language translation and awaiting reviews: {pr.number}"

6
.github/actions/notify-translations/app/translations.yml

@ -8,8 +8,12 @@ uk: 1748
tr: 1892 tr: 1892
fr: 1972 fr: 1972
ko: 2017 ko: 2017
sq: 2041 fa: 2041
pl: 3169 pl: 3169
de: 3716 de: 3716
id: 3717 id: 3717
az: 3994 az: 3994
nl: 4701
uz: 4883
sv: 5146
he: 5157

39
.github/actions/people/app/main.py

@ -4,7 +4,7 @@ import sys
from collections import Counter, defaultdict from collections import Counter, defaultdict
from datetime import datetime, timedelta, timezone from datetime import datetime, timedelta, timezone
from pathlib import Path from pathlib import Path
from typing import Container, DefaultDict, Dict, List, Optional, Set from typing import Container, DefaultDict, Dict, List, Set, Union
import httpx import httpx
import yaml import yaml
@ -14,7 +14,7 @@ from pydantic import BaseModel, BaseSettings, SecretStr
github_graphql_url = "https://api.github.com/graphql" github_graphql_url = "https://api.github.com/graphql"
issues_query = """ issues_query = """
query Q($after: String) { query Q($after: String) {
repository(name: "fastapi", owner: "tiangolo") { repository(name: "fastapi", owner: "tiangolo") {
issues(first: 100, after: $after) { issues(first: 100, after: $after) {
edges { edges {
@ -47,7 +47,7 @@ query Q($after: String) {
""" """
prs_query = """ prs_query = """
query Q($after: String) { query Q($after: String) {
repository(name: "fastapi", owner: "tiangolo") { repository(name: "fastapi", owner: "tiangolo") {
pullRequests(first: 100, after: $after) { pullRequests(first: 100, after: $after) {
edges { edges {
@ -133,7 +133,7 @@ class Author(BaseModel):
class CommentsNode(BaseModel): class CommentsNode(BaseModel):
createdAt: datetime createdAt: datetime
author: Optional[Author] = None author: Union[Author, None] = None
class Comments(BaseModel): class Comments(BaseModel):
@ -142,7 +142,7 @@ class Comments(BaseModel):
class IssuesNode(BaseModel): class IssuesNode(BaseModel):
number: int number: int
author: Optional[Author] = None author: Union[Author, None] = None
title: str title: str
createdAt: datetime createdAt: datetime
state: str state: str
@ -179,7 +179,7 @@ class Labels(BaseModel):
class ReviewNode(BaseModel): class ReviewNode(BaseModel):
author: Optional[Author] = None author: Union[Author, None] = None
state: str state: str
@ -190,7 +190,7 @@ class Reviews(BaseModel):
class PullRequestNode(BaseModel): class PullRequestNode(BaseModel):
number: int number: int
labels: Labels labels: Labels
author: Optional[Author] = None author: Union[Author, None] = None
title: str title: str
createdAt: datetime createdAt: datetime
state: str state: str
@ -263,7 +263,7 @@ class Settings(BaseSettings):
def get_graphql_response( def get_graphql_response(
*, settings: Settings, query: str, after: Optional[str] = None *, settings: Settings, query: str, after: Union[str, None] = None
): ):
headers = {"Authorization": f"token {settings.input_token.get_secret_value()}"} headers = {"Authorization": f"token {settings.input_token.get_secret_value()}"}
variables = {"after": after} variables = {"after": after}
@ -280,19 +280,19 @@ def get_graphql_response(
return data return data
def get_graphql_issue_edges(*, settings: Settings, after: Optional[str] = None): def get_graphql_issue_edges(*, settings: Settings, after: Union[str, None] = None):
data = get_graphql_response(settings=settings, query=issues_query, after=after) data = get_graphql_response(settings=settings, query=issues_query, after=after)
graphql_response = IssuesResponse.parse_obj(data) graphql_response = IssuesResponse.parse_obj(data)
return graphql_response.data.repository.issues.edges return graphql_response.data.repository.issues.edges
def get_graphql_pr_edges(*, settings: Settings, after: Optional[str] = None): def get_graphql_pr_edges(*, settings: Settings, after: Union[str, None] = None):
data = get_graphql_response(settings=settings, query=prs_query, after=after) data = get_graphql_response(settings=settings, query=prs_query, after=after)
graphql_response = PRsResponse.parse_obj(data) graphql_response = PRsResponse.parse_obj(data)
return graphql_response.data.repository.pullRequests.edges return graphql_response.data.repository.pullRequests.edges
def get_graphql_sponsor_edges(*, settings: Settings, after: Optional[str] = None): def get_graphql_sponsor_edges(*, settings: Settings, after: Union[str, None] = None):
data = get_graphql_response(settings=settings, query=sponsors_query, after=after) data = get_graphql_response(settings=settings, query=sponsors_query, after=after)
graphql_response = SponsorsResponse.parse_obj(data) graphql_response = SponsorsResponse.parse_obj(data)
return graphql_response.data.user.sponsorshipsAsMaintainer.edges return graphql_response.data.user.sponsorshipsAsMaintainer.edges
@ -501,9 +501,16 @@ if __name__ == "__main__":
github_sponsors_path = Path("./docs/en/data/github_sponsors.yml") github_sponsors_path = Path("./docs/en/data/github_sponsors.yml")
people_old_content = people_path.read_text(encoding="utf-8") people_old_content = people_path.read_text(encoding="utf-8")
github_sponsors_old_content = github_sponsors_path.read_text(encoding="utf-8") github_sponsors_old_content = github_sponsors_path.read_text(encoding="utf-8")
new_people_content = yaml.dump(people, sort_keys=False, width=200, allow_unicode=True) new_people_content = yaml.dump(
new_github_sponsors_content = yaml.dump(github_sponsors, sort_keys=False, width=200, allow_unicode=True) people, sort_keys=False, width=200, allow_unicode=True
if people_old_content == new_people_content and github_sponsors_old_content == new_github_sponsors_content: )
new_github_sponsors_content = yaml.dump(
github_sponsors, sort_keys=False, width=200, allow_unicode=True
)
if (
people_old_content == new_people_content
and github_sponsors_old_content == new_github_sponsors_content
):
logging.info("The FastAPI People data hasn't changed, finishing.") logging.info("The FastAPI People data hasn't changed, finishing.")
sys.exit(0) sys.exit(0)
people_path.write_text(new_people_content, encoding="utf-8") people_path.write_text(new_people_content, encoding="utf-8")
@ -517,7 +524,9 @@ if __name__ == "__main__":
logging.info(f"Creating a new branch {branch_name}") logging.info(f"Creating a new branch {branch_name}")
subprocess.run(["git", "checkout", "-b", branch_name], check=True) subprocess.run(["git", "checkout", "-b", branch_name], check=True)
logging.info("Adding updated file") logging.info("Adding updated file")
subprocess.run(["git", "add", str(people_path)], check=True) subprocess.run(
["git", "add", str(people_path), str(github_sponsors_path)], check=True
)
logging.info("Committing updated file") logging.info("Committing updated file")
message = "👥 Update FastAPI People" message = "👥 Update FastAPI People"
result = subprocess.run(["git", "commit", "-m", message], check=True) result = subprocess.run(["git", "commit", "-m", message], check=True)

6
.github/actions/watch-previews/app/main.py

@ -1,7 +1,7 @@
import logging import logging
from datetime import datetime from datetime import datetime
from pathlib import Path from pathlib import Path
from typing import List, Optional from typing import List, Union
import httpx import httpx
from github import Github from github import Github
@ -16,7 +16,7 @@ class Settings(BaseSettings):
input_token: SecretStr input_token: SecretStr
github_repository: str github_repository: str
github_event_path: Path github_event_path: Path
github_event_name: Optional[str] = None github_event_name: Union[str, None] = None
class Artifact(BaseModel): class Artifact(BaseModel):
@ -74,7 +74,7 @@ if __name__ == "__main__":
logging.info(f"Docs preview was notified: {notified}") logging.info(f"Docs preview was notified: {notified}")
if not notified: if not notified:
artifact_name = f"docs-zip-{commit}" artifact_name = f"docs-zip-{commit}"
use_artifact: Optional[Artifact] = None use_artifact: Union[Artifact, None] = None
for artifact in artifacts_response.artifacts: for artifact in artifacts_response.artifacts:
if artifact.name == artifact_name: if artifact.name == artifact_name:
use_artifact = artifact use_artifact = artifact

16
.github/dependabot.yml

@ -0,0 +1,16 @@
version: 2
updates:
# GitHub Actions
- package-ecosystem: "github-actions"
directory: "/"
schedule:
interval: "daily"
commit-message:
prefix:
# Python
- package-ecosystem: "pip"
directory: "/"
schedule:
interval: "daily"
commit-message:
prefix:

16
.github/workflows/build-docs.yml

@ -1,6 +1,8 @@
name: Build Docs name: Build Docs
on: on:
push: push:
branches:
- master
pull_request: pull_request:
types: [opened, synchronize] types: [opened, synchronize]
jobs: jobs:
@ -11,16 +13,16 @@ jobs:
env: env:
GITHUB_CONTEXT: ${{ toJson(github) }} GITHUB_CONTEXT: ${{ toJson(github) }}
run: echo "$GITHUB_CONTEXT" run: echo "$GITHUB_CONTEXT"
- uses: actions/checkout@v2 - uses: actions/checkout@v3
- name: Set up Python - name: Set up Python
uses: actions/setup-python@v2 uses: actions/setup-python@v4
with: with:
python-version: "3.7" python-version: "3.7"
- uses: actions/cache@v2 - uses: actions/cache@v3
id: cache id: cache
with: with:
path: ${{ env.pythonLocation }} path: ${{ env.pythonLocation }}
key: ${{ runner.os }}-python-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-docs-v2 key: ${{ runner.os }}-python-docs-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-v03
- name: Install Flit - name: Install Flit
if: steps.cache.outputs.cache-hit != 'true' if: steps.cache.outputs.cache-hit != 'true'
run: python3.7 -m pip install flit run: python3.7 -m pip install flit
@ -28,18 +30,18 @@ jobs:
if: steps.cache.outputs.cache-hit != 'true' if: steps.cache.outputs.cache-hit != 'true'
run: python3.7 -m flit install --deps production --extras doc run: python3.7 -m flit install --deps production --extras doc
- name: Install Material for MkDocs Insiders - name: Install Material for MkDocs Insiders
if: github.event.pull_request.head.repo.fork == false && steps.cache.outputs.cache-hit != 'true' if: ( github.event_name != 'pull_request' || github.event.pull_request.head.repo.fork == false ) && steps.cache.outputs.cache-hit != 'true'
run: pip install git+https://${{ secrets.ACTIONS_TOKEN }}@github.com/squidfunk/mkdocs-material-insiders.git run: pip install git+https://${{ secrets.ACTIONS_TOKEN }}@github.com/squidfunk/mkdocs-material-insiders.git
- name: Build Docs - name: Build Docs
run: python3.7 ./scripts/docs.py build-all run: python3.7 ./scripts/docs.py build-all
- name: Zip docs - name: Zip docs
run: bash ./scripts/zip-docs.sh run: bash ./scripts/zip-docs.sh
- uses: actions/upload-artifact@v2 - uses: actions/upload-artifact@v3
with: with:
name: docs-zip name: docs-zip
path: ./docs.zip path: ./docs.zip
- name: Deploy to Netlify - name: Deploy to Netlify
uses: nwtgck/actions-netlify@v1.1.5 uses: nwtgck/actions-netlify@v1.2.3
with: with:
publish-dir: './site' publish-dir: './site'
production-branch: master production-branch: master

4
.github/workflows/latest-changes.yml

@ -12,7 +12,7 @@ on:
description: PR number description: PR number
required: true required: true
debug_enabled: debug_enabled:
description: 'Run the build with tmate debugging enabled (https://github.com/marketplace/actions/debugging-with-tmate)' description: 'Run the build with tmate debugging enabled (https://github.com/marketplace/actions/debugging-with-tmate)'
required: false required: false
default: false default: false
@ -20,7 +20,7 @@ jobs:
latest-changes: latest-changes:
runs-on: ubuntu-latest runs-on: ubuntu-latest
steps: steps:
- uses: actions/checkout@v2 - uses: actions/checkout@v3
with: with:
# To allow latest-changes to commit to master # To allow latest-changes to commit to master
token: ${{ secrets.ACTIONS_TOKEN }} token: ${{ secrets.ACTIONS_TOKEN }}

2
.github/workflows/notify-translations.yml

@ -9,7 +9,7 @@ jobs:
notify-translations: notify-translations:
runs-on: ubuntu-latest runs-on: ubuntu-latest
steps: steps:
- uses: actions/checkout@v2 - uses: actions/checkout@v3
# Allow debugging with tmate # Allow debugging with tmate
- name: Setup tmate session - name: Setup tmate session
uses: mxschmitt/action-tmate@v3 uses: mxschmitt/action-tmate@v3

4
.github/workflows/people.yml

@ -6,7 +6,7 @@ on:
workflow_dispatch: workflow_dispatch:
inputs: inputs:
debug_enabled: debug_enabled:
description: 'Run the build with tmate debugging enabled (https://github.com/marketplace/actions/debugging-with-tmate)' description: 'Run the build with tmate debugging enabled (https://github.com/marketplace/actions/debugging-with-tmate)'
required: false required: false
default: false default: false
@ -14,7 +14,7 @@ jobs:
fastapi-people: fastapi-people:
runs-on: ubuntu-latest runs-on: ubuntu-latest
steps: steps:
- uses: actions/checkout@v2 - uses: actions/checkout@v3
# Allow debugging with tmate # Allow debugging with tmate
- name: Setup tmate session - name: Setup tmate session
uses: mxschmitt/action-tmate@v3 uses: mxschmitt/action-tmate@v3

8
.github/workflows/preview-docs.yml

@ -3,16 +3,16 @@ on:
workflow_run: workflow_run:
workflows: workflows:
- Build Docs - Build Docs
types: types:
- completed - completed
jobs: jobs:
preview-docs: preview-docs:
runs-on: ubuntu-latest runs-on: ubuntu-latest
steps: steps:
- uses: actions/checkout@v2 - uses: actions/checkout@v3
- name: Download Artifact Docs - name: Download Artifact Docs
uses: dawidd6/action-download-artifact@v2.9.0 uses: dawidd6/action-download-artifact@v2.22.0
with: with:
github_token: ${{ secrets.GITHUB_TOKEN }} github_token: ${{ secrets.GITHUB_TOKEN }}
workflow: build-docs.yml workflow: build-docs.yml
@ -25,7 +25,7 @@ jobs:
rm -f docs.zip rm -f docs.zip
- name: Deploy to Netlify - name: Deploy to Netlify
id: netlify id: netlify
uses: nwtgck/actions-netlify@v1.1.5 uses: nwtgck/actions-netlify@v1.2.3
with: with:
publish-dir: './site' publish-dir: './site'
production-deploy: false production-deploy: false

6
.github/workflows/publish.yml

@ -13,12 +13,12 @@ jobs:
env: env:
GITHUB_CONTEXT: ${{ toJson(github) }} GITHUB_CONTEXT: ${{ toJson(github) }}
run: echo "$GITHUB_CONTEXT" run: echo "$GITHUB_CONTEXT"
- uses: actions/checkout@v2 - uses: actions/checkout@v3
- name: Set up Python - name: Set up Python
uses: actions/setup-python@v2 uses: actions/setup-python@v4
with: with:
python-version: "3.6" python-version: "3.6"
- uses: actions/cache@v2 - uses: actions/cache@v3
id: cache id: cache
with: with:
path: ${{ env.pythonLocation }} path: ${{ env.pythonLocation }}

10
.github/workflows/test.yml

@ -16,16 +16,16 @@ jobs:
fail-fast: false fail-fast: false
steps: steps:
- uses: actions/checkout@v2 - uses: actions/checkout@v3
- name: Set up Python - name: Set up Python
uses: actions/setup-python@v2 uses: actions/setup-python@v4
with: with:
python-version: ${{ matrix.python-version }} python-version: ${{ matrix.python-version }}
- uses: actions/cache@v2 - uses: actions/cache@v3
id: cache id: cache
with: with:
path: ${{ env.pythonLocation }} path: ${{ env.pythonLocation }}
key: ${{ runner.os }}-python-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-test key: ${{ runner.os }}-python-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml') }}-test-v02
- name: Install Flit - name: Install Flit
if: steps.cache.outputs.cache-hit != 'true' if: steps.cache.outputs.cache-hit != 'true'
run: pip install flit run: pip install flit
@ -38,4 +38,4 @@ jobs:
- name: Test - name: Test
run: bash scripts/test.sh run: bash scripts/test.sh
- name: Upload coverage - name: Upload coverage
uses: codecov/codecov-action@v1 uses: codecov/codecov-action@v3

51
.pre-commit-config.yaml

@ -0,0 +1,51 @@
# See https://pre-commit.com for more information
# See https://pre-commit.com/hooks.html for more hooks
repos:
- repo: https://github.com/pre-commit/pre-commit-hooks
rev: v4.3.0
hooks:
- id: check-added-large-files
- id: check-toml
- id: check-yaml
args:
- --unsafe
- id: end-of-file-fixer
- id: trailing-whitespace
- repo: https://github.com/asottile/pyupgrade
rev: v2.37.3
hooks:
- id: pyupgrade
args:
- --py3-plus
- --keep-runtime-typing
- repo: https://github.com/myint/autoflake
rev: v1.4
hooks:
- id: autoflake
args:
- --recursive
- --in-place
- --remove-all-unused-imports
- --remove-unused-variables
- --expand-star-imports
- --exclude
- __init__.py
- --remove-duplicate-keys
- repo: https://github.com/pycqa/isort
rev: 5.10.1
hooks:
- id: isort
name: isort (python)
- id: isort
name: isort (cython)
types: [cython]
- id: isort
name: isort (pyi)
types: [pyi]
- repo: https://github.com/psf/black
rev: 22.6.0
hooks:
- id: black
ci:
autofix_commit_msg: 🎨 [pre-commit.ci] Auto format from pre-commit.com hooks
autoupdate_commit_msg: ⬆ [pre-commit.ci] pre-commit autoupdate

25
README.md

@ -32,7 +32,6 @@ FastAPI is a modern, fast (high-performance), web framework for building APIs wi
The key features are: 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**: 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%. * * **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. * * **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. * **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.
@ -47,15 +46,17 @@ The key features are:
<!-- sponsors --> <!-- sponsors -->
<a href="https://bit.ly/2QSouzH" target="_blank" title="Jina: build neural search-as-a-service for any kind of data in just minutes."><img src="https://fastapi.tiangolo.com/img/sponsors/jina.svg"></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://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://www.dropbase.io/careers" target="_blank" title="Dropbase - seamlessly collect, clean, and centralize data."><img src="https://fastapi.tiangolo.com/img/sponsors/dropbase.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.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> <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>
<a href="https://www.vim.so/?utm_source=FastAPI" target="_blank" title="We help you master vim with interactive exercises"><img src="https://fastapi.tiangolo.com/img/sponsors/vimso.png"></a> <a href="https://training.talkpython.fm/fastapi-courses" target="_blank" title="FastAPI video courses on demand from people you trust"><img src="https://fastapi.tiangolo.com/img/sponsors/talkpython.png"></a>
<a href="https://talkpython.fm/fastapi-sponsor" target="_blank" title="FastAPI video courses on demand from people you trust"><img src="https://fastapi.tiangolo.com/img/sponsors/talkpython.png"></a>
<a href="https://testdriven.io/courses/tdd-fastapi/" target="_blank" title="Learn to build high-quality web apps with best practices"><img src="https://fastapi.tiangolo.com/img/sponsors/testdriven.svg"></a> <a href="https://testdriven.io/courses/tdd-fastapi/" target="_blank" title="Learn to build high-quality web apps with best practices"><img src="https://fastapi.tiangolo.com/img/sponsors/testdriven.svg"></a>
<a href="https://github.com/deepset-ai/haystack/" target="_blank" title="Build powerful search from composable, open source building blocks"><img src="https://fastapi.tiangolo.com/img/sponsors/haystack-fastapi.svg"></a> <a href="https://github.com/deepset-ai/haystack/" target="_blank" title="Build powerful search from composable, open source building blocks"><img src="https://fastapi.tiangolo.com/img/sponsors/haystack-fastapi.svg"></a>
<a href="https://www.udemy.com/course/fastapi-rest/" target="_blank" title="Learn FastAPI by building a complete project. Extend your knowledge on advanced web development-AWS, Payments, Emails."><img src="https://fastapi.tiangolo.com/img/sponsors/ines-course.jpg"></a>
<a href="https://careers.budget-insight.com/" target="_blank" title="Budget Insight is hiring!"><img src="https://fastapi.tiangolo.com/img/sponsors/budget-insight.svg"></a>
<!-- /sponsors --> <!-- /sponsors -->
@ -149,7 +150,7 @@ $ pip install "uvicorn[standard]"
* Create a file `main.py` with: * Create a file `main.py` with:
```Python ```Python
from typing import Optional from typing import Union
from fastapi import FastAPI from fastapi import FastAPI
@ -162,7 +163,7 @@ def read_root():
@app.get("/items/{item_id}") @app.get("/items/{item_id}")
def read_item(item_id: int, q: Optional[str] = None): def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q} return {"item_id": item_id, "q": q}
``` ```
@ -172,7 +173,7 @@ def read_item(item_id: int, q: Optional[str] = None):
If your code uses `async` / `await`, use `async def`: If your code uses `async` / `await`, use `async def`:
```Python hl_lines="9 14" ```Python hl_lines="9 14"
from typing import Optional from typing import Union
from fastapi import FastAPI from fastapi import FastAPI
@ -185,7 +186,7 @@ async def read_root():
@app.get("/items/{item_id}") @app.get("/items/{item_id}")
async def read_item(item_id: int, q: Optional[str] = None): async def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q} return {"item_id": item_id, "q": q}
``` ```
@ -264,7 +265,7 @@ Now modify the file `main.py` to receive a body from a `PUT` request.
Declare the body using standard Python types, thanks to Pydantic. Declare the body using standard Python types, thanks to Pydantic.
```Python hl_lines="4 9-12 25-27" ```Python hl_lines="4 9-12 25-27"
from typing import Optional from typing import Union
from fastapi import FastAPI from fastapi import FastAPI
from pydantic import BaseModel from pydantic import BaseModel
@ -275,7 +276,7 @@ app = FastAPI()
class Item(BaseModel): class Item(BaseModel):
name: str name: str
price: float price: float
is_offer: Optional[bool] = None is_offer: Union[bool, None] = None
@app.get("/") @app.get("/")
@ -284,7 +285,7 @@ def read_root():
@app.get("/items/{item_id}") @app.get("/items/{item_id}")
def read_item(item_id: int, q: Optional[str] = None): def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q} return {"item_id": item_id, "q": q}

20
docs/az/mkdocs.yml

@ -5,13 +5,15 @@ theme:
name: material name: material
custom_dir: overrides custom_dir: overrides
palette: palette:
- scheme: default - media: '(prefers-color-scheme: light)'
scheme: default
primary: teal primary: teal
accent: amber accent: amber
toggle: toggle:
icon: material/lightbulb icon: material/lightbulb
name: Switch to light mode name: Switch to light mode
- scheme: slate - media: '(prefers-color-scheme: dark)'
scheme: slate
primary: teal primary: teal
accent: amber accent: amber
toggle: toggle:
@ -40,15 +42,19 @@ nav:
- az: /az/ - az: /az/
- de: /de/ - de: /de/
- es: /es/ - es: /es/
- fa: /fa/
- fr: /fr/ - fr: /fr/
- he: /he/
- id: /id/ - id: /id/
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
- ru: /ru/ - ru: /ru/
- sq: /sq/ - sq: /sq/
- sv: /sv/
- tr: /tr/ - tr: /tr/
- uk: /uk/ - uk: /uk/
- zh: /zh/ - zh: /zh/
@ -69,6 +75,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format '' format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed: - pymdownx.tabbed:
alternate_style: true alternate_style: true
- attr_list
- md_in_html
extra: extra:
analytics: analytics:
provider: google provider: google
@ -97,8 +105,12 @@ extra:
name: de name: de
- link: /es/ - link: /es/
name: es - español name: es - español
- link: /fa/
name: fa
- link: /fr/ - link: /fr/
name: fr - français name: fr - français
- link: /he/
name: he
- link: /id/ - link: /id/
name: id name: id
- link: /it/ - link: /it/
@ -107,6 +119,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /nl/
name: nl
- link: /pl/ - link: /pl/
name: pl name: pl
- link: /pt/ - link: /pt/
@ -115,6 +129,8 @@ extra:
name: ru - русский язык name: ru - русский язык
- link: /sq/ - link: /sq/
name: sq - shqip name: sq - shqip
- link: /sv/
name: sv - svenska
- link: /tr/ - link: /tr/
name: tr - Türkçe name: tr - Türkçe
- link: /uk/ - link: /uk/

28
docs/de/docs/features.md

@ -13,7 +13,7 @@
### Automatische Dokumentation ### Automatische Dokumentation
Mit einer interaktiven API-Dokumentation und explorativen webbasierten Benutzerschnittstellen. Da FastAPI auf OpenAPI basiert, gibt es hierzu mehrere Optionen, wobei zwei standartmäßig vorhanden sind. Mit einer interaktiven API-Dokumentation und explorativen webbasierten Benutzerschnittstellen. Da FastAPI auf OpenAPI basiert, gibt es hierzu mehrere Optionen, wobei zwei standardmäßig vorhanden sind.
* <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank"><strong>Swagger UI</strong></a>, bietet interaktive Exploration: testen und rufen Sie ihre API direkt vom Webbrowser auf. * <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank"><strong>Swagger UI</strong></a>, bietet interaktive Exploration: testen und rufen Sie ihre API direkt vom Webbrowser auf.
@ -27,7 +27,7 @@ Mit einer interaktiven API-Dokumentation und explorativen webbasierten Benutzers
Alles basiert auf **Python 3.6 Typ**-Deklarationen (dank Pydantic). Es muss keine neue Syntax gelernt werden, nur standardisiertes modernes Python. Alles basiert auf **Python 3.6 Typ**-Deklarationen (dank Pydantic). Es muss keine neue Syntax gelernt werden, nur standardisiertes modernes Python.
Wenn Sie eine kurze, zweiminütige, Auffrischung in der Benutzung von Python Typ-Deklarationen benötigen (auch wenn Sie FastAPI nicht nutzen), schauen Sie sich diese kurze Einführung an (Englisch): Python Types{.internal-link target=_blank}. Wenn Sie eine kurze, zweiminütige, Auffrischung in der Benutzung von Python Typ-Deklarationen benötigen (auch wenn Sie FastAPI nicht nutzen), schauen Sie sich diese kurze Einführung an (Englisch): Python Types{.internal-link target=_blank}.
@ -97,9 +97,9 @@ Hierdurch werden Sie nie wieder einen falschen Schlüsselnamen benutzen und spar
### Kompakt ### Kompakt
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 brachen. 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 standartmäßig, **"funktioniert einfach"** alles. Aber standardmäßig, **"funktioniert einfach"** alles.
### Validierung ### Validierung
@ -109,7 +109,7 @@ Aber standartmäßig, **"funktioniert einfach"** alles.
* Zeichenketten (`str`), mit definierter minimaler und maximaler Länge. * Zeichenketten (`str`), mit definierter minimaler und maximaler Länge.
* Zahlen (`int`, `float`) mit minimaler und maximaler Größe, usw. * Zahlen (`int`, `float`) mit minimaler und maximaler Größe, usw.
* Validierung für ungewögnliche Typen, wie: * Validierung für ungewöhnliche Typen, wie:
* URL. * URL.
* Email. * Email.
* UUID. * UUID.
@ -119,9 +119,9 @@ Die gesamte Validierung übernimmt das etablierte und robuste **Pydantic**.
### Sicherheit und Authentifizierung ### 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. * 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}. * **OAuth2** (auch mit **JWT Zugriffstokens**). Schauen Sie sich hierzu dieses Tutorial an: [OAuth2 mit JWT](tutorial/security/oauth2-jwt.md){.internal-link target=_blank}.
@ -142,7 +142,7 @@ FastAPI enthält ein extrem einfaches, aber extrem mächtiges <abbr title='oft v
* **Automatische Umsetzung** durch FastAPI. * **Automatische Umsetzung** durch FastAPI.
* Alle abhängigen Komponenten könnten Daten von Anfragen, **Erweiterungen der Pfadoperations-**Einschränkungen und der automatisierten Dokumentation benötigen. * 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. * **Automatische Validierung** selbst für *Pfadoperationen*-Parameter, die in den Abhängigkeiten definiert wurden.
* Unterstütz komplexe Benutzerauthentifizierungssysteme, mit **Datenbankverbindungen**, usw. * Unterstützt komplexe Benutzerauthentifizierungssysteme, **Datenbankverbindungen**, usw.
* **Keine Kompromisse** bei Datenbanken, Eingabemasken, usw. Sondern einfache Integration von allen. * **Keine Kompromisse** bei Datenbanken, Eingabemasken, usw. Sondern einfache Integration von allen.
### Unbegrenzte Erweiterungen ### Unbegrenzte Erweiterungen
@ -159,13 +159,13 @@ Jede Integration wurde so entworfen, dass sie einfach zu nutzen ist (mit Abhäng
## Starlette's Merkmale ## Starlette's Merkmale
**FastAPI** ist vollkommen kompatibel (und basiert auf) <a href="https://www.starlette.io/" class="external-link" target="_blank"><strong>Starlette</strong></a>. Das bedeutet, auch ihr eigner Starlett Quellcode funktioniert. **FastAPI** ist vollkommen kompatibel (und basiert auf) <a href="https://www.starlette.io/" class="external-link" target="_blank"><strong>Starlette</strong></a>. Das bedeutet, auch ihr eigener Starlette Quellcode funktioniert.
`FastAPI` ist eigentlich eine Unterklasse von `Starlette`. Wenn sie also bereits Starlette kennen oder benutzen, können Sie das meiste Ihres Wissen direkt anwenden. `FastAPI` ist eigentlich eine Unterklasse von `Starlette`. Wenn Sie also bereits Starlette kennen oder benutzen, können Sie das meiste Ihres Wissens direkt anwenden.
Mit **FastAPI** bekommen Sie viele von **Starlette**'s Funktionen (da FastAPI nur Starlette auf Steroiden ist): 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. * **WebSocket**-Unterstützung.
* Hintergrundaufgaben im selben Prozess. * Hintergrundaufgaben im selben Prozess.
* Ereignisse für das Starten und Herunterfahren. * Ereignisse für das Starten und Herunterfahren.
@ -193,11 +193,11 @@ Mit **FastAPI** bekommen Sie alle Funktionen von **Pydantic** (da FastAPI für d
* Gutes Zusammenspiel mit Ihrer/Ihrem **<abbr title="Integrierten Entwicklungsumgebung, ähnlich zu (Quellcode-)Editor">IDE</abbr>/<abbr title="Ein Programm, was Fehler im Quellcode sucht">linter</abbr>/Gehirn**: * Gutes Zusammenspiel mit Ihrer/Ihrem **<abbr title="Integrierten Entwicklungsumgebung, ähnlich zu (Quellcode-)Editor">IDE</abbr>/<abbr title="Ein Programm, was Fehler im Quellcode sucht">linter</abbr>/Gehirn**:
* Weil Datenstrukturen von Pydantic einfach nur Instanzen ihrer definierten Klassen sind, sollten Autovervollständigung, Linting, mypy und ihre Intuition einwandfrei funktionieren. * Weil Datenstrukturen von Pydantic einfach nur Instanzen ihrer definierten Klassen sind, sollten Autovervollständigung, Linting, mypy und ihre Intuition einwandfrei funktionieren.
* **Schnell**: * **Schnell**:
* In <a href="https://pydantic-docs.helpmanual.io/#benchmarks-tag" class="external-link" target="_blank">Vergleichen</a> ist Pydantic schneller als jede andere getestete Bibliothek. * 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**: * Validierung von **komplexen Strukturen**:
* Benutzung von hierachischen Pydantic Schemata, Python `typing`’s `List` und `Dict`, etc. * 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. * Sie können stark **verschachtelte JSON** Objekte haben und diese sind trotzdem validiert und annotiert.
* **Erweiterbar**: * **Erweiterbar**:
* Pydantic erlaubt die Definition von eigenen Datentypen oder sie können die Validierung mit einer `validator` dekorierten Methode erweitern.. * Pydantic erlaubt die Definition von eigenen Datentypen oder sie können die Validierung mit einer `validator` dekorierten Methode erweitern.
* 100% Testabdeckung. * 100% Testabdeckung.

21
docs/de/docs/index.md

@ -135,7 +135,7 @@ You will also need an ASGI server, for production such as <a href="https://www.u
<div class="termy"> <div class="termy">
```console ```console
$ pip install uvicorn[standard] $ pip install "uvicorn[standard]"
---> 100% ---> 100%
``` ```
@ -149,7 +149,7 @@ $ pip install uvicorn[standard]
* Create a file `main.py` with: * Create a file `main.py` with:
```Python ```Python
from typing import Optional from typing import Union
from fastapi import FastAPI from fastapi import FastAPI
@ -162,7 +162,7 @@ def read_root():
@app.get("/items/{item_id}") @app.get("/items/{item_id}")
def read_item(item_id: int, q: Optional[str] = None): def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q} return {"item_id": item_id, "q": q}
``` ```
@ -172,7 +172,7 @@ def read_item(item_id: int, q: Optional[str] = None):
If your code uses `async` / `await`, use `async def`: If your code uses `async` / `await`, use `async def`:
```Python hl_lines="9 14" ```Python hl_lines="9 14"
from typing import Optional from typing import Union
from fastapi import FastAPI from fastapi import FastAPI
@ -185,7 +185,7 @@ async def read_root():
@app.get("/items/{item_id}") @app.get("/items/{item_id}")
async def read_item(item_id: int, q: Optional[str] = None): async def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q} return {"item_id": item_id, "q": q}
``` ```
@ -264,7 +264,7 @@ Now modify the file `main.py` to receive a body from a `PUT` request.
Declare the body using standard Python types, thanks to Pydantic. Declare the body using standard Python types, thanks to Pydantic.
```Python hl_lines="4 9-12 25-27" ```Python hl_lines="4 9-12 25-27"
from typing import Optional from typing import Union
from fastapi import FastAPI from fastapi import FastAPI
from pydantic import BaseModel from pydantic import BaseModel
@ -275,7 +275,7 @@ app = FastAPI()
class Item(BaseModel): class Item(BaseModel):
name: str name: str
price: float price: float
is_offer: Optional[bool] = None is_offer: Union[bool, None] = None
@app.get("/") @app.get("/")
@ -284,7 +284,7 @@ def read_root():
@app.get("/items/{item_id}") @app.get("/items/{item_id}")
def read_item(item_id: int, q: Optional[str] = None): def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q} return {"item_id": item_id, "q": q}
@ -321,7 +321,7 @@ And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" targe
### Recap ### Recap
In summary, you declare **once** the types of parameters, body, etc. as function parameters. In summary, you declare **once** the types of parameters, body, etc. as function parameters.
You do that with standard modern Python types. You do that with standard modern Python types.
@ -378,7 +378,7 @@ Coming back to the previous code example, **FastAPI** will:
* As the `q` parameter is declared with `= None`, it is optional. * 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`). * 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: * 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 `name` that should be a `str`.
* Check that it has a required attribute `price` that has to be a `float`. * 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. * 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. * All this would also work for deeply nested JSON objects.
@ -446,7 +446,6 @@ Used by Pydantic:
Used by Starlette: Used by Starlette:
* <a href="https://requests.readthedocs.io" target="_blank"><code>requests</code></a> - Required if you want to use the `TestClient`. * <a href="https://requests.readthedocs.io" target="_blank"><code>requests</code></a> - Required if you want to use the `TestClient`.
* <a href="https://github.com/Tinche/aiofiles" target="_blank"><code>aiofiles</code></a> - Required if you want to use `FileResponse` or `StaticFiles`.
* <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://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://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://pythonhosted.org/itsdangerous/" target="_blank"><code>itsdangerous</code></a> - Required for `SessionMiddleware` support.

20
docs/de/mkdocs.yml

@ -5,13 +5,15 @@ theme:
name: material name: material
custom_dir: overrides custom_dir: overrides
palette: palette:
- scheme: default - media: '(prefers-color-scheme: light)'
scheme: default
primary: teal primary: teal
accent: amber accent: amber
toggle: toggle:
icon: material/lightbulb icon: material/lightbulb
name: Switch to light mode name: Switch to light mode
- scheme: slate - media: '(prefers-color-scheme: dark)'
scheme: slate
primary: teal primary: teal
accent: amber accent: amber
toggle: toggle:
@ -40,15 +42,19 @@ nav:
- az: /az/ - az: /az/
- de: /de/ - de: /de/
- es: /es/ - es: /es/
- fa: /fa/
- fr: /fr/ - fr: /fr/
- he: /he/
- id: /id/ - id: /id/
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
- ru: /ru/ - ru: /ru/
- sq: /sq/ - sq: /sq/
- sv: /sv/
- tr: /tr/ - tr: /tr/
- uk: /uk/ - uk: /uk/
- zh: /zh/ - zh: /zh/
@ -70,6 +76,8 @@ markdown_extensions:
format: !!python/name:pymdownx.superfences.fence_code_format '' format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed: - pymdownx.tabbed:
alternate_style: true alternate_style: true
- attr_list
- md_in_html
extra: extra:
analytics: analytics:
provider: google provider: google
@ -98,8 +106,12 @@ extra:
name: de name: de
- link: /es/ - link: /es/
name: es - español name: es - español
- link: /fa/
name: fa
- link: /fr/ - link: /fr/
name: fr - français name: fr - français
- link: /he/
name: he
- link: /id/ - link: /id/
name: id name: id
- link: /it/ - link: /it/
@ -108,6 +120,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /nl/
name: nl
- link: /pl/ - link: /pl/
name: pl name: pl
- link: /pt/ - link: /pt/
@ -116,6 +130,8 @@ extra:
name: ru - русский язык name: ru - русский язык
- link: /sq/ - link: /sq/
name: sq - shqip name: sq - shqip
- link: /sv/
name: sv - svenska
- link: /tr/ - link: /tr/
name: tr - Türkçe name: tr - Türkçe
- link: /uk/ - link: /uk/

34
docs/en/data/external_links.yml

@ -1,5 +1,17 @@
articles: articles:
english: english:
- author: Jean-Baptiste Rocher
author_link: https://hashnode.com/@jibrocher
link: https://dev.indooroutdoor.io/series/fastapi-react-poll-app
title: Building the Poll App From Django Tutorial With FastAPI And React
- author: Silvan Melchior
author_link: https://github.com/silvanmelchior
link: https://blog.devgenius.io/seamless-fastapi-configuration-with-confz-90949c14ea12
title: Seamless FastAPI Configuration with ConfZ
- author: Kaustubh Gupta
author_link: https://medium.com/@kaustubhgupta1828/
link: https://levelup.gitconnected.com/5-advance-features-of-fastapi-you-should-try-7c0ac7eebb3e
title: 5 Advanced Features of FastAPI You Should Try
- author: Kaustubh Gupta - author: Kaustubh Gupta
author_link: https://medium.com/@kaustubhgupta1828/ author_link: https://medium.com/@kaustubhgupta1828/
link: https://www.analyticsvidhya.com/blog/2021/06/deploying-ml-models-as-api-using-fastapi-and-heroku/ link: https://www.analyticsvidhya.com/blog/2021/06/deploying-ml-models-as-api-using-fastapi-and-heroku/
@ -12,6 +24,10 @@ articles:
author_link: https://pystar.substack.com/ author_link: https://pystar.substack.com/
link: https://pystar.substack.com/p/how-to-create-a-fake-certificate link: https://pystar.substack.com/p/how-to-create-a-fake-certificate
title: How to Create A Fake Certificate Authority And Generate TLS Certs for FastAPI title: How to Create A Fake Certificate Authority And Generate TLS Certs for FastAPI
- author: Ben Gamble
author_link: https://uk.linkedin.com/in/bengamble7
link: https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably
title: Building a realtime ticket booking solution with Kafka, FastAPI, and Ably
- author: Shahriyar(Shako) Rzayev - author: Shahriyar(Shako) Rzayev
author_link: https://www.linkedin.com/in/shahriyar-rzayev/ author_link: https://www.linkedin.com/in/shahriyar-rzayev/
link: https://www.azepug.az/posts/fastapi/#building-simple-e-commerce-with-nuxtjs-and-fastapi-series link: https://www.azepug.az/posts/fastapi/#building-simple-e-commerce-with-nuxtjs-and-fastapi-series
@ -20,6 +36,10 @@ articles:
author_link: https://rodrigo-arenas.medium.com/ author_link: https://rodrigo-arenas.medium.com/
link: https://medium.com/analytics-vidhya/serve-a-machine-learning-model-using-sklearn-fastapi-and-docker-85aabf96729b link: https://medium.com/analytics-vidhya/serve-a-machine-learning-model-using-sklearn-fastapi-and-docker-85aabf96729b
title: "Serve a machine learning model using Sklearn, FastAPI and Docker" title: "Serve a machine learning model using Sklearn, FastAPI and Docker"
- author: Yashasvi Singh
author_link: https://hashnode.com/@aUnicornDev
link: https://aunicorndev.hashnode.dev/series/supafast-api
title: "Building an API with FastAPI and Supabase and Deploying on Deta"
- author: Navule Pavan Kumar Rao - author: Navule Pavan Kumar Rao
author_link: https://www.linkedin.com/in/navule/ author_link: https://www.linkedin.com/in/navule/
link: https://www.tutlinks.com/deploy-fastapi-on-ubuntu-gunicorn-caddy-2/ link: https://www.tutlinks.com/deploy-fastapi-on-ubuntu-gunicorn-caddy-2/
@ -27,7 +47,7 @@ articles:
- author: Patrick Ladon - author: Patrick Ladon
author_link: https://dev.to/factorlive author_link: https://dev.to/factorlive
link: https://dev.to/factorlive/python-facebook-messenger-webhook-with-fastapi-on-glitch-4n90 link: https://dev.to/factorlive/python-facebook-messenger-webhook-with-fastapi-on-glitch-4n90
title: Python Facebook messenger webhook with FastAPI on Glitch title: Python Facebook messenger webhook with FastAPI on Glitch
- author: Dom Patmore - author: Dom Patmore
author_link: https://twitter.com/dompatmore author_link: https://twitter.com/dompatmore
link: https://dompatmore.com/blog/authenticate-your-fastapi-app-with-auth0 link: https://dompatmore.com/blog/authenticate-your-fastapi-app-with-auth0
@ -188,11 +208,23 @@ articles:
author_link: https://medium.com/@williamhayes author_link: https://medium.com/@williamhayes
link: https://medium.com/@williamhayes/fastapi-starlette-debug-vs-prod-5f7561db3a59 link: https://medium.com/@williamhayes/fastapi-starlette-debug-vs-prod-5f7561db3a59
title: FastAPI/Starlette debug vs prod title: FastAPI/Starlette debug vs prod
- author: Mukul Mantosh
author_link: https://twitter.com/MantoshMukul
link: https://www.jetbrains.com/pycharm/guide/tutorials/fastapi-aws-kubernetes/
title: Developing FastAPI Application using K8s & AWS
- author: KrishNa
author_link: https://medium.com/@krishnardt365
link: https://medium.com/@krishnardt365/fastapi-docker-and-postgres-91943e71be92
title: Fastapi, Docker(Docker compose) and Postgres
german: german:
- author: Nico Axtmann - author: Nico Axtmann
author_link: https://twitter.com/_nicoax author_link: https://twitter.com/_nicoax
link: https://blog.codecentric.de/2019/08/inbetriebnahme-eines-scikit-learn-modells-mit-onnx-und-fastapi/ link: https://blog.codecentric.de/2019/08/inbetriebnahme-eines-scikit-learn-modells-mit-onnx-und-fastapi/
title: Inbetriebnahme eines scikit-learn-Modells mit ONNX und FastAPI title: Inbetriebnahme eines scikit-learn-Modells mit ONNX und FastAPI
- author: Felix Schürmeyer
author_link: https://hellocoding.de/autor/felix-schuermeyer/
link: https://hellocoding.de/blog/coding-language/python/fastapi
title: REST-API Programmieren mittels Python und dem FastAPI Modul
japanese: japanese:
- author: '@bee2' - author: '@bee2'
author_link: https://qiita.com/bee2 author_link: https://qiita.com/bee2

554
docs/en/data/github_sponsors.yml

@ -1,88 +1,148 @@
sponsors: sponsors:
- - login: jina-ai - - login: github
avatarUrl: https://avatars.githubusercontent.com/u/9919?v=4
url: https://github.com/github
- - login: Doist
avatarUrl: https://avatars.githubusercontent.com/u/2565372?v=4
url: https://github.com/Doist
- login: cryptapi
avatarUrl: https://avatars.githubusercontent.com/u/44925437?u=61369138589bc7fee6c417f3fbd50fbd38286cc4&v=4
url: https://github.com/cryptapi
- login: BLUE-DEVIL1134
avatarUrl: https://avatars.githubusercontent.com/u/55914808?u=f283d674fce31be7fb3ed2665b0f20d89958e541&v=4
url: https://github.com/BLUE-DEVIL1134
- login: jina-ai
avatarUrl: https://avatars.githubusercontent.com/u/60539444?v=4 avatarUrl: https://avatars.githubusercontent.com/u/60539444?v=4
url: https://github.com/jina-ai url: https://github.com/jina-ai
- login: DropbaseHQ
avatarUrl: https://avatars.githubusercontent.com/u/85367855?v=4
url: https://github.com/DropbaseHQ
- - login: ObliviousAI
avatarUrl: https://avatars.githubusercontent.com/u/65656077?v=4
url: https://github.com/ObliviousAI
- login: chaserowbotham
avatarUrl: https://avatars.githubusercontent.com/u/97751084?v=4
url: https://github.com/chaserowbotham
- - login: mikeckennedy - - login: mikeckennedy
avatarUrl: https://avatars.githubusercontent.com/u/2035561?v=4 avatarUrl: https://avatars.githubusercontent.com/u/2035561?u=1bb18268bcd4d9249e1f783a063c27df9a84c05b&v=4
url: https://github.com/mikeckennedy url: https://github.com/mikeckennedy
- login: RodneyU215
avatarUrl: https://avatars.githubusercontent.com/u/3329665?u=ec6a9adf8e7e8e306eed7d49687c398608d1604f&v=4
url: https://github.com/RodneyU215
- login: Trivie - login: Trivie
avatarUrl: https://avatars.githubusercontent.com/u/8161763?v=4 avatarUrl: https://avatars.githubusercontent.com/u/8161763?v=4
url: https://github.com/Trivie url: https://github.com/Trivie
- login: deta - login: deta
avatarUrl: https://avatars.githubusercontent.com/u/47275976?v=4 avatarUrl: https://avatars.githubusercontent.com/u/47275976?v=4
url: https://github.com/deta url: https://github.com/deta
- login: deepset-ai
avatarUrl: https://avatars.githubusercontent.com/u/51827949?v=4
url: https://github.com/deepset-ai
- login: investsuite - login: investsuite
avatarUrl: https://avatars.githubusercontent.com/u/73833632?v=4 avatarUrl: https://avatars.githubusercontent.com/u/73833632?v=4
url: https://github.com/investsuite url: https://github.com/investsuite
- login: vimsoHQ - login: VincentParedes
avatarUrl: https://avatars.githubusercontent.com/u/77627231?v=4 avatarUrl: https://avatars.githubusercontent.com/u/103889729?v=4
url: https://github.com/vimsoHQ url: https://github.com/VincentParedes
- - login: newrelic - - login: InesIvanova
avatarUrl: https://avatars.githubusercontent.com/u/31739?v=4 avatarUrl: https://avatars.githubusercontent.com/u/22920417?u=409882ec1df6dbd77455788bb383a8de223dbf6f&v=4
url: https://github.com/newrelic url: https://github.com/InesIvanova
- - login: SendCloud
avatarUrl: https://avatars.githubusercontent.com/u/7831959?v=4
url: https://github.com/SendCloud
- login: qaas - login: qaas
avatarUrl: https://avatars.githubusercontent.com/u/8503759?u=10a6b4391ad6ab4cf9487ce54e3fcb61322d1efc&v=4 avatarUrl: https://avatars.githubusercontent.com/u/8503759?u=10a6b4391ad6ab4cf9487ce54e3fcb61322d1efc&v=4
url: https://github.com/qaas url: https://github.com/qaas
- - login: johnadjei - login: xoflare
avatarUrl: https://avatars.githubusercontent.com/u/74335107?v=4
url: https://github.com/xoflare
- login: Striveworks
avatarUrl: https://avatars.githubusercontent.com/u/45523576?v=4
url: https://github.com/Striveworks
- login: BoostryJP
avatarUrl: https://avatars.githubusercontent.com/u/57932412?v=4
url: https://github.com/BoostryJP
- - login: nnfuzzy
avatarUrl: https://avatars.githubusercontent.com/u/687670?v=4
url: https://github.com/nnfuzzy
- login: johnadjei
avatarUrl: https://avatars.githubusercontent.com/u/767860?v=4 avatarUrl: https://avatars.githubusercontent.com/u/767860?v=4
url: https://github.com/johnadjei url: https://github.com/johnadjei
- login: HiredScore
avatarUrl: https://avatars.githubusercontent.com/u/3908850?v=4
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- login: es3n1n - login: engineerjoe440
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url: https://github.com/declon
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avatarUrl: https://avatars.githubusercontent.com/u/36816716?v=4
url: https://github.com/d-e-h-i-o
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- login: rwxd
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url: https://github.com/rwxd
- login: ilias-ant - login: ilias-ant
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url: https://github.com/ilias-ant url: https://github.com/ilias-ant
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url: https://github.com/arrrrrmin url: https://github.com/arrrrrmin
- login: BomGard
avatarUrl: https://avatars.githubusercontent.com/u/47395385?u=8e9052f54e0b8dc7285099c438fa29c55a7d6407&v=4
url: https://github.com/BomGard
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url: https://github.com/akanz1 url: https://github.com/akanz1
- - login: leogregianin - login: shidenko97
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- login: sadikkuzu - login: data-djinn
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avatarUrl: https://avatars.githubusercontent.com/u/61064197?v=4
url: https://github.com/apar-tiwari
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url: https://github.com/Vyvy-vi
- login: 0417taehyun
avatarUrl: https://avatars.githubusercontent.com/u/63915557?u=47debaa860fd52c9b98c97ef357ddcec3b3fb399&v=4
url: https://github.com/0417taehyun
- login: realabja
avatarUrl: https://avatars.githubusercontent.com/u/66185192?u=001e2dd9297784f4218997981b4e6fa8357bb70b&v=4
url: https://github.com/realabja
- login: alessio-proietti
avatarUrl: https://avatars.githubusercontent.com/u/67370599?u=8ac73db1e18e946a7681f173abdb640516f88515&v=4
url: https://github.com/alessio-proietti
- login: Mr-Sunglasses
avatarUrl: https://avatars.githubusercontent.com/u/81439109?u=a5d0762fdcec26e18a028aef05323de3c6fb195c&v=4
url: https://github.com/Mr-Sunglasses
- - login: backbord
avatarUrl: https://avatars.githubusercontent.com/u/6814946?v=4
url: https://github.com/backbord
- login: gabrielmbmb - login: gabrielmbmb
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url: https://github.com/gabrielmbmb url: https://github.com/gabrielmbmb
- login: starhype - login: danburonline
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url: https://github.com/starhype url: https://github.com/danburonline
- login: pixel365 - login: zachspar
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url: https://github.com/pixel365 url: https://github.com/zachspar
- login: sownt
avatarUrl: https://avatars.githubusercontent.com/u/44340502?u=c06e3c45fb00a403075172770805fe57ff17b1cf&v=4
url: https://github.com/sownt
- login: aahouzi
avatarUrl: https://avatars.githubusercontent.com/u/75032370?u=82677ee9cd86b3ccf4e13d9cb6765d8de5713e1e&v=4
url: https://github.com/aahouzi

364
docs/en/data/people.yml

@ -1,13 +1,13 @@
maintainers: maintainers:
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answers: 1237 answers: 1248
prs: 280 prs: 318
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url: https://github.com/tiangolo url: https://github.com/tiangolo
experts: experts:
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count: 319 count: 352
avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=3682d9b9b93bef272f379ab623dc031c8d71432e&v=4 avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=62adc405ef418f4b6c8caa93d3eb8ab107bc4927&v=4
url: https://github.com/Kludex url: https://github.com/Kludex
- login: dmontagu - login: dmontagu
count: 262 count: 262
@ -29,20 +29,24 @@ experts:
count: 130 count: 130
avatarUrl: https://avatars.githubusercontent.com/u/331403?v=4 avatarUrl: https://avatars.githubusercontent.com/u/331403?v=4
url: https://github.com/phy25 url: https://github.com/phy25
- login: raphaelauv
count: 77
avatarUrl: https://avatars.githubusercontent.com/u/10202690?u=e6f86f5c0c3026a15d6b51792fa3e532b12f1371&v=4
url: https://github.com/raphaelauv
- login: ArcLightSlavik - login: ArcLightSlavik
count: 71 count: 71
avatarUrl: https://avatars.githubusercontent.com/u/31127044?u=81a84af39c89b898b0fbc5a04e8834f60f23e55a&v=4 avatarUrl: https://avatars.githubusercontent.com/u/31127044?u=b0f2c37142f4b762e41ad65dc49581813422bd71&v=4
url: https://github.com/ArcLightSlavik url: https://github.com/ArcLightSlavik
- login: raphaelauv - login: JarroVGIT
count: 68 count: 68
avatarUrl: https://avatars.githubusercontent.com/u/10202690?u=e6f86f5c0c3026a15d6b51792fa3e532b12f1371&v=4 avatarUrl: https://avatars.githubusercontent.com/u/13659033?u=e8bea32d07a5ef72f7dde3b2079ceb714923ca05&v=4
url: https://github.com/raphaelauv url: https://github.com/JarroVGIT
- login: falkben - login: falkben
count: 58 count: 58
avatarUrl: https://avatars.githubusercontent.com/u/653031?u=0c8d8f33d87f1aa1a6488d3f02105e9abc838105&v=4 avatarUrl: https://avatars.githubusercontent.com/u/653031?u=0c8d8f33d87f1aa1a6488d3f02105e9abc838105&v=4
url: https://github.com/falkben url: https://github.com/falkben
- login: sm-Fifteen - login: sm-Fifteen
count: 48 count: 49
avatarUrl: https://avatars.githubusercontent.com/u/516999?u=437c0c5038558c67e887ccd863c1ba0f846c03da&v=4 avatarUrl: https://avatars.githubusercontent.com/u/516999?u=437c0c5038558c67e887ccd863c1ba0f846c03da&v=4
url: https://github.com/sm-Fifteen url: https://github.com/sm-Fifteen
- login: insomnes - login: insomnes
@ -50,11 +54,19 @@ experts:
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url: https://github.com/insomnes url: https://github.com/insomnes
- login: Dustyposa - login: Dustyposa
count: 42 count: 43
avatarUrl: https://avatars.githubusercontent.com/u/27180793?u=5cf2877f50b3eb2bc55086089a78a36f07042889&v=4 avatarUrl: https://avatars.githubusercontent.com/u/27180793?u=5cf2877f50b3eb2bc55086089a78a36f07042889&v=4
url: https://github.com/Dustyposa url: https://github.com/Dustyposa
- login: adriangb
count: 40
avatarUrl: https://avatars.githubusercontent.com/u/1755071?u=81f0262df34e1460ca546fbd0c211169c2478532&v=4
url: https://github.com/adriangb
- login: jgould22
count: 40
avatarUrl: https://avatars.githubusercontent.com/u/4335847?u=ed77f67e0bb069084639b24d812dbb2a2b1dc554&v=4
url: https://github.com/jgould22
- login: includeamin - login: includeamin
count: 38 count: 39
avatarUrl: https://avatars.githubusercontent.com/u/11836741?u=8bd5ef7e62fe6a82055e33c4c0e0a7879ff8cfb6&v=4 avatarUrl: https://avatars.githubusercontent.com/u/11836741?u=8bd5ef7e62fe6a82055e33c4c0e0a7879ff8cfb6&v=4
url: https://github.com/includeamin url: https://github.com/includeamin
- login: STeveShary - login: STeveShary
@ -65,26 +77,30 @@ experts:
count: 33 count: 33
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url: https://github.com/prostomarkeloff url: https://github.com/prostomarkeloff
- login: frankie567
count: 31
avatarUrl: https://avatars.githubusercontent.com/u/1144727?u=85c025e3fcc7bd79a5665c63ee87cdf8aae13374&v=4
url: https://github.com/frankie567
- login: krishnardt - login: krishnardt
count: 31 count: 31
avatarUrl: https://avatars.githubusercontent.com/u/31960541?u=47f4829c77f4962ab437ffb7995951e41eeebe9b&v=4 avatarUrl: https://avatars.githubusercontent.com/u/31960541?u=47f4829c77f4962ab437ffb7995951e41eeebe9b&v=4
url: https://github.com/krishnardt url: https://github.com/krishnardt
- login: adriangb - login: chbndrhnns
count: 30 count: 30
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url: https://github.com/adriangb url: https://github.com/chbndrhnns
- login: wshayes - login: wshayes
count: 29 count: 29
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url: https://github.com/wshayes url: https://github.com/wshayes
- login: frankie567 - login: panla
count: 29 count: 27
avatarUrl: https://avatars.githubusercontent.com/u/1144727?u=85c025e3fcc7bd79a5665c63ee87cdf8aae13374&v=4 avatarUrl: https://avatars.githubusercontent.com/u/41326348?u=ba2fda6b30110411ecbf406d187907e2b420ac19&v=4
url: https://github.com/frankie567 url: https://github.com/panla
- login: chbndrhnns - login: acidjunk
count: 25 count: 25
avatarUrl: https://avatars.githubusercontent.com/u/7534547?v=4 avatarUrl: https://avatars.githubusercontent.com/u/685002?u=b5094ab4527fc84b006c0ac9ff54367bdebb2267&v=4
url: https://github.com/chbndrhnns url: https://github.com/acidjunk
- login: ghandic - login: ghandic
count: 25 count: 25
avatarUrl: https://avatars.githubusercontent.com/u/23500353?u=e2e1d736f924d9be81e8bfc565b6d8836ba99773&v=4 avatarUrl: https://avatars.githubusercontent.com/u/23500353?u=e2e1d736f924d9be81e8bfc565b6d8836ba99773&v=4
@ -93,10 +109,6 @@ experts:
count: 25 count: 25
avatarUrl: https://avatars.githubusercontent.com/u/43723790?u=9bcce836bbce55835291c5b2ac93a4e311f4b3c3&v=4 avatarUrl: https://avatars.githubusercontent.com/u/43723790?u=9bcce836bbce55835291c5b2ac93a4e311f4b3c3&v=4
url: https://github.com/dbanty url: https://github.com/dbanty
- login: panla
count: 25
avatarUrl: https://avatars.githubusercontent.com/u/41326348?u=ba2fda6b30110411ecbf406d187907e2b420ac19&v=4
url: https://github.com/panla
- login: SirTelemak - login: SirTelemak
count: 24 count: 24
avatarUrl: https://avatars.githubusercontent.com/u/9435877?u=719327b7d2c4c62212456d771bfa7c6b8dbb9eac&v=4 avatarUrl: https://avatars.githubusercontent.com/u/9435877?u=719327b7d2c4c62212456d771bfa7c6b8dbb9eac&v=4
@ -117,10 +129,18 @@ experts:
count: 19 count: 19
avatarUrl: https://avatars.githubusercontent.com/u/24581770?v=4 avatarUrl: https://avatars.githubusercontent.com/u/24581770?v=4
url: https://github.com/retnikt url: https://github.com/retnikt
- login: odiseo0
count: 19
avatarUrl: https://avatars.githubusercontent.com/u/87550035?u=ab724eae71c3fe1cf81e8dc76e73415da926ef7d&v=4
url: https://github.com/odiseo0
- login: Hultner - login: Hultner
count: 18 count: 18
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url: https://github.com/Hultner url: https://github.com/Hultner
- login: rafsaf
count: 18
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url: https://github.com/rafsaf
- login: jorgerpo - login: jorgerpo
count: 17 count: 17
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@ -129,10 +149,10 @@ experts:
count: 17 count: 17
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url: https://github.com/nkhitrov url: https://github.com/nkhitrov
- login: acidjunk - login: harunyasar
count: 16 count: 17
avatarUrl: https://avatars.githubusercontent.com/u/685002?u=b5094ab4527fc84b006c0ac9ff54367bdebb2267&v=4 avatarUrl: https://avatars.githubusercontent.com/u/1765494?u=5b1ab7c582db4b4016fa31affe977d10af108ad4&v=4
url: https://github.com/acidjunk url: https://github.com/harunyasar
- login: waynerv - login: waynerv
count: 16 count: 16
avatarUrl: https://avatars.githubusercontent.com/u/39515546?u=ec35139777597cdbbbddda29bf8b9d4396b429a9&v=4 avatarUrl: https://avatars.githubusercontent.com/u/39515546?u=ec35139777597cdbbbddda29bf8b9d4396b429a9&v=4
@ -141,26 +161,34 @@ experts:
count: 16 count: 16
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url: https://github.com/dstlny url: https://github.com/dstlny
- login: jgould22 - login: jonatasoli
count: 14 count: 15
avatarUrl: https://avatars.githubusercontent.com/u/4335847?u=ed77f67e0bb069084639b24d812dbb2a2b1dc554&v=4 avatarUrl: https://avatars.githubusercontent.com/u/26334101?u=071c062d2861d3dd127f6b4a5258cd8ef55d4c50&v=4
url: https://github.com/jgould22 url: https://github.com/jonatasoli
- login: harunyasar - login: hellocoldworld
count: 14 count: 14
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url: https://github.com/harunyasar url: https://github.com/hellocoldworld
- login: haizaar - login: haizaar
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url: https://github.com/haizaar url: https://github.com/haizaar
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count: 12 count: 13
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url: https://github.com/hellocoldworld url: https://github.com/valentin994
- login: David-Lor - login: David-Lor
count: 12 count: 12
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url: https://github.com/David-Lor url: https://github.com/David-Lor
- login: yinziyan1206
count: 12
avatarUrl: https://avatars.githubusercontent.com/u/37829370?v=4
url: https://github.com/yinziyan1206
- login: n8sty
count: 12
avatarUrl: https://avatars.githubusercontent.com/u/2964996?v=4
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- login: lowercase00 - login: lowercase00
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avatarUrl: https://avatars.githubusercontent.com/u/21188280?v=4 avatarUrl: https://avatars.githubusercontent.com/u/21188280?v=4
@ -169,63 +197,31 @@ experts:
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- login: juntatalor
count: 11
avatarUrl: https://avatars.githubusercontent.com/u/8134632?v=4
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- login: valentin994
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url: https://github.com/BilalAlpaslan
- login: NastasiaSaby - login: NastasiaSaby
count: 7 count: 7
avatarUrl: https://avatars.githubusercontent.com/u/8245071?u=b3afd005f9e4bf080c219ef61a592b3a8004b764&v=4 avatarUrl: https://avatars.githubusercontent.com/u/8245071?u=b3afd005f9e4bf080c219ef61a592b3a8004b764&v=4
@ -468,35 +500,15 @@ top_reviewers:
count: 7 count: 7
avatarUrl: https://avatars.githubusercontent.com/u/1405026?v=4 avatarUrl: https://avatars.githubusercontent.com/u/1405026?v=4
url: https://github.com/Mause 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 - login: krocdort
count: 7 count: 7
avatarUrl: https://avatars.githubusercontent.com/u/34248814?v=4 avatarUrl: https://avatars.githubusercontent.com/u/34248814?v=4
url: https://github.com/krocdort url: https://github.com/krocdort
- login: dimaqq
count: 7
avatarUrl: https://avatars.githubusercontent.com/u/662249?v=4
url: https://github.com/dimaqq
- login: jovicon
count: 6
avatarUrl: https://avatars.githubusercontent.com/u/21287303?u=b049eac3e51a4c0473c2efe66b4d28a7d8f2b572&v=4
url: https://github.com/jovicon
- login: NinaHwang
count: 6
avatarUrl: https://avatars.githubusercontent.com/u/79563565?u=1741703bd6c8f491503354b363a86e879b4c1cab&v=4
url: https://github.com/NinaHwang
- login: diogoduartec
count: 5
avatarUrl: https://avatars.githubusercontent.com/u/31852339?u=b50fc11c531e9b77922e19edfc9e7233d4d7b92e&v=4
url: https://github.com/diogoduartec
- login: n25a
count: 5
avatarUrl: https://avatars.githubusercontent.com/u/49960770?u=eb3c95338741c78fff7d9d5d7ace9617e53eee4a&v=4
url: https://github.com/n25a
- login: izaguerreiro
count: 5
avatarUrl: https://avatars.githubusercontent.com/u/2241504?v=4
url: https://github.com/izaguerreiro
- login: israteneda
count: 5
avatarUrl: https://avatars.githubusercontent.com/u/20668624?u=d7b2961d330aca65fbce5bdb26a0800a3d23ed2d&v=4
url: https://github.com/israteneda

35
docs/en/data/sponsors.yml

@ -1,13 +1,16 @@
gold: gold:
- url: https://bit.ly/2QSouzH - url: https://bit.ly/3dmXC5S
title: "Jina: build neural search-as-a-service for any kind of data in just minutes." title: The data structure for unstructured multimodal data
img: https://fastapi.tiangolo.com/img/sponsors/jina.svg 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/ - url: https://cryptapi.io/
title: "CryptAPI: Your easy to use, secure and privacy oriented payment gateway." title: "CryptAPI: Your easy to use, secure and privacy oriented payment gateway."
img: https://fastapi.tiangolo.com/img/sponsors/cryptapi.svg img: https://fastapi.tiangolo.com/img/sponsors/cryptapi.svg
- url: https://www.dropbase.io/careers - url: https://doist.com/careers/9B437B1615-wa-senior-backend-engineer-python
title: Dropbase - seamlessly collect, clean, and centralize data. title: Help us migrate doist to FastAPI
img: https://fastapi.tiangolo.com/img/sponsors/dropbase.svg img: https://fastapi.tiangolo.com/img/sponsors/doist.svg
silver: silver:
- url: https://www.deta.sh/?ref=fastapi - url: https://www.deta.sh/?ref=fastapi
title: The launchpad for all your (team's) ideas title: The launchpad for all your (team's) ideas
@ -15,10 +18,7 @@ silver:
- url: https://www.investsuite.com/jobs - url: https://www.investsuite.com/jobs
title: Wealthtech jobs with FastAPI title: Wealthtech jobs with FastAPI
img: https://fastapi.tiangolo.com/img/sponsors/investsuite.svg img: https://fastapi.tiangolo.com/img/sponsors/investsuite.svg
- url: https://www.vim.so/?utm_source=FastAPI - url: https://training.talkpython.fm/fastapi-courses
title: We help you master vim with interactive exercises
img: https://fastapi.tiangolo.com/img/sponsors/vimso.png
- url: https://talkpython.fm/fastapi-sponsor
title: FastAPI video courses on demand from people you trust title: FastAPI video courses on demand from people you trust
img: https://fastapi.tiangolo.com/img/sponsors/talkpython.png img: https://fastapi.tiangolo.com/img/sponsors/talkpython.png
- url: https://testdriven.io/courses/tdd-fastapi/ - url: https://testdriven.io/courses/tdd-fastapi/
@ -27,7 +27,16 @@ silver:
- url: https://github.com/deepset-ai/haystack/ - url: https://github.com/deepset-ai/haystack/
title: Build powerful search from composable, open source building blocks title: Build powerful search from composable, open source building blocks
img: https://fastapi.tiangolo.com/img/sponsors/haystack-fastapi.svg img: https://fastapi.tiangolo.com/img/sponsors/haystack-fastapi.svg
- url: https://www.udemy.com/course/fastapi-rest/
title: Learn FastAPI by building a complete project. Extend your knowledge on advanced web development-AWS, Payments, Emails.
img: https://fastapi.tiangolo.com/img/sponsors/ines-course.jpg
- url: https://careers.budget-insight.com/
title: Budget Insight is hiring!
img: https://fastapi.tiangolo.com/img/sponsors/budget-insight.svg
bronze: bronze:
- url: https://calmcode.io - url: https://www.exoflare.com/open-source/?utm_source=FastAPI&utm_campaign=open_source
title: Code. Simply. Clearly. Calmly. title: Biosecurity risk assessments made easy.
img: https://fastapi.tiangolo.com/img/sponsors/calmcode.jpg img: https://fastapi.tiangolo.com/img/sponsors/exoflare.png
- url: https://bit.ly/3ccLCmM
title: https://striveworks.us/careers
img: https://fastapi.tiangolo.com/img/sponsors/striveworks2.png

9
docs/en/data/sponsors_badge.yml

@ -2,9 +2,14 @@ logins:
- jina-ai - jina-ai
- deta - deta
- investsuite - investsuite
- vimsoHQ
- mikeckennedy - mikeckennedy
- koaning
- deepset-ai - deepset-ai
- cryptapi - cryptapi
- Striveworks
- xoflare
- InesIvanova
- DropbaseHQ - DropbaseHQ
- VincentParedes
- BLUE-DEVIL1134
- ObliviousAI
- Doist

4
docs/en/docs/advanced/additional-responses.md

@ -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: 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!} {!../../../docs_src/additional_responses/tutorial001.py!}
``` ```
@ -36,7 +36,7 @@ For example, to declare another response with a status code `404` and a Pydantic
**FastAPI** will take the Pydantic model from there, generate the `JSON Schema`, and put it in the correct place. **FastAPI** will take the Pydantic model from there, generate the `JSON Schema`, and put it in the correct place.
The correct place is: The correct place is:
* In the key `content`, that has as value another JSON object (`dict`) that contains: * In the key `content`, that has as value another JSON object (`dict`) that contains:
* A key with the media type, e.g. `application/json`, that contains as value another JSON object, that contains: * A key with the media type, e.g. `application/json`, that contains as value another JSON object, that contains:
* A key `schema`, that has as the value the JSON Schema from the model, here's the correct place. * A key `schema`, that has as the value the JSON Schema from the model, here's the correct place.

4
docs/en/docs/advanced/additional-status-codes.md

@ -14,7 +14,7 @@ But you also want it to accept new items. And when the items didn't exist before
To achieve that, import `JSONResponse`, and return your content there directly, setting the `status_code` that you want: To achieve that, import `JSONResponse`, and return your content there directly, setting the `status_code` that you want:
```Python hl_lines="4 23" ```Python hl_lines="4 25"
{!../../../docs_src/additional_status_codes/tutorial001.py!} {!../../../docs_src/additional_status_codes/tutorial001.py!}
``` ```
@ -22,7 +22,7 @@ To achieve that, import `JSONResponse`, and return your content there directly,
When you return a `Response` directly, like in the example above, it will be returned directly. When you return a `Response` directly, like in the example above, it will be returned directly.
It won't be serialized with a model, etc. It won't be serialized with a model, etc.
Make sure it has the data you want it to have, and that the values are valid JSON (if you are using `JSONResponse`). Make sure it has the data you want it to have, and that the values are valid JSON (if you are using `JSONResponse`).
!!! note "Technical Details" !!! note "Technical Details"

14
docs/en/docs/advanced/async-tests.md

@ -26,13 +26,23 @@ The important difference for us is that with HTTPX we are not limited to synchro
## Example ## 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 ```Python
{!../../../docs_src/async_tests/main.py!} {!../../../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 ```Python
{!../../../docs_src/async_tests/test_main.py!} {!../../../docs_src/async_tests/test_main.py!}

36
docs/en/docs/advanced/custom-response.md

@ -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*. 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" ```Python hl_lines="2 7"
{!../../../docs_src/custom_response/tutorial001b.py!} {!../../../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. 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 ## Default response class
When creating a **FastAPI** class instance or an `APIRouter` you can specify which response class to use by default. When creating a **FastAPI** class instance or an `APIRouter` you can specify which response class to use by default.

4
docs/en/docs/advanced/extending-openapi.md

@ -132,8 +132,8 @@ You can probably right-click each link and select an option similar to `Save lin
**Swagger UI** uses the files: **Swagger UI** uses the files:
* <a href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@3/swagger-ui-bundle.js" class="external-link" target="_blank">`swagger-ui-bundle.js`</a> * <a href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@4/swagger-ui-bundle.js" class="external-link" target="_blank">`swagger-ui-bundle.js`</a>
* <a href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@3/swagger-ui.css" class="external-link" target="_blank">`swagger-ui.css`</a> * <a href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@4/swagger-ui.css" class="external-link" target="_blank">`swagger-ui.css`</a>
And **ReDoc** uses the file: And **ReDoc** uses the file:

267
docs/en/docs/advanced/generate-clients.md

@ -0,0 +1,267 @@
# Generate Clients
As **FastAPI** is based on the OpenAPI specification, you get automatic compatibility with many tools, including the automatic API docs (provided by Swagger UI).
One particular advantage that is not necessarily obvious is that you can **generate clients** (sometimes called <abbr title="Software Development Kits">**SDKs**</abbr> ) for your API, for many different **programming languages**.
## OpenAPI Client Generators
There are many tools to generate clients from **OpenAPI**.
A common tool is <a href="https://openapi-generator.tech/" class="external-link" target="_blank">OpenAPI Generator</a>.
If you are building a **frontend**, a very interesting alternative is <a href="https://github.com/ferdikoomen/openapi-typescript-codegen" class="external-link" target="_blank">openapi-typescript-codegen</a>.
## Generate a TypeScript Frontend Client
Let's start with a simple FastAPI application:
=== "Python 3.6 and above"
```Python hl_lines="9-11 14-15 18 19 23"
{!> ../../../docs_src/generate_clients/tutorial001.py!}
```
=== "Python 3.9 and above"
```Python hl_lines="7-9 12-13 16-17 21"
{!> ../../../docs_src/generate_clients/tutorial001_py39.py!}
```
Notice that the *path operations* define the models they use for request payload and response payload, using the models `Item` and `ResponseMessage`.
### API Docs
If you go to the API docs, you will see that it has the **schemas** for the data to be sent in requests and received in responses:
<img src="/img/tutorial/generate-clients/image01.png">
You can see those schemas because they were declared with the models in the app.
That information is available in the app's **OpenAPI schema**, and then shown in the API docs (by Swagger UI).
And that same information from the models that is included in OpenAPI is what can be used to **generate the client code**.
### Generate a TypeScript Client
Now that we have the app with the models, we can generate the client code for the frontend.
#### Install `openapi-typescript-codegen`
You can install `openapi-typescript-codegen` in your frontend code with:
<div class="termy">
```console
$ npm install openapi-typescript-codegen --save-dev
---> 100%
```
</div>
#### Generate Client Code
To generate the client code you can use the command line application `openapi` that would now be installed.
Because it is installed in the local project, you probably wouldn't be able to call that command directly, but you would put it on your `package.json` file.
It could look like this:
```JSON hl_lines="7"
{
"name": "frontend-app",
"version": "1.0.0",
"description": "",
"main": "index.js",
"scripts": {
"generate-client": "openapi --input http://localhost:8000/openapi.json --output ./src/client --client axios"
},
"author": "",
"license": "",
"devDependencies": {
"openapi-typescript-codegen": "^0.20.1",
"typescript": "^4.6.2"
}
}
```
After having that NPM `generate-client` script there, you can run it with:
<div class="termy">
```console
$ npm run generate-client
[email protected] generate-client /home/user/code/frontend-app
> openapi --input http://localhost:8000/openapi.json --output ./src/client --client axios
```
</div>
That command will generate code in `./src/client` and will use `axios` (the frontend HTTP library) internally.
### Try Out the Client Code
Now you can import and use the client code, it could look like this, notice that you get autocompletion for the methods:
<img src="/img/tutorial/generate-clients/image02.png">
You will also get autocompletion for the payload to send:
<img src="/img/tutorial/generate-clients/image03.png">
!!! tip
Notice the autocompletion for `name` and `price`, that was defined in the FastAPI application, in the `Item` model.
You will have inline errors for the data that you send:
<img src="/img/tutorial/generate-clients/image04.png">
The response object will also have autocompletion:
<img src="/img/tutorial/generate-clients/image05.png">
## FastAPI App with Tags
In many cases your FastAPI app will be bigger, and you will probably use tags to separate different groups of *path operations*.
For example, you could have a section for **items** and another section for **users**, and they could be separated by tags:
=== "Python 3.6 and above"
```Python hl_lines="23 28 36"
{!> ../../../docs_src/generate_clients/tutorial002.py!}
```
=== "Python 3.9 and above"
```Python hl_lines="21 26 34"
{!> ../../../docs_src/generate_clients/tutorial002_py39.py!}
```
### Generate a TypeScript Client with Tags
If you generate a client for a FastAPI app using tags, it will normally also separate the client code based on the tags.
This way you will be able to have things ordered and grouped correctly for the client code:
<img src="/img/tutorial/generate-clients/image06.png">
In this case you have:
* `ItemsService`
* `UsersService`
### Client Method Names
Right now the generated method names like `createItemItemsPost` don't look very clean:
```TypeScript
ItemsService.createItemItemsPost({name: "Plumbus", price: 5})
```
...that's because the client generator uses the OpenAPI internal **operation ID** for each *path operation*.
OpenAPI requires that each operation ID is unique across all the *path operations*, so FastAPI uses the **function name**, the **path**, and the **HTTP method/operation** to generate that operation ID, because that way it can make sure that the operation IDs are unique.
But I'll show you how to improve that next. 🤓
## Custom Operation IDs and Better Method Names
You can **modify** the way these operation IDs are **generated** to make them simpler and have **simpler method names** in the clients.
In this case you will have to ensure that each operation ID is **unique** in some other way.
For example, you could make sure that each *path operation* has a tag, and then generate the operation ID based on the **tag** and the *path operation* **name** (the function name).
### Custom Generate Unique ID Function
FastAPI uses a **unique ID** for each *path operation*, it is used for the **operation ID** and also for the names of any needed custom models, for requests or responses.
You can customize that function. It takes an `APIRoute` and outputs a string.
For example, here it is using the first tag (you will probably have only one tag) and the *path operation* name (the function name).
You can then pass that custom function to **FastAPI** as the `generate_unique_id_function` parameter:
=== "Python 3.6 and above"
```Python hl_lines="8-9 12"
{!> ../../../docs_src/generate_clients/tutorial003.py!}
```
=== "Python 3.9 and above"
```Python hl_lines="6-7 10"
{!> ../../../docs_src/generate_clients/tutorial003_py39.py!}
```
### Generate a TypeScript Client with Custom Operation IDs
Now if you generate the client again, you will see that it has the improved method names:
<img src="/img/tutorial/generate-clients/image07.png">
As you see, the method names now have the tag and then the function name, now they don't include information from the URL path and the HTTP operation.
### Preprocess the OpenAPI Specification for the Client Generator
The generated code still has some **duplicated information**.
We already know that this method is related to the **items** because that word is in the `ItemsService` (taken from the tag), but we still have the tag name prefixed in the method name too. 😕
We will probably still want to keep it for OpenAPI in general, as that will ensure that the operation IDs are **unique**.
But for the generated client we could **modify** the OpenAPI operation IDs right before generating the clients, just to make those method names nicer and **cleaner**.
We could download the OpenAPI JSON to a file `openapi.json` and then we could **remove that prefixed tag** with a script like this:
```Python
{!../../../docs_src/generate_clients/tutorial004.py!}
```
With that, the operation IDs would be renamed from things like `items-get_items` to just `get_items`, that way the client generator can generate simpler method names.
### Generate a TypeScript Client with the Preprocessed OpenAPI
Now as the end result is in a file `openapi.json`, you would modify the `package.json` to use that local file, for example:
```JSON hl_lines="7"
{
"name": "frontend-app",
"version": "1.0.0",
"description": "",
"main": "index.js",
"scripts": {
"generate-client": "openapi --input ./openapi.json --output ./src/client --client axios"
},
"author": "",
"license": "",
"devDependencies": {
"openapi-typescript-codegen": "^0.20.1",
"typescript": "^4.6.2"
}
}
```
After generating the new client, you would now have **clean method names**, with all the **autocompletion**, **inline errors**, etc:
<img src="/img/tutorial/generate-clients/image08.png">
## Benefits
When using the automatically generated clients you would **autocompletion** for:
* Methods.
* Request payloads in the body, query parameters, etc.
* Response payloads.
You would also have **inline errors** for everything.
And whenever you update the backend code, and **regenerate** the frontend, it would have any new *path operations* available as methods, the old ones removed, and any other change would be reflected on the generated code. 🤓
This also means that if something changed it will be **reflected** on the client code automatically. And if you **build** the client it will error out if you have any **mismatch** in the data used.
So, you would **detect many errors** very early in the development cycle instead of having to wait for the errors to show up to your final users in production and then trying to debug where the problem is. ✨

8
docs/en/docs/advanced/openapi-callbacks.md

@ -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: 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!} {!../../../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. 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!} {!../../../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`. * 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`. * 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!} {!../../../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: 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!} {!../../../docs_src/openapi_callbacks/tutorial001.py!}
``` ```

14
docs/en/docs/advanced/security/http-basic-auth.md

@ -34,13 +34,19 @@ Here's a more complete example.
Use a dependency to check if the username and password are correct. 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!} {!../../../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 ```Python
if not (credentials.username == "stanleyjobson") or not (credentials.password == "swordfish"): 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: 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!} {!../../../docs_src/security/tutorial007.py!}
``` ```

8
docs/en/docs/advanced/security/oauth2-scopes.md

@ -16,11 +16,11 @@ In this section you will see how to manage authentication and authorization with
You don't necessarily need OAuth2 scopes, and you can handle authentication and authorization however you want. You don't necessarily need OAuth2 scopes, and you can handle authentication and authorization however you want.
But OAuth2 with scopes can be nicely integrated into your API (with OpenAPI) and your API docs. But OAuth2 with scopes can be nicely integrated into your API (with OpenAPI) and your API docs.
Nevertheless, you still enforce those scopes, or any other security/authorization requirement, however you need, in your code. Nevertheless, you still enforce those scopes, or any other security/authorization requirement, however you need, in your code.
In many cases, OAuth2 with scopes can be an overkill. In many cases, OAuth2 with scopes can be an overkill.
But if you know you need it, or you are curious, keep reading. But if you know you need it, or you are curious, keep reading.
## OAuth2 scopes and OpenAPI ## OAuth2 scopes and OpenAPI
@ -47,7 +47,7 @@ They are normally used to declare specific security permissions, for example:
In OAuth2 a "scope" is just a string that declares a specific permission required. In OAuth2 a "scope" is just a string that declares a specific permission required.
It doesn't matter if it has other characters like `:` or if it is a URL. It doesn't matter if it has other characters like `:` or if it is a URL.
Those details are implementation specific. Those details are implementation specific.
For OAuth2 they are just strings. For OAuth2 they are just strings.
@ -115,7 +115,7 @@ In this case, it requires the scope `me` (it could require more than one scope).
!!! note !!! note
You don't necessarily need to add different scopes in different places. You don't necessarily need to add different scopes in different places.
We are doing it here to demonstrate how **FastAPI** handles scopes declared at different levels. We are doing it here to demonstrate how **FastAPI** handles scopes declared at different levels.
```Python hl_lines="4 139 166" ```Python hl_lines="4 139 166"

2
docs/en/docs/advanced/sql-databases-peewee.md

@ -182,7 +182,7 @@ Now let's check the file `sql_app/schemas.py`.
To avoid confusion between the Peewee *models* and the Pydantic *models*, we will have the file `models.py` with the Peewee models, and the file `schemas.py` with the Pydantic models. To avoid confusion between the Peewee *models* and the Pydantic *models*, we will have the file `models.py` with the Peewee models, and the file `schemas.py` with the Pydantic models.
These Pydantic models define more or less a "schema" (a valid data shape). These Pydantic models define more or less a "schema" (a valid data shape).
So this will help us avoiding confusion while using both. So this will help us avoiding confusion while using both.
### Create the Pydantic *models* / schemas ### Create the Pydantic *models* / schemas

2
docs/en/docs/advanced/testing-dependencies.md

@ -28,7 +28,7 @@ To override a dependency for testing, you put as a key the original dependency (
And then **FastAPI** will call that override instead of the original dependency. And then **FastAPI** will call that override instead of the original dependency.
```Python hl_lines="26-27 30" ```Python hl_lines="28-29 32"
{!../../../docs_src/dependency_testing/tutorial001.py!} {!../../../docs_src/dependency_testing/tutorial001.py!}
``` ```

14
docs/en/docs/advanced/websockets.md

@ -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**. 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 ## WebSockets client
### In production ### In production

6
docs/en/docs/alternatives.md

@ -235,7 +235,7 @@ It was one of the first extremely fast Python frameworks based on `asyncio`. It
!!! check "Inspired **FastAPI** to" !!! check "Inspired **FastAPI** to"
Find a way to have a crazy performance. Find a way to have a crazy performance.
That's why **FastAPI** is based on Starlette, as it is the fastest framework available (tested by third-party benchmarks). That's why **FastAPI** is based on Starlette, as it is the fastest framework available (tested by third-party benchmarks).
### <a href="https://falconframework.org/" class="external-link" target="_blank">Falcon</a> ### <a href="https://falconframework.org/" class="external-link" target="_blank">Falcon</a>
@ -333,7 +333,7 @@ Now APIStar is a set of tools to validate OpenAPI specifications, not a web fram
Exist. Exist.
The idea of declaring multiple things (data validation, serialization and documentation) with the same Python types, that at the same time provided great editor support, was something I considered a brilliant idea. The idea of declaring multiple things (data validation, serialization and documentation) with the same Python types, that at the same time provided great editor support, was something I considered a brilliant idea.
And after searching for a long time for a similar framework and testing many different alternatives, APIStar was the best option available. And after searching for a long time for a similar framework and testing many different alternatives, APIStar was the best option available.
Then APIStar stopped to exist as a server and Starlette was created, and was a new better foundation for such a system. That was the final inspiration to build **FastAPI**. Then APIStar stopped to exist as a server and Starlette was created, and was a new better foundation for such a system. That was the final inspiration to build **FastAPI**.
@ -391,7 +391,7 @@ That's one of the main things that **FastAPI** adds on top, all based on Python
Handle all the core web parts. Adding features on top. Handle all the core web parts. Adding features on top.
The class `FastAPI` itself inherits directly from the class `Starlette`. The class `FastAPI` itself inherits directly from the class `Starlette`.
So, anything that you can do with Starlette, you can do it directly with **FastAPI**, as it is basically Starlette on steroids. So, anything that you can do with Starlette, you can do it directly with **FastAPI**, as it is basically Starlette on steroids.
### <a href="https://www.uvicorn.org/" class="external-link" target="_blank">Uvicorn</a> ### <a href="https://www.uvicorn.org/" class="external-link" target="_blank">Uvicorn</a>

112
docs/en/docs/async.md

@ -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" ```Python hl_lines="2"
@app.get('/') @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. 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 ### 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).
<img src="/img/async/concurrent-burgers/concurrent-burgers-03.png" class="illustration">
You pay. 💸
The cashier gives you the number of your turn.
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). <img src="/img/async/concurrent-burgers/concurrent-burgers-04.png" class="illustration">
The cashier 💁 gives you the number of your turn. 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).
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 ✨🍔✨). 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 ✨😍✨.
As you are sitting on 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. 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. Then at some point, it finally is your turn. You go to the counter, get your burgers and come back to the table.
You and your crush 😍 eat the burgers 🍔 and have a nice time ✨. <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. 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 on 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 ### Parallel Burgers
Now let's imagine these aren't "Concurrent Burgers", but "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. <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. Then it's finally your turn, you place your order of 2 very fancy burgers for your crush and you.
You pay 💸. 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. 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. 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. 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.
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.
And that's the same level of performance you get with **FastAPI**. 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. 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. 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. 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 ### Path operation functions

10
docs/en/docs/contributing.md

@ -84,7 +84,17 @@ To check it worked, use:
If it shows the `pip` binary at `env/bin/pip` then it worked. 🎉 If it shows the `pip` binary at `env/bin/pip` then it worked. 🎉
Make sure you have the latest pip version on your virtual environment to avoid errors on the next steps:
<div class="termy">
```console
$ python -m pip install --upgrade pip
---> 100%
```
</div>
!!! tip !!! tip
Every time you install a new package with `pip` under that environment, activate the environment again. Every time you install a new package with `pip` under that environment, activate the environment again.

28
docs/en/docs/css/custom.css

@ -4,10 +4,21 @@
display: block; display: block;
} }
.termy {
/* For right to left languages */
direction: ltr;
}
.termy [data-termynal] { .termy [data-termynal] {
white-space: pre-wrap; white-space: pre-wrap;
} }
a.external-link {
/* For right to left languages */
direction: ltr;
display: inline-block;
}
a.external-link::after { a.external-link::after {
/* \00A0 is a non-breaking space /* \00A0 is a non-breaking space
to make the mark be on the same line as the link to make the mark be on the same line as the link
@ -94,7 +105,7 @@ a.announce-link:hover {
.announce-wrapper .sponsor-badge { .announce-wrapper .sponsor-badge {
display: block; display: block;
position: absolute; position: absolute;
top: -5px; top: -10px;
right: 0; right: 0;
font-size: 0.5rem; font-size: 0.5rem;
color: #999; color: #999;
@ -118,3 +129,18 @@ a.announce-link:hover {
.twitter { .twitter {
color: #00acee; 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;
}

6
docs/en/docs/deployment/docker.md

@ -142,7 +142,7 @@ Successfully installed fastapi pydantic uvicorn
* Create a `main.py` file with: * Create a `main.py` file with:
```Python ```Python
from typing import Optional from typing import Union
from fastapi import FastAPI from fastapi import FastAPI
@ -155,7 +155,7 @@ def read_root():
@app.get("/items/{item_id}") @app.get("/items/{item_id}")
def read_item(item_id: int, q: Optional[str] = None): def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q} return {"item_id": item_id, "q": q}
``` ```
@ -350,7 +350,7 @@ If your FastAPI is a single file, for example, `main.py` without an `./app` dire
Then you would just have to change the corresponding paths to copy the file inside the `Dockerfile`: Then you would just have to change the corresponding paths to copy the file inside the `Dockerfile`:
```{ .dockerfile .annotate hl_lines="10 13" } ```{ .dockerfile .annotate hl_lines="10 13" }
FROM python:3.9 FROM python:3.9
WORKDIR /code WORKDIR /code

6
docs/en/docs/deployment/manually.md

@ -38,7 +38,7 @@ You can install an ASGI compatible server with:
!!! tip !!! tip
By adding the `standard`, Uvicorn will install and use some recommended extra dependencies. By adding the `standard`, Uvicorn will install and use some recommended extra dependencies.
That including `uvloop`, the high-performance drop-in replacement for `asyncio`, that provides the big concurrency performance boost. That including `uvloop`, the high-performance drop-in replacement for `asyncio`, that provides the big concurrency performance boost.
=== "Hypercorn" === "Hypercorn"
@ -59,7 +59,7 @@ You can install an ASGI compatible server with:
## Run the Server Program ## Run the Server Program
You can then your application the same way you have done in the tutorials, but without the `--reload` option, e.g.: You can then run your application the same way you have done in the tutorials, but without the `--reload` option, e.g.:
=== "Uvicorn" === "Uvicorn"
@ -89,7 +89,7 @@ You can then your application the same way you have done in the tutorials, but w
Remember to remove the `--reload` option if you were using it. Remember to remove the `--reload` option if you were using it.
The `--reload` option consumes much more resources, is more unstable, etc. The `--reload` option consumes much more resources, is more unstable, etc.
It helps a lot during **development**, but you **shouldn't** use it in **production**. It helps a lot during **development**, but you **shouldn't** use it in **production**.
## Hypercorn with Trio ## Hypercorn with Trio

4
docs/en/docs/features.md

@ -190,11 +190,11 @@ With **FastAPI** you get all of **Pydantic**'s features (as FastAPI is based on
* Plays nicely with your **<abbr title="Integrated Development Environment, similar to a code editor">IDE</abbr>/<abbr title="A program that checks for code errors">linter</abbr>/brain**: * Plays nicely with your **<abbr title="Integrated Development Environment, similar to a code editor">IDE</abbr>/<abbr title="A program that checks for code errors">linter</abbr>/brain**:
* Because pydantic data structures are just instances of classes you define; auto-completion, linting, mypy and your intuition should all work properly with your validated data. * Because pydantic data structures are just instances of classes you define; auto-completion, linting, mypy and your intuition should all work properly with your validated data.
* **Fast**: * **Fast**:
* in <a href="https://pydantic-docs.helpmanual.io/#benchmarks-tag" class="external-link" target="_blank">benchmarks</a> Pydantic is faster than all other tested libraries. * in <a href="https://pydantic-docs.helpmanual.io/benchmarks/" class="external-link" target="_blank">benchmarks</a> Pydantic is faster than all other tested libraries.
* Validate **complex structures**: * Validate **complex structures**:
* Use of hierarchical Pydantic models, Python `typing`’s `List` and `Dict`, etc. * 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. * 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. * 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. * 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. * 100% test coverage.

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docs/en/docs/img/deployment/https/https04.drawio

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</mxfile> </mxfile>

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</mxfile> </mxfile>

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