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14
.github/DISCUSSION_TEMPLATE/questions.yml
vendored
@@ -123,6 +123,20 @@ body:
|
||||
```
|
||||
validations:
|
||||
required: true
|
||||
- type: input
|
||||
id: pydantic-version
|
||||
attributes:
|
||||
label: Pydantic Version
|
||||
description: |
|
||||
What Pydantic version are you using?
|
||||
|
||||
You can find the Pydantic version with:
|
||||
|
||||
```bash
|
||||
python -c "import pydantic; print(pydantic.version.VERSION)"
|
||||
```
|
||||
validations:
|
||||
required: true
|
||||
- type: input
|
||||
id: python-version
|
||||
attributes:
|
||||
|
||||
4
.github/actions/people/Dockerfile
vendored
@@ -1,6 +1,6 @@
|
||||
FROM python:3.7
|
||||
FROM python:3.9
|
||||
|
||||
RUN pip install httpx PyGithub "pydantic==1.5.1" "pyyaml>=5.3.1,<6.0.0"
|
||||
RUN pip install httpx PyGithub "pydantic==2.0.2" pydantic-settings "pyyaml>=5.3.1,<6.0.0"
|
||||
|
||||
COPY ./app /app
|
||||
|
||||
|
||||
5
.github/actions/people/action.yml
vendored
@@ -3,10 +3,7 @@ description: "Generate the data for the FastAPI People page"
|
||||
author: "Sebastián Ramírez <tiangolo@gmail.com>"
|
||||
inputs:
|
||||
token:
|
||||
description: 'User token, to read the GitHub API. Can be passed in using {{ secrets.ACTION_TOKEN }}'
|
||||
required: true
|
||||
standard_token:
|
||||
description: 'Default GitHub Action token, used for the PR. Can be passed in using {{ secrets.GITHUB_TOKEN }}'
|
||||
description: 'User token, to read the GitHub API. Can be passed in using {{ secrets.FASTAPI_PEOPLE }}'
|
||||
required: true
|
||||
runs:
|
||||
using: 'docker'
|
||||
|
||||
17
.github/actions/people/app/main.py
vendored
@@ -9,7 +9,8 @@ from typing import Any, Container, DefaultDict, Dict, List, Set, Union
|
||||
import httpx
|
||||
import yaml
|
||||
from github import Github
|
||||
from pydantic import BaseModel, BaseSettings, SecretStr
|
||||
from pydantic import BaseModel, SecretStr
|
||||
from pydantic_settings import BaseSettings
|
||||
|
||||
github_graphql_url = "https://api.github.com/graphql"
|
||||
questions_category_id = "MDE4OkRpc2N1c3Npb25DYXRlZ29yeTMyMDAxNDM0"
|
||||
@@ -352,7 +353,6 @@ class SponsorsResponse(BaseModel):
|
||||
|
||||
class Settings(BaseSettings):
|
||||
input_token: SecretStr
|
||||
input_standard_token: SecretStr
|
||||
github_repository: str
|
||||
httpx_timeout: int = 30
|
||||
|
||||
@@ -383,6 +383,7 @@ def get_graphql_response(
|
||||
data = response.json()
|
||||
if "errors" in data:
|
||||
logging.error(f"Errors in response, after: {after}, category_id: {category_id}")
|
||||
logging.error(data["errors"])
|
||||
logging.error(response.text)
|
||||
raise RuntimeError(response.text)
|
||||
return data
|
||||
@@ -390,7 +391,7 @@ def get_graphql_response(
|
||||
|
||||
def get_graphql_issue_edges(*, settings: Settings, after: Union[str, None] = None):
|
||||
data = get_graphql_response(settings=settings, query=issues_query, after=after)
|
||||
graphql_response = IssuesResponse.parse_obj(data)
|
||||
graphql_response = IssuesResponse.model_validate(data)
|
||||
return graphql_response.data.repository.issues.edges
|
||||
|
||||
|
||||
@@ -405,19 +406,19 @@ def get_graphql_question_discussion_edges(
|
||||
after=after,
|
||||
category_id=questions_category_id,
|
||||
)
|
||||
graphql_response = DiscussionsResponse.parse_obj(data)
|
||||
graphql_response = DiscussionsResponse.model_validate(data)
|
||||
return graphql_response.data.repository.discussions.edges
|
||||
|
||||
|
||||
def get_graphql_pr_edges(*, settings: Settings, after: Union[str, None] = None):
|
||||
data = get_graphql_response(settings=settings, query=prs_query, after=after)
|
||||
graphql_response = PRsResponse.parse_obj(data)
|
||||
graphql_response = PRsResponse.model_validate(data)
|
||||
return graphql_response.data.repository.pullRequests.edges
|
||||
|
||||
|
||||
def get_graphql_sponsor_edges(*, settings: Settings, after: Union[str, None] = None):
|
||||
data = get_graphql_response(settings=settings, query=sponsors_query, after=after)
|
||||
graphql_response = SponsorsResponse.parse_obj(data)
|
||||
graphql_response = SponsorsResponse.model_validate(data)
|
||||
return graphql_response.data.user.sponsorshipsAsMaintainer.edges
|
||||
|
||||
|
||||
@@ -608,8 +609,8 @@ def get_top_users(
|
||||
if __name__ == "__main__":
|
||||
logging.basicConfig(level=logging.INFO)
|
||||
settings = Settings()
|
||||
logging.info(f"Using config: {settings.json()}")
|
||||
g = Github(settings.input_standard_token.get_secret_value())
|
||||
logging.info(f"Using config: {settings.model_dump_json()}")
|
||||
g = Github(settings.input_token.get_secret_value())
|
||||
repo = g.get_repo(settings.github_repository)
|
||||
question_commentors, question_last_month_commentors, question_authors = get_experts(
|
||||
settings=settings
|
||||
|
||||
7
.github/actions/watch-previews/Dockerfile
vendored
@@ -1,7 +0,0 @@
|
||||
FROM python:3.7
|
||||
|
||||
RUN pip install httpx PyGithub "pydantic==1.5.1"
|
||||
|
||||
COPY ./app /app
|
||||
|
||||
CMD ["python", "/app/main.py"]
|
||||
10
.github/actions/watch-previews/action.yml
vendored
@@ -1,10 +0,0 @@
|
||||
name: "Watch docs previews in PRs"
|
||||
description: "Check PRs and trigger new docs deploys"
|
||||
author: "Sebastián Ramírez <tiangolo@gmail.com>"
|
||||
inputs:
|
||||
token:
|
||||
description: 'Token for the repo. Can be passed in using {{ secrets.GITHUB_TOKEN }}'
|
||||
required: true
|
||||
runs:
|
||||
using: 'docker'
|
||||
image: 'Dockerfile'
|
||||
101
.github/actions/watch-previews/app/main.py
vendored
@@ -1,101 +0,0 @@
|
||||
import logging
|
||||
from datetime import datetime
|
||||
from pathlib import Path
|
||||
from typing import List, Union
|
||||
|
||||
import httpx
|
||||
from github import Github
|
||||
from github.NamedUser import NamedUser
|
||||
from pydantic import BaseModel, BaseSettings, SecretStr
|
||||
|
||||
github_api = "https://api.github.com"
|
||||
netlify_api = "https://api.netlify.com"
|
||||
|
||||
|
||||
class Settings(BaseSettings):
|
||||
input_token: SecretStr
|
||||
github_repository: str
|
||||
github_event_path: Path
|
||||
github_event_name: Union[str, None] = None
|
||||
|
||||
|
||||
class Artifact(BaseModel):
|
||||
id: int
|
||||
node_id: str
|
||||
name: str
|
||||
size_in_bytes: int
|
||||
url: str
|
||||
archive_download_url: str
|
||||
expired: bool
|
||||
created_at: datetime
|
||||
updated_at: datetime
|
||||
|
||||
|
||||
class ArtifactResponse(BaseModel):
|
||||
total_count: int
|
||||
artifacts: List[Artifact]
|
||||
|
||||
|
||||
def get_message(commit: str) -> str:
|
||||
return f"Docs preview for commit {commit} at"
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
logging.basicConfig(level=logging.INFO)
|
||||
settings = Settings()
|
||||
logging.info(f"Using config: {settings.json()}")
|
||||
g = Github(settings.input_token.get_secret_value())
|
||||
repo = g.get_repo(settings.github_repository)
|
||||
owner: NamedUser = repo.owner
|
||||
headers = {"Authorization": f"token {settings.input_token.get_secret_value()}"}
|
||||
prs = list(repo.get_pulls(state="open"))
|
||||
response = httpx.get(
|
||||
f"{github_api}/repos/{settings.github_repository}/actions/artifacts",
|
||||
headers=headers,
|
||||
)
|
||||
data = response.json()
|
||||
artifacts_response = ArtifactResponse.parse_obj(data)
|
||||
for pr in prs:
|
||||
logging.info("-----")
|
||||
logging.info(f"Processing PR #{pr.number}: {pr.title}")
|
||||
pr_comments = list(pr.get_issue_comments())
|
||||
pr_commits = list(pr.get_commits())
|
||||
last_commit = pr_commits[0]
|
||||
for pr_commit in pr_commits:
|
||||
if pr_commit.commit.author.date > last_commit.commit.author.date:
|
||||
last_commit = pr_commit
|
||||
commit = last_commit.commit.sha
|
||||
logging.info(f"Last commit: {commit}")
|
||||
message = get_message(commit)
|
||||
notified = False
|
||||
for pr_comment in pr_comments:
|
||||
if message in pr_comment.body:
|
||||
notified = True
|
||||
logging.info(f"Docs preview was notified: {notified}")
|
||||
if not notified:
|
||||
artifact_name = f"docs-zip-{commit}"
|
||||
use_artifact: Union[Artifact, None] = None
|
||||
for artifact in artifacts_response.artifacts:
|
||||
if artifact.name == artifact_name:
|
||||
use_artifact = artifact
|
||||
break
|
||||
if not use_artifact:
|
||||
logging.info("Artifact not available")
|
||||
else:
|
||||
logging.info(f"Existing artifact: {use_artifact.name}")
|
||||
response = httpx.post(
|
||||
"https://api.github.com/repos/tiangolo/fastapi/actions/workflows/preview-docs.yml/dispatches",
|
||||
headers=headers,
|
||||
json={
|
||||
"ref": "master",
|
||||
"inputs": {
|
||||
"pr": f"{pr.number}",
|
||||
"name": artifact_name,
|
||||
"commit": commit,
|
||||
},
|
||||
},
|
||||
)
|
||||
logging.info(
|
||||
f"Trigger sent, response status: {response.status_code} - content: {response.content}"
|
||||
)
|
||||
logging.info("Finished")
|
||||
101
.github/workflows/build-docs.yml
vendored
@@ -4,10 +4,68 @@ on:
|
||||
branches:
|
||||
- master
|
||||
pull_request:
|
||||
types: [opened, synchronize]
|
||||
types:
|
||||
- opened
|
||||
- synchronize
|
||||
jobs:
|
||||
build-docs:
|
||||
changes:
|
||||
runs-on: ubuntu-latest
|
||||
# Required permissions
|
||||
permissions:
|
||||
pull-requests: read
|
||||
# Set job outputs to values from filter step
|
||||
outputs:
|
||||
docs: ${{ steps.filter.outputs.docs }}
|
||||
steps:
|
||||
- uses: actions/checkout@v3
|
||||
# For pull requests it's not necessary to checkout the code but for master it is
|
||||
- uses: dorny/paths-filter@v2
|
||||
id: filter
|
||||
with:
|
||||
filters: |
|
||||
docs:
|
||||
- README.md
|
||||
- docs/**
|
||||
- docs_src/**
|
||||
- requirements-docs.txt
|
||||
langs:
|
||||
needs:
|
||||
- changes
|
||||
runs-on: ubuntu-latest
|
||||
outputs:
|
||||
langs: ${{ steps.show-langs.outputs.langs }}
|
||||
steps:
|
||||
- uses: actions/checkout@v3
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: "3.11"
|
||||
- uses: actions/cache@v3
|
||||
id: cache
|
||||
with:
|
||||
path: ${{ env.pythonLocation }}
|
||||
key: ${{ runner.os }}-python-docs-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml', 'requirements-docs.txt') }}-v06
|
||||
- name: Install docs extras
|
||||
if: steps.cache.outputs.cache-hit != 'true'
|
||||
run: pip install -r requirements-docs.txt
|
||||
# Install MkDocs Material Insiders here just to put it in the cache for the rest of the steps
|
||||
- name: Install Material for MkDocs Insiders
|
||||
if: ( github.event_name != 'pull_request' || github.event.pull_request.head.repo.fork == false ) && steps.cache.outputs.cache-hit != 'true'
|
||||
run: pip install git+https://${{ secrets.FASTAPI_MKDOCS_MATERIAL_INSIDERS }}@github.com/squidfunk/mkdocs-material-insiders.git
|
||||
- name: Export Language Codes
|
||||
id: show-langs
|
||||
run: |
|
||||
echo "langs=$(python ./scripts/docs.py langs-json)" >> $GITHUB_OUTPUT
|
||||
|
||||
build-docs:
|
||||
needs:
|
||||
- changes
|
||||
- langs
|
||||
if: ${{ needs.changes.outputs.docs == 'true' }}
|
||||
runs-on: ubuntu-latest
|
||||
strategy:
|
||||
matrix:
|
||||
lang: ${{ fromJson(needs.langs.outputs.langs) }}
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
@@ -22,28 +80,35 @@ jobs:
|
||||
id: cache
|
||||
with:
|
||||
path: ${{ env.pythonLocation }}
|
||||
key: ${{ runner.os }}-python-docs-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml', 'requirements-docs.txt') }}-v03
|
||||
key: ${{ runner.os }}-python-docs-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml', 'requirements-docs.txt') }}-v06
|
||||
- name: Install docs extras
|
||||
if: steps.cache.outputs.cache-hit != 'true'
|
||||
run: pip install -r requirements-docs.txt
|
||||
- name: Install Material for MkDocs Insiders
|
||||
if: ( github.event_name != 'pull_request' || github.event.pull_request.head.repo.fork == false ) && steps.cache.outputs.cache-hit != 'true'
|
||||
run: pip install git+https://${{ secrets.ACTIONS_TOKEN }}@github.com/squidfunk/mkdocs-material-insiders.git
|
||||
run: pip install git+https://${{ secrets.FASTAPI_MKDOCS_MATERIAL_INSIDERS }}@github.com/squidfunk/mkdocs-material-insiders.git
|
||||
- name: Update Languages
|
||||
run: python ./scripts/docs.py update-languages
|
||||
- uses: actions/cache@v3
|
||||
with:
|
||||
key: mkdocs-cards-${{ matrix.lang }}-${{ github.ref }}
|
||||
path: docs/${{ matrix.lang }}/.cache
|
||||
- name: Build Docs
|
||||
run: python ./scripts/docs.py build-all
|
||||
- name: Zip docs
|
||||
run: bash ./scripts/zip-docs.sh
|
||||
run: python ./scripts/docs.py build-lang ${{ matrix.lang }}
|
||||
- uses: actions/upload-artifact@v3
|
||||
with:
|
||||
name: docs-zip
|
||||
path: ./site/docs.zip
|
||||
- name: Deploy to Netlify
|
||||
uses: nwtgck/actions-netlify@v2.0.0
|
||||
name: docs-site
|
||||
path: ./site/**
|
||||
|
||||
# https://github.com/marketplace/actions/alls-green#why
|
||||
docs-all-green: # This job does nothing and is only used for the branch protection
|
||||
if: always()
|
||||
needs:
|
||||
- build-docs
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Decide whether the needed jobs succeeded or failed
|
||||
uses: re-actors/alls-green@release/v1
|
||||
with:
|
||||
publish-dir: './site'
|
||||
production-branch: master
|
||||
github-token: ${{ secrets.FASTAPI_BUILD_DOCS_NETLIFY }}
|
||||
enable-commit-comment: false
|
||||
env:
|
||||
NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_AUTH_TOKEN }}
|
||||
NETLIFY_SITE_ID: ${{ secrets.NETLIFY_SITE_ID }}
|
||||
jobs: ${{ toJSON(needs) }}
|
||||
allowed-skips: build-docs
|
||||
|
||||
48
.github/workflows/deploy-docs.yml
vendored
Normal file
@@ -0,0 +1,48 @@
|
||||
name: Deploy Docs
|
||||
on:
|
||||
workflow_run:
|
||||
workflows:
|
||||
- Build Docs
|
||||
types:
|
||||
- completed
|
||||
|
||||
jobs:
|
||||
deploy-docs:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: actions/checkout@v3
|
||||
- name: Clean site
|
||||
run: |
|
||||
rm -rf ./site
|
||||
mkdir ./site
|
||||
- name: Download Artifact Docs
|
||||
id: download
|
||||
uses: dawidd6/action-download-artifact@v2.27.0
|
||||
with:
|
||||
if_no_artifact_found: ignore
|
||||
github_token: ${{ secrets.FASTAPI_PREVIEW_DOCS_DOWNLOAD_ARTIFACTS }}
|
||||
workflow: build-docs.yml
|
||||
run_id: ${{ github.event.workflow_run.id }}
|
||||
name: docs-site
|
||||
path: ./site/
|
||||
- name: Deploy to Cloudflare Pages
|
||||
if: steps.download.outputs.found_artifact == 'true'
|
||||
id: deploy
|
||||
uses: cloudflare/pages-action@v1
|
||||
with:
|
||||
apiToken: ${{ secrets.CLOUDFLARE_API_TOKEN }}
|
||||
accountId: ${{ secrets.CLOUDFLARE_ACCOUNT_ID }}
|
||||
projectName: fastapitiangolo
|
||||
directory: './site'
|
||||
gitHubToken: ${{ secrets.GITHUB_TOKEN }}
|
||||
branch: ${{ ( github.event.workflow_run.head_repository.full_name == github.repository && github.event.workflow_run.head_branch == 'master' && 'main' ) || ( github.event.workflow_run.head_sha ) }}
|
||||
- name: Comment Deploy
|
||||
if: steps.deploy.outputs.url != ''
|
||||
uses: ./.github/actions/comment-docs-preview-in-pr
|
||||
with:
|
||||
token: ${{ secrets.FASTAPI_PREVIEW_DOCS_COMMENT_DEPLOY }}
|
||||
deploy_url: "${{ steps.deploy.outputs.url }}"
|
||||
7
.github/workflows/issue-manager.yml
vendored
@@ -2,7 +2,7 @@ name: Issue Manager
|
||||
|
||||
on:
|
||||
schedule:
|
||||
- cron: "0 0 * * *"
|
||||
- cron: "10 3 * * *"
|
||||
issue_comment:
|
||||
types:
|
||||
- created
|
||||
@@ -16,8 +16,13 @@ on:
|
||||
|
||||
jobs:
|
||||
issue-manager:
|
||||
if: github.repository_owner == 'tiangolo'
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: tiangolo/issue-manager@0.4.0
|
||||
with:
|
||||
token: ${{ secrets.FASTAPI_ISSUE_MANAGER }}
|
||||
|
||||
5
.github/workflows/label-approved.yml
vendored
@@ -6,8 +6,13 @@ on:
|
||||
|
||||
jobs:
|
||||
label-approved:
|
||||
if: github.repository_owner == 'tiangolo'
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: docker://tiangolo/label-approved:0.0.2
|
||||
with:
|
||||
token: ${{ secrets.FASTAPI_LABEL_APPROVED }}
|
||||
|
||||
14
.github/workflows/latest-changes.yml
vendored
@@ -14,25 +14,29 @@ on:
|
||||
debug_enabled:
|
||||
description: 'Run the build with tmate debugging enabled (https://github.com/marketplace/actions/debugging-with-tmate)'
|
||||
required: false
|
||||
default: false
|
||||
default: 'false'
|
||||
|
||||
jobs:
|
||||
latest-changes:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: actions/checkout@v3
|
||||
with:
|
||||
# To allow latest-changes to commit to master
|
||||
token: ${{ secrets.ACTIONS_TOKEN }}
|
||||
# To allow latest-changes to commit to the main branch
|
||||
token: ${{ secrets.FASTAPI_LATEST_CHANGES }}
|
||||
# Allow debugging with tmate
|
||||
- name: Setup tmate session
|
||||
uses: mxschmitt/action-tmate@v3
|
||||
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.debug_enabled }}
|
||||
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.debug_enabled == 'true' }}
|
||||
with:
|
||||
limit-access-to-actor: true
|
||||
- uses: docker://tiangolo/latest-changes:0.0.3
|
||||
with:
|
||||
token: ${{ secrets.FASTAPI_LATEST_CHANGES }}
|
||||
token: ${{ secrets.GITHUB_TOKEN }}
|
||||
latest_changes_file: docs/en/docs/release-notes.md
|
||||
latest_changes_header: '## Latest Changes\n\n'
|
||||
debug_logs: true
|
||||
|
||||
15
.github/workflows/notify-translations.yml
vendored
@@ -5,16 +5,29 @@ on:
|
||||
types:
|
||||
- labeled
|
||||
- closed
|
||||
workflow_dispatch:
|
||||
inputs:
|
||||
number:
|
||||
description: PR number
|
||||
required: true
|
||||
debug_enabled:
|
||||
description: 'Run the build with tmate debugging enabled (https://github.com/marketplace/actions/debugging-with-tmate)'
|
||||
required: false
|
||||
default: 'false'
|
||||
|
||||
jobs:
|
||||
notify-translations:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: actions/checkout@v3
|
||||
# Allow debugging with tmate
|
||||
- name: Setup tmate session
|
||||
uses: mxschmitt/action-tmate@v3
|
||||
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.debug_enabled }}
|
||||
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.debug_enabled == 'true' }}
|
||||
with:
|
||||
limit-access-to-actor: true
|
||||
- uses: ./.github/actions/notify-translations
|
||||
|
||||
12
.github/workflows/people.yml
vendored
@@ -8,12 +8,17 @@ on:
|
||||
debug_enabled:
|
||||
description: 'Run the build with tmate debugging enabled (https://github.com/marketplace/actions/debugging-with-tmate)'
|
||||
required: false
|
||||
default: false
|
||||
default: 'false'
|
||||
|
||||
jobs:
|
||||
fastapi-people:
|
||||
if: github.repository_owner == 'tiangolo'
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: actions/checkout@v3
|
||||
# Ref: https://github.com/actions/runner/issues/2033
|
||||
- name: Fix git safe.directory in container
|
||||
@@ -21,10 +26,9 @@ jobs:
|
||||
# Allow debugging with tmate
|
||||
- name: Setup tmate session
|
||||
uses: mxschmitt/action-tmate@v3
|
||||
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.debug_enabled }}
|
||||
if: ${{ github.event_name == 'workflow_dispatch' && github.event.inputs.debug_enabled == 'true' }}
|
||||
with:
|
||||
limit-access-to-actor: true
|
||||
- uses: ./.github/actions/people
|
||||
with:
|
||||
token: ${{ secrets.ACTIONS_TOKEN }}
|
||||
standard_token: ${{ secrets.FASTAPI_PEOPLE }}
|
||||
token: ${{ secrets.FASTAPI_PEOPLE }}
|
||||
|
||||
46
.github/workflows/preview-docs.yml
vendored
@@ -1,46 +0,0 @@
|
||||
name: Preview Docs
|
||||
on:
|
||||
workflow_run:
|
||||
workflows:
|
||||
- Build Docs
|
||||
types:
|
||||
- completed
|
||||
|
||||
jobs:
|
||||
preview-docs:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/checkout@v3
|
||||
- name: Clean site
|
||||
run: |
|
||||
rm -rf ./site
|
||||
mkdir ./site
|
||||
- name: Download Artifact Docs
|
||||
uses: dawidd6/action-download-artifact@v2.27.0
|
||||
with:
|
||||
github_token: ${{ secrets.FASTAPI_PREVIEW_DOCS_DOWNLOAD_ARTIFACTS }}
|
||||
workflow: build-docs.yml
|
||||
run_id: ${{ github.event.workflow_run.id }}
|
||||
name: docs-zip
|
||||
path: ./site/
|
||||
- name: Unzip docs
|
||||
run: |
|
||||
cd ./site
|
||||
unzip docs.zip
|
||||
rm -f docs.zip
|
||||
- name: Deploy to Netlify
|
||||
id: netlify
|
||||
uses: nwtgck/actions-netlify@v2.0.0
|
||||
with:
|
||||
publish-dir: './site'
|
||||
production-deploy: false
|
||||
github-token: ${{ secrets.FASTAPI_PREVIEW_DOCS_NETLIFY }}
|
||||
enable-commit-comment: false
|
||||
env:
|
||||
NETLIFY_AUTH_TOKEN: ${{ secrets.NETLIFY_AUTH_TOKEN }}
|
||||
NETLIFY_SITE_ID: ${{ secrets.NETLIFY_SITE_ID }}
|
||||
- name: Comment Deploy
|
||||
uses: ./.github/actions/comment-docs-preview-in-pr
|
||||
with:
|
||||
token: ${{ secrets.FASTAPI_PREVIEW_DOCS_COMMENT_DEPLOY }}
|
||||
deploy_url: "${{ steps.netlify.outputs.deploy-url }}"
|
||||
4
.github/workflows/smokeshow.yml
vendored
@@ -14,6 +14,10 @@ jobs:
|
||||
runs-on: ubuntu-latest
|
||||
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: actions/setup-python@v4
|
||||
with:
|
||||
python-version: '3.9'
|
||||
|
||||
29
.github/workflows/test.yml
vendored
@@ -13,6 +13,10 @@ jobs:
|
||||
lint:
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: actions/checkout@v3
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v4
|
||||
@@ -25,10 +29,12 @@ jobs:
|
||||
id: cache
|
||||
with:
|
||||
path: ${{ env.pythonLocation }}
|
||||
key: ${{ runner.os }}-python-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml', 'requirements-tests.txt') }}-test-v03
|
||||
key: ${{ runner.os }}-python-${{ env.pythonLocation }}-pydantic-v2-${{ hashFiles('pyproject.toml', 'requirements-tests.txt') }}-test-v05
|
||||
- name: Install Dependencies
|
||||
if: steps.cache.outputs.cache-hit != 'true'
|
||||
run: pip install -r requirements-tests.txt
|
||||
- name: Install Pydantic v2
|
||||
run: pip install "pydantic>=2.0.2,<3.0.0"
|
||||
- name: Lint
|
||||
run: bash scripts/lint.sh
|
||||
|
||||
@@ -37,8 +43,13 @@ jobs:
|
||||
strategy:
|
||||
matrix:
|
||||
python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
|
||||
pydantic-version: ["pydantic-v1", "pydantic-v2"]
|
||||
fail-fast: false
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: actions/checkout@v3
|
||||
- name: Set up Python
|
||||
uses: actions/setup-python@v4
|
||||
@@ -51,10 +62,16 @@ jobs:
|
||||
id: cache
|
||||
with:
|
||||
path: ${{ env.pythonLocation }}
|
||||
key: ${{ runner.os }}-python-${{ env.pythonLocation }}-${{ hashFiles('pyproject.toml', 'requirements-tests.txt') }}-test-v03
|
||||
key: ${{ runner.os }}-python-${{ env.pythonLocation }}-${{ matrix.pydantic-version }}-${{ hashFiles('pyproject.toml', 'requirements-tests.txt') }}-test-v05
|
||||
- name: Install Dependencies
|
||||
if: steps.cache.outputs.cache-hit != 'true'
|
||||
run: pip install -r requirements-tests.txt
|
||||
- name: Install Pydantic v1
|
||||
if: matrix.pydantic-version == 'pydantic-v1'
|
||||
run: pip install "pydantic>=1.10.0,<2.0.0"
|
||||
- name: Install Pydantic v2
|
||||
if: matrix.pydantic-version == 'pydantic-v2'
|
||||
run: pip install "pydantic>=2.0.2,<3.0.0"
|
||||
- run: mkdir coverage
|
||||
- name: Test
|
||||
run: bash scripts/test.sh
|
||||
@@ -71,6 +88,10 @@ jobs:
|
||||
needs: [test]
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- uses: actions/checkout@v3
|
||||
- uses: actions/setup-python@v4
|
||||
with:
|
||||
@@ -101,6 +122,10 @@ jobs:
|
||||
- coverage-combine
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- name: Dump GitHub context
|
||||
env:
|
||||
GITHUB_CONTEXT: ${{ toJson(github) }}
|
||||
run: echo "$GITHUB_CONTEXT"
|
||||
- name: Decide whether the needed jobs succeeded or failed
|
||||
uses: re-actors/alls-green@release/v1
|
||||
with:
|
||||
|
||||
5
.gitignore
vendored
@@ -16,6 +16,7 @@ Pipfile.lock
|
||||
env3.*
|
||||
env
|
||||
docs_build
|
||||
site_build
|
||||
venv
|
||||
docs.zip
|
||||
archive.zip
|
||||
@@ -23,3 +24,7 @@ archive.zip
|
||||
# vim temporary files
|
||||
*~
|
||||
.*.sw?
|
||||
.cache
|
||||
|
||||
# macOS
|
||||
.DS_Store
|
||||
|
||||
@@ -14,14 +14,14 @@ repos:
|
||||
- id: end-of-file-fixer
|
||||
- id: trailing-whitespace
|
||||
- repo: https://github.com/asottile/pyupgrade
|
||||
rev: v3.3.1
|
||||
rev: v3.7.0
|
||||
hooks:
|
||||
- id: pyupgrade
|
||||
args:
|
||||
- --py3-plus
|
||||
- --keep-runtime-typing
|
||||
- repo: https://github.com/charliermarsh/ruff-pre-commit
|
||||
rev: v0.0.272
|
||||
rev: v0.0.275
|
||||
hooks:
|
||||
- id: ruff
|
||||
args:
|
||||
|
||||
@@ -48,6 +48,8 @@ The key features are:
|
||||
|
||||
<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://platform.sh/try-it-now/?utm_source=fastapi-signup&utm_medium=banner&utm_campaign=FastAPI-signup-June-2023" target="_blank" title="Build, run and scale your apps on a modern, reliable, and secure PaaS."><img src="https://fastapi.tiangolo.com/img/sponsors/platform-sh.png"></a>
|
||||
<a href="https://www.buildwithfern.com/?utm_source=tiangolo&utm_medium=website&utm_campaign=main-badge" target="_blank" title="Fern | SDKs and API docs"><img src="https://fastapi.tiangolo.com/img/sponsors/fern.svg"></a>
|
||||
<a href="https://www.porter.run" target="_blank" title="Deploy FastAPI on AWS with a few clicks"><img src="https://fastapi.tiangolo.com/img/sponsors/porter.png"></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://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://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>
|
||||
@@ -55,6 +57,7 @@ The key features are:
|
||||
<a href="https://careers.powens.com/" target="_blank" title="Powens is hiring!"><img src="https://fastapi.tiangolo.com/img/sponsors/powens.png"></a>
|
||||
<a href="https://www.svix.com/" target="_blank" title="Svix - Webhooks as a service"><img src="https://fastapi.tiangolo.com/img/sponsors/svix.svg"></a>
|
||||
<a href="https://databento.com/" target="_blank" title="Pay as you go for market data"><img src="https://fastapi.tiangolo.com/img/sponsors/databento.svg"></a>
|
||||
<a href="https://speakeasyapi.dev?utm_source=fastapi+repo&utm_medium=github+sponsorship" target="_blank" title="SDKs for your API | Speakeasy"><img src="https://fastapi.tiangolo.com/img/sponsors/speakeasy.png"></a>
|
||||
|
||||
<!-- /sponsors -->
|
||||
|
||||
@@ -447,6 +450,8 @@ To understand more about it, see the section <a href="https://fastapi.tiangolo.c
|
||||
Used by Pydantic:
|
||||
|
||||
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - for email validation.
|
||||
* <a href="https://docs.pydantic.dev/latest/usage/pydantic_settings/" target="_blank"><code>pydantic-settings</code></a> - for settings management.
|
||||
* <a href="https://docs.pydantic.dev/latest/usage/types/extra_types/extra_types/" target="_blank"><code>pydantic-extra-types</code></a> - for extra types to be used with Pydantic.
|
||||
|
||||
Used by Starlette:
|
||||
|
||||
|
||||
@@ -1,465 +0,0 @@
|
||||
|
||||
{!../../../docs/missing-translation.md!}
|
||||
|
||||
|
||||
<p align="center">
|
||||
<a href="https://fastapi.tiangolo.com"><img src="https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png" alt="FastAPI"></a>
|
||||
</p>
|
||||
<p align="center">
|
||||
<em>FastAPI framework, high performance, easy to learn, fast to code, ready for production</em>
|
||||
</p>
|
||||
<p align="center">
|
||||
<a href="https://github.com/tiangolo/fastapi/actions?query=workflow%3ATest" target="_blank">
|
||||
<img src="https://github.com/tiangolo/fastapi/workflows/Test/badge.svg" alt="Test">
|
||||
</a>
|
||||
<a href="https://codecov.io/gh/tiangolo/fastapi" target="_blank">
|
||||
<img src="https://img.shields.io/codecov/c/github/tiangolo/fastapi?color=%2334D058" alt="Coverage">
|
||||
</a>
|
||||
<a href="https://pypi.org/project/fastapi" target="_blank">
|
||||
<img src="https://img.shields.io/pypi/v/fastapi?color=%2334D058&label=pypi%20package" alt="Package version">
|
||||
</a>
|
||||
</p>
|
||||
|
||||
---
|
||||
|
||||
**Documentation**: <a href="https://fastapi.tiangolo.com" target="_blank">https://fastapi.tiangolo.com</a>
|
||||
|
||||
**Source Code**: <a href="https://github.com/tiangolo/fastapi" target="_blank">https://github.com/tiangolo/fastapi</a>
|
||||
|
||||
---
|
||||
|
||||
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
|
||||
|
||||
The key features are:
|
||||
|
||||
* **Fast**: Very high performance, on par with **NodeJS** and **Go** (thanks to Starlette and Pydantic). [One of the fastest Python frameworks available](#performance).
|
||||
|
||||
* **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
|
||||
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. *
|
||||
* **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.
|
||||
* **Easy**: Designed to be easy to use and learn. Less time reading docs.
|
||||
* **Short**: Minimize code duplication. Multiple features from each parameter declaration. Fewer bugs.
|
||||
* **Robust**: Get production-ready code. With automatic interactive documentation.
|
||||
* **Standards-based**: Based on (and fully compatible with) the open standards for APIs: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (previously known as Swagger) and <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
|
||||
|
||||
<small>* estimation based on tests on an internal development team, building production applications.</small>
|
||||
|
||||
## Sponsors
|
||||
|
||||
<!-- sponsors -->
|
||||
|
||||
{% if sponsors %}
|
||||
{% for sponsor in sponsors.gold -%}
|
||||
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
|
||||
{% endfor -%}
|
||||
{%- for sponsor in sponsors.silver -%}
|
||||
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
|
||||
{% endfor %}
|
||||
{% endif %}
|
||||
|
||||
<!-- /sponsors -->
|
||||
|
||||
<a href="https://fastapi.tiangolo.com/fastapi-people/#sponsors" class="external-link" target="_blank">Other sponsors</a>
|
||||
|
||||
## Opinions
|
||||
|
||||
"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/tiangolo/fastapi/pull/26" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_**Netflix** is pleased to announce the open-source release of our **crisis management** orchestration framework: **Dispatch**! [built with **FastAPI**]_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Kevin Glisson, Marc Vilanova, Forest Monsen - <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_I’m over the moon excited about **FastAPI**. It’s so fun!_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong><a href="https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855" target="_blank">Python Bytes</a> podcast host</strong> <a href="https://twitter.com/brianokken/status/1112220079972728832" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong><a href="https://www.hug.rest/" target="_blank">Hug</a> creator</strong> <a href="https://news.ycombinator.com/item?id=19455465" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
|
||||
|
||||
"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong><a href="https://explosion.ai" target="_blank">Explosion AI</a> founders - <a href="https://spacy.io" target="_blank">spaCy</a> creators</strong> <a href="https://twitter.com/_inesmontani/status/1144173225322143744" target="_blank"><small>(ref)</small></a> - <a href="https://twitter.com/honnibal/status/1144031421859655680" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
## **Typer**, the FastAPI of CLIs
|
||||
|
||||
<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>
|
||||
|
||||
If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be used in the terminal instead of a web API, check out <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.
|
||||
|
||||
**Typer** is FastAPI's little sibling. And it's intended to be the **FastAPI of CLIs**. ⌨️ 🚀
|
||||
|
||||
## Requirements
|
||||
|
||||
Python 3.7+
|
||||
|
||||
FastAPI stands on the shoulders of giants:
|
||||
|
||||
* <a href="https://www.starlette.io/" class="external-link" target="_blank">Starlette</a> for the web parts.
|
||||
* <a href="https://pydantic-docs.helpmanual.io/" class="external-link" target="_blank">Pydantic</a> for the data parts.
|
||||
|
||||
## Installation
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ pip install fastapi
|
||||
|
||||
---> 100%
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://gitlab.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ pip install "uvicorn[standard]"
|
||||
|
||||
---> 100%
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
## Example
|
||||
|
||||
### Create it
|
||||
|
||||
* Create a file `main.py` with:
|
||||
|
||||
```Python
|
||||
from typing import Optional
|
||||
|
||||
from fastapi import FastAPI
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
@app.get("/")
|
||||
def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
def read_item(item_id: int, q: Optional[str] = None):
|
||||
return {"item_id": item_id, "q": q}
|
||||
```
|
||||
|
||||
<details markdown="1">
|
||||
<summary>Or use <code>async def</code>...</summary>
|
||||
|
||||
If your code uses `async` / `await`, use `async def`:
|
||||
|
||||
```Python hl_lines="9 14"
|
||||
from typing import Optional
|
||||
|
||||
from fastapi import FastAPI
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
@app.get("/")
|
||||
async def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
async def read_item(item_id: int, q: Optional[str] = None):
|
||||
return {"item_id": item_id, "q": q}
|
||||
```
|
||||
|
||||
**Note**:
|
||||
|
||||
If you don't know, check the _"In a hurry?"_ section about <a href="https://fastapi.tiangolo.com/async/#in-a-hurry" target="_blank">`async` and `await` in the docs</a>.
|
||||
|
||||
</details>
|
||||
|
||||
### Run it
|
||||
|
||||
Run the server with:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ uvicorn main:app --reload
|
||||
|
||||
INFO: Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
|
||||
INFO: Started reloader process [28720]
|
||||
INFO: Started server process [28722]
|
||||
INFO: Waiting for application startup.
|
||||
INFO: Application startup complete.
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
<details markdown="1">
|
||||
<summary>About the command <code>uvicorn main:app --reload</code>...</summary>
|
||||
|
||||
The command `uvicorn main:app` refers to:
|
||||
|
||||
* `main`: the file `main.py` (the Python "module").
|
||||
* `app`: the object created inside of `main.py` with the line `app = FastAPI()`.
|
||||
* `--reload`: make the server restart after code changes. Only do this for development.
|
||||
|
||||
</details>
|
||||
|
||||
### Check it
|
||||
|
||||
Open your browser at <a href="http://127.0.0.1:8000/items/5?q=somequery" class="external-link" target="_blank">http://127.0.0.1:8000/items/5?q=somequery</a>.
|
||||
|
||||
You will see the JSON response as:
|
||||
|
||||
```JSON
|
||||
{"item_id": 5, "q": "somequery"}
|
||||
```
|
||||
|
||||
You already created an API that:
|
||||
|
||||
* Receives HTTP requests in the _paths_ `/` and `/items/{item_id}`.
|
||||
* Both _paths_ take `GET` <em>operations</em> (also known as HTTP _methods_).
|
||||
* The _path_ `/items/{item_id}` has a _path parameter_ `item_id` that should be an `int`.
|
||||
* The _path_ `/items/{item_id}` has an optional `str` _query parameter_ `q`.
|
||||
|
||||
### Interactive API docs
|
||||
|
||||
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
|
||||
|
||||
You will see the automatic interactive API documentation (provided by <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank">Swagger UI</a>):
|
||||
|
||||

|
||||
|
||||
### Alternative API docs
|
||||
|
||||
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
|
||||
|
||||
You will see the alternative automatic documentation (provided by <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank">ReDoc</a>):
|
||||
|
||||

|
||||
|
||||
## Example upgrade
|
||||
|
||||
Now modify the file `main.py` to receive a body from a `PUT` request.
|
||||
|
||||
Declare the body using standard Python types, thanks to Pydantic.
|
||||
|
||||
```Python hl_lines="4 9-12 25-27"
|
||||
from typing import Optional
|
||||
|
||||
from fastapi import FastAPI
|
||||
from pydantic import BaseModel
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
class Item(BaseModel):
|
||||
name: str
|
||||
price: float
|
||||
is_offer: Optional[bool] = None
|
||||
|
||||
|
||||
@app.get("/")
|
||||
def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
def read_item(item_id: int, q: Optional[str] = None):
|
||||
return {"item_id": item_id, "q": q}
|
||||
|
||||
|
||||
@app.put("/items/{item_id}")
|
||||
def update_item(item_id: int, item: Item):
|
||||
return {"item_name": item.name, "item_id": item_id}
|
||||
```
|
||||
|
||||
The server should reload automatically (because you added `--reload` to the `uvicorn` command above).
|
||||
|
||||
### Interactive API docs upgrade
|
||||
|
||||
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
|
||||
|
||||
* The interactive API documentation will be automatically updated, including the new body:
|
||||
|
||||

|
||||
|
||||
* Click on the button "Try it out", it allows you to fill the parameters and directly interact with the API:
|
||||
|
||||

|
||||
|
||||
* Then click on the "Execute" button, the user interface will communicate with your API, send the parameters, get the results and show them on the screen:
|
||||
|
||||

|
||||
|
||||
### Alternative API docs upgrade
|
||||
|
||||
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
|
||||
|
||||
* The alternative documentation will also reflect the new query parameter and body:
|
||||
|
||||

|
||||
|
||||
### Recap
|
||||
|
||||
In summary, you declare **once** the types of parameters, body, etc. as function parameters.
|
||||
|
||||
You do that with standard modern Python types.
|
||||
|
||||
You don't have to learn a new syntax, the methods or classes of a specific library, etc.
|
||||
|
||||
Just standard **Python 3.6+**.
|
||||
|
||||
For example, for an `int`:
|
||||
|
||||
```Python
|
||||
item_id: int
|
||||
```
|
||||
|
||||
or for a more complex `Item` model:
|
||||
|
||||
```Python
|
||||
item: Item
|
||||
```
|
||||
|
||||
...and with that single declaration you get:
|
||||
|
||||
* Editor support, including:
|
||||
* Completion.
|
||||
* Type checks.
|
||||
* Validation of data:
|
||||
* Automatic and clear errors when the data is invalid.
|
||||
* Validation even for deeply nested JSON objects.
|
||||
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of input data: coming from the network to Python data and types. Reading from:
|
||||
* JSON.
|
||||
* Path parameters.
|
||||
* Query parameters.
|
||||
* Cookies.
|
||||
* Headers.
|
||||
* Forms.
|
||||
* Files.
|
||||
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of output data: converting from Python data and types to network data (as JSON):
|
||||
* Convert Python types (`str`, `int`, `float`, `bool`, `list`, etc).
|
||||
* `datetime` objects.
|
||||
* `UUID` objects.
|
||||
* Database models.
|
||||
* ...and many more.
|
||||
* Automatic interactive API documentation, including 2 alternative user interfaces:
|
||||
* Swagger UI.
|
||||
* ReDoc.
|
||||
|
||||
---
|
||||
|
||||
Coming back to the previous code example, **FastAPI** will:
|
||||
|
||||
* Validate that there is an `item_id` in the path for `GET` and `PUT` requests.
|
||||
* Validate that the `item_id` is of type `int` for `GET` and `PUT` requests.
|
||||
* If it is not, the client will see a useful, clear error.
|
||||
* Check if there is an optional query parameter named `q` (as in `http://127.0.0.1:8000/items/foo?q=somequery`) for `GET` requests.
|
||||
* As the `q` parameter is declared with `= None`, it is optional.
|
||||
* Without the `None` it would be required (as is the body in the case with `PUT`).
|
||||
* For `PUT` requests to `/items/{item_id}`, Read the body as JSON:
|
||||
* Check that it has a required attribute `name` that should be a `str`.
|
||||
* Check that it has a required attribute `price` that has to be a `float`.
|
||||
* Check that it has an optional attribute `is_offer`, that should be a `bool`, if present.
|
||||
* All this would also work for deeply nested JSON objects.
|
||||
* Convert from and to JSON automatically.
|
||||
* Document everything with OpenAPI, that can be used by:
|
||||
* Interactive documentation systems.
|
||||
* Automatic client code generation systems, for many languages.
|
||||
* Provide 2 interactive documentation web interfaces directly.
|
||||
|
||||
---
|
||||
|
||||
We just scratched the surface, but you already get the idea of how it all works.
|
||||
|
||||
Try changing the line with:
|
||||
|
||||
```Python
|
||||
return {"item_name": item.name, "item_id": item_id}
|
||||
```
|
||||
|
||||
...from:
|
||||
|
||||
```Python
|
||||
... "item_name": item.name ...
|
||||
```
|
||||
|
||||
...to:
|
||||
|
||||
```Python
|
||||
... "item_price": item.price ...
|
||||
```
|
||||
|
||||
...and see how your editor will auto-complete the attributes and know their types:
|
||||
|
||||

|
||||
|
||||
For a more complete example including more features, see the <a href="https://fastapi.tiangolo.com/tutorial/">Tutorial - User Guide</a>.
|
||||
|
||||
**Spoiler alert**: the tutorial - user guide includes:
|
||||
|
||||
* Declaration of **parameters** from other different places as: **headers**, **cookies**, **form fields** and **files**.
|
||||
* How to set **validation constraints** as `maximum_length` or `regex`.
|
||||
* A very powerful and easy to use **<abbr title="also known as components, resources, providers, services, injectables">Dependency Injection</abbr>** system.
|
||||
* Security and authentication, including support for **OAuth2** with **JWT tokens** and **HTTP Basic** auth.
|
||||
* More advanced (but equally easy) techniques for declaring **deeply nested JSON models** (thanks to Pydantic).
|
||||
* Many extra features (thanks to Starlette) as:
|
||||
* **WebSockets**
|
||||
* **GraphQL**
|
||||
* extremely easy tests based on `requests` and `pytest`
|
||||
* **CORS**
|
||||
* **Cookie Sessions**
|
||||
* ...and more.
|
||||
|
||||
## Performance
|
||||
|
||||
Independent TechEmpower benchmarks show **FastAPI** applications running under Uvicorn as <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">one of the fastest Python frameworks available</a>, only below Starlette and Uvicorn themselves (used internally by FastAPI). (*)
|
||||
|
||||
To understand more about it, see the section <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">Benchmarks</a>.
|
||||
|
||||
## Optional Dependencies
|
||||
|
||||
Used by Pydantic:
|
||||
|
||||
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - for email validation.
|
||||
|
||||
Used by Starlette:
|
||||
|
||||
* <a href="https://www.python-httpx.org" target="_blank"><code>httpx</code></a> - Required if you want to use the `TestClient`.
|
||||
* <a href="https://jinja.palletsprojects.com" target="_blank"><code>jinja2</code></a> - Required if you want to use the default template configuration.
|
||||
* <a href="https://andrew-d.github.io/python-multipart/" target="_blank"><code>python-multipart</code></a> - Required if you want to support form <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>, with `request.form()`.
|
||||
* <a href="https://pythonhosted.org/itsdangerous/" target="_blank"><code>itsdangerous</code></a> - Required for `SessionMiddleware` support.
|
||||
* <a href="https://pyyaml.org/wiki/PyYAMLDocumentation" target="_blank"><code>pyyaml</code></a> - Required for Starlette's `SchemaGenerator` support (you probably don't need it with FastAPI).
|
||||
* <a href="https://graphene-python.org/" target="_blank"><code>graphene</code></a> - Required for `GraphQLApp` support.
|
||||
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - Required if you want to use `UJSONResponse`.
|
||||
|
||||
Used by FastAPI / Starlette:
|
||||
|
||||
* <a href="https://www.uvicorn.org" target="_blank"><code>uvicorn</code></a> - for the server that loads and serves your application.
|
||||
* <a href="https://github.com/ijl/orjson" target="_blank"><code>orjson</code></a> - Required if you want to use `ORJSONResponse`.
|
||||
|
||||
You can install all of these with `pip install fastapi[all]`.
|
||||
|
||||
## License
|
||||
|
||||
This project is licensed under the terms of the MIT license.
|
||||
@@ -1,160 +0,0 @@
|
||||
site_name: FastAPI
|
||||
site_description: FastAPI framework, high performance, easy to learn, fast to code, ready for production
|
||||
site_url: https://fastapi.tiangolo.com/az/
|
||||
theme:
|
||||
name: material
|
||||
custom_dir: overrides
|
||||
palette:
|
||||
- media: '(prefers-color-scheme: light)'
|
||||
scheme: default
|
||||
primary: teal
|
||||
accent: amber
|
||||
toggle:
|
||||
icon: material/lightbulb
|
||||
name: Switch to light mode
|
||||
- media: '(prefers-color-scheme: dark)'
|
||||
scheme: slate
|
||||
primary: teal
|
||||
accent: amber
|
||||
toggle:
|
||||
icon: material/lightbulb-outline
|
||||
name: Switch to dark mode
|
||||
features:
|
||||
- search.suggest
|
||||
- search.highlight
|
||||
- content.tabs.link
|
||||
icon:
|
||||
repo: fontawesome/brands/github-alt
|
||||
logo: https://fastapi.tiangolo.com/img/icon-white.svg
|
||||
favicon: https://fastapi.tiangolo.com/img/favicon.png
|
||||
language: en
|
||||
repo_name: tiangolo/fastapi
|
||||
repo_url: https://github.com/tiangolo/fastapi
|
||||
edit_uri: ''
|
||||
plugins:
|
||||
- search
|
||||
- markdownextradata:
|
||||
data: data
|
||||
nav:
|
||||
- FastAPI: index.md
|
||||
- Languages:
|
||||
- en: /
|
||||
- az: /az/
|
||||
- cs: /cs/
|
||||
- de: /de/
|
||||
- em: /em/
|
||||
- es: /es/
|
||||
- fa: /fa/
|
||||
- fr: /fr/
|
||||
- he: /he/
|
||||
- hy: /hy/
|
||||
- id: /id/
|
||||
- it: /it/
|
||||
- ja: /ja/
|
||||
- ko: /ko/
|
||||
- lo: /lo/
|
||||
- nl: /nl/
|
||||
- pl: /pl/
|
||||
- pt: /pt/
|
||||
- ru: /ru/
|
||||
- sq: /sq/
|
||||
- sv: /sv/
|
||||
- ta: /ta/
|
||||
- tr: /tr/
|
||||
- uk: /uk/
|
||||
- zh: /zh/
|
||||
markdown_extensions:
|
||||
- toc:
|
||||
permalink: true
|
||||
- markdown.extensions.codehilite:
|
||||
guess_lang: false
|
||||
- mdx_include:
|
||||
base_path: docs
|
||||
- admonition
|
||||
- codehilite
|
||||
- extra
|
||||
- pymdownx.superfences:
|
||||
custom_fences:
|
||||
- name: mermaid
|
||||
class: mermaid
|
||||
format: !!python/name:pymdownx.superfences.fence_code_format ''
|
||||
- pymdownx.tabbed:
|
||||
alternate_style: true
|
||||
- attr_list
|
||||
- md_in_html
|
||||
extra:
|
||||
analytics:
|
||||
provider: google
|
||||
property: G-YNEVN69SC3
|
||||
social:
|
||||
- icon: fontawesome/brands/github-alt
|
||||
link: https://github.com/tiangolo/fastapi
|
||||
- icon: fontawesome/brands/discord
|
||||
link: https://discord.gg/VQjSZaeJmf
|
||||
- icon: fontawesome/brands/twitter
|
||||
link: https://twitter.com/fastapi
|
||||
- icon: fontawesome/brands/linkedin
|
||||
link: https://www.linkedin.com/in/tiangolo
|
||||
- icon: fontawesome/brands/dev
|
||||
link: https://dev.to/tiangolo
|
||||
- icon: fontawesome/brands/medium
|
||||
link: https://medium.com/@tiangolo
|
||||
- icon: fontawesome/solid/globe
|
||||
link: https://tiangolo.com
|
||||
alternate:
|
||||
- link: /
|
||||
name: en - English
|
||||
- link: /az/
|
||||
name: az
|
||||
- link: /cs/
|
||||
name: cs
|
||||
- link: /de/
|
||||
name: de
|
||||
- link: /em/
|
||||
name: 😉
|
||||
- link: /es/
|
||||
name: es - español
|
||||
- link: /fa/
|
||||
name: fa
|
||||
- link: /fr/
|
||||
name: fr - français
|
||||
- link: /he/
|
||||
name: he
|
||||
- link: /hy/
|
||||
name: hy
|
||||
- link: /id/
|
||||
name: id
|
||||
- link: /it/
|
||||
name: it - italiano
|
||||
- link: /ja/
|
||||
name: ja - 日本語
|
||||
- link: /ko/
|
||||
name: ko - 한국어
|
||||
- link: /lo/
|
||||
name: lo - ພາສາລາວ
|
||||
- link: /nl/
|
||||
name: nl
|
||||
- link: /pl/
|
||||
name: pl
|
||||
- link: /pt/
|
||||
name: pt - português
|
||||
- link: /ru/
|
||||
name: ru - русский язык
|
||||
- link: /sq/
|
||||
name: sq - shqip
|
||||
- link: /sv/
|
||||
name: sv - svenska
|
||||
- link: /ta/
|
||||
name: ta - தமிழ்
|
||||
- link: /tr/
|
||||
name: tr - Türkçe
|
||||
- link: /uk/
|
||||
name: uk - українська мова
|
||||
- link: /zh/
|
||||
name: zh - 汉语
|
||||
extra_css:
|
||||
- https://fastapi.tiangolo.com/css/termynal.css
|
||||
- https://fastapi.tiangolo.com/css/custom.css
|
||||
extra_javascript:
|
||||
- https://fastapi.tiangolo.com/js/termynal.js
|
||||
- https://fastapi.tiangolo.com/js/custom.js
|
||||
@@ -1,473 +0,0 @@
|
||||
|
||||
{!../../../docs/missing-translation.md!}
|
||||
|
||||
|
||||
<p align="center">
|
||||
<a href="https://fastapi.tiangolo.com"><img src="https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png" alt="FastAPI"></a>
|
||||
</p>
|
||||
<p align="center">
|
||||
<em>FastAPI framework, high performance, easy to learn, fast to code, ready for production</em>
|
||||
</p>
|
||||
<p align="center">
|
||||
<a href="https://github.com/tiangolo/fastapi/actions?query=workflow%3ATest+event%3Apush+branch%3Amaster" target="_blank">
|
||||
<img src="https://github.com/tiangolo/fastapi/workflows/Test/badge.svg?event=push&branch=master" alt="Test">
|
||||
</a>
|
||||
<a href="https://coverage-badge.samuelcolvin.workers.dev/redirect/tiangolo/fastapi" target="_blank">
|
||||
<img src="https://coverage-badge.samuelcolvin.workers.dev/tiangolo/fastapi.svg" alt="Coverage">
|
||||
</a>
|
||||
<a href="https://pypi.org/project/fastapi" target="_blank">
|
||||
<img src="https://img.shields.io/pypi/v/fastapi?color=%2334D058&label=pypi%20package" alt="Package version">
|
||||
</a>
|
||||
<a href="https://pypi.org/project/fastapi" target="_blank">
|
||||
<img src="https://img.shields.io/pypi/pyversions/fastapi.svg?color=%2334D058" alt="Supported Python versions">
|
||||
</a>
|
||||
</p>
|
||||
|
||||
---
|
||||
|
||||
**Documentation**: <a href="https://fastapi.tiangolo.com" target="_blank">https://fastapi.tiangolo.com</a>
|
||||
|
||||
**Source Code**: <a href="https://github.com/tiangolo/fastapi" target="_blank">https://github.com/tiangolo/fastapi</a>
|
||||
|
||||
---
|
||||
|
||||
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints.
|
||||
|
||||
The key features are:
|
||||
|
||||
* **Fast**: Very high performance, on par with **NodeJS** and **Go** (thanks to Starlette and Pydantic). [One of the fastest Python frameworks available](#performance).
|
||||
* **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
|
||||
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. *
|
||||
* **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.
|
||||
* **Easy**: Designed to be easy to use and learn. Less time reading docs.
|
||||
* **Short**: Minimize code duplication. Multiple features from each parameter declaration. Fewer bugs.
|
||||
* **Robust**: Get production-ready code. With automatic interactive documentation.
|
||||
* **Standards-based**: Based on (and fully compatible with) the open standards for APIs: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (previously known as Swagger) and <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
|
||||
|
||||
<small>* estimation based on tests on an internal development team, building production applications.</small>
|
||||
|
||||
## Sponsors
|
||||
|
||||
<!-- sponsors -->
|
||||
|
||||
{% if sponsors %}
|
||||
{% for sponsor in sponsors.gold -%}
|
||||
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
|
||||
{% endfor -%}
|
||||
{%- for sponsor in sponsors.silver -%}
|
||||
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
|
||||
{% endfor %}
|
||||
{% endif %}
|
||||
|
||||
<!-- /sponsors -->
|
||||
|
||||
<a href="https://fastapi.tiangolo.com/fastapi-people/#sponsors" class="external-link" target="_blank">Other sponsors</a>
|
||||
|
||||
## Opinions
|
||||
|
||||
"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/tiangolo/fastapi/pull/26" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_**Netflix** is pleased to announce the open-source release of our **crisis management** orchestration framework: **Dispatch**! [built with **FastAPI**]_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Kevin Glisson, Marc Vilanova, Forest Monsen - <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_I’m over the moon excited about **FastAPI**. It’s so fun!_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong><a href="https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855" target="_blank">Python Bytes</a> podcast host</strong> <a href="https://twitter.com/brianokken/status/1112220079972728832" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong><a href="https://www.hug.rest/" target="_blank">Hug</a> creator</strong> <a href="https://news.ycombinator.com/item?id=19455465" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
|
||||
|
||||
"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong><a href="https://explosion.ai" target="_blank">Explosion AI</a> founders - <a href="https://spacy.io" target="_blank">spaCy</a> creators</strong> <a href="https://twitter.com/_inesmontani/status/1144173225322143744" target="_blank"><small>(ref)</small></a> - <a href="https://twitter.com/honnibal/status/1144031421859655680" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_If anyone is looking to build a production Python API, I would highly recommend **FastAPI**. It is **beautifully designed**, **simple to use** and **highly scalable**, it has become a **key component** in our API first development strategy and is driving many automations and services such as our Virtual TAC Engineer._"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
## **Typer**, the FastAPI of CLIs
|
||||
|
||||
<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>
|
||||
|
||||
If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be used in the terminal instead of a web API, check out <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.
|
||||
|
||||
**Typer** is FastAPI's little sibling. And it's intended to be the **FastAPI of CLIs**. ⌨️ 🚀
|
||||
|
||||
## Requirements
|
||||
|
||||
Python 3.7+
|
||||
|
||||
FastAPI stands on the shoulders of giants:
|
||||
|
||||
* <a href="https://www.starlette.io/" class="external-link" target="_blank">Starlette</a> for the web parts.
|
||||
* <a href="https://pydantic-docs.helpmanual.io/" class="external-link" target="_blank">Pydantic</a> for the data parts.
|
||||
|
||||
## Installation
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ pip install fastapi
|
||||
|
||||
---> 100%
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://github.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ pip install "uvicorn[standard]"
|
||||
|
||||
---> 100%
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
## Example
|
||||
|
||||
### Create it
|
||||
|
||||
* Create a file `main.py` with:
|
||||
|
||||
```Python
|
||||
from typing import Union
|
||||
|
||||
from fastapi import FastAPI
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
@app.get("/")
|
||||
def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
def read_item(item_id: int, q: Union[str, None] = None):
|
||||
return {"item_id": item_id, "q": q}
|
||||
```
|
||||
|
||||
<details markdown="1">
|
||||
<summary>Or use <code>async def</code>...</summary>
|
||||
|
||||
If your code uses `async` / `await`, use `async def`:
|
||||
|
||||
```Python hl_lines="9 14"
|
||||
from typing import Union
|
||||
|
||||
from fastapi import FastAPI
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
@app.get("/")
|
||||
async def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
async def read_item(item_id: int, q: Union[str, None] = None):
|
||||
return {"item_id": item_id, "q": q}
|
||||
```
|
||||
|
||||
**Note**:
|
||||
|
||||
If you don't know, check the _"In a hurry?"_ section about <a href="https://fastapi.tiangolo.com/async/#in-a-hurry" target="_blank">`async` and `await` in the docs</a>.
|
||||
|
||||
</details>
|
||||
|
||||
### Run it
|
||||
|
||||
Run the server with:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ uvicorn main:app --reload
|
||||
|
||||
INFO: Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
|
||||
INFO: Started reloader process [28720]
|
||||
INFO: Started server process [28722]
|
||||
INFO: Waiting for application startup.
|
||||
INFO: Application startup complete.
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
<details markdown="1">
|
||||
<summary>About the command <code>uvicorn main:app --reload</code>...</summary>
|
||||
|
||||
The command `uvicorn main:app` refers to:
|
||||
|
||||
* `main`: the file `main.py` (the Python "module").
|
||||
* `app`: the object created inside of `main.py` with the line `app = FastAPI()`.
|
||||
* `--reload`: make the server restart after code changes. Only do this for development.
|
||||
|
||||
</details>
|
||||
|
||||
### Check it
|
||||
|
||||
Open your browser at <a href="http://127.0.0.1:8000/items/5?q=somequery" class="external-link" target="_blank">http://127.0.0.1:8000/items/5?q=somequery</a>.
|
||||
|
||||
You will see the JSON response as:
|
||||
|
||||
```JSON
|
||||
{"item_id": 5, "q": "somequery"}
|
||||
```
|
||||
|
||||
You already created an API that:
|
||||
|
||||
* Receives HTTP requests in the _paths_ `/` and `/items/{item_id}`.
|
||||
* Both _paths_ take `GET` <em>operations</em> (also known as HTTP _methods_).
|
||||
* The _path_ `/items/{item_id}` has a _path parameter_ `item_id` that should be an `int`.
|
||||
* The _path_ `/items/{item_id}` has an optional `str` _query parameter_ `q`.
|
||||
|
||||
### Interactive API docs
|
||||
|
||||
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
|
||||
|
||||
You will see the automatic interactive API documentation (provided by <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank">Swagger UI</a>):
|
||||
|
||||

|
||||
|
||||
### Alternative API docs
|
||||
|
||||
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
|
||||
|
||||
You will see the alternative automatic documentation (provided by <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank">ReDoc</a>):
|
||||
|
||||

|
||||
|
||||
## Example upgrade
|
||||
|
||||
Now modify the file `main.py` to receive a body from a `PUT` request.
|
||||
|
||||
Declare the body using standard Python types, thanks to Pydantic.
|
||||
|
||||
```Python hl_lines="4 9-12 25-27"
|
||||
from typing import Union
|
||||
|
||||
from fastapi import FastAPI
|
||||
from pydantic import BaseModel
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
class Item(BaseModel):
|
||||
name: str
|
||||
price: float
|
||||
is_offer: Union[bool, None] = None
|
||||
|
||||
|
||||
@app.get("/")
|
||||
def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
def read_item(item_id: int, q: Union[str, None] = None):
|
||||
return {"item_id": item_id, "q": q}
|
||||
|
||||
|
||||
@app.put("/items/{item_id}")
|
||||
def update_item(item_id: int, item: Item):
|
||||
return {"item_name": item.name, "item_id": item_id}
|
||||
```
|
||||
|
||||
The server should reload automatically (because you added `--reload` to the `uvicorn` command above).
|
||||
|
||||
### Interactive API docs upgrade
|
||||
|
||||
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
|
||||
|
||||
* The interactive API documentation will be automatically updated, including the new body:
|
||||
|
||||

|
||||
|
||||
* Click on the button "Try it out", it allows you to fill the parameters and directly interact with the API:
|
||||
|
||||

|
||||
|
||||
* Then click on the "Execute" button, the user interface will communicate with your API, send the parameters, get the results and show them on the screen:
|
||||
|
||||

|
||||
|
||||
### Alternative API docs upgrade
|
||||
|
||||
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
|
||||
|
||||
* The alternative documentation will also reflect the new query parameter and body:
|
||||
|
||||

|
||||
|
||||
### Recap
|
||||
|
||||
In summary, you declare **once** the types of parameters, body, etc. as function parameters.
|
||||
|
||||
You do that with standard modern Python types.
|
||||
|
||||
You don't have to learn a new syntax, the methods or classes of a specific library, etc.
|
||||
|
||||
Just standard **Python 3.7+**.
|
||||
|
||||
For example, for an `int`:
|
||||
|
||||
```Python
|
||||
item_id: int
|
||||
```
|
||||
|
||||
or for a more complex `Item` model:
|
||||
|
||||
```Python
|
||||
item: Item
|
||||
```
|
||||
|
||||
...and with that single declaration you get:
|
||||
|
||||
* Editor support, including:
|
||||
* Completion.
|
||||
* Type checks.
|
||||
* Validation of data:
|
||||
* Automatic and clear errors when the data is invalid.
|
||||
* Validation even for deeply nested JSON objects.
|
||||
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of input data: coming from the network to Python data and types. Reading from:
|
||||
* JSON.
|
||||
* Path parameters.
|
||||
* Query parameters.
|
||||
* Cookies.
|
||||
* Headers.
|
||||
* Forms.
|
||||
* Files.
|
||||
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of output data: converting from Python data and types to network data (as JSON):
|
||||
* Convert Python types (`str`, `int`, `float`, `bool`, `list`, etc).
|
||||
* `datetime` objects.
|
||||
* `UUID` objects.
|
||||
* Database models.
|
||||
* ...and many more.
|
||||
* Automatic interactive API documentation, including 2 alternative user interfaces:
|
||||
* Swagger UI.
|
||||
* ReDoc.
|
||||
|
||||
---
|
||||
|
||||
Coming back to the previous code example, **FastAPI** will:
|
||||
|
||||
* Validate that there is an `item_id` in the path for `GET` and `PUT` requests.
|
||||
* Validate that the `item_id` is of type `int` for `GET` and `PUT` requests.
|
||||
* If it is not, the client will see a useful, clear error.
|
||||
* Check if there is an optional query parameter named `q` (as in `http://127.0.0.1:8000/items/foo?q=somequery`) for `GET` requests.
|
||||
* As the `q` parameter is declared with `= None`, it is optional.
|
||||
* Without the `None` it would be required (as is the body in the case with `PUT`).
|
||||
* For `PUT` requests to `/items/{item_id}`, Read the body as JSON:
|
||||
* Check that it has a required attribute `name` that should be a `str`.
|
||||
* Check that it has a required attribute `price` that has to be a `float`.
|
||||
* Check that it has an optional attribute `is_offer`, that should be a `bool`, if present.
|
||||
* All this would also work for deeply nested JSON objects.
|
||||
* Convert from and to JSON automatically.
|
||||
* Document everything with OpenAPI, that can be used by:
|
||||
* Interactive documentation systems.
|
||||
* Automatic client code generation systems, for many languages.
|
||||
* Provide 2 interactive documentation web interfaces directly.
|
||||
|
||||
---
|
||||
|
||||
We just scratched the surface, but you already get the idea of how it all works.
|
||||
|
||||
Try changing the line with:
|
||||
|
||||
```Python
|
||||
return {"item_name": item.name, "item_id": item_id}
|
||||
```
|
||||
|
||||
...from:
|
||||
|
||||
```Python
|
||||
... "item_name": item.name ...
|
||||
```
|
||||
|
||||
...to:
|
||||
|
||||
```Python
|
||||
... "item_price": item.price ...
|
||||
```
|
||||
|
||||
...and see how your editor will auto-complete the attributes and know their types:
|
||||
|
||||

|
||||
|
||||
For a more complete example including more features, see the <a href="https://fastapi.tiangolo.com/tutorial/">Tutorial - User Guide</a>.
|
||||
|
||||
**Spoiler alert**: the tutorial - user guide includes:
|
||||
|
||||
* Declaration of **parameters** from other different places as: **headers**, **cookies**, **form fields** and **files**.
|
||||
* How to set **validation constraints** as `maximum_length` or `regex`.
|
||||
* A very powerful and easy to use **<abbr title="also known as components, resources, providers, services, injectables">Dependency Injection</abbr>** system.
|
||||
* Security and authentication, including support for **OAuth2** with **JWT tokens** and **HTTP Basic** auth.
|
||||
* More advanced (but equally easy) techniques for declaring **deeply nested JSON models** (thanks to Pydantic).
|
||||
* **GraphQL** integration with <a href="https://strawberry.rocks" class="external-link" target="_blank">Strawberry</a> and other libraries.
|
||||
* Many extra features (thanks to Starlette) as:
|
||||
* **WebSockets**
|
||||
* extremely easy tests based on HTTPX and `pytest`
|
||||
* **CORS**
|
||||
* **Cookie Sessions**
|
||||
* ...and more.
|
||||
|
||||
## Performance
|
||||
|
||||
Independent TechEmpower benchmarks show **FastAPI** applications running under Uvicorn as <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">one of the fastest Python frameworks available</a>, only below Starlette and Uvicorn themselves (used internally by FastAPI). (*)
|
||||
|
||||
To understand more about it, see the section <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">Benchmarks</a>.
|
||||
|
||||
## Optional Dependencies
|
||||
|
||||
Used by Pydantic:
|
||||
|
||||
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - for faster JSON <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>.
|
||||
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - for email validation.
|
||||
|
||||
Used by Starlette:
|
||||
|
||||
* <a href="https://www.python-httpx.org" target="_blank"><code>httpx</code></a> - Required if you want to use the `TestClient`.
|
||||
* <a href="https://jinja.palletsprojects.com" target="_blank"><code>jinja2</code></a> - Required if you want to use the default template configuration.
|
||||
* <a href="https://andrew-d.github.io/python-multipart/" target="_blank"><code>python-multipart</code></a> - Required if you want to support form <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>, with `request.form()`.
|
||||
* <a href="https://pythonhosted.org/itsdangerous/" target="_blank"><code>itsdangerous</code></a> - Required for `SessionMiddleware` support.
|
||||
* <a href="https://pyyaml.org/wiki/PyYAMLDocumentation" target="_blank"><code>pyyaml</code></a> - Required for Starlette's `SchemaGenerator` support (you probably don't need it with FastAPI).
|
||||
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - Required if you want to use `UJSONResponse`.
|
||||
|
||||
Used by FastAPI / Starlette:
|
||||
|
||||
* <a href="https://www.uvicorn.org" target="_blank"><code>uvicorn</code></a> - for the server that loads and serves your application.
|
||||
* <a href="https://github.com/ijl/orjson" target="_blank"><code>orjson</code></a> - Required if you want to use `ORJSONResponse`.
|
||||
|
||||
You can install all of these with `pip install "fastapi[all]"`.
|
||||
|
||||
## License
|
||||
|
||||
This project is licensed under the terms of the MIT license.
|
||||
@@ -1,154 +0,0 @@
|
||||
site_name: FastAPI
|
||||
site_description: FastAPI framework, high performance, easy to learn, fast to code, ready for production
|
||||
site_url: https://fastapi.tiangolo.com/cs/
|
||||
theme:
|
||||
name: material
|
||||
custom_dir: overrides
|
||||
palette:
|
||||
- media: '(prefers-color-scheme: light)'
|
||||
scheme: default
|
||||
primary: teal
|
||||
accent: amber
|
||||
toggle:
|
||||
icon: material/lightbulb
|
||||
name: Switch to light mode
|
||||
- media: '(prefers-color-scheme: dark)'
|
||||
scheme: slate
|
||||
primary: teal
|
||||
accent: amber
|
||||
toggle:
|
||||
icon: material/lightbulb-outline
|
||||
name: Switch to dark mode
|
||||
features:
|
||||
- search.suggest
|
||||
- search.highlight
|
||||
- content.tabs.link
|
||||
icon:
|
||||
repo: fontawesome/brands/github-alt
|
||||
logo: https://fastapi.tiangolo.com/img/icon-white.svg
|
||||
favicon: https://fastapi.tiangolo.com/img/favicon.png
|
||||
language: cs
|
||||
repo_name: tiangolo/fastapi
|
||||
repo_url: https://github.com/tiangolo/fastapi
|
||||
edit_uri: ''
|
||||
plugins:
|
||||
- search
|
||||
- markdownextradata:
|
||||
data: data
|
||||
nav:
|
||||
- FastAPI: index.md
|
||||
- Languages:
|
||||
- en: /
|
||||
- az: /az/
|
||||
- cs: /cs/
|
||||
- de: /de/
|
||||
- es: /es/
|
||||
- fa: /fa/
|
||||
- fr: /fr/
|
||||
- he: /he/
|
||||
- hy: /hy/
|
||||
- id: /id/
|
||||
- it: /it/
|
||||
- ja: /ja/
|
||||
- ko: /ko/
|
||||
- nl: /nl/
|
||||
- pl: /pl/
|
||||
- pt: /pt/
|
||||
- ru: /ru/
|
||||
- sq: /sq/
|
||||
- sv: /sv/
|
||||
- ta: /ta/
|
||||
- tr: /tr/
|
||||
- uk: /uk/
|
||||
- zh: /zh/
|
||||
markdown_extensions:
|
||||
- toc:
|
||||
permalink: true
|
||||
- markdown.extensions.codehilite:
|
||||
guess_lang: false
|
||||
- mdx_include:
|
||||
base_path: docs
|
||||
- admonition
|
||||
- codehilite
|
||||
- extra
|
||||
- pymdownx.superfences:
|
||||
custom_fences:
|
||||
- name: mermaid
|
||||
class: mermaid
|
||||
format: !!python/name:pymdownx.superfences.fence_code_format ''
|
||||
- pymdownx.tabbed:
|
||||
alternate_style: true
|
||||
- attr_list
|
||||
- md_in_html
|
||||
extra:
|
||||
analytics:
|
||||
provider: google
|
||||
property: G-YNEVN69SC3
|
||||
social:
|
||||
- icon: fontawesome/brands/github-alt
|
||||
link: https://github.com/tiangolo/fastapi
|
||||
- icon: fontawesome/brands/discord
|
||||
link: https://discord.gg/VQjSZaeJmf
|
||||
- icon: fontawesome/brands/twitter
|
||||
link: https://twitter.com/fastapi
|
||||
- icon: fontawesome/brands/linkedin
|
||||
link: https://www.linkedin.com/in/tiangolo
|
||||
- icon: fontawesome/brands/dev
|
||||
link: https://dev.to/tiangolo
|
||||
- icon: fontawesome/brands/medium
|
||||
link: https://medium.com/@tiangolo
|
||||
- icon: fontawesome/solid/globe
|
||||
link: https://tiangolo.com
|
||||
alternate:
|
||||
- link: /
|
||||
name: en - English
|
||||
- link: /az/
|
||||
name: az
|
||||
- link: /cs/
|
||||
name: cs
|
||||
- link: /de/
|
||||
name: de
|
||||
- link: /es/
|
||||
name: es - español
|
||||
- link: /fa/
|
||||
name: fa
|
||||
- link: /fr/
|
||||
name: fr - français
|
||||
- link: /he/
|
||||
name: he
|
||||
- link: /hy/
|
||||
name: hy
|
||||
- link: /id/
|
||||
name: id
|
||||
- link: /it/
|
||||
name: it - italiano
|
||||
- link: /ja/
|
||||
name: ja - 日本語
|
||||
- link: /ko/
|
||||
name: ko - 한국어
|
||||
- link: /nl/
|
||||
name: nl
|
||||
- link: /pl/
|
||||
name: pl
|
||||
- link: /pt/
|
||||
name: pt - português
|
||||
- link: /ru/
|
||||
name: ru - русский язык
|
||||
- link: /sq/
|
||||
name: sq - shqip
|
||||
- link: /sv/
|
||||
name: sv - svenska
|
||||
- link: /ta/
|
||||
name: ta - தமிழ்
|
||||
- link: /tr/
|
||||
name: tr - Türkçe
|
||||
- link: /uk/
|
||||
name: uk - українська мова
|
||||
- link: /zh/
|
||||
name: zh - 汉语
|
||||
extra_css:
|
||||
- https://fastapi.tiangolo.com/css/termynal.css
|
||||
- https://fastapi.tiangolo.com/css/custom.css
|
||||
extra_javascript:
|
||||
- https://fastapi.tiangolo.com/js/termynal.js
|
||||
- https://fastapi.tiangolo.com/js/custom.js
|
||||
@@ -1,463 +0,0 @@
|
||||
|
||||
{!../../../docs/missing-translation.md!}
|
||||
|
||||
|
||||
<p align="center">
|
||||
<a href="https://fastapi.tiangolo.com"><img src="https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png" alt="FastAPI"></a>
|
||||
</p>
|
||||
<p align="center">
|
||||
<em>FastAPI framework, high performance, easy to learn, fast to code, ready for production</em>
|
||||
</p>
|
||||
<p align="center">
|
||||
<a href="https://github.com/tiangolo/fastapi/actions?query=workflow%3ATest" target="_blank">
|
||||
<img src="https://github.com/tiangolo/fastapi/workflows/Test/badge.svg" alt="Test">
|
||||
</a>
|
||||
<a href="https://codecov.io/gh/tiangolo/fastapi" target="_blank">
|
||||
<img src="https://img.shields.io/codecov/c/github/tiangolo/fastapi?color=%2334D058" alt="Coverage">
|
||||
</a>
|
||||
<a href="https://pypi.org/project/fastapi" target="_blank">
|
||||
<img src="https://img.shields.io/pypi/v/fastapi?color=%2334D058&label=pypi%20package" alt="Package version">
|
||||
</a>
|
||||
</p>
|
||||
|
||||
---
|
||||
|
||||
**Documentation**: <a href="https://fastapi.tiangolo.com" target="_blank">https://fastapi.tiangolo.com</a>
|
||||
|
||||
**Source Code**: <a href="https://github.com/tiangolo/fastapi" target="_blank">https://github.com/tiangolo/fastapi</a>
|
||||
|
||||
---
|
||||
|
||||
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.
|
||||
|
||||
The key features are:
|
||||
|
||||
* **Fast**: Very high performance, on par with **NodeJS** and **Go** (thanks to Starlette and Pydantic). [One of the fastest Python frameworks available](#performance).
|
||||
|
||||
* **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
|
||||
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. *
|
||||
* **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.
|
||||
* **Easy**: Designed to be easy to use and learn. Less time reading docs.
|
||||
* **Short**: Minimize code duplication. Multiple features from each parameter declaration. Fewer bugs.
|
||||
* **Robust**: Get production-ready code. With automatic interactive documentation.
|
||||
* **Standards-based**: Based on (and fully compatible with) the open standards for APIs: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (previously known as Swagger) and <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
|
||||
|
||||
<small>* estimation based on tests on an internal development team, building production applications.</small>
|
||||
|
||||
## Sponsors
|
||||
|
||||
<!-- sponsors -->
|
||||
|
||||
{% if sponsors %}
|
||||
{% for sponsor in sponsors.gold -%}
|
||||
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
|
||||
{% endfor -%}
|
||||
{%- for sponsor in sponsors.silver -%}
|
||||
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
|
||||
{% endfor %}
|
||||
{% endif %}
|
||||
|
||||
<!-- /sponsors -->
|
||||
|
||||
<a href="https://fastapi.tiangolo.com/fastapi-people/#sponsors" class="external-link" target="_blank">Other sponsors</a>
|
||||
|
||||
## Opinions
|
||||
|
||||
"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/tiangolo/fastapi/pull/26" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_**Netflix** is pleased to announce the open-source release of our **crisis management** orchestration framework: **Dispatch**! [built with **FastAPI**]_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Kevin Glisson, Marc Vilanova, Forest Monsen - <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_I’m over the moon excited about **FastAPI**. It’s so fun!_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong><a href="https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855" target="_blank">Python Bytes</a> podcast host</strong> <a href="https://twitter.com/brianokken/status/1112220079972728832" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong><a href="https://www.hug.rest/" target="_blank">Hug</a> creator</strong> <a href="https://news.ycombinator.com/item?id=19455465" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
|
||||
|
||||
"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
|
||||
|
||||
<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong><a href="https://explosion.ai" target="_blank">Explosion AI</a> founders - <a href="https://spacy.io" target="_blank">spaCy</a> creators</strong> <a href="https://twitter.com/_inesmontani/status/1144173225322143744" target="_blank"><small>(ref)</small></a> - <a href="https://twitter.com/honnibal/status/1144031421859655680" target="_blank"><small>(ref)</small></a></div>
|
||||
|
||||
---
|
||||
|
||||
## **Typer**, the FastAPI of CLIs
|
||||
|
||||
<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>
|
||||
|
||||
If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be used in the terminal instead of a web API, check out <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.
|
||||
|
||||
**Typer** is FastAPI's little sibling. And it's intended to be the **FastAPI of CLIs**. ⌨️ 🚀
|
||||
|
||||
## Requirements
|
||||
|
||||
Python 3.7+
|
||||
|
||||
FastAPI stands on the shoulders of giants:
|
||||
|
||||
* <a href="https://www.starlette.io/" class="external-link" target="_blank">Starlette</a> for the web parts.
|
||||
* <a href="https://pydantic-docs.helpmanual.io/" class="external-link" target="_blank">Pydantic</a> for the data parts.
|
||||
|
||||
## Installation
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ pip install fastapi
|
||||
|
||||
---> 100%
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://gitlab.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ pip install "uvicorn[standard]"
|
||||
|
||||
---> 100%
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
## Example
|
||||
|
||||
### Create it
|
||||
|
||||
* Create a file `main.py` with:
|
||||
|
||||
```Python
|
||||
from typing import Union
|
||||
|
||||
from fastapi import FastAPI
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
@app.get("/")
|
||||
def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
def read_item(item_id: int, q: Union[str, None] = None):
|
||||
return {"item_id": item_id, "q": q}
|
||||
```
|
||||
|
||||
<details markdown="1">
|
||||
<summary>Or use <code>async def</code>...</summary>
|
||||
|
||||
If your code uses `async` / `await`, use `async def`:
|
||||
|
||||
```Python hl_lines="9 14"
|
||||
from typing import Union
|
||||
|
||||
from fastapi import FastAPI
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
@app.get("/")
|
||||
async def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
async def read_item(item_id: int, q: Union[str, None] = None):
|
||||
return {"item_id": item_id, "q": q}
|
||||
```
|
||||
|
||||
**Note**:
|
||||
|
||||
If you don't know, check the _"In a hurry?"_ section about <a href="https://fastapi.tiangolo.com/async/#in-a-hurry" target="_blank">`async` and `await` in the docs</a>.
|
||||
|
||||
</details>
|
||||
|
||||
### Run it
|
||||
|
||||
Run the server with:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ uvicorn main:app --reload
|
||||
|
||||
INFO: Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
|
||||
INFO: Started reloader process [28720]
|
||||
INFO: Started server process [28722]
|
||||
INFO: Waiting for application startup.
|
||||
INFO: Application startup complete.
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
<details markdown="1">
|
||||
<summary>About the command <code>uvicorn main:app --reload</code>...</summary>
|
||||
|
||||
The command `uvicorn main:app` refers to:
|
||||
|
||||
* `main`: the file `main.py` (the Python "module").
|
||||
* `app`: the object created inside of `main.py` with the line `app = FastAPI()`.
|
||||
* `--reload`: make the server restart after code changes. Only do this for development.
|
||||
|
||||
</details>
|
||||
|
||||
### Check it
|
||||
|
||||
Open your browser at <a href="http://127.0.0.1:8000/items/5?q=somequery" class="external-link" target="_blank">http://127.0.0.1:8000/items/5?q=somequery</a>.
|
||||
|
||||
You will see the JSON response as:
|
||||
|
||||
```JSON
|
||||
{"item_id": 5, "q": "somequery"}
|
||||
```
|
||||
|
||||
You already created an API that:
|
||||
|
||||
* Receives HTTP requests in the _paths_ `/` and `/items/{item_id}`.
|
||||
* Both _paths_ take `GET` <em>operations</em> (also known as HTTP _methods_).
|
||||
* The _path_ `/items/{item_id}` has a _path parameter_ `item_id` that should be an `int`.
|
||||
* The _path_ `/items/{item_id}` has an optional `str` _query parameter_ `q`.
|
||||
|
||||
### Interactive API docs
|
||||
|
||||
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
|
||||
|
||||
You will see the automatic interactive API documentation (provided by <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank">Swagger UI</a>):
|
||||
|
||||

|
||||
|
||||
### Alternative API docs
|
||||
|
||||
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
|
||||
|
||||
You will see the alternative automatic documentation (provided by <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank">ReDoc</a>):
|
||||
|
||||

|
||||
|
||||
## Example upgrade
|
||||
|
||||
Now modify the file `main.py` to receive a body from a `PUT` request.
|
||||
|
||||
Declare the body using standard Python types, thanks to Pydantic.
|
||||
|
||||
```Python hl_lines="4 9-12 25-27"
|
||||
from typing import Union
|
||||
|
||||
from fastapi import FastAPI
|
||||
from pydantic import BaseModel
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
class Item(BaseModel):
|
||||
name: str
|
||||
price: float
|
||||
is_offer: Union[bool, None] = None
|
||||
|
||||
|
||||
@app.get("/")
|
||||
def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
def read_item(item_id: int, q: Union[str, None] = None):
|
||||
return {"item_id": item_id, "q": q}
|
||||
|
||||
|
||||
@app.put("/items/{item_id}")
|
||||
def update_item(item_id: int, item: Item):
|
||||
return {"item_name": item.name, "item_id": item_id}
|
||||
```
|
||||
|
||||
The server should reload automatically (because you added `--reload` to the `uvicorn` command above).
|
||||
|
||||
### Interactive API docs upgrade
|
||||
|
||||
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
|
||||
|
||||
* The interactive API documentation will be automatically updated, including the new body:
|
||||
|
||||

|
||||
|
||||
* Click on the button "Try it out", it allows you to fill the parameters and directly interact with the API:
|
||||
|
||||

|
||||
|
||||
* Then click on the "Execute" button, the user interface will communicate with your API, send the parameters, get the results and show them on the screen:
|
||||
|
||||

|
||||
|
||||
### Alternative API docs upgrade
|
||||
|
||||
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
|
||||
|
||||
* The alternative documentation will also reflect the new query parameter and body:
|
||||
|
||||

|
||||
|
||||
### Recap
|
||||
|
||||
In summary, you declare **once** the types of parameters, body, etc. as function parameters.
|
||||
|
||||
You do that with standard modern Python types.
|
||||
|
||||
You don't have to learn a new syntax, the methods or classes of a specific library, etc.
|
||||
|
||||
Just standard **Python 3.6+**.
|
||||
|
||||
For example, for an `int`:
|
||||
|
||||
```Python
|
||||
item_id: int
|
||||
```
|
||||
|
||||
or for a more complex `Item` model:
|
||||
|
||||
```Python
|
||||
item: Item
|
||||
```
|
||||
|
||||
...and with that single declaration you get:
|
||||
|
||||
* Editor support, including:
|
||||
* Completion.
|
||||
* Type checks.
|
||||
* Validation of data:
|
||||
* Automatic and clear errors when the data is invalid.
|
||||
* Validation even for deeply nested JSON objects.
|
||||
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of input data: coming from the network to Python data and types. Reading from:
|
||||
* JSON.
|
||||
* Path parameters.
|
||||
* Query parameters.
|
||||
* Cookies.
|
||||
* Headers.
|
||||
* Forms.
|
||||
* Files.
|
||||
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of output data: converting from Python data and types to network data (as JSON):
|
||||
* Convert Python types (`str`, `int`, `float`, `bool`, `list`, etc).
|
||||
* `datetime` objects.
|
||||
* `UUID` objects.
|
||||
* Database models.
|
||||
* ...and many more.
|
||||
* Automatic interactive API documentation, including 2 alternative user interfaces:
|
||||
* Swagger UI.
|
||||
* ReDoc.
|
||||
|
||||
---
|
||||
|
||||
Coming back to the previous code example, **FastAPI** will:
|
||||
|
||||
* Validate that there is an `item_id` in the path for `GET` and `PUT` requests.
|
||||
* Validate that the `item_id` is of type `int` for `GET` and `PUT` requests.
|
||||
* If it is not, the client will see a useful, clear error.
|
||||
* Check if there is an optional query parameter named `q` (as in `http://127.0.0.1:8000/items/foo?q=somequery`) for `GET` requests.
|
||||
* As the `q` parameter is declared with `= None`, it is optional.
|
||||
* Without the `None` it would be required (as is the body in the case with `PUT`).
|
||||
* For `PUT` requests to `/items/{item_id}`, Read the body as JSON:
|
||||
* Check that it has a required attribute `name` that should be a `str`.
|
||||
* Check that it has a required attribute `price` that has to be a `float`.
|
||||
* Check that it has an optional attribute `is_offer`, that should be a `bool`, if present.
|
||||
* All this would also work for deeply nested JSON objects.
|
||||
* Convert from and to JSON automatically.
|
||||
* Document everything with OpenAPI, that can be used by:
|
||||
* Interactive documentation systems.
|
||||
* Automatic client code generation systems, for many languages.
|
||||
* Provide 2 interactive documentation web interfaces directly.
|
||||
|
||||
---
|
||||
|
||||
We just scratched the surface, but you already get the idea of how it all works.
|
||||
|
||||
Try changing the line with:
|
||||
|
||||
```Python
|
||||
return {"item_name": item.name, "item_id": item_id}
|
||||
```
|
||||
|
||||
...from:
|
||||
|
||||
```Python
|
||||
... "item_name": item.name ...
|
||||
```
|
||||
|
||||
...to:
|
||||
|
||||
```Python
|
||||
... "item_price": item.price ...
|
||||
```
|
||||
|
||||
...and see how your editor will auto-complete the attributes and know their types:
|
||||
|
||||

|
||||
|
||||
For a more complete example including more features, see the <a href="https://fastapi.tiangolo.com/tutorial/">Tutorial - User Guide</a>.
|
||||
|
||||
**Spoiler alert**: the tutorial - user guide includes:
|
||||
|
||||
* Declaration of **parameters** from other different places as: **headers**, **cookies**, **form fields** and **files**.
|
||||
* How to set **validation constraints** as `maximum_length` or `regex`.
|
||||
* A very powerful and easy to use **<abbr title="also known as components, resources, providers, services, injectables">Dependency Injection</abbr>** system.
|
||||
* Security and authentication, including support for **OAuth2** with **JWT tokens** and **HTTP Basic** auth.
|
||||
* More advanced (but equally easy) techniques for declaring **deeply nested JSON models** (thanks to Pydantic).
|
||||
* Many extra features (thanks to Starlette) as:
|
||||
* **WebSockets**
|
||||
* extremely easy tests based on `requests` and `pytest`
|
||||
* **CORS**
|
||||
* **Cookie Sessions**
|
||||
* ...and more.
|
||||
|
||||
## Performance
|
||||
|
||||
Independent TechEmpower benchmarks show **FastAPI** applications running under Uvicorn as <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">one of the fastest Python frameworks available</a>, only below Starlette and Uvicorn themselves (used internally by FastAPI). (*)
|
||||
|
||||
To understand more about it, see the section <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">Benchmarks</a>.
|
||||
|
||||
## Optional Dependencies
|
||||
|
||||
Used by Pydantic:
|
||||
|
||||
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - for email validation.
|
||||
|
||||
Used by Starlette:
|
||||
|
||||
* <a href="https://www.python-httpx.org" target="_blank"><code>httpx</code></a> - Required if you want to use the `TestClient`.
|
||||
* <a href="https://jinja.palletsprojects.com" target="_blank"><code>jinja2</code></a> - Required if you want to use the default template configuration.
|
||||
* <a href="https://andrew-d.github.io/python-multipart/" target="_blank"><code>python-multipart</code></a> - Required if you want to support form <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>, with `request.form()`.
|
||||
* <a href="https://pythonhosted.org/itsdangerous/" target="_blank"><code>itsdangerous</code></a> - Required for `SessionMiddleware` support.
|
||||
* <a href="https://pyyaml.org/wiki/PyYAMLDocumentation" target="_blank"><code>pyyaml</code></a> - Required for Starlette's `SchemaGenerator` support (you probably don't need it with FastAPI).
|
||||
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - Required if you want to use `UJSONResponse`.
|
||||
|
||||
Used by FastAPI / Starlette:
|
||||
|
||||
* <a href="https://www.uvicorn.org" target="_blank"><code>uvicorn</code></a> - for the server that loads and serves your application.
|
||||
* <a href="https://github.com/ijl/orjson" target="_blank"><code>orjson</code></a> - Required if you want to use `ORJSONResponse`.
|
||||
|
||||
You can install all of these with `pip install fastapi[all]`.
|
||||
|
||||
## License
|
||||
|
||||
This project is licensed under the terms of the MIT license.
|
||||
@@ -1,161 +1 @@
|
||||
site_name: FastAPI
|
||||
site_description: FastAPI framework, high performance, easy to learn, fast to code, ready for production
|
||||
site_url: https://fastapi.tiangolo.com/de/
|
||||
theme:
|
||||
name: material
|
||||
custom_dir: overrides
|
||||
palette:
|
||||
- media: '(prefers-color-scheme: light)'
|
||||
scheme: default
|
||||
primary: teal
|
||||
accent: amber
|
||||
toggle:
|
||||
icon: material/lightbulb
|
||||
name: Switch to light mode
|
||||
- media: '(prefers-color-scheme: dark)'
|
||||
scheme: slate
|
||||
primary: teal
|
||||
accent: amber
|
||||
toggle:
|
||||
icon: material/lightbulb-outline
|
||||
name: Switch to dark mode
|
||||
features:
|
||||
- search.suggest
|
||||
- search.highlight
|
||||
- content.tabs.link
|
||||
icon:
|
||||
repo: fontawesome/brands/github-alt
|
||||
logo: https://fastapi.tiangolo.com/img/icon-white.svg
|
||||
favicon: https://fastapi.tiangolo.com/img/favicon.png
|
||||
language: de
|
||||
repo_name: tiangolo/fastapi
|
||||
repo_url: https://github.com/tiangolo/fastapi
|
||||
edit_uri: ''
|
||||
plugins:
|
||||
- search
|
||||
- markdownextradata:
|
||||
data: data
|
||||
nav:
|
||||
- FastAPI: index.md
|
||||
- Languages:
|
||||
- en: /
|
||||
- az: /az/
|
||||
- cs: /cs/
|
||||
- de: /de/
|
||||
- em: /em/
|
||||
- es: /es/
|
||||
- fa: /fa/
|
||||
- fr: /fr/
|
||||
- he: /he/
|
||||
- hy: /hy/
|
||||
- id: /id/
|
||||
- it: /it/
|
||||
- ja: /ja/
|
||||
- ko: /ko/
|
||||
- lo: /lo/
|
||||
- nl: /nl/
|
||||
- pl: /pl/
|
||||
- pt: /pt/
|
||||
- ru: /ru/
|
||||
- sq: /sq/
|
||||
- sv: /sv/
|
||||
- ta: /ta/
|
||||
- tr: /tr/
|
||||
- uk: /uk/
|
||||
- zh: /zh/
|
||||
- features.md
|
||||
markdown_extensions:
|
||||
- toc:
|
||||
permalink: true
|
||||
- markdown.extensions.codehilite:
|
||||
guess_lang: false
|
||||
- mdx_include:
|
||||
base_path: docs
|
||||
- admonition
|
||||
- codehilite
|
||||
- extra
|
||||
- pymdownx.superfences:
|
||||
custom_fences:
|
||||
- name: mermaid
|
||||
class: mermaid
|
||||
format: !!python/name:pymdownx.superfences.fence_code_format ''
|
||||
- pymdownx.tabbed:
|
||||
alternate_style: true
|
||||
- attr_list
|
||||
- md_in_html
|
||||
extra:
|
||||
analytics:
|
||||
provider: google
|
||||
property: G-YNEVN69SC3
|
||||
social:
|
||||
- icon: fontawesome/brands/github-alt
|
||||
link: https://github.com/tiangolo/fastapi
|
||||
- icon: fontawesome/brands/discord
|
||||
link: https://discord.gg/VQjSZaeJmf
|
||||
- icon: fontawesome/brands/twitter
|
||||
link: https://twitter.com/fastapi
|
||||
- icon: fontawesome/brands/linkedin
|
||||
link: https://www.linkedin.com/in/tiangolo
|
||||
- icon: fontawesome/brands/dev
|
||||
link: https://dev.to/tiangolo
|
||||
- icon: fontawesome/brands/medium
|
||||
link: https://medium.com/@tiangolo
|
||||
- icon: fontawesome/solid/globe
|
||||
link: https://tiangolo.com
|
||||
alternate:
|
||||
- link: /
|
||||
name: en - English
|
||||
- link: /az/
|
||||
name: az
|
||||
- link: /cs/
|
||||
name: cs
|
||||
- link: /de/
|
||||
name: de
|
||||
- link: /em/
|
||||
name: 😉
|
||||
- link: /es/
|
||||
name: es - español
|
||||
- link: /fa/
|
||||
name: fa
|
||||
- link: /fr/
|
||||
name: fr - français
|
||||
- link: /he/
|
||||
name: he
|
||||
- link: /hy/
|
||||
name: hy
|
||||
- link: /id/
|
||||
name: id
|
||||
- link: /it/
|
||||
name: it - italiano
|
||||
- link: /ja/
|
||||
name: ja - 日本語
|
||||
- link: /ko/
|
||||
name: ko - 한국어
|
||||
- link: /lo/
|
||||
name: lo - ພາສາລາວ
|
||||
- link: /nl/
|
||||
name: nl
|
||||
- link: /pl/
|
||||
name: pl
|
||||
- link: /pt/
|
||||
name: pt - português
|
||||
- link: /ru/
|
||||
name: ru - русский язык
|
||||
- link: /sq/
|
||||
name: sq - shqip
|
||||
- link: /sv/
|
||||
name: sv - svenska
|
||||
- link: /ta/
|
||||
name: ta - தமிழ்
|
||||
- link: /tr/
|
||||
name: tr - Türkçe
|
||||
- link: /uk/
|
||||
name: uk - українська мова
|
||||
- link: /zh/
|
||||
name: zh - 汉语
|
||||
extra_css:
|
||||
- https://fastapi.tiangolo.com/css/termynal.css
|
||||
- https://fastapi.tiangolo.com/css/custom.css
|
||||
extra_javascript:
|
||||
- https://fastapi.tiangolo.com/js/termynal.js
|
||||
- https://fastapi.tiangolo.com/js/custom.js
|
||||
INHERIT: ../en/mkdocs.yml
|
||||
|
||||
@@ -1,314 +0,0 @@
|
||||
# ↔ 🗄
|
||||
|
||||
!!! warning
|
||||
👉 👍 🏧 ⚒. 👆 🎲 💪 🚶 ⚫️.
|
||||
|
||||
🚥 👆 📄 🔰 - 👩💻 🦮, 👆 💪 🎲 🚶 👉 📄.
|
||||
|
||||
🚥 👆 ⏪ 💭 👈 👆 💪 🔀 🏗 🗄 🔗, 😣 👂.
|
||||
|
||||
📤 💼 🌐❔ 👆 💪 💪 🔀 🏗 🗄 🔗.
|
||||
|
||||
👉 📄 👆 🔜 👀 ❔.
|
||||
|
||||
## 😐 🛠️
|
||||
|
||||
😐 (🔢) 🛠️, ⏩.
|
||||
|
||||
`FastAPI` 🈸 (👐) ✔️ `.openapi()` 👩🔬 👈 📈 📨 🗄 🔗.
|
||||
|
||||
🍕 🈸 🎚 🏗, *➡ 🛠️* `/openapi.json` (⚖️ ⚫️❔ 👆 ⚒ 👆 `openapi_url`) ®.
|
||||
|
||||
⚫️ 📨 🎻 📨 ⏮️ 🏁 🈸 `.openapi()` 👩🔬.
|
||||
|
||||
🔢, ⚫️❔ 👩🔬 `.openapi()` 🔨 ✅ 🏠 `.openapi_schema` 👀 🚥 ⚫️ ✔️ 🎚 & 📨 👫.
|
||||
|
||||
🚥 ⚫️ 🚫, ⚫️ 🏗 👫 ⚙️ 🚙 🔢 `fastapi.openapi.utils.get_openapi`.
|
||||
|
||||
& 👈 🔢 `get_openapi()` 📨 🔢:
|
||||
|
||||
* `title`: 🗄 📛, 🎦 🩺.
|
||||
* `version`: ⏬ 👆 🛠️, ✅ `2.5.0`.
|
||||
* `openapi_version`: ⏬ 🗄 🔧 ⚙️. 🔢, ⏪: `3.0.2`.
|
||||
* `description`: 📛 👆 🛠️.
|
||||
* `routes`: 📇 🛣, 👫 🔠 ® *➡ 🛠️*. 👫 ✊ ⚪️➡️ `app.routes`.
|
||||
|
||||
## 🔑 🔢
|
||||
|
||||
⚙️ ℹ 🔛, 👆 💪 ⚙️ 🎏 🚙 🔢 🏗 🗄 🔗 & 🔐 🔠 🍕 👈 👆 💪.
|
||||
|
||||
🖼, ➡️ 🚮 <a href="https://github.com/Rebilly/ReDoc/blob/master/docs/redoc-vendor-extensions.md#x-logo" class="external-link" target="_blank">📄 🗄 ↔ 🔌 🛃 🔱</a>.
|
||||
|
||||
### 😐 **FastAPI**
|
||||
|
||||
🥇, ✍ 🌐 👆 **FastAPI** 🈸 🛎:
|
||||
|
||||
```Python hl_lines="1 4 7-9"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### 🏗 🗄 🔗
|
||||
|
||||
⤴️, ⚙️ 🎏 🚙 🔢 🏗 🗄 🔗, 🔘 `custom_openapi()` 🔢:
|
||||
|
||||
```Python hl_lines="2 15-20"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### 🔀 🗄 🔗
|
||||
|
||||
🔜 👆 💪 🚮 📄 ↔, ❎ 🛃 `x-logo` `info` "🎚" 🗄 🔗:
|
||||
|
||||
```Python hl_lines="21-23"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### 💾 🗄 🔗
|
||||
|
||||
👆 💪 ⚙️ 🏠 `.openapi_schema` "💾", 🏪 👆 🏗 🔗.
|
||||
|
||||
👈 🌌, 👆 🈸 🏆 🚫 ✔️ 🏗 🔗 🔠 🕰 👩💻 📂 👆 🛠️ 🩺.
|
||||
|
||||
⚫️ 🔜 🏗 🕴 🕐, & ⤴️ 🎏 💾 🔗 🔜 ⚙️ ⏭ 📨.
|
||||
|
||||
```Python hl_lines="13-14 24-25"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### 🔐 👩🔬
|
||||
|
||||
🔜 👆 💪 ❎ `.openapi()` 👩🔬 ⏮️ 👆 🆕 🔢.
|
||||
|
||||
```Python hl_lines="28"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### ✅ ⚫️
|
||||
|
||||
🕐 👆 🚶 <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a> 👆 🔜 👀 👈 👆 ⚙️ 👆 🛃 🔱 (👉 🖼, **FastAPI**'Ⓜ 🔱):
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image01.png">
|
||||
|
||||
## 👤-🕸 🕸 & 🎚 🩺
|
||||
|
||||
🛠️ 🩺 ⚙️ **🦁 🎚** & **📄**, & 🔠 👈 💪 🕸 & 🎚 📁.
|
||||
|
||||
🔢, 👈 📁 🍦 ⚪️➡️ <abbr title="Content Delivery Network: A service, normally composed of several servers, that provides static files, like JavaScript and CSS. It's commonly used to serve those files from the server closer to the client, improving performance.">💲</abbr>.
|
||||
|
||||
✋️ ⚫️ 💪 🛃 ⚫️, 👆 💪 ⚒ 🎯 💲, ⚖️ 🍦 📁 👆.
|
||||
|
||||
👈 ⚠, 🖼, 🚥 👆 💪 👆 📱 🚧 👷 ⏪ 📱, 🍵 📂 🕸 🔐, ⚖️ 🇧🇿 🕸.
|
||||
|
||||
📥 👆 🔜 👀 ❔ 🍦 👈 📁 👆, 🎏 FastAPI 📱, & 🔗 🩺 ⚙️ 👫.
|
||||
|
||||
### 🏗 📁 📊
|
||||
|
||||
➡️ 💬 👆 🏗 📁 📊 👀 💖 👉:
|
||||
|
||||
```
|
||||
.
|
||||
├── app
|
||||
│ ├── __init__.py
|
||||
│ ├── main.py
|
||||
```
|
||||
|
||||
🔜 ✍ 📁 🏪 📚 🎻 📁.
|
||||
|
||||
👆 🆕 📁 📊 💪 👀 💖 👉:
|
||||
|
||||
```
|
||||
.
|
||||
├── app
|
||||
│ ├── __init__.py
|
||||
│ ├── main.py
|
||||
└── static/
|
||||
```
|
||||
|
||||
### ⏬ 📁
|
||||
|
||||
⏬ 🎻 📁 💪 🩺 & 🚮 👫 🔛 👈 `static/` 📁.
|
||||
|
||||
👆 💪 🎲 ▶️️-🖊 🔠 🔗 & 🖊 🎛 🎏 `Save link as...`.
|
||||
|
||||
**🦁 🎚** ⚙️ 📁:
|
||||
|
||||
* <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@4/swagger-ui.css" class="external-link" target="_blank">`swagger-ui.css`</a>
|
||||
|
||||
& **📄** ⚙️ 📁:
|
||||
|
||||
* <a href="https://cdn.jsdelivr.net/npm/redoc@next/bundles/redoc.standalone.js" class="external-link" target="_blank">`redoc.standalone.js`</a>
|
||||
|
||||
⏮️ 👈, 👆 📁 📊 💪 👀 💖:
|
||||
|
||||
```
|
||||
.
|
||||
├── app
|
||||
│ ├── __init__.py
|
||||
│ ├── main.py
|
||||
└── static
|
||||
├── redoc.standalone.js
|
||||
├── swagger-ui-bundle.js
|
||||
└── swagger-ui.css
|
||||
```
|
||||
|
||||
### 🍦 🎻 📁
|
||||
|
||||
* 🗄 `StaticFiles`.
|
||||
* "🗻" `StaticFiles()` 👐 🎯 ➡.
|
||||
|
||||
```Python hl_lines="7 11"
|
||||
{!../../../docs_src/extending_openapi/tutorial002.py!}
|
||||
```
|
||||
|
||||
### 💯 🎻 📁
|
||||
|
||||
▶️ 👆 🈸 & 🚶 <a href="http://127.0.0.1:8000/static/redoc.standalone.js" class="external-link" target="_blank">http://127.0.0.1:8000/static/redoc.standalone.js</a>.
|
||||
|
||||
👆 🔜 👀 📶 📏 🕸 📁 **📄**.
|
||||
|
||||
⚫️ 💪 ▶️ ⏮️ 🕳 💖:
|
||||
|
||||
```JavaScript
|
||||
/*!
|
||||
* ReDoc - OpenAPI/Swagger-generated API Reference Documentation
|
||||
* -------------------------------------------------------------
|
||||
* Version: "2.0.0-rc.18"
|
||||
* Repo: https://github.com/Redocly/redoc
|
||||
*/
|
||||
!function(e,t){"object"==typeof exports&&"object"==typeof m
|
||||
|
||||
...
|
||||
```
|
||||
|
||||
👈 ✔ 👈 👆 💆♂ 💪 🍦 🎻 📁 ⚪️➡️ 👆 📱, & 👈 👆 🥉 🎻 📁 🩺 ☑ 🥉.
|
||||
|
||||
🔜 👥 💪 🔗 📱 ⚙️ 📚 🎻 📁 🩺.
|
||||
|
||||
### ❎ 🏧 🩺
|
||||
|
||||
🥇 🔁 ❎ 🏧 🩺, 📚 ⚙️ 💲 🔢.
|
||||
|
||||
❎ 👫, ⚒ 👫 📛 `None` 🕐❔ 🏗 👆 `FastAPI` 📱:
|
||||
|
||||
```Python hl_lines="9"
|
||||
{!../../../docs_src/extending_openapi/tutorial002.py!}
|
||||
```
|
||||
|
||||
### 🔌 🛃 🩺
|
||||
|
||||
🔜 👆 💪 ✍ *➡ 🛠️* 🛃 🩺.
|
||||
|
||||
👆 💪 🏤-⚙️ FastAPI 🔗 🔢 ✍ 🕸 📃 🩺, & 🚶♀️ 👫 💪 ❌:
|
||||
|
||||
* `openapi_url`: 📛 🌐❔ 🕸 📃 🩺 💪 🤚 🗄 🔗 👆 🛠️. 👆 💪 ⚙️ 📥 🔢 `app.openapi_url`.
|
||||
* `title`: 📛 👆 🛠️.
|
||||
* `oauth2_redirect_url`: 👆 💪 ⚙️ `app.swagger_ui_oauth2_redirect_url` 📥 ⚙️ 🔢.
|
||||
* `swagger_js_url`: 📛 🌐❔ 🕸 👆 🦁 🎚 🩺 💪 🤚 **🕸** 📁. 👉 1️⃣ 👈 👆 👍 📱 🔜 🍦.
|
||||
* `swagger_css_url`: 📛 🌐❔ 🕸 👆 🦁 🎚 🩺 💪 🤚 **🎚** 📁. 👉 1️⃣ 👈 👆 👍 📱 🔜 🍦.
|
||||
|
||||
& ➡ 📄...
|
||||
|
||||
```Python hl_lines="2-6 14-22 25-27 30-36"
|
||||
{!../../../docs_src/extending_openapi/tutorial002.py!}
|
||||
```
|
||||
|
||||
!!! tip
|
||||
*➡ 🛠️* `swagger_ui_redirect` 👩🎓 🕐❔ 👆 ⚙️ Oauth2️⃣.
|
||||
|
||||
🚥 👆 🛠️ 👆 🛠️ ⏮️ Oauth2️⃣ 🐕🦺, 👆 🔜 💪 🔓 & 👟 🔙 🛠️ 🩺 ⏮️ 📎 🎓. & 🔗 ⏮️ ⚫️ ⚙️ 🎰 Oauth2️⃣ 🤝.
|
||||
|
||||
🦁 🎚 🔜 🍵 ⚫️ ⛅ 🎑 👆, ✋️ ⚫️ 💪 👉 "❎" 👩🎓.
|
||||
|
||||
### ✍ *➡ 🛠️* 💯 ⚫️
|
||||
|
||||
🔜, 💪 💯 👈 🌐 👷, ✍ *➡ 🛠️*:
|
||||
|
||||
```Python hl_lines="39-41"
|
||||
{!../../../docs_src/extending_openapi/tutorial002.py!}
|
||||
```
|
||||
|
||||
### 💯 ⚫️
|
||||
|
||||
🔜, 👆 🔜 💪 🔌 👆 📻, 🚶 👆 🩺 <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>, & 🔃 📃.
|
||||
|
||||
& 🍵 🕸, 👆 🔜 💪 👀 🩺 👆 🛠️ & 🔗 ⏮️ ⚫️.
|
||||
|
||||
## 🛠️ 🦁 🎚
|
||||
|
||||
👆 💪 🔗 ➕ <a href="https://swagger.io/docs/open-source-tools/swagger-ui/usage/configuration" class="external-link" target="_blank">🦁 🎚 🔢</a>.
|
||||
|
||||
🔗 👫, 🚶♀️ `swagger_ui_parameters` ❌ 🕐❔ 🏗 `FastAPI()` 📱 🎚 ⚖️ `get_swagger_ui_html()` 🔢.
|
||||
|
||||
`swagger_ui_parameters` 📨 📖 ⏮️ 📳 🚶♀️ 🦁 🎚 🔗.
|
||||
|
||||
FastAPI 🗜 📳 **🎻** ⚒ 👫 🔗 ⏮️ 🕸, 👈 ⚫️❔ 🦁 🎚 💪.
|
||||
|
||||
### ❎ ❕ 🎦
|
||||
|
||||
🖼, 👆 💪 ❎ ❕ 🎦 🦁 🎚.
|
||||
|
||||
🍵 🔀 ⚒, ❕ 🎦 🛠️ 🔢:
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image02.png">
|
||||
|
||||
✋️ 👆 💪 ❎ ⚫️ ⚒ `syntaxHighlight` `False`:
|
||||
|
||||
```Python hl_lines="3"
|
||||
{!../../../docs_src/extending_openapi/tutorial003.py!}
|
||||
```
|
||||
|
||||
...& ⤴️ 🦁 🎚 🏆 🚫 🎦 ❕ 🎦 🚫🔜:
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image03.png">
|
||||
|
||||
### 🔀 🎢
|
||||
|
||||
🎏 🌌 👆 💪 ⚒ ❕ 🎦 🎢 ⏮️ 🔑 `"syntaxHighlight.theme"` (👀 👈 ⚫️ ✔️ ❣ 🖕):
|
||||
|
||||
```Python hl_lines="3"
|
||||
{!../../../docs_src/extending_openapi/tutorial004.py!}
|
||||
```
|
||||
|
||||
👈 📳 🔜 🔀 ❕ 🎦 🎨 🎢:
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image04.png">
|
||||
|
||||
### 🔀 🔢 🦁 🎚 🔢
|
||||
|
||||
FastAPI 🔌 🔢 📳 🔢 ☑ 🌅 ⚙️ 💼.
|
||||
|
||||
⚫️ 🔌 👫 🔢 📳:
|
||||
|
||||
```Python
|
||||
{!../../../fastapi/openapi/docs.py[ln:7-13]!}
|
||||
```
|
||||
|
||||
👆 💪 🔐 🙆 👫 ⚒ 🎏 💲 ❌ `swagger_ui_parameters`.
|
||||
|
||||
🖼, ❎ `deepLinking` 👆 💪 🚶♀️ 👉 ⚒ `swagger_ui_parameters`:
|
||||
|
||||
```Python hl_lines="3"
|
||||
{!../../../docs_src/extending_openapi/tutorial005.py!}
|
||||
```
|
||||
|
||||
### 🎏 🦁 🎚 🔢
|
||||
|
||||
👀 🌐 🎏 💪 📳 👆 💪 ⚙️, ✍ 🛂 <a href="https://swagger.io/docs/open-source-tools/swagger-ui/usage/configuration" class="external-link" target="_blank">🩺 🦁 🎚 🔢</a>.
|
||||
|
||||
### 🕸-🕴 ⚒
|
||||
|
||||
🦁 🎚 ✔ 🎏 📳 **🕸-🕴** 🎚 (🖼, 🕸 🔢).
|
||||
|
||||
FastAPI 🔌 👫 🕸-🕴 `presets` ⚒:
|
||||
|
||||
```JavaScript
|
||||
presets: [
|
||||
SwaggerUIBundle.presets.apis,
|
||||
SwaggerUIBundle.SwaggerUIStandalonePreset
|
||||
]
|
||||
```
|
||||
|
||||
👫 **🕸** 🎚, 🚫 🎻, 👆 💪 🚫 🚶♀️ 👫 ⚪️➡️ 🐍 📟 🔗.
|
||||
|
||||
🚥 👆 💪 ⚙️ 🕸-🕴 📳 💖 📚, 👆 💪 ⚙️ 1️⃣ 👩🔬 🔛. 🔐 🌐 🦁 🎚 *➡ 🛠️* & ❎ ✍ 🙆 🕸 👆 💪.
|
||||
@@ -1,4 +1,4 @@
|
||||
# 🏧 👩💻 🦮 - 🎶
|
||||
# 🏧 👩💻 🦮
|
||||
|
||||
## 🌖 ⚒
|
||||
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# 🏧 💂♂ - 🎶
|
||||
# 🏧 💂♂
|
||||
|
||||
## 🌖 ⚒
|
||||
|
||||
|
||||
@@ -1,258 +0,0 @@
|
||||
# 🛠️ FastAPI 🔛 🪔
|
||||
|
||||
👉 📄 👆 🔜 💡 ❔ 💪 🛠️ **FastAPI** 🈸 🔛 <a href="https://www.deta.sh/?ref=fastapi" class="external-link" target="_blank">🪔</a> ⚙️ 🆓 📄. 👶
|
||||
|
||||
⚫️ 🔜 ✊ 👆 🔃 **1️⃣0️⃣ ⏲**.
|
||||
|
||||
!!! info
|
||||
<a href="https://www.deta.sh/?ref=fastapi" class="external-link" target="_blank">🪔</a> **FastAPI** 💰. 👶
|
||||
|
||||
## 🔰 **FastAPI** 📱
|
||||
|
||||
* ✍ 📁 👆 📱, 🖼, `./fastapideta/` & ⛔ 🔘 ⚫️.
|
||||
|
||||
### FastAPI 📟
|
||||
|
||||
* ✍ `main.py` 📁 ⏮️:
|
||||
|
||||
```Python
|
||||
from fastapi import FastAPI
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
@app.get("/")
|
||||
def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
def read_item(item_id: int):
|
||||
return {"item_id": item_id}
|
||||
```
|
||||
|
||||
### 📄
|
||||
|
||||
🔜, 🎏 📁 ✍ 📁 `requirements.txt` ⏮️:
|
||||
|
||||
```text
|
||||
fastapi
|
||||
```
|
||||
|
||||
!!! tip
|
||||
👆 🚫 💪 ❎ Uvicorn 🛠️ 🔛 🪔, 👐 👆 🔜 🎲 💚 ❎ ⚫️ 🌐 💯 👆 📱.
|
||||
|
||||
### 📁 📊
|
||||
|
||||
👆 🔜 🔜 ✔️ 1️⃣ 📁 `./fastapideta/` ⏮️ 2️⃣ 📁:
|
||||
|
||||
```
|
||||
.
|
||||
└── main.py
|
||||
└── requirements.txt
|
||||
```
|
||||
|
||||
## ✍ 🆓 🪔 🏧
|
||||
|
||||
🔜 ✍ <a href="https://www.deta.sh/?ref=fastapi" class="external-link" target="_blank">🆓 🏧 🔛 🪔</a>, 👆 💪 📧 & 🔐.
|
||||
|
||||
👆 🚫 💪 💳.
|
||||
|
||||
## ❎ ✳
|
||||
|
||||
🕐 👆 ✔️ 👆 🏧, ❎ 🪔 <abbr title="Command Line Interface application">✳</abbr>:
|
||||
|
||||
=== "💾, 🇸🇻"
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ curl -fsSL https://get.deta.dev/cli.sh | sh
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
=== "🚪 📋"
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ iwr https://get.deta.dev/cli.ps1 -useb | iex
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
⏮️ ❎ ⚫️, 📂 🆕 📶 👈 ❎ ✳ 🔍.
|
||||
|
||||
🆕 📶, ✔ 👈 ⚫️ ☑ ❎ ⏮️:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ deta --help
|
||||
|
||||
Deta command line interface for managing deta micros.
|
||||
Complete documentation available at https://docs.deta.sh
|
||||
|
||||
Usage:
|
||||
deta [flags]
|
||||
deta [command]
|
||||
|
||||
Available Commands:
|
||||
auth Change auth settings for a deta micro
|
||||
|
||||
...
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
!!! tip
|
||||
🚥 👆 ✔️ ⚠ ❎ ✳, ✅ <a href="https://docs.deta.sh/docs/micros/getting_started?ref=fastapi" class="external-link" target="_blank">🛂 🪔 🩺</a>.
|
||||
|
||||
## 💳 ⏮️ ✳
|
||||
|
||||
🔜 💳 🪔 ⚪️➡️ ✳ ⏮️:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ deta login
|
||||
|
||||
Please, log in from the web page. Waiting..
|
||||
Logged in successfully.
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
👉 🔜 📂 🕸 🖥 & 🔓 🔁.
|
||||
|
||||
## 🛠️ ⏮️ 🪔
|
||||
|
||||
⏭, 🛠️ 👆 🈸 ⏮️ 🪔 ✳:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ deta new
|
||||
|
||||
Successfully created a new micro
|
||||
|
||||
// Notice the "endpoint" 🔍
|
||||
|
||||
{
|
||||
"name": "fastapideta",
|
||||
"runtime": "python3.7",
|
||||
"endpoint": "https://qltnci.deta.dev",
|
||||
"visor": "enabled",
|
||||
"http_auth": "enabled"
|
||||
}
|
||||
|
||||
Adding dependencies...
|
||||
|
||||
|
||||
---> 100%
|
||||
|
||||
|
||||
Successfully installed fastapi-0.61.1 pydantic-1.7.2 starlette-0.13.6
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
👆 🔜 👀 🎻 📧 🎏:
|
||||
|
||||
```JSON hl_lines="4"
|
||||
{
|
||||
"name": "fastapideta",
|
||||
"runtime": "python3.7",
|
||||
"endpoint": "https://qltnci.deta.dev",
|
||||
"visor": "enabled",
|
||||
"http_auth": "enabled"
|
||||
}
|
||||
```
|
||||
|
||||
!!! tip
|
||||
👆 🛠️ 🔜 ✔️ 🎏 `"endpoint"` 📛.
|
||||
|
||||
## ✅ ⚫️
|
||||
|
||||
🔜 📂 👆 🖥 👆 `endpoint` 📛. 🖼 🔛 ⚫️ `https://qltnci.deta.dev`, ✋️ 👆 🔜 🎏.
|
||||
|
||||
👆 🔜 👀 🎻 📨 ⚪️➡️ 👆 FastAPI 📱:
|
||||
|
||||
```JSON
|
||||
{
|
||||
"Hello": "World"
|
||||
}
|
||||
```
|
||||
|
||||
& 🔜 🚶 `/docs` 👆 🛠️, 🖼 🔛 ⚫️ 🔜 `https://qltnci.deta.dev/docs`.
|
||||
|
||||
⚫️ 🔜 🎦 👆 🩺 💖:
|
||||
|
||||
<img src="/img/deployment/deta/image01.png">
|
||||
|
||||
## 🛠️ 📢 🔐
|
||||
|
||||
🔢, 🪔 🔜 🍵 🤝 ⚙️ 🍪 👆 🏧.
|
||||
|
||||
✋️ 🕐 👆 🔜, 👆 💪 ⚒ ⚫️ 📢 ⏮️:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ deta auth disable
|
||||
|
||||
Successfully disabled http auth
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
🔜 👆 💪 💰 👈 📛 ⏮️ 🙆 & 👫 🔜 💪 🔐 👆 🛠️. 👶
|
||||
|
||||
## 🇺🇸🔍
|
||||
|
||||
㊗ ❗ 👆 🛠️ 👆 FastAPI 📱 🪔 ❗ 👶 👶
|
||||
|
||||
, 👀 👈 🪔 ☑ 🍵 🇺🇸🔍 👆, 👆 🚫 ✔️ ✊ 💅 👈 & 💪 💭 👈 👆 👩💻 🔜 ✔️ 🔐 🗜 🔗. 👶 👶
|
||||
|
||||
## ✅ 🕶
|
||||
|
||||
⚪️➡️ 👆 🩺 🎚 (👫 🔜 📛 💖 `https://qltnci.deta.dev/docs`) 📨 📨 👆 *➡ 🛠️* `/items/{item_id}`.
|
||||
|
||||
🖼 ⏮️ 🆔 `5`.
|
||||
|
||||
🔜 🚶 <a href="https://web.deta.sh/" class="external-link" target="_blank">https://web.deta.sh</a>.
|
||||
|
||||
👆 🔜 👀 📤 📄 ◀️ 🤙 <abbr title="it comes from Micro(server)">"◾"</abbr> ⏮️ 🔠 👆 📱.
|
||||
|
||||
👆 🔜 👀 📑 ⏮️ "ℹ", & 📑 "🕶", 🚶 📑 "🕶".
|
||||
|
||||
📤 👆 💪 ✔ ⏮️ 📨 📨 👆 📱.
|
||||
|
||||
👆 💪 ✍ 👫 & 🏤-🤾 👫.
|
||||
|
||||
<img src="/img/deployment/deta/image02.png">
|
||||
|
||||
## 💡 🌅
|
||||
|
||||
☝, 👆 🔜 🎲 💚 🏪 💽 👆 📱 🌌 👈 😣 🔘 🕰. 👈 👆 💪 ⚙️ <a href="https://docs.deta.sh/docs/base/py_tutorial?ref=fastapi" class="external-link" target="_blank">🪔 🧢</a>, ⚫️ ✔️ 👍 **🆓 🎚**.
|
||||
|
||||
👆 💪 ✍ 🌅 <a href="https://docs.deta.sh?ref=fastapi" class="external-link" target="_blank">🪔 🩺</a>.
|
||||
|
||||
## 🛠️ 🔧
|
||||
|
||||
👟 🔙 🔧 👥 🔬 [🛠️ 🔧](./concepts.md){.internal-link target=_blank}, 📥 ❔ 🔠 👫 🔜 🍵 ⏮️ 🪔:
|
||||
|
||||
* **🇺🇸🔍**: 🍵 🪔, 👫 🔜 🤝 👆 📁 & 🍵 🇺🇸🔍 🔁.
|
||||
* **🏃♂ 🔛 🕴**: 🍵 🪔, 🍕 👫 🐕🦺.
|
||||
* **⏏**: 🍵 🪔, 🍕 👫 🐕🦺.
|
||||
* **🧬**: 🍵 🪔, 🍕 👫 🐕🦺.
|
||||
* **💾**: 📉 🔁 🪔, 👆 💪 📧 👫 📈 ⚫️.
|
||||
* **⏮️ 🔁 ⏭ ▶️**: 🚫 🔗 🐕🦺, 👆 💪 ⚒ ⚫️ 👷 ⏮️ 👫 💾 ⚙️ ⚖️ 🌖 ✍.
|
||||
|
||||
!!! note
|
||||
🪔 🔧 ⚒ ⚫️ ⏩ (& 🆓) 🛠️ 🙅 🈸 🔜.
|
||||
|
||||
⚫️ 💪 📉 📚 ⚙️ 💼, ✋️ 🎏 🕰, ⚫️ 🚫 🐕🦺 🎏, 💖 ⚙️ 🔢 💽 (↖️ ⚪️➡️ 🪔 👍 ☁ 💽 ⚙️), 🛃 🕹 🎰, ♒️.
|
||||
|
||||
👆 💪 ✍ 🌅 ℹ <a href="https://docs.deta.sh/docs/micros/about/" class="external-link" target="_blank">🪔 🩺</a> 👀 🚥 ⚫️ ▶️️ ⚒ 👆.
|
||||
@@ -1,4 +1,4 @@
|
||||
# 🛠️ - 🎶
|
||||
# 🛠️
|
||||
|
||||
🛠️ **FastAPI** 🈸 📶 ⏩.
|
||||
|
||||
|
||||
90
docs/em/docs/how-to/extending-openapi.md
Normal file
@@ -0,0 +1,90 @@
|
||||
# ↔ 🗄
|
||||
|
||||
!!! warning
|
||||
👉 👍 🏧 ⚒. 👆 🎲 💪 🚶 ⚫️.
|
||||
|
||||
🚥 👆 📄 🔰 - 👩💻 🦮, 👆 💪 🎲 🚶 👉 📄.
|
||||
|
||||
🚥 👆 ⏪ 💭 👈 👆 💪 🔀 🏗 🗄 🔗, 😣 👂.
|
||||
|
||||
📤 💼 🌐❔ 👆 💪 💪 🔀 🏗 🗄 🔗.
|
||||
|
||||
👉 📄 👆 🔜 👀 ❔.
|
||||
|
||||
## 😐 🛠️
|
||||
|
||||
😐 (🔢) 🛠️, ⏩.
|
||||
|
||||
`FastAPI` 🈸 (👐) ✔️ `.openapi()` 👩🔬 👈 📈 📨 🗄 🔗.
|
||||
|
||||
🍕 🈸 🎚 🏗, *➡ 🛠️* `/openapi.json` (⚖️ ⚫️❔ 👆 ⚒ 👆 `openapi_url`) ®.
|
||||
|
||||
⚫️ 📨 🎻 📨 ⏮️ 🏁 🈸 `.openapi()` 👩🔬.
|
||||
|
||||
🔢, ⚫️❔ 👩🔬 `.openapi()` 🔨 ✅ 🏠 `.openapi_schema` 👀 🚥 ⚫️ ✔️ 🎚 & 📨 👫.
|
||||
|
||||
🚥 ⚫️ 🚫, ⚫️ 🏗 👫 ⚙️ 🚙 🔢 `fastapi.openapi.utils.get_openapi`.
|
||||
|
||||
& 👈 🔢 `get_openapi()` 📨 🔢:
|
||||
|
||||
* `title`: 🗄 📛, 🎦 🩺.
|
||||
* `version`: ⏬ 👆 🛠️, ✅ `2.5.0`.
|
||||
* `openapi_version`: ⏬ 🗄 🔧 ⚙️. 🔢, ⏪: `3.0.2`.
|
||||
* `description`: 📛 👆 🛠️.
|
||||
* `routes`: 📇 🛣, 👫 🔠 ® *➡ 🛠️*. 👫 ✊ ⚪️➡️ `app.routes`.
|
||||
|
||||
## 🔑 🔢
|
||||
|
||||
⚙️ ℹ 🔛, 👆 💪 ⚙️ 🎏 🚙 🔢 🏗 🗄 🔗 & 🔐 🔠 🍕 👈 👆 💪.
|
||||
|
||||
🖼, ➡️ 🚮 <a href="https://github.com/Rebilly/ReDoc/blob/master/docs/redoc-vendor-extensions.md#x-logo" class="external-link" target="_blank">📄 🗄 ↔ 🔌 🛃 🔱</a>.
|
||||
|
||||
### 😐 **FastAPI**
|
||||
|
||||
🥇, ✍ 🌐 👆 **FastAPI** 🈸 🛎:
|
||||
|
||||
```Python hl_lines="1 4 7-9"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### 🏗 🗄 🔗
|
||||
|
||||
⤴️, ⚙️ 🎏 🚙 🔢 🏗 🗄 🔗, 🔘 `custom_openapi()` 🔢:
|
||||
|
||||
```Python hl_lines="2 15-20"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### 🔀 🗄 🔗
|
||||
|
||||
🔜 👆 💪 🚮 📄 ↔, ❎ 🛃 `x-logo` `info` "🎚" 🗄 🔗:
|
||||
|
||||
```Python hl_lines="21-23"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### 💾 🗄 🔗
|
||||
|
||||
👆 💪 ⚙️ 🏠 `.openapi_schema` "💾", 🏪 👆 🏗 🔗.
|
||||
|
||||
👈 🌌, 👆 🈸 🏆 🚫 ✔️ 🏗 🔗 🔠 🕰 👩💻 📂 👆 🛠️ 🩺.
|
||||
|
||||
⚫️ 🔜 🏗 🕴 🕐, & ⤴️ 🎏 💾 🔗 🔜 ⚙️ ⏭ 📨.
|
||||
|
||||
```Python hl_lines="13-14 24-25"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### 🔐 👩🔬
|
||||
|
||||
🔜 👆 💪 ❎ `.openapi()` 👩🔬 ⏮️ 👆 🆕 🔢.
|
||||
|
||||
```Python hl_lines="28"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### ✅ ⚫️
|
||||
|
||||
🕐 👆 🚶 <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a> 👆 🔜 👀 👈 👆 ⚙️ 👆 🛃 🔱 (👉 🖼, **FastAPI**'Ⓜ 🔱):
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image01.png">
|
||||
@@ -1,4 +1,4 @@
|
||||
# 🔗 - 🥇 🔁
|
||||
# 🔗
|
||||
|
||||
**FastAPI** ✔️ 📶 🏋️ ✋️ 🏋️ **<abbr title="also known as components, resources, providers, services, injectables">🔗 💉</abbr>** ⚙️.
|
||||
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# 🔰 - 👩💻 🦮 - 🎶
|
||||
# 🔰 - 👩💻 🦮
|
||||
|
||||
👉 🔰 🎦 👆 ❔ ⚙️ **FastAPI** ⏮️ 🌅 🚮 ⚒, 🔁 🔁.
|
||||
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# 💂♂ 🎶
|
||||
# 💂♂
|
||||
|
||||
📤 📚 🌌 🍵 💂♂, 🤝 & ✔.
|
||||
|
||||
|
||||
@@ -1,264 +1 @@
|
||||
site_name: FastAPI
|
||||
site_description: FastAPI framework, high performance, easy to learn, fast to code, ready for production
|
||||
site_url: https://fastapi.tiangolo.com/em/
|
||||
theme:
|
||||
name: material
|
||||
custom_dir: overrides
|
||||
palette:
|
||||
- media: '(prefers-color-scheme: light)'
|
||||
scheme: default
|
||||
primary: teal
|
||||
accent: amber
|
||||
toggle:
|
||||
icon: material/lightbulb
|
||||
name: Switch to light mode
|
||||
- media: '(prefers-color-scheme: dark)'
|
||||
scheme: slate
|
||||
primary: teal
|
||||
accent: amber
|
||||
toggle:
|
||||
icon: material/lightbulb-outline
|
||||
name: Switch to dark mode
|
||||
features:
|
||||
- search.suggest
|
||||
- search.highlight
|
||||
- content.tabs.link
|
||||
icon:
|
||||
repo: fontawesome/brands/github-alt
|
||||
logo: https://fastapi.tiangolo.com/img/icon-white.svg
|
||||
favicon: https://fastapi.tiangolo.com/img/favicon.png
|
||||
language: en
|
||||
repo_name: tiangolo/fastapi
|
||||
repo_url: https://github.com/tiangolo/fastapi
|
||||
edit_uri: ''
|
||||
plugins:
|
||||
- search
|
||||
- markdownextradata:
|
||||
data: data
|
||||
nav:
|
||||
- FastAPI: index.md
|
||||
- Languages:
|
||||
- en: /
|
||||
- az: /az/
|
||||
- de: /de/
|
||||
- em: /em/
|
||||
- es: /es/
|
||||
- fa: /fa/
|
||||
- fr: /fr/
|
||||
- he: /he/
|
||||
- hy: /hy/
|
||||
- id: /id/
|
||||
- it: /it/
|
||||
- ja: /ja/
|
||||
- ko: /ko/
|
||||
- lo: /lo/
|
||||
- nl: /nl/
|
||||
- pl: /pl/
|
||||
- pt: /pt/
|
||||
- ru: /ru/
|
||||
- sq: /sq/
|
||||
- sv: /sv/
|
||||
- ta: /ta/
|
||||
- tr: /tr/
|
||||
- uk: /uk/
|
||||
- zh: /zh/
|
||||
- features.md
|
||||
- fastapi-people.md
|
||||
- python-types.md
|
||||
- 🔰 - 👩💻 🦮:
|
||||
- tutorial/index.md
|
||||
- tutorial/first-steps.md
|
||||
- tutorial/path-params.md
|
||||
- tutorial/query-params.md
|
||||
- tutorial/body.md
|
||||
- tutorial/query-params-str-validations.md
|
||||
- tutorial/path-params-numeric-validations.md
|
||||
- tutorial/body-multiple-params.md
|
||||
- tutorial/body-fields.md
|
||||
- tutorial/body-nested-models.md
|
||||
- tutorial/schema-extra-example.md
|
||||
- tutorial/extra-data-types.md
|
||||
- tutorial/cookie-params.md
|
||||
- tutorial/header-params.md
|
||||
- tutorial/response-model.md
|
||||
- tutorial/extra-models.md
|
||||
- tutorial/response-status-code.md
|
||||
- tutorial/request-forms.md
|
||||
- tutorial/request-files.md
|
||||
- tutorial/request-forms-and-files.md
|
||||
- tutorial/handling-errors.md
|
||||
- tutorial/path-operation-configuration.md
|
||||
- tutorial/encoder.md
|
||||
- tutorial/body-updates.md
|
||||
- 🔗:
|
||||
- tutorial/dependencies/index.md
|
||||
- tutorial/dependencies/classes-as-dependencies.md
|
||||
- tutorial/dependencies/sub-dependencies.md
|
||||
- tutorial/dependencies/dependencies-in-path-operation-decorators.md
|
||||
- tutorial/dependencies/global-dependencies.md
|
||||
- tutorial/dependencies/dependencies-with-yield.md
|
||||
- 💂♂:
|
||||
- tutorial/security/index.md
|
||||
- tutorial/security/first-steps.md
|
||||
- tutorial/security/get-current-user.md
|
||||
- tutorial/security/simple-oauth2.md
|
||||
- tutorial/security/oauth2-jwt.md
|
||||
- tutorial/middleware.md
|
||||
- tutorial/cors.md
|
||||
- tutorial/sql-databases.md
|
||||
- tutorial/bigger-applications.md
|
||||
- tutorial/background-tasks.md
|
||||
- tutorial/metadata.md
|
||||
- tutorial/static-files.md
|
||||
- tutorial/testing.md
|
||||
- tutorial/debugging.md
|
||||
- 🏧 👩💻 🦮:
|
||||
- advanced/index.md
|
||||
- advanced/path-operation-advanced-configuration.md
|
||||
- advanced/additional-status-codes.md
|
||||
- advanced/response-directly.md
|
||||
- advanced/custom-response.md
|
||||
- advanced/additional-responses.md
|
||||
- advanced/response-cookies.md
|
||||
- advanced/response-headers.md
|
||||
- advanced/response-change-status-code.md
|
||||
- advanced/advanced-dependencies.md
|
||||
- 🏧 💂♂:
|
||||
- advanced/security/index.md
|
||||
- advanced/security/oauth2-scopes.md
|
||||
- advanced/security/http-basic-auth.md
|
||||
- advanced/using-request-directly.md
|
||||
- advanced/dataclasses.md
|
||||
- advanced/middleware.md
|
||||
- advanced/sql-databases-peewee.md
|
||||
- advanced/async-sql-databases.md
|
||||
- advanced/nosql-databases.md
|
||||
- advanced/sub-applications.md
|
||||
- advanced/behind-a-proxy.md
|
||||
- advanced/templates.md
|
||||
- advanced/graphql.md
|
||||
- advanced/websockets.md
|
||||
- advanced/events.md
|
||||
- advanced/custom-request-and-route.md
|
||||
- advanced/testing-websockets.md
|
||||
- advanced/testing-events.md
|
||||
- advanced/testing-dependencies.md
|
||||
- advanced/testing-database.md
|
||||
- advanced/async-tests.md
|
||||
- advanced/settings.md
|
||||
- advanced/conditional-openapi.md
|
||||
- advanced/extending-openapi.md
|
||||
- advanced/openapi-callbacks.md
|
||||
- advanced/wsgi.md
|
||||
- advanced/generate-clients.md
|
||||
- async.md
|
||||
- 🛠️:
|
||||
- deployment/index.md
|
||||
- deployment/versions.md
|
||||
- deployment/https.md
|
||||
- deployment/manually.md
|
||||
- deployment/concepts.md
|
||||
- deployment/deta.md
|
||||
- deployment/server-workers.md
|
||||
- deployment/docker.md
|
||||
- project-generation.md
|
||||
- alternatives.md
|
||||
- history-design-future.md
|
||||
- external-links.md
|
||||
- benchmarks.md
|
||||
- help-fastapi.md
|
||||
- contributing.md
|
||||
- release-notes.md
|
||||
markdown_extensions:
|
||||
- toc:
|
||||
permalink: true
|
||||
- markdown.extensions.codehilite:
|
||||
guess_lang: false
|
||||
- mdx_include:
|
||||
base_path: docs
|
||||
- admonition
|
||||
- codehilite
|
||||
- extra
|
||||
- pymdownx.superfences:
|
||||
custom_fences:
|
||||
- name: mermaid
|
||||
class: mermaid
|
||||
format: !!python/name:pymdownx.superfences.fence_code_format ''
|
||||
- pymdownx.tabbed:
|
||||
alternate_style: true
|
||||
- attr_list
|
||||
- md_in_html
|
||||
extra:
|
||||
analytics:
|
||||
provider: google
|
||||
property: G-YNEVN69SC3
|
||||
social:
|
||||
- icon: fontawesome/brands/github-alt
|
||||
link: https://github.com/tiangolo/fastapi
|
||||
- icon: fontawesome/brands/discord
|
||||
link: https://discord.gg/VQjSZaeJmf
|
||||
- icon: fontawesome/brands/twitter
|
||||
link: https://twitter.com/fastapi
|
||||
- icon: fontawesome/brands/linkedin
|
||||
link: https://www.linkedin.com/in/tiangolo
|
||||
- icon: fontawesome/brands/dev
|
||||
link: https://dev.to/tiangolo
|
||||
- icon: fontawesome/brands/medium
|
||||
link: https://medium.com/@tiangolo
|
||||
- icon: fontawesome/solid/globe
|
||||
link: https://tiangolo.com
|
||||
alternate:
|
||||
- link: /
|
||||
name: en - English
|
||||
- link: /az/
|
||||
name: az
|
||||
- link: /de/
|
||||
name: de
|
||||
- link: /em/
|
||||
name: 😉
|
||||
- link: /es/
|
||||
name: es - español
|
||||
- link: /fa/
|
||||
name: fa
|
||||
- link: /fr/
|
||||
name: fr - français
|
||||
- link: /he/
|
||||
name: he
|
||||
- link: /hy/
|
||||
name: hy
|
||||
- link: /id/
|
||||
name: id
|
||||
- link: /it/
|
||||
name: it - italiano
|
||||
- link: /ja/
|
||||
name: ja - 日本語
|
||||
- link: /ko/
|
||||
name: ko - 한국어
|
||||
- link: /lo/
|
||||
name: lo - ພາສາລາວ
|
||||
- link: /nl/
|
||||
name: nl
|
||||
- link: /pl/
|
||||
name: pl
|
||||
- link: /pt/
|
||||
name: pt - português
|
||||
- link: /ru/
|
||||
name: ru - русский язык
|
||||
- link: /sq/
|
||||
name: sq - shqip
|
||||
- link: /sv/
|
||||
name: sv - svenska
|
||||
- link: /ta/
|
||||
name: ta - தமிழ்
|
||||
- link: /tr/
|
||||
name: tr - Türkçe
|
||||
- link: /uk/
|
||||
name: uk - українська мова
|
||||
- link: /zh/
|
||||
name: zh - 汉语
|
||||
extra_css:
|
||||
- https://fastapi.tiangolo.com/css/termynal.css
|
||||
- https://fastapi.tiangolo.com/css/custom.css
|
||||
extra_javascript:
|
||||
- https://fastapi.tiangolo.com/js/termynal.js
|
||||
- https://fastapi.tiangolo.com/js/custom.js
|
||||
INHERIT: ../en/mkdocs.yml
|
||||
|
||||
@@ -1,5 +1,9 @@
|
||||
articles:
|
||||
english:
|
||||
- author: Adejumo Ridwan Suleiman
|
||||
author_link: https://www.linkedin.com/in/adejumoridwan/
|
||||
link: https://medium.com/python-in-plain-english/build-an-sms-spam-classifier-serverless-database-with-faunadb-and-fastapi-23dbb275bc5b
|
||||
title: Build an SMS Spam Classifier Serverless Database with FaunaDB and FastAPI
|
||||
- author: Raf Rasenberg
|
||||
author_link: https://rafrasenberg.com/about/
|
||||
link: https://rafrasenberg.com/fastapi-lambda/
|
||||
|
||||
@@ -2,6 +2,12 @@ sponsors:
|
||||
- - login: cryptapi
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/44925437?u=61369138589bc7fee6c417f3fbd50fbd38286cc4&v=4
|
||||
url: https://github.com/cryptapi
|
||||
- login: fern-api
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/102944815?v=4
|
||||
url: https://github.com/fern-api
|
||||
- login: nanram22
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/116367316?v=4
|
||||
url: https://github.com/nanram22
|
||||
- - login: nihpo
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/1841030?u=0264956d7580f7e46687a762a7baa629f84cf97c&v=4
|
||||
url: https://github.com/nihpo
|
||||
@@ -26,48 +32,54 @@ sponsors:
|
||||
- login: VincentParedes
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/103889729?v=4
|
||||
url: https://github.com/VincentParedes
|
||||
- - login: arcticfly
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/41524992?u=03c88529a86cf51f7a380e890d84d84c71468848&v=4
|
||||
url: https://github.com/arcticfly
|
||||
- - login: getsentry
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/1396951?v=4
|
||||
url: https://github.com/getsentry
|
||||
- - login: takashi-yoneya
|
||||
- - login: acsone
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/7601056?v=4
|
||||
url: https://github.com/acsone
|
||||
- login: takashi-yoneya
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/33813153?u=2d0522bceba0b8b69adf1f2db866503bd96f944e&v=4
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||||
url: https://github.com/takashi-yoneya
|
||||
- login: mercedes-benz
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/34240465?v=4
|
||||
url: https://github.com/mercedes-benz
|
||||
- login: xoflare
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/74335107?v=4
|
||||
url: https://github.com/xoflare
|
||||
- login: marvin-robot
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/41086007?u=091c5cb75af363123d66f58194805a97220ee1a7&v=4
|
||||
url: https://github.com/marvin-robot
|
||||
- login: Flint-company
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/48908872?u=355cd3d8992d4be8173058e7000728757c55ad49&v=4
|
||||
url: https://github.com/Flint-company
|
||||
- login: BoostryJP
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/57932412?v=4
|
||||
url: https://github.com/BoostryJP
|
||||
- login: jina-ai
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/60539444?v=4
|
||||
url: https://github.com/jina-ai
|
||||
- - login: HiredScore
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/3908850?v=4
|
||||
url: https://github.com/HiredScore
|
||||
- login: Trivie
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/8161763?v=4
|
||||
url: https://github.com/Trivie
|
||||
- - login: JonasKs
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/5310116?u=98a049f3e1491bffb91e1feb7e93def6881a9389&v=4
|
||||
url: https://github.com/JonasKs
|
||||
- - login: moellenbeck
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/169372?v=4
|
||||
url: https://github.com/moellenbeck
|
||||
- login: birkjernstrom
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/281715?u=4be14b43f76b4bd497b1941309bb390250b405e6&v=4
|
||||
url: https://github.com/birkjernstrom
|
||||
- login: yasyf
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/709645?u=f36736b3c6a85f578886ecc42a740e7b436e7a01&v=4
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||||
url: https://github.com/yasyf
|
||||
- login: AccentDesign
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/2429332?v=4
|
||||
url: https://github.com/AccentDesign
|
||||
- login: RodneyU215
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/3329665?u=ec6a9adf8e7e8e306eed7d49687c398608d1604f&v=4
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||||
url: https://github.com/RodneyU215
|
||||
- login: tizz98
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/5739698?u=f095a3659e3a8e7c69ccd822696990b521ea25f9&v=4
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||||
url: https://github.com/tizz98
|
||||
- login: americanair
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/12281813?v=4
|
||||
url: https://github.com/americanair
|
||||
@@ -83,21 +95,24 @@ sponsors:
|
||||
- - login: indeedeng
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/2905043?v=4
|
||||
url: https://github.com/indeedeng
|
||||
- login: iguit0
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/12905770?u=63a1a96d1e6c27d85c4f946b84836599de047f65&v=4
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||||
url: https://github.com/iguit0
|
||||
- login: JacobKochems
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/41692189?u=a75f62ddc0d060ee6233a91e19c433d2687b8eb6&v=4
|
||||
url: https://github.com/JacobKochems
|
||||
- - login: Kludex
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=62adc405ef418f4b6c8caa93d3eb8ab107bc4927&v=4
|
||||
url: https://github.com/Kludex
|
||||
- login: samuelcolvin
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/4039449?u=807390ba9cfe23906c3bf8a0d56aaca3cf2bfa0d&v=4
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||||
avatarUrl: https://avatars.githubusercontent.com/u/4039449?u=42eb3b833047c8c4b4f647a031eaef148c16d93f&v=4
|
||||
url: https://github.com/samuelcolvin
|
||||
- login: jefftriplett
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/50527?u=af1ddfd50f6afd6d99f333ba2ac8d0a5b245ea74&v=4
|
||||
url: https://github.com/jefftriplett
|
||||
- login: medecau
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/59870?u=f9341c95adaba780828162fd4c7442357ecfcefa&v=4
|
||||
url: https://github.com/medecau
|
||||
- login: kamalgill
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/133923?u=0df9181d97436ce330e9acf90ab8a54b7022efe7&v=4
|
||||
url: https://github.com/kamalgill
|
||||
- login: jstanden
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/63288?u=c3658d57d2862c607a0e19c2101c3c51876e36ad&v=4
|
||||
url: https://github.com/jstanden
|
||||
- login: dekoza
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/210980?u=c03c78a8ae1039b500dfe343665536ebc51979b2&v=4
|
||||
url: https://github.com/dekoza
|
||||
@@ -119,9 +134,6 @@ sponsors:
|
||||
- login: jqueguiner
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/690878?u=bd65cc1f228ce6455e56dfaca3ef47c33bc7c3b0&v=4
|
||||
url: https://github.com/jqueguiner
|
||||
- login: iobruno
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/901651?u=460bc34ac298dca9870aafe3a1560a2ae789bc4a&v=4
|
||||
url: https://github.com/iobruno
|
||||
- login: tcsmith
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/989034?u=7d8d741552b3279e8f4d3878679823a705a46f8f&v=4
|
||||
url: https://github.com/tcsmith
|
||||
@@ -143,6 +155,9 @@ sponsors:
|
||||
- login: zsinx6
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/3532625?u=ba75a5dc744d1116ccfeaaf30d41cb2fe81fe8dd&v=4
|
||||
url: https://github.com/zsinx6
|
||||
- login: kennywakeland
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/3631417?u=7c8f743f1ae325dfadea7c62bbf1abd6a824fc55&v=4
|
||||
url: https://github.com/kennywakeland
|
||||
- login: aacayaco
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/3634801?u=eaadda178c964178fcb64886f6c732172c8f8219&v=4
|
||||
url: https://github.com/aacayaco
|
||||
@@ -173,6 +188,9 @@ sponsors:
|
||||
- login: iwpnd
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/6152183?u=c485eefca5c6329600cae63dd35e4f5682ce6924&v=4
|
||||
url: https://github.com/iwpnd
|
||||
- login: FernandoCelmer
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/6262214?u=ab6108a843a2fb9df0934f482375d2907609f3ff&v=4
|
||||
url: https://github.com/FernandoCelmer
|
||||
- login: simw
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/6322526?v=4
|
||||
url: https://github.com/simw
|
||||
@@ -185,12 +203,12 @@ sponsors:
|
||||
- login: Shackelford-Arden
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/7362263?v=4
|
||||
url: https://github.com/Shackelford-Arden
|
||||
- login: savannahostrowski
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/8949415?u=c3177aa099fb2b8c36aeba349278b77f9a8df211&v=4
|
||||
url: https://github.com/savannahostrowski
|
||||
- login: wdwinslow
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/11562137?u=dc01daafb354135603a263729e3d26d939c0c452&v=4
|
||||
url: https://github.com/wdwinslow
|
||||
- login: joeds13
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/13631604?u=628eb122e08bef43767b3738752b883e8e7f6259&v=4
|
||||
url: https://github.com/joeds13
|
||||
- login: dannywade
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/13680237?u=418ee985bd41577b20fde81417fb2d901e875e8a&v=4
|
||||
url: https://github.com/dannywade
|
||||
@@ -209,12 +227,6 @@ sponsors:
|
||||
- login: Filimoa
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/21352040?u=0be845711495bbd7b756e13fcaeb8efc1ebd78ba&v=4
|
||||
url: https://github.com/Filimoa
|
||||
- login: shuheng-liu
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/22414322?u=813c45f30786c6b511b21a661def025d8f7b609e&v=4
|
||||
url: https://github.com/shuheng-liu
|
||||
- login: SebTota
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/25122511?v=4
|
||||
url: https://github.com/SebTota
|
||||
- login: LarryGF
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/26148349?u=431bb34d36d41c172466252242175281ae132152&v=4
|
||||
url: https://github.com/LarryGF
|
||||
@@ -230,9 +242,6 @@ sponsors:
|
||||
- login: ygorpontelo
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/32963605?u=35f7103f9c4c4c2589ae5737ee882e9375ef072e&v=4
|
||||
url: https://github.com/ygorpontelo
|
||||
- login: AlrasheedA
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/33544979?u=7fe66bf62b47682612b222e3e8f4795ef3be769b&v=4
|
||||
url: https://github.com/AlrasheedA
|
||||
- login: ProteinQure
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/33707203?v=4
|
||||
url: https://github.com/ProteinQure
|
||||
@@ -245,6 +254,9 @@ sponsors:
|
||||
- login: thenickben
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/40610922?u=1e907d904041b7c91213951a3cb344cd37c14aaf&v=4
|
||||
url: https://github.com/thenickben
|
||||
- login: adtalos
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/40748353?v=4
|
||||
url: https://github.com/adtalos
|
||||
- login: ybressler
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/40807730?u=41e2c00f1eebe3c402635f0325e41b4e6511462c&v=4
|
||||
url: https://github.com/ybressler
|
||||
@@ -257,9 +269,6 @@ sponsors:
|
||||
- login: thisistheplace
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/57633545?u=a3f3a7f8ace8511c6c067753f6eb6aee0db11ac6&v=4
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||||
url: https://github.com/thisistheplace
|
||||
- login: A-Edge
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/59514131?v=4
|
||||
url: https://github.com/A-Edge
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/60633704?u=90a71fd631aa998ba4a96480788f017c9904e07b&v=4
|
||||
url: https://github.com/yakkonaut
|
||||
@@ -284,9 +293,9 @@ sponsors:
|
||||
- login: Dagmaara
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/115501964?v=4
|
||||
url: https://github.com/Dagmaara
|
||||
- - login: Yarden-zamir
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/8178413?u=ee177a8b0f87ea56747f4d96f34cd4e9604a8217&v=4
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||||
url: https://github.com/Yarden-zamir
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/25122511?v=4
|
||||
url: https://github.com/SebTota
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/3999221?u=b030e4c89df2f3a36bc4710b925bdeb6745c9856&v=4
|
||||
url: https://github.com/pawamoy
|
||||
@@ -318,7 +327,7 @@ sponsors:
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/861044?u=5abfca5588f3e906b31583d7ee62f6de4b68aa24&v=4
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||||
url: https://github.com/browniebroke
|
||||
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|
||||
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||||
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||||
url: https://github.com/janfilips
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/1661551?u=7036c064cf29781470573865264ec8e60b6b809f&v=4
|
||||
@@ -326,27 +335,24 @@ sponsors:
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/1825270?v=4
|
||||
url: https://github.com/my3
|
||||
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|
||||
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||||
url: https://github.com/leobiscassi
|
||||
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|
||||
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||||
url: https://github.com/cbonoz
|
||||
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|
||||
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||||
url: https://github.com/Patechoc
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/3442226?v=4
|
||||
url: https://github.com/larsvik
|
||||
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|
||||
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|
||||
url: https://github.com/anthonycorletti
|
||||
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|
||||
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||||
url: https://github.com/jonathanhle
|
||||
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|
||||
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||||
url: https://github.com/nikeee
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/4137964?u=e7e393504f554f4ff15863a1e01a5746863ef9ce&v=4
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url: https://github.com/Alisa-lisa
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/4294480?v=4
|
||||
url: https://github.com/piotrgredowski
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/4472301?v=4
|
||||
url: https://github.com/danielunderwood
|
||||
@@ -371,6 +377,9 @@ sponsors:
|
||||
- login: mattwelke
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/7719209?u=80f02a799323b1472b389b836d95957c93a6d856&v=4
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||||
url: https://github.com/mattwelke
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/7780198?v=4
|
||||
url: https://github.com/harsh183
|
||||
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|
||||
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|
||||
url: https://github.com/hcristea
|
||||
@@ -413,15 +422,15 @@ sponsors:
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/17927101?u=9261b9bb0c3e3bb1ecba43e8915dc58d8c9a077e&v=4
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||||
url: https://github.com/jangia
|
||||
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|
||||
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||||
url: https://github.com/ghandic
|
||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/22414322?u=813c45f30786c6b511b21a661def025d8f7b609e&v=4
|
||||
url: https://github.com/shuheng-liu
|
||||
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|
||||
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||||
url: https://github.com/pers0n4
|
||||
- login: kadekillary
|
||||
- login: kxzk
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/25046261?u=e185e58080090f9e678192cd214a14b14a2b232b&v=4
|
||||
url: https://github.com/kadekillary
|
||||
url: https://github.com/kxzk
|
||||
- login: hoenie-ams
|
||||
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|
||||
@@ -441,7 +450,7 @@ sponsors:
|
||||
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url: https://github.com/engineerjoe440
|
||||
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|
||||
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||||
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|
||||
- login: declon
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/36180226?v=4
|
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@@ -458,6 +467,9 @@ sponsors:
|
||||
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|
||||
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url: https://github.com/ArtyomVancyan
|
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- login: josehenriqueroveda
|
||||
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url: https://github.com/josehenriqueroveda
|
||||
- login: hgalytoby
|
||||
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||||
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|
||||
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|
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|
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|
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||||
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|
||||
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|
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||||
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|
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|
||||
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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||||
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|
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||||
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||||
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||||
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|
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|
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|
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|
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|
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|
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|
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||||
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|
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|
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|
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|
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|
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|
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|
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|
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|
||||
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|
||||
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|
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|
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|
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|
||||
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|
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|
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|
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||||
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||||
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||||
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||||
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||||
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||||
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|
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|
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|
||||
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|
||||
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|
||||
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||||
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|
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|
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|
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|
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|
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|
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|
||||
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|
||||
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||||
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|
||||
avatarUrl: https://avatars.githubusercontent.com/u/85196001?u=f8e2dc7e5104f109cef944af79050ea8d1b8f914&v=4
|
||||
url: https://github.com/Xewus
|
||||
- login: Smlep
|
||||
count: 10
|
||||
count: 11
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/16785985?v=4
|
||||
url: https://github.com/Smlep
|
||||
- login: Serrones
|
||||
@@ -275,6 +275,14 @@ top_contributors:
|
||||
count: 7
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/9651103?u=95db33927bbff1ed1c07efddeb97ac2ff33068ed&v=4
|
||||
url: https://github.com/hard-coders
|
||||
- login: Alexandrhub
|
||||
count: 7
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/119126536?u=9fc0d48f3307817bafecc5861eb2168401a6cb04&v=4
|
||||
url: https://github.com/Alexandrhub
|
||||
- login: NinaHwang
|
||||
count: 6
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/79563565?u=eee6bfe9224c71193025ab7477f4f96ceaa05c62&v=4
|
||||
url: https://github.com/NinaHwang
|
||||
- login: batlopes
|
||||
count: 6
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/33462923?u=0fb3d7acb316764616f11e4947faf080e49ad8d9&v=4
|
||||
@@ -285,7 +293,7 @@ top_contributors:
|
||||
url: https://github.com/wshayes
|
||||
- login: samuelcolvin
|
||||
count: 5
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/4039449?u=807390ba9cfe23906c3bf8a0d56aaca3cf2bfa0d&v=4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/4039449?u=42eb3b833047c8c4b4f647a031eaef148c16d93f&v=4
|
||||
url: https://github.com/samuelcolvin
|
||||
- login: SwftAlpc
|
||||
count: 5
|
||||
@@ -299,10 +307,6 @@ top_contributors:
|
||||
count: 5
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/43503750?u=f440bc9062afb3c43b9b9c6cdfdcfe31d58699ef&v=4
|
||||
url: https://github.com/ComicShrimp
|
||||
- login: NinaHwang
|
||||
count: 5
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/79563565?u=eee6bfe9224c71193025ab7477f4f96ceaa05c62&v=4
|
||||
url: https://github.com/NinaHwang
|
||||
- login: jekirl
|
||||
count: 4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/2546697?u=a027452387d85bd4a14834e19d716c99255fb3b7&v=4
|
||||
@@ -323,25 +327,37 @@ top_contributors:
|
||||
count: 4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/3360631?u=5fa1f475ad784d64eb9666bdd43cc4d285dcc773&v=4
|
||||
url: https://github.com/hitrust
|
||||
- login: JulianMaurin
|
||||
count: 4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/63545168?u=b7d15ac865268cbefc2d739e2f23d9aeeac1a622&v=4
|
||||
url: https://github.com/JulianMaurin
|
||||
- login: lsglucas
|
||||
count: 4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/61513630?u=320e43fe4dc7bc6efc64e9b8f325f8075634fd20&v=4
|
||||
url: https://github.com/lsglucas
|
||||
- login: iudeen
|
||||
count: 4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/10519440?u=2843b3303282bff8b212dcd4d9d6689452e4470c&v=4
|
||||
url: https://github.com/iudeen
|
||||
- login: axel584
|
||||
count: 4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/1334088?u=9667041f5b15dc002b6f9665fda8c0412933ac04&v=4
|
||||
url: https://github.com/axel584
|
||||
- login: ivan-abc
|
||||
count: 4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/36765187?u=c6e0ba571c1ccb6db9d94e62e4b8b5eda811a870&v=4
|
||||
url: https://github.com/ivan-abc
|
||||
top_reviewers:
|
||||
- login: Kludex
|
||||
count: 117
|
||||
count: 136
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/7353520?u=62adc405ef418f4b6c8caa93d3eb8ab107bc4927&v=4
|
||||
url: https://github.com/Kludex
|
||||
- login: BilalAlpaslan
|
||||
count: 75
|
||||
count: 79
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/47563997?u=63ed66e304fe8d765762c70587d61d9196e5c82d&v=4
|
||||
url: https://github.com/BilalAlpaslan
|
||||
- login: yezz123
|
||||
count: 74
|
||||
count: 78
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/52716203?u=d7062cbc6eb7671d5dc9cc0e32a24ae335e0f225&v=4
|
||||
url: https://github.com/yezz123
|
||||
- login: tokusumi
|
||||
@@ -356,18 +372,22 @@ top_reviewers:
|
||||
count: 47
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/59285379?v=4
|
||||
url: https://github.com/Laineyzhang55
|
||||
- login: iudeen
|
||||
count: 46
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/10519440?u=2843b3303282bff8b212dcd4d9d6689452e4470c&v=4
|
||||
url: https://github.com/iudeen
|
||||
- login: ycd
|
||||
count: 45
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/62724709?u=bba5af018423a2858d49309bed2a899bb5c34ac5&v=4
|
||||
url: https://github.com/ycd
|
||||
- login: iudeen
|
||||
count: 44
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/10519440?u=2843b3303282bff8b212dcd4d9d6689452e4470c&v=4
|
||||
url: https://github.com/iudeen
|
||||
- login: cikay
|
||||
count: 41
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/24587499?u=e772190a051ab0eaa9c8542fcff1892471638f2b&v=4
|
||||
url: https://github.com/cikay
|
||||
- login: Xewus
|
||||
count: 38
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/85196001?u=f8e2dc7e5104f109cef944af79050ea8d1b8f914&v=4
|
||||
url: https://github.com/Xewus
|
||||
- login: JarroVGIT
|
||||
count: 34
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/13659033?u=e8bea32d07a5ef72f7dde3b2079ceb714923ca05&v=4
|
||||
@@ -376,10 +396,6 @@ top_reviewers:
|
||||
count: 33
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/1024932?u=b2ea249c6b41ddf98679c8d110d0f67d4a3ebf93&v=4
|
||||
url: https://github.com/AdrianDeAnda
|
||||
- login: Xewus
|
||||
count: 32
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/85196001?u=f8e2dc7e5104f109cef944af79050ea8d1b8f914&v=4
|
||||
url: https://github.com/Xewus
|
||||
- login: ArcLightSlavik
|
||||
count: 31
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/31127044?u=b0f2c37142f4b762e41ad65dc49581813422bd71&v=4
|
||||
@@ -396,18 +412,18 @@ top_reviewers:
|
||||
count: 26
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/61513630?u=320e43fe4dc7bc6efc64e9b8f325f8075634fd20&v=4
|
||||
url: https://github.com/lsglucas
|
||||
- login: LorhanSohaky
|
||||
count: 24
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/16273730?u=095b66f243a2cd6a0aadba9a095009f8aaf18393&v=4
|
||||
url: https://github.com/LorhanSohaky
|
||||
- login: Ryandaydev
|
||||
count: 24
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/4292423?u=809f3d1074d04bbc28012a7f17f06ea56f5bd71a&v=4
|
||||
url: https://github.com/Ryandaydev
|
||||
- login: dmontagu
|
||||
count: 23
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/35119617?u=58ed2a45798a4339700e2f62b2e12e6e54bf0396&v=4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/35119617?u=540f30c937a6450812628b9592a1dfe91bbe148e&v=4
|
||||
url: https://github.com/dmontagu
|
||||
- login: LorhanSohaky
|
||||
count: 23
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/16273730?u=095b66f243a2cd6a0aadba9a095009f8aaf18393&v=4
|
||||
url: https://github.com/LorhanSohaky
|
||||
- login: rjNemo
|
||||
count: 21
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/56785022?u=d5c3a02567c8649e146fcfc51b6060ccaf8adef8&v=4
|
||||
@@ -418,7 +434,7 @@ top_reviewers:
|
||||
url: https://github.com/hard-coders
|
||||
- login: odiseo0
|
||||
count: 20
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/87550035?u=2da05dab6cc8e1ade557801634760a56e4101796&v=4
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/87550035?u=241a71f6b7068738b81af3e57f45ffd723538401&v=4
|
||||
url: https://github.com/odiseo0
|
||||
- login: 0417taehyun
|
||||
count: 19
|
||||
@@ -440,6 +456,10 @@ top_reviewers:
|
||||
count: 16
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/52768429?u=6a3aa15277406520ad37f6236e89466ed44bc5b8&v=4
|
||||
url: https://github.com/SwftAlpc
|
||||
- login: axel584
|
||||
count: 16
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/1334088?u=9667041f5b15dc002b6f9665fda8c0412933ac04&v=4
|
||||
url: https://github.com/axel584
|
||||
- login: DevDae
|
||||
count: 16
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/87962045?u=08e10fa516e844934f4b3fc7c38b33c61697e4a1&v=4
|
||||
@@ -452,6 +472,10 @@ top_reviewers:
|
||||
count: 15
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/63476957?u=6c86e59b48e0394d4db230f37fc9ad4d7e2c27c7&v=4
|
||||
url: https://github.com/delhi09
|
||||
- login: Alexandrhub
|
||||
count: 15
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/119126536?u=9fc0d48f3307817bafecc5861eb2168401a6cb04&v=4
|
||||
url: https://github.com/Alexandrhub
|
||||
- login: sh0nk
|
||||
count: 13
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/6478810?u=af15d724875cec682ed8088a86d36b2798f981c0&v=4
|
||||
@@ -468,14 +492,18 @@ top_reviewers:
|
||||
count: 12
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/31848542?u=494ecc298e3f26197495bb357ad0f57cfd5f7a32&v=4
|
||||
url: https://github.com/RunningIkkyu
|
||||
- login: axel584
|
||||
- login: ivan-abc
|
||||
count: 12
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/1334088?u=9667041f5b15dc002b6f9665fda8c0412933ac04&v=4
|
||||
url: https://github.com/axel584
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/36765187?u=c6e0ba571c1ccb6db9d94e62e4b8b5eda811a870&v=4
|
||||
url: https://github.com/ivan-abc
|
||||
- login: solomein-sv
|
||||
count: 11
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/46193920?u=789927ee09cfabd752d3bd554fa6baf4850d2777&v=4
|
||||
url: https://github.com/solomein-sv
|
||||
- login: wdh99
|
||||
count: 11
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/108172295?u=8a8fb95d5afe3e0fa33257b2aecae88d436249eb&v=4
|
||||
url: https://github.com/wdh99
|
||||
- login: mariacamilagl
|
||||
count: 10
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/11489395?u=4adb6986bf3debfc2b8216ae701f2bd47d73da7d&v=4
|
||||
@@ -496,10 +524,6 @@ top_reviewers:
|
||||
count: 10
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/43503750?u=f440bc9062afb3c43b9b9c6cdfdcfe31d58699ef&v=4
|
||||
url: https://github.com/ComicShrimp
|
||||
- login: Alexandrhub
|
||||
count: 10
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/119126536?u=9fc0d48f3307817bafecc5861eb2168401a6cb04&v=4
|
||||
url: https://github.com/Alexandrhub
|
||||
- login: izaguerreiro
|
||||
count: 9
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/2241504?v=4
|
||||
@@ -520,11 +544,3 @@ top_reviewers:
|
||||
count: 9
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/69092910?u=4ac58eab99bd37d663f3d23551df96d4fbdbf760&v=4
|
||||
url: https://github.com/bezaca
|
||||
- login: oandersonmagalhaes
|
||||
count: 9
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/83456692?v=4
|
||||
url: https://github.com/oandersonmagalhaes
|
||||
- login: NinaHwang
|
||||
count: 9
|
||||
avatarUrl: https://avatars.githubusercontent.com/u/79563565?u=eee6bfe9224c71193025ab7477f4f96ceaa05c62&v=4
|
||||
url: https://github.com/NinaHwang
|
||||
|
||||
@@ -5,6 +5,12 @@ gold:
|
||||
- url: https://platform.sh/try-it-now/?utm_source=fastapi-signup&utm_medium=banner&utm_campaign=FastAPI-signup-June-2023
|
||||
title: "Build, run and scale your apps on a modern, reliable, and secure PaaS."
|
||||
img: https://fastapi.tiangolo.com/img/sponsors/platform-sh.png
|
||||
- url: https://www.buildwithfern.com/?utm_source=tiangolo&utm_medium=website&utm_campaign=main-badge
|
||||
title: Fern | SDKs and API docs
|
||||
img: https://fastapi.tiangolo.com/img/sponsors/fern.svg
|
||||
- url: https://www.porter.run
|
||||
title: Deploy FastAPI on AWS with a few clicks
|
||||
img: https://fastapi.tiangolo.com/img/sponsors/porter.png
|
||||
silver:
|
||||
- url: https://www.deta.sh/?ref=fastapi
|
||||
title: The launchpad for all your (team's) ideas
|
||||
@@ -27,6 +33,9 @@ silver:
|
||||
- url: https://databento.com/
|
||||
title: Pay as you go for market data
|
||||
img: https://fastapi.tiangolo.com/img/sponsors/databento.svg
|
||||
- url: https://speakeasyapi.dev?utm_source=fastapi+repo&utm_medium=github+sponsorship
|
||||
title: SDKs for your API | Speakeasy
|
||||
img: https://fastapi.tiangolo.com/img/sponsors/speakeasy.png
|
||||
bronze:
|
||||
- url: https://www.exoflare.com/open-source/?utm_source=FastAPI&utm_campaign=open_source
|
||||
title: Biosecurity risk assessments made easy.
|
||||
@@ -34,3 +43,6 @@ bronze:
|
||||
- url: https://www.flint.sh
|
||||
title: IT expertise, consulting and development by passionate people
|
||||
img: https://fastapi.tiangolo.com/img/sponsors/flint.png
|
||||
- url: https://bit.ly/3JJ7y5C
|
||||
title: Build cross-modal and multimodal applications on the cloud
|
||||
img: https://fastapi.tiangolo.com/img/sponsors/jina2.svg
|
||||
|
||||
@@ -17,3 +17,6 @@ logins:
|
||||
- databento-bot
|
||||
- nanram22
|
||||
- Flint-company
|
||||
- porter-dev
|
||||
- fern-api
|
||||
- ndimares
|
||||
|
||||
@@ -236,5 +236,5 @@ For example:
|
||||
|
||||
To see what exactly you can include in the responses, you can check these sections in the OpenAPI specification:
|
||||
|
||||
* <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.2.md#responsesObject" class="external-link" target="_blank">OpenAPI Responses Object</a>, it includes the `Response Object`.
|
||||
* <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.2.md#responseObject" class="external-link" target="_blank">OpenAPI Response Object</a>, you can include anything from this directly in each response inside your `responses` parameter. Including `description`, `headers`, `content` (inside of this is that you declare different media types and JSON Schemas), and `links`.
|
||||
* <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.1.0.md#responsesObject" class="external-link" target="_blank">OpenAPI Responses Object</a>, it includes the `Response Object`.
|
||||
* <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.1.0.md#responseObject" class="external-link" target="_blank">OpenAPI Response Object</a>, you can include anything from this directly in each response inside your `responses` parameter. Including `description`, `headers`, `content` (inside of this is that you declare different media types and JSON Schemas), and `links`.
|
||||
|
||||
@@ -46,7 +46,7 @@ The docs UI would also need the OpenAPI schema to declare that this API `server`
|
||||
|
||||
```JSON hl_lines="4-8"
|
||||
{
|
||||
"openapi": "3.0.2",
|
||||
"openapi": "3.1.0",
|
||||
// More stuff here
|
||||
"servers": [
|
||||
{
|
||||
@@ -298,7 +298,7 @@ Will generate an OpenAPI schema like:
|
||||
|
||||
```JSON hl_lines="5-7"
|
||||
{
|
||||
"openapi": "3.0.2",
|
||||
"openapi": "3.1.0",
|
||||
// More stuff here
|
||||
"servers": [
|
||||
{
|
||||
|
||||
@@ -1,314 +0,0 @@
|
||||
# Extending OpenAPI
|
||||
|
||||
!!! warning
|
||||
This is a rather advanced feature. You probably can skip it.
|
||||
|
||||
If you are just following the tutorial - user guide, you can probably skip this section.
|
||||
|
||||
If you already know that you need to modify the generated OpenAPI schema, continue reading.
|
||||
|
||||
There are some cases where you might need to modify the generated OpenAPI schema.
|
||||
|
||||
In this section you will see how.
|
||||
|
||||
## The normal process
|
||||
|
||||
The normal (default) process, is as follows.
|
||||
|
||||
A `FastAPI` application (instance) has an `.openapi()` method that is expected to return the OpenAPI schema.
|
||||
|
||||
As part of the application object creation, a *path operation* for `/openapi.json` (or for whatever you set your `openapi_url`) is registered.
|
||||
|
||||
It just returns a JSON response with the result of the application's `.openapi()` method.
|
||||
|
||||
By default, what the method `.openapi()` does is check the property `.openapi_schema` to see if it has contents and return them.
|
||||
|
||||
If it doesn't, it generates them using the utility function at `fastapi.openapi.utils.get_openapi`.
|
||||
|
||||
And that function `get_openapi()` receives as parameters:
|
||||
|
||||
* `title`: The OpenAPI title, shown in the docs.
|
||||
* `version`: The version of your API, e.g. `2.5.0`.
|
||||
* `openapi_version`: The version of the OpenAPI specification used. By default, the latest: `3.0.2`.
|
||||
* `description`: The description of your API.
|
||||
* `routes`: A list of routes, these are each of the registered *path operations*. They are taken from `app.routes`.
|
||||
|
||||
## Overriding the defaults
|
||||
|
||||
Using the information above, you can use the same utility function to generate the OpenAPI schema and override each part that you need.
|
||||
|
||||
For example, let's add <a href="https://github.com/Rebilly/ReDoc/blob/master/docs/redoc-vendor-extensions.md#x-logo" class="external-link" target="_blank">ReDoc's OpenAPI extension to include a custom logo</a>.
|
||||
|
||||
### Normal **FastAPI**
|
||||
|
||||
First, write all your **FastAPI** application as normally:
|
||||
|
||||
```Python hl_lines="1 4 7-9"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Generate the OpenAPI schema
|
||||
|
||||
Then, use the same utility function to generate the OpenAPI schema, inside a `custom_openapi()` function:
|
||||
|
||||
```Python hl_lines="2 15-20"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Modify the OpenAPI schema
|
||||
|
||||
Now you can add the ReDoc extension, adding a custom `x-logo` to the `info` "object" in the OpenAPI schema:
|
||||
|
||||
```Python hl_lines="21-23"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Cache the OpenAPI schema
|
||||
|
||||
You can use the property `.openapi_schema` as a "cache", to store your generated schema.
|
||||
|
||||
That way, your application won't have to generate the schema every time a user opens your API docs.
|
||||
|
||||
It will be generated only once, and then the same cached schema will be used for the next requests.
|
||||
|
||||
```Python hl_lines="13-14 24-25"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Override the method
|
||||
|
||||
Now you can replace the `.openapi()` method with your new function.
|
||||
|
||||
```Python hl_lines="28"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Check it
|
||||
|
||||
Once you go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a> you will see that you are using your custom logo (in this example, **FastAPI**'s logo):
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image01.png">
|
||||
|
||||
## Self-hosting JavaScript and CSS for docs
|
||||
|
||||
The API docs use **Swagger UI** and **ReDoc**, and each of those need some JavaScript and CSS files.
|
||||
|
||||
By default, those files are served from a <abbr title="Content Delivery Network: A service, normally composed of several servers, that provides static files, like JavaScript and CSS. It's commonly used to serve those files from the server closer to the client, improving performance.">CDN</abbr>.
|
||||
|
||||
But it's possible to customize it, you can set a specific CDN, or serve the files yourself.
|
||||
|
||||
That's useful, for example, if you need your app to keep working even while offline, without open Internet access, or in a local network.
|
||||
|
||||
Here you'll see how to serve those files yourself, in the same FastAPI app, and configure the docs to use them.
|
||||
|
||||
### Project file structure
|
||||
|
||||
Let's say your project file structure looks like this:
|
||||
|
||||
```
|
||||
.
|
||||
├── app
|
||||
│ ├── __init__.py
|
||||
│ ├── main.py
|
||||
```
|
||||
|
||||
Now create a directory to store those static files.
|
||||
|
||||
Your new file structure could look like this:
|
||||
|
||||
```
|
||||
.
|
||||
├── app
|
||||
│ ├── __init__.py
|
||||
│ ├── main.py
|
||||
└── static/
|
||||
```
|
||||
|
||||
### Download the files
|
||||
|
||||
Download the static files needed for the docs and put them on that `static/` directory.
|
||||
|
||||
You can probably right-click each link and select an option similar to `Save link as...`.
|
||||
|
||||
**Swagger UI** uses the files:
|
||||
|
||||
* <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@4/swagger-ui.css" class="external-link" target="_blank">`swagger-ui.css`</a>
|
||||
|
||||
And **ReDoc** uses the file:
|
||||
|
||||
* <a href="https://cdn.jsdelivr.net/npm/redoc@next/bundles/redoc.standalone.js" class="external-link" target="_blank">`redoc.standalone.js`</a>
|
||||
|
||||
After that, your file structure could look like:
|
||||
|
||||
```
|
||||
.
|
||||
├── app
|
||||
│ ├── __init__.py
|
||||
│ ├── main.py
|
||||
└── static
|
||||
├── redoc.standalone.js
|
||||
├── swagger-ui-bundle.js
|
||||
└── swagger-ui.css
|
||||
```
|
||||
|
||||
### Serve the static files
|
||||
|
||||
* Import `StaticFiles`.
|
||||
* "Mount" a `StaticFiles()` instance in a specific path.
|
||||
|
||||
```Python hl_lines="7 11"
|
||||
{!../../../docs_src/extending_openapi/tutorial002.py!}
|
||||
```
|
||||
|
||||
### Test the static files
|
||||
|
||||
Start your application and go to <a href="http://127.0.0.1:8000/static/redoc.standalone.js" class="external-link" target="_blank">http://127.0.0.1:8000/static/redoc.standalone.js</a>.
|
||||
|
||||
You should see a very long JavaScript file for **ReDoc**.
|
||||
|
||||
It could start with something like:
|
||||
|
||||
```JavaScript
|
||||
/*!
|
||||
* ReDoc - OpenAPI/Swagger-generated API Reference Documentation
|
||||
* -------------------------------------------------------------
|
||||
* Version: "2.0.0-rc.18"
|
||||
* Repo: https://github.com/Redocly/redoc
|
||||
*/
|
||||
!function(e,t){"object"==typeof exports&&"object"==typeof m
|
||||
|
||||
...
|
||||
```
|
||||
|
||||
That confirms that you are being able to serve static files from your app, and that you placed the static files for the docs in the correct place.
|
||||
|
||||
Now we can configure the app to use those static files for the docs.
|
||||
|
||||
### Disable the automatic docs
|
||||
|
||||
The first step is to disable the automatic docs, as those use the CDN by default.
|
||||
|
||||
To disable them, set their URLs to `None` when creating your `FastAPI` app:
|
||||
|
||||
```Python hl_lines="9"
|
||||
{!../../../docs_src/extending_openapi/tutorial002.py!}
|
||||
```
|
||||
|
||||
### Include the custom docs
|
||||
|
||||
Now you can create the *path operations* for the custom docs.
|
||||
|
||||
You can re-use FastAPI's internal functions to create the HTML pages for the docs, and pass them the needed arguments:
|
||||
|
||||
* `openapi_url`: the URL where the HTML page for the docs can get the OpenAPI schema for your API. You can use here the attribute `app.openapi_url`.
|
||||
* `title`: the title of your API.
|
||||
* `oauth2_redirect_url`: you can use `app.swagger_ui_oauth2_redirect_url` here to use the default.
|
||||
* `swagger_js_url`: the URL where the HTML for your Swagger UI docs can get the **JavaScript** file. This is the one that your own app is now serving.
|
||||
* `swagger_css_url`: the URL where the HTML for your Swagger UI docs can get the **CSS** file. This is the one that your own app is now serving.
|
||||
|
||||
And similarly for ReDoc...
|
||||
|
||||
```Python hl_lines="2-6 14-22 25-27 30-36"
|
||||
{!../../../docs_src/extending_openapi/tutorial002.py!}
|
||||
```
|
||||
|
||||
!!! tip
|
||||
The *path operation* for `swagger_ui_redirect` is a helper for when you use OAuth2.
|
||||
|
||||
If you integrate your API with an OAuth2 provider, you will be able to authenticate and come back to the API docs with the acquired credentials. And interact with it using the real OAuth2 authentication.
|
||||
|
||||
Swagger UI will handle it behind the scenes for you, but it needs this "redirect" helper.
|
||||
|
||||
### Create a *path operation* to test it
|
||||
|
||||
Now, to be able to test that everything works, create a *path operation*:
|
||||
|
||||
```Python hl_lines="39-41"
|
||||
{!../../../docs_src/extending_openapi/tutorial002.py!}
|
||||
```
|
||||
|
||||
### Test it
|
||||
|
||||
Now, you should be able to disconnect your WiFi, go to your docs at <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>, and reload the page.
|
||||
|
||||
And even without Internet, you would be able to see the docs for your API and interact with it.
|
||||
|
||||
## Configuring Swagger UI
|
||||
|
||||
You can configure some extra <a href="https://swagger.io/docs/open-source-tools/swagger-ui/usage/configuration" class="external-link" target="_blank">Swagger UI parameters</a>.
|
||||
|
||||
To configure them, pass the `swagger_ui_parameters` argument when creating the `FastAPI()` app object or to the `get_swagger_ui_html()` function.
|
||||
|
||||
`swagger_ui_parameters` receives a dictionary with the configurations passed to Swagger UI directly.
|
||||
|
||||
FastAPI converts the configurations to **JSON** to make them compatible with JavaScript, as that's what Swagger UI needs.
|
||||
|
||||
### Disable Syntax Highlighting
|
||||
|
||||
For example, you could disable syntax highlighting in Swagger UI.
|
||||
|
||||
Without changing the settings, syntax highlighting is enabled by default:
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image02.png">
|
||||
|
||||
But you can disable it by setting `syntaxHighlight` to `False`:
|
||||
|
||||
```Python hl_lines="3"
|
||||
{!../../../docs_src/extending_openapi/tutorial003.py!}
|
||||
```
|
||||
|
||||
...and then Swagger UI won't show the syntax highlighting anymore:
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image03.png">
|
||||
|
||||
### Change the Theme
|
||||
|
||||
The same way you could set the syntax highlighting theme with the key `"syntaxHighlight.theme"` (notice that it has a dot in the middle):
|
||||
|
||||
```Python hl_lines="3"
|
||||
{!../../../docs_src/extending_openapi/tutorial004.py!}
|
||||
```
|
||||
|
||||
That configuration would change the syntax highlighting color theme:
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image04.png">
|
||||
|
||||
### Change Default Swagger UI Parameters
|
||||
|
||||
FastAPI includes some default configuration parameters appropriate for most of the use cases.
|
||||
|
||||
It includes these default configurations:
|
||||
|
||||
```Python
|
||||
{!../../../fastapi/openapi/docs.py[ln:7-13]!}
|
||||
```
|
||||
|
||||
You can override any of them by setting a different value in the argument `swagger_ui_parameters`.
|
||||
|
||||
For example, to disable `deepLinking` you could pass these settings to `swagger_ui_parameters`:
|
||||
|
||||
```Python hl_lines="3"
|
||||
{!../../../docs_src/extending_openapi/tutorial005.py!}
|
||||
```
|
||||
|
||||
### Other Swagger UI Parameters
|
||||
|
||||
To see all the other possible configurations you can use, read the official <a href="https://swagger.io/docs/open-source-tools/swagger-ui/usage/configuration" class="external-link" target="_blank">docs for Swagger UI parameters</a>.
|
||||
|
||||
### JavaScript-only settings
|
||||
|
||||
Swagger UI also allows other configurations to be **JavaScript-only** objects (for example, JavaScript functions).
|
||||
|
||||
FastAPI also includes these JavaScript-only `presets` settings:
|
||||
|
||||
```JavaScript
|
||||
presets: [
|
||||
SwaggerUIBundle.presets.apis,
|
||||
SwaggerUIBundle.SwaggerUIStandalonePreset
|
||||
]
|
||||
```
|
||||
|
||||
These are **JavaScript** objects, not strings, so you can't pass them from Python code directly.
|
||||
|
||||
If you need to use JavaScript-only configurations like those, you can use one of the methods above. Override all the Swagger UI *path operation* and manually write any JavaScript you need.
|
||||
@@ -12,6 +12,19 @@ A common tool is <a href="https://openapi-generator.tech/" class="external-link"
|
||||
|
||||
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>.
|
||||
|
||||
## Client and SDK Generators - Sponsor
|
||||
|
||||
There are also some **company-backed** Client and SDK generators based on OpenAPI (FastAPI), in some cases they can offer you **additional features** on top of high-quality generated SDKs/clients.
|
||||
|
||||
Some of them also ✨ [**sponsor FastAPI**](../help-fastapi.md#sponsor-the-author){.internal-link target=_blank} ✨, this ensures the continued and healthy **development** of FastAPI and its **ecosystem**.
|
||||
|
||||
And it shows their true commitment to FastAPI and its **community** (you), as they not only want to provide you a **good service** but also want to make sure you have a **good and healthy framework**, FastAPI. 🙇
|
||||
|
||||
You might want to try their services and follow their guides:
|
||||
|
||||
* <a href="https://www.buildwithfern.com/?utm_source=tiangolo&utm_medium=website&utm_campaign=docs-generate-clients" class="external-link" target="_blank">Fern</a>
|
||||
* <a href="https://speakeasyapi.dev/?utm_source=fastapi+repo&utm_medium=github+sponsorship" class="external-link" target="_blank">Speakeasy</a>
|
||||
|
||||
## Generate a TypeScript Frontend Client
|
||||
|
||||
Let's start with a simple FastAPI application:
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Advanced User Guide - Intro
|
||||
# Advanced User Guide
|
||||
|
||||
## Additional Features
|
||||
|
||||
@@ -17,8 +17,17 @@ You could still use most of the features in **FastAPI** with the knowledge from
|
||||
|
||||
And the next sections assume you already read it, and assume that you know those main ideas.
|
||||
|
||||
## TestDriven.io course
|
||||
## External Courses
|
||||
|
||||
If you would like to take an advanced-beginner course to complement this section of the docs, you might want to check: <a href="https://testdriven.io/courses/tdd-fastapi/" class="external-link" target="_blank">Test-Driven Development with FastAPI and Docker</a> by **TestDriven.io**.
|
||||
Although the [Tutorial - User Guide](../tutorial/){.internal-link target=_blank} and this **Advanced User Guide** are written as a guided tutorial (like a book) and should be enough for you to **learn FastAPI**, you might want to complement it with additional courses.
|
||||
|
||||
They are currently donating 10% of all profits to the development of **FastAPI**. 🎉 😄
|
||||
Or it might be the case that you just prefer to take other courses because they adapt better to your learning style.
|
||||
|
||||
Some course providers ✨ [**sponsor FastAPI**](../help-fastapi.md#sponsor-the-author){.internal-link target=_blank} ✨, this ensures the continued and healthy **development** of FastAPI and its **ecosystem**.
|
||||
|
||||
And it shows their true commitment to FastAPI and its **community** (you), as they not only want to provide you a **good learning experience** but also want to make sure you have a **good and healthy framework**, FastAPI. 🙇
|
||||
|
||||
You might want to try their courses:
|
||||
|
||||
* <a href="https://training.talkpython.fm/fastapi-courses" class="external-link" target="_blank">Talk Python Training</a>
|
||||
* <a href="https://testdriven.io/courses/tdd-fastapi/" class="external-link" target="_blank">Test-Driven Development</a>
|
||||
|
||||
@@ -103,11 +103,11 @@ It should look just like a normal FastAPI *path operation*:
|
||||
There are 2 main differences from a normal *path operation*:
|
||||
|
||||
* It doesn't need to have any actual code, because your app will never call this code. It's only used to document the *external API*. So, the function could just have `pass`.
|
||||
* The *path* can contain an <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.2.md#key-expression" class="external-link" target="_blank">OpenAPI 3 expression</a> (see more below) where it can use variables with parameters and parts of the original request sent to *your API*.
|
||||
* The *path* can contain an <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.1.0.md#key-expression" class="external-link" target="_blank">OpenAPI 3 expression</a> (see more below) where it can use variables with parameters and parts of the original request sent to *your API*.
|
||||
|
||||
### The callback path expression
|
||||
|
||||
The callback *path* can have an <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.2.md#key-expression" class="external-link" target="_blank">OpenAPI 3 expression</a> that can contain parts of the original request sent to *your API*.
|
||||
The callback *path* can have an <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.1.0.md#key-expression" class="external-link" target="_blank">OpenAPI 3 expression</a> that can contain parts of the original request sent to *your API*.
|
||||
|
||||
In this case, it's the `str`:
|
||||
|
||||
|
||||
51
docs/en/docs/advanced/openapi-webhooks.md
Normal file
@@ -0,0 +1,51 @@
|
||||
# OpenAPI Webhooks
|
||||
|
||||
There are cases where you want to tell your API **users** that your app could call *their* app (sending a request) with some data, normally to **notify** of some type of **event**.
|
||||
|
||||
This means that instead of the normal process of your users sending requests to your API, it's **your API** (or your app) that could **send requests to their system** (to their API, their app).
|
||||
|
||||
This is normally called a **webhook**.
|
||||
|
||||
## Webhooks steps
|
||||
|
||||
The process normally is that **you define** in your code what is the message that you will send, the **body of the request**.
|
||||
|
||||
You also define in some way at which **moments** your app will send those requests or events.
|
||||
|
||||
And **your users** define in some way (for example in a web dashboard somewhere) the **URL** where your app should send those requests.
|
||||
|
||||
All the **logic** about how to register the URLs for webhooks and the code to actually send those requests is up to you. You write it however you want to in **your own code**.
|
||||
|
||||
## Documenting webhooks with **FastAPI** and OpenAPI
|
||||
|
||||
With **FastAPI**, using OpenAPI, you can define the names of these webhooks, the types of HTTP operations that your app can send (e.g. `POST`, `PUT`, etc.) and the request **bodies** that your app would send.
|
||||
|
||||
This can make it a lot easier for your users to **implement their APIs** to receive your **webhook** requests, they might even be able to autogenerate some of their own API code.
|
||||
|
||||
!!! info
|
||||
Webhooks are available in OpenAPI 3.1.0 and above, supported by FastAPI `0.99.0` and above.
|
||||
|
||||
## An app with webhooks
|
||||
|
||||
When you create a **FastAPI** application, there is a `webhooks` attribute that you can use to define *webhooks*, the same way you would define *path operations*, for example with `@app.webhooks.post()`.
|
||||
|
||||
```Python hl_lines="9-13 36-53"
|
||||
{!../../../docs_src/openapi_webhooks/tutorial001.py!}
|
||||
```
|
||||
|
||||
The webhooks that you define will end up in the **OpenAPI** schema and the automatic **docs UI**.
|
||||
|
||||
!!! info
|
||||
The `app.webhooks` object is actually just an `APIRouter`, the same type you would use when structuring your app with multiple files.
|
||||
|
||||
Notice that with webhooks you are actually not declaring a *path* (like `/items/`), the text you pass there is just an **identifier** of the webhook (the name of the event), for example in `@app.webhooks.post("new-subscription")`, the webhook name is `new-subscription`.
|
||||
|
||||
This is because it is expected that **your users** would define the actual **URL path** where they want to receive the webhook request in some other way (e.g. a web dashboard).
|
||||
|
||||
### Check the docs
|
||||
|
||||
Now you can start your app with Uvicorn and go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
|
||||
|
||||
You will see your docs have the normal *path operations* and now also some **webhooks**:
|
||||
|
||||
<img src="/img/tutorial/openapi-webhooks/image01.png">
|
||||
@@ -97,7 +97,7 @@ And if you see the resulting OpenAPI (at `/openapi.json` in your API), you will
|
||||
|
||||
```JSON hl_lines="22"
|
||||
{
|
||||
"openapi": "3.0.2",
|
||||
"openapi": "3.1.0",
|
||||
"info": {
|
||||
"title": "FastAPI",
|
||||
"version": "0.1.0"
|
||||
@@ -150,9 +150,20 @@ And you could do this even if the data type in the request is not JSON.
|
||||
|
||||
For example, in this application we don't use FastAPI's integrated functionality to extract the JSON Schema from Pydantic models nor the automatic validation for JSON. In fact, we are declaring the request content type as YAML, not JSON:
|
||||
|
||||
```Python hl_lines="17-22 24"
|
||||
{!../../../docs_src/path_operation_advanced_configuration/tutorial007.py!}
|
||||
```
|
||||
=== "Pydantic v2"
|
||||
|
||||
```Python hl_lines="17-22 24"
|
||||
{!> ../../../docs_src/path_operation_advanced_configuration/tutorial007.py!}
|
||||
```
|
||||
|
||||
=== "Pydantic v1"
|
||||
|
||||
```Python hl_lines="17-22 24"
|
||||
{!> ../../../docs_src/path_operation_advanced_configuration/tutorial007_pv1.py!}
|
||||
```
|
||||
|
||||
!!! info
|
||||
In Pydantic version 1 the method to get the JSON Schema for a model was called `Item.schema()`, in Pydantic version 2, the method is called `Item.model_schema_json()`.
|
||||
|
||||
Nevertheless, although we are not using the default integrated functionality, we are still using a Pydantic model to manually generate the JSON Schema for the data that we want to receive in YAML.
|
||||
|
||||
@@ -160,9 +171,20 @@ Then we use the request directly, and extract the body as `bytes`. This means th
|
||||
|
||||
And then in our code, we parse that YAML content directly, and then we are again using the same Pydantic model to validate the YAML content:
|
||||
|
||||
```Python hl_lines="26-33"
|
||||
{!../../../docs_src/path_operation_advanced_configuration/tutorial007.py!}
|
||||
```
|
||||
=== "Pydantic v2"
|
||||
|
||||
```Python hl_lines="26-33"
|
||||
{!> ../../../docs_src/path_operation_advanced_configuration/tutorial007.py!}
|
||||
```
|
||||
|
||||
=== "Pydantic v1"
|
||||
|
||||
```Python hl_lines="26-33"
|
||||
{!> ../../../docs_src/path_operation_advanced_configuration/tutorial007_pv1.py!}
|
||||
```
|
||||
|
||||
!!! info
|
||||
In Pydantic version 1 the method to parse and validate an object was `Item.parse_obj()`, in Pydantic version 2, the method is called `Item.model_validate()`.
|
||||
|
||||
!!! tip
|
||||
Here we re-use the same Pydantic model.
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Advanced Security - Intro
|
||||
# Advanced Security
|
||||
|
||||
## Additional Features
|
||||
|
||||
|
||||
@@ -125,7 +125,34 @@ That means that any value read in Python from an environment variable will be a
|
||||
|
||||
## Pydantic `Settings`
|
||||
|
||||
Fortunately, Pydantic provides a great utility to handle these settings coming from environment variables with <a href="https://pydantic-docs.helpmanual.io/usage/settings/" class="external-link" target="_blank">Pydantic: Settings management</a>.
|
||||
Fortunately, Pydantic provides a great utility to handle these settings coming from environment variables with <a href="https://docs.pydantic.dev/latest/usage/pydantic_settings/" class="external-link" target="_blank">Pydantic: Settings management</a>.
|
||||
|
||||
### Install `pydantic-settings`
|
||||
|
||||
First, install the `pydantic-settings` package:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ pip install pydantic-settings
|
||||
---> 100%
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
It also comes included when you install the `all` extras with:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ pip install "fastapi[all]"
|
||||
---> 100%
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
!!! info
|
||||
In Pydantic v1 it came included with the main package. Now it is distributed as this independent package so that you can choose to install it or not if you don't need that functionality.
|
||||
|
||||
### Create the `Settings` object
|
||||
|
||||
@@ -135,9 +162,20 @@ The same way as with Pydantic models, you declare class attributes with type ann
|
||||
|
||||
You can use all the same validation features and tools you use for Pydantic models, like different data types and additional validations with `Field()`.
|
||||
|
||||
```Python hl_lines="2 5-8 11"
|
||||
{!../../../docs_src/settings/tutorial001.py!}
|
||||
```
|
||||
=== "Pydantic v2"
|
||||
|
||||
```Python hl_lines="2 5-8 11"
|
||||
{!> ../../../docs_src/settings/tutorial001.py!}
|
||||
```
|
||||
|
||||
=== "Pydantic v1"
|
||||
|
||||
!!! info
|
||||
In Pydantic v1 you would import `BaseSettings` directly from `pydantic` instead of from `pydantic_settings`.
|
||||
|
||||
```Python hl_lines="2 5-8 11"
|
||||
{!> ../../../docs_src/settings/tutorial001_pv1.py!}
|
||||
```
|
||||
|
||||
!!! tip
|
||||
If you want something quick to copy and paste, don't use this example, use the last one below.
|
||||
@@ -306,14 +344,28 @@ APP_NAME="ChimichangApp"
|
||||
|
||||
And then update your `config.py` with:
|
||||
|
||||
```Python hl_lines="9-10"
|
||||
{!../../../docs_src/settings/app03/config.py!}
|
||||
```
|
||||
=== "Pydantic v2"
|
||||
|
||||
Here we create a class `Config` inside of your Pydantic `Settings` class, and set the `env_file` to the filename with the dotenv file we want to use.
|
||||
```Python hl_lines="9"
|
||||
{!> ../../../docs_src/settings/app03_an/config.py!}
|
||||
```
|
||||
|
||||
!!! tip
|
||||
The `Config` class is used just for Pydantic configuration. You can read more at <a href="https://pydantic-docs.helpmanual.io/usage/model_config/" class="external-link" target="_blank">Pydantic Model Config</a>
|
||||
!!! tip
|
||||
The `model_config` attribute is used just for Pydantic configuration. You can read more at <a href="https://docs.pydantic.dev/latest/usage/model_config/" class="external-link" target="_blank">Pydantic Model Config</a>.
|
||||
|
||||
=== "Pydantic v1"
|
||||
|
||||
```Python hl_lines="9-10"
|
||||
{!> ../../../docs_src/settings/app03_an/config_pv1.py!}
|
||||
```
|
||||
|
||||
!!! tip
|
||||
The `Config` class is used just for Pydantic configuration. You can read more at <a href="https://docs.pydantic.dev/1.10/usage/model_config/" class="external-link" target="_blank">Pydantic Model Config</a>.
|
||||
|
||||
!!! info
|
||||
In Pydantic version 1 the configuration was done in an internal class `Config`, in Pydantic version 2 it's done in an attribute `model_config`. This attribute takes a `dict`, and to get autocompletion and inline errors you can import and use `SettingsConfigDict` to define that `dict`.
|
||||
|
||||
Here we define the config `env_file` inside of your Pydantic `Settings` class, and set the value to the filename with the dotenv file we want to use.
|
||||
|
||||
### Creating the `Settings` only once with `lru_cache`
|
||||
|
||||
|
||||
@@ -1,5 +1,12 @@
|
||||
# Testing a Database
|
||||
|
||||
!!! info
|
||||
These docs are about to be updated. 🎉
|
||||
|
||||
The current version assumes Pydantic v1, and SQLAlchemy versions less than 2.0.
|
||||
|
||||
The new docs will include Pydantic v2 and will use <a href="https://sqlmodel.tiangolo.com/" class="external-link" target="_blank">SQLModel</a> (which is also based on SQLAlchemy) once it is updated to use Pydantic v2 as well.
|
||||
|
||||
You can use the same dependency overrides from [Testing Dependencies with Overrides](testing-dependencies.md){.internal-link target=_blank} to alter a database for testing.
|
||||
|
||||
You could want to set up a different database for testing, rollback the data after the tests, pre-fill it with some testing data, etc.
|
||||
|
||||
@@ -119,6 +119,8 @@ That's why when talking about version 2.0 it's common to say "Swagger", and for
|
||||
|
||||
These two were chosen for being fairly popular and stable, but doing a quick search, you could find dozens of additional alternative user interfaces for OpenAPI (that you can use with **FastAPI**).
|
||||
|
||||
For example, you could try <a href="https://www.buildwithfern.com/?utm_source=tiangolo&utm_medium=website&utm_campaign=docs-alternatives" class="external-link" target="_blank">Fern</a> which is also a FastAPI sponsor. 😎🎉
|
||||
|
||||
### Flask REST frameworks
|
||||
|
||||
There are several Flask REST frameworks, but after investing the time and work into investigating them, I found that many are discontinued or abandoned, with several standing issues that made them unfit.
|
||||
|
||||
@@ -126,7 +126,7 @@ And if you update that local FastAPI source code when you run that Python file a
|
||||
That way, you don't have to "install" your local version to be able to test every change.
|
||||
|
||||
!!! note "Technical Details"
|
||||
This only happens when you install using this included `requiements.txt` instead of installing `pip install fastapi` directly.
|
||||
This only happens when you install using this included `requirements.txt` instead of installing `pip install fastapi` directly.
|
||||
|
||||
That is because inside of the `requirements.txt` file, the local version of FastAPI is marked to be installed in "editable" mode, with the `-e` option.
|
||||
|
||||
@@ -195,6 +195,21 @@ It will serve the documentation on `http://127.0.0.1:8008`.
|
||||
|
||||
That way, you can edit the documentation/source files and see the changes live.
|
||||
|
||||
!!! tip
|
||||
Alternatively, you can perform the same steps that scripts does manually.
|
||||
|
||||
Go into the language directory, for the main docs in English it's at `docs/en/`:
|
||||
|
||||
```console
|
||||
$ cd docs/en/
|
||||
```
|
||||
|
||||
Then run `mkdocs` in that directory:
|
||||
|
||||
```console
|
||||
$ mkdocs serve --dev-addr 8008
|
||||
```
|
||||
|
||||
#### Typer CLI (optional)
|
||||
|
||||
The instructions here show you how to use the script at `./scripts/docs.py` with the `python` program directly.
|
||||
@@ -245,13 +260,15 @@ Here are the steps to help with translations.
|
||||
|
||||
Check the docs about <a href="https://help.github.com/en/github/collaborating-with-issues-and-pull-requests/about-pull-request-reviews" class="external-link" target="_blank">adding a pull request review</a> to approve it or request changes.
|
||||
|
||||
* Check in the <a href="https://github.com/tiangolo/fastapi/issues" class="external-link" target="_blank">issues</a> to see if there's one coordinating translations for your language.
|
||||
* Check if there's a <a href="https://github.com/tiangolo/fastapi/discussions/categories/translations" class="external-link" target="_blank">GitHub Discussion</a> to coordinate translations for your language. You can subscribe to it, and when there's a new pull request to review, an automatic comment will be added to the discussion.
|
||||
|
||||
* Add a single pull request per page translated. That will make it much easier for others to review it.
|
||||
|
||||
For the languages I don't speak, I'll wait for several others to review the translation before merging.
|
||||
|
||||
* You can also check if there are translations for your language and add a review to them, that will help me know that the translation is correct and I can merge it.
|
||||
* You could check in the <a href="https://github.com/tiangolo/fastapi/discussions/categories/translations" class="external-link" target="_blank">GitHub Discussions</a> for your language.
|
||||
* Or you can filter the existing PRs by the ones with the label for your language, for example, for Spanish, the label is <a href="https://github.com/tiangolo/fastapi/pulls?q=is%3Apr+is%3Aopen+sort%3Aupdated-desc+label%3Alang-es+label%3A%22awaiting+review%22" class="external-link" target="_blank">`lang-es`</a>.
|
||||
|
||||
* Use the same Python examples and only translate the text in the docs. You don't have to change anything for this to work.
|
||||
|
||||
@@ -283,11 +300,24 @@ $ python ./scripts/docs.py live es
|
||||
|
||||
</div>
|
||||
|
||||
!!! tip
|
||||
Alternatively, you can perform the same steps that scripts does manually.
|
||||
|
||||
Go into the language directory, for the Spanish translations it's at `docs/es/`:
|
||||
|
||||
```console
|
||||
$ cd docs/es/
|
||||
```
|
||||
|
||||
Then run `mkdocs` in that directory:
|
||||
|
||||
```console
|
||||
$ mkdocs serve --dev-addr 8008
|
||||
```
|
||||
|
||||
Now you can go to <a href="http://127.0.0.1:8008" class="external-link" target="_blank">http://127.0.0.1:8008</a> and see your changes live.
|
||||
|
||||
If you look at the FastAPI docs website, you will see that every language has all the pages. But some pages are not translated and have a notification about the missing translation.
|
||||
|
||||
But when you run it locally like this, you will only see the pages that are already translated.
|
||||
You will see that every language has all the pages. But some pages are not translated and have a notification about the missing translation.
|
||||
|
||||
Now let's say that you want to add a translation for the section [Features](features.md){.internal-link target=_blank}.
|
||||
|
||||
@@ -306,46 +336,6 @@ docs/es/docs/features.md
|
||||
!!! tip
|
||||
Notice that the only change in the path and file name is the language code, from `en` to `es`.
|
||||
|
||||
* Now open the MkDocs config file for English at:
|
||||
|
||||
```
|
||||
docs/en/mkdocs.yml
|
||||
```
|
||||
|
||||
* Find the place where that `docs/features.md` is located in the config file. Somewhere like:
|
||||
|
||||
```YAML hl_lines="8"
|
||||
site_name: FastAPI
|
||||
# More stuff
|
||||
nav:
|
||||
- FastAPI: index.md
|
||||
- Languages:
|
||||
- en: /
|
||||
- es: /es/
|
||||
- features.md
|
||||
```
|
||||
|
||||
* Open the MkDocs config file for the language you are editing, e.g.:
|
||||
|
||||
```
|
||||
docs/es/mkdocs.yml
|
||||
```
|
||||
|
||||
* Add it there at the exact same location it was for English, e.g.:
|
||||
|
||||
```YAML hl_lines="8"
|
||||
site_name: FastAPI
|
||||
# More stuff
|
||||
nav:
|
||||
- FastAPI: index.md
|
||||
- Languages:
|
||||
- en: /
|
||||
- es: /es/
|
||||
- features.md
|
||||
```
|
||||
|
||||
Make sure that if there are other entries, the new entry with your translation is exactly in the same order as in the English version.
|
||||
|
||||
If you go to your browser you will see that now the docs show your new section. 🎉
|
||||
|
||||
Now you can translate it all and see how it looks as you save the file.
|
||||
@@ -367,55 +357,32 @@ The next step is to run the script to generate a new translation directory:
|
||||
$ python ./scripts/docs.py new-lang ht
|
||||
|
||||
Successfully initialized: docs/ht
|
||||
Updating ht
|
||||
Updating en
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
Now you can check in your code editor the newly created directory `docs/ht/`.
|
||||
|
||||
That command created a file `docs/ht/mkdocs.yml` with a simple config that inherits everything from the `en` version:
|
||||
|
||||
```yaml
|
||||
INHERIT: ../en/mkdocs.yml
|
||||
```
|
||||
|
||||
!!! tip
|
||||
Create a first pull request with just this, to set up the configuration for the new language, before adding translations.
|
||||
You could also simply create that file with those contents manually.
|
||||
|
||||
That way others can help with other pages while you work on the first one. 🚀
|
||||
That command also created a dummy file `docs/ht/index.md` for the main page, you can start by translating that one.
|
||||
|
||||
Start by translating the main page, `docs/ht/index.md`.
|
||||
You can continue with the previous instructions for an "Existing Language" for that process.
|
||||
|
||||
Then you can continue with the previous instructions, for an "Existing Language".
|
||||
|
||||
##### New Language not supported
|
||||
|
||||
If when running the live server script you get an error about the language not being supported, something like:
|
||||
|
||||
```
|
||||
raise TemplateNotFound(template)
|
||||
jinja2.exceptions.TemplateNotFound: partials/language/xx.html
|
||||
```
|
||||
|
||||
That means that the theme doesn't support that language (in this case, with a fake 2-letter code of `xx`).
|
||||
|
||||
But don't worry, you can set the theme language to English and then translate the content of the docs.
|
||||
|
||||
If you need to do that, edit the `mkdocs.yml` for your new language, it will have something like:
|
||||
|
||||
```YAML hl_lines="5"
|
||||
site_name: FastAPI
|
||||
# More stuff
|
||||
theme:
|
||||
# More stuff
|
||||
language: xx
|
||||
```
|
||||
|
||||
Change that language from `xx` (from your language code) to `en`.
|
||||
|
||||
Then you can start the live server again.
|
||||
You can make the first pull request with those two files, `docs/ht/mkdocs.yml` and `docs/ht/index.md`. 🎉
|
||||
|
||||
#### Preview the result
|
||||
|
||||
When you use the script at `./scripts/docs.py` with the `live` command it only shows the files and translations available for the current language.
|
||||
You can use the `./scripts/docs.py` with the `live` command to preview the results (or `mkdocs serve`).
|
||||
|
||||
But once you are done, you can test it all as it would look online.
|
||||
Once you are done, you can also test it all as it would look online, including all the other languages.
|
||||
|
||||
To do that, first build all the docs:
|
||||
|
||||
@@ -425,19 +392,14 @@ To do that, first build all the docs:
|
||||
// Use the command "build-all", this will take a bit
|
||||
$ python ./scripts/docs.py build-all
|
||||
|
||||
Updating es
|
||||
Updating en
|
||||
Building docs for: en
|
||||
Building docs for: es
|
||||
Successfully built docs for: es
|
||||
Copying en index.md to README.md
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
That generates all the docs at `./docs_build/` for each language. This includes adding any files with missing translations, with a note saying that "this file doesn't have a translation yet". But you don't have to do anything with that directory.
|
||||
|
||||
Then it builds all those independent MkDocs sites for each language, combines them, and generates the final output at `./site/`.
|
||||
This builds all those independent MkDocs sites for each language, combines them, and generates the final output at `./site/`.
|
||||
|
||||
Then you can serve that with the command `serve`:
|
||||
|
||||
|
||||
@@ -144,3 +144,39 @@ code {
|
||||
margin-top: 2em;
|
||||
margin-bottom: 2em;
|
||||
}
|
||||
|
||||
/* Screenshots */
|
||||
/*
|
||||
Simulate a browser window frame.
|
||||
Inspired by Termynal's CSS tricks with modifications
|
||||
*/
|
||||
|
||||
.screenshot {
|
||||
display: block;
|
||||
background-color: #d3e0de;
|
||||
border-radius: 4px;
|
||||
padding: 45px 5px 5px;
|
||||
position: relative;
|
||||
-webkit-box-sizing: border-box;
|
||||
box-sizing: border-box;
|
||||
}
|
||||
|
||||
.screenshot img {
|
||||
display: block;
|
||||
border-radius: 2px;
|
||||
}
|
||||
|
||||
.screenshot:before {
|
||||
content: '';
|
||||
position: absolute;
|
||||
top: 15px;
|
||||
left: 15px;
|
||||
display: inline-block;
|
||||
width: 15px;
|
||||
height: 15px;
|
||||
border-radius: 50%;
|
||||
/* A little hack to display the window buttons in one pseudo element. */
|
||||
background: #d9515d;
|
||||
-webkit-box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930;
|
||||
box-shadow: 25px 0 0 #f4c025, 50px 0 0 #3ec930;
|
||||
}
|
||||
|
||||
17
docs/en/docs/deployment/cloud.md
Normal file
@@ -0,0 +1,17 @@
|
||||
# Deploy FastAPI on Cloud Providers
|
||||
|
||||
You can use virtually **any cloud provider** to deploy your FastAPI application.
|
||||
|
||||
In most of the cases, the main cloud providers have guides to deploy FastAPI with them.
|
||||
|
||||
## Cloud Providers - Sponsors
|
||||
|
||||
Some cloud providers ✨ [**sponsor FastAPI**](../help-fastapi.md#sponsor-the-author){.internal-link target=_blank} ✨, this ensures the continued and healthy **development** of FastAPI and its **ecosystem**.
|
||||
|
||||
And it shows their true commitment to FastAPI and its **community** (you), as they not only want to provide you a **good service** but also want to make sure you have a **good and healthy framework**, FastAPI. 🙇
|
||||
|
||||
You might want to try their services and follow their guides:
|
||||
|
||||
* <a href="https://docs.platform.sh/languages/python.html?utm_source=fastapi-signup&utm_medium=banner&utm_campaign=FastAPI-signup-June-2023" class="external-link" target="_blank">Platform.sh</a>
|
||||
* <a href="https://docs.porter.run/language-specific-guides/fastapi" class="external-link" target="_blank">Porter</a>
|
||||
* <a href="https://www.deta.sh/?ref=fastapi" class="external-link" target="_blank">Deta</a>
|
||||
@@ -1,391 +0,0 @@
|
||||
# Deploy FastAPI on Deta Space
|
||||
|
||||
In this section you will learn how to easily deploy a **FastAPI** application on <a href="https://deta.space?ref=fastapi" class="external-link" target="_blank">Deta Space</a>, for free. 🎁
|
||||
|
||||
It will take you about **10 minutes** to deploy an API that you can use. After that, you can optionally release it to anyone.
|
||||
|
||||
Let's dive in.
|
||||
|
||||
!!! info
|
||||
<a href="https://deta.space?ref=fastapi" class="external-link" target="_blank">Deta</a> is a **FastAPI** sponsor. 🎉
|
||||
|
||||
## A simple **FastAPI** app
|
||||
|
||||
* To start, create an empty directory with the name of your app, for example `./fastapi-deta/`, and then navigate into it.
|
||||
|
||||
```console
|
||||
$ mkdir fastapi-deta
|
||||
$ cd fastapi-deta
|
||||
```
|
||||
|
||||
### FastAPI code
|
||||
|
||||
* Create a `main.py` file with:
|
||||
|
||||
```Python
|
||||
from fastapi import FastAPI
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
@app.get("/")
|
||||
def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
def read_item(item_id: int):
|
||||
return {"item_id": item_id}
|
||||
```
|
||||
|
||||
### Requirements
|
||||
|
||||
Now, in the same directory create a file `requirements.txt` with:
|
||||
|
||||
```text
|
||||
fastapi
|
||||
uvicorn[standard]
|
||||
```
|
||||
|
||||
### Directory structure
|
||||
|
||||
You will now have a directory `./fastapi-deta/` with two files:
|
||||
|
||||
```
|
||||
.
|
||||
└── main.py
|
||||
└── requirements.txt
|
||||
```
|
||||
|
||||
## Create a free **Deta Space** account
|
||||
|
||||
Next, create a free account on <a href="https://deta.space/signup?dev_mode=true&ref=fastapi" class="external-link" target="_blank">Deta Space</a>, you just need an email and password.
|
||||
|
||||
You don't even need a credit card, but make sure **Developer Mode** is enabled when you sign up.
|
||||
|
||||
|
||||
## Install the CLI
|
||||
|
||||
Once you have your account, install the Deta Space <abbr title="Command Line Interface application">CLI</abbr>:
|
||||
|
||||
=== "Linux, macOS"
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ curl -fsSL https://get.deta.dev/space-cli.sh | sh
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
=== "Windows PowerShell"
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ iwr https://get.deta.dev/space-cli.ps1 -useb | iex
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
After installing it, open a new terminal so that the installed CLI is detected.
|
||||
|
||||
In a new terminal, confirm that it was correctly installed with:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ space --help
|
||||
|
||||
Deta command line interface for managing deta micros.
|
||||
Complete documentation available at https://deta.space/docs
|
||||
|
||||
Usage:
|
||||
space [flags]
|
||||
space [command]
|
||||
|
||||
Available Commands:
|
||||
help Help about any command
|
||||
link link code to project
|
||||
login login to space
|
||||
new create new project
|
||||
push push code for project
|
||||
release create release for a project
|
||||
validate validate spacefile in dir
|
||||
version Space CLI version
|
||||
...
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
!!! tip
|
||||
If you have problems installing the CLI, check the official <a href="https://deta.space/docs/en/basics/cli?ref=fastapi" class="external-link" target="_blank">Deta Space Documentation</a>.
|
||||
|
||||
## Login with the CLI
|
||||
|
||||
In order to authenticate your CLI with Deta Space, you will need an access token.
|
||||
|
||||
To obtain this token, open your <a href="https://deta.space/login?ref=fastapi" class="external-link" target="_blank">Deta Space Canvas</a>, open the **Teletype** (command bar at the bottom of the Canvas), and then click on **Settings**. From there, select **Generate Token** and copy the resulting token.
|
||||
|
||||
<img src="/img/deployment/deta/image03.png">
|
||||
|
||||
Now run `space login` from the Space CLI. Upon pasting the token into the CLI prompt and pressing enter, you should see a confirmation message.
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ space login
|
||||
|
||||
To authenticate the Space CLI with your Space account, generate a new access token in your Space settings and paste it below:
|
||||
|
||||
# Enter access token (41 chars) >$ *****************************************
|
||||
|
||||
👍 Login Successful!
|
||||
```
|
||||
|
||||
</div>
|
||||
|
||||
## Create a new project in Space
|
||||
|
||||
Now that you've authenticated with the Space CLI, use it to create a new <a href="https://deta.space/docs/en/basics/projects" class="external-link" target="_blank">Space Project</a>:
|
||||
|
||||
```console
|
||||
$ space new
|
||||
|
||||
# What is your project's name? >$ fastapi-deta
|
||||
```
|
||||
|
||||
The Space CLI will ask you to name the project, we will call ours `fastapi-deta`.
|
||||
|
||||
Then, it will try to automatically detect which framework or language you are using, showing you what it finds. In our case it will identify the Python app with the following message, prompting you to confirm:
|
||||
|
||||
```console
|
||||
⚙️ No Spacefile found, trying to auto-detect configuration ...
|
||||
👇 Deta detected the following configuration:
|
||||
|
||||
Micros:
|
||||
name: fastapi-deta
|
||||
L src: .
|
||||
L engine: python3.9
|
||||
|
||||
# Do you want to bootstrap "fastapi-deta" with this configuration? (y/n)$ y
|
||||
```
|
||||
|
||||
After you confirm, your project will be created in Deta Space inside a special app called <a href="https://deta.space/docs/en/basics/projects#projects-in-builder?ref=fastapi" class="external-link" target="_blank">Builder</a>. Builder is a toolbox that helps you to create and manage your apps in Deta Space.
|
||||
|
||||
The CLI will also create a `Spacefile` locally in the `fastapi-deta` directory. The <a href="https://deta.space/docs/en/reference/spacefile?ref=fastapi" class="external-link" target="_blank">Spacefile</a> is a configuration file which tells Deta Space how to run your app. The `Spacefile` for your app will be as follows:
|
||||
|
||||
```yaml
|
||||
v: 0
|
||||
micros:
|
||||
- name: fastapi-deta
|
||||
src: .
|
||||
engine: python3.9
|
||||
```
|
||||
|
||||
It is a `yaml` file, and you can use it to add features like scheduled tasks or modify how your app functions, which we'll do later. To learn more, read <a href="https://deta.space/docs/en/reference/spacefile" class="external-link" target="_blank">the `Spacefile` documentation</a>.
|
||||
|
||||
!!! tip
|
||||
The Space CLI will also create a hidden `.space` folder in your local directory to link your local environment with Deta Space. This folder should not be included in your version control and will automatically be added to your `.gitignore` file, if you have initialized a Git repository.
|
||||
|
||||
## Define the run command in the Spacefile
|
||||
|
||||
The `run` command in the Spacefile tells Space what command should be executed to start your app. In this case it would be `uvicorn main:app`.
|
||||
|
||||
```diff
|
||||
v: 0
|
||||
micros:
|
||||
- name: fastapi-deta
|
||||
src: .
|
||||
engine: python3.9
|
||||
+ run: uvicorn main:app
|
||||
```
|
||||
|
||||
## Deploy to Deta Space
|
||||
|
||||
To get your FastAPI live in the cloud, use one more CLI command:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ space push
|
||||
|
||||
---> 100%
|
||||
|
||||
build complete... created revision: satyr-jvjk
|
||||
|
||||
✔ Successfully pushed your code and created a new Revision!
|
||||
ℹ Updating your development instance with the latest Revision, it will be available on your Canvas shortly.
|
||||
```
|
||||
</div>
|
||||
|
||||
This command will package your code, upload all the necessary files to Deta Space, and run a remote build of your app, resulting in a **revision**. Whenever you run `space push` successfully, a live instance of your API is automatically updated with the latest revision.
|
||||
|
||||
!!! tip
|
||||
You can manage your <a href="https://deta.space/docs/en/basics/revisions#whats-a-revision" class="external-link" target="_blank">revisions</a> by opening your project in the Builder app. The live copy of your API will be visible under the **Develop** tab in Builder.
|
||||
|
||||
## Check it
|
||||
|
||||
The live instance of your API will also be added automatically to your Canvas (the dashboard) on Deta Space.
|
||||
|
||||
<img src="/img/deployment/deta/image04.png">
|
||||
|
||||
Click on the new app called `fastapi-deta`, and it will open your API in a new browser tab on a URL like `https://fastapi-deta-gj7ka8.deta.app/`.
|
||||
|
||||
You will get a JSON response from your FastAPI app:
|
||||
|
||||
```JSON
|
||||
{
|
||||
"Hello": "World"
|
||||
}
|
||||
```
|
||||
|
||||
And now you can head over to the `/docs` of your API. For this example, it would be `https://fastapi-deta-gj7ka8.deta.app/docs`.
|
||||
|
||||
<img src="/img/deployment/deta/image05.png">
|
||||
|
||||
## Enable public access
|
||||
|
||||
Deta will handle authentication for your account using cookies. By default, every app or API that you `push` or install to your Space is personal - it's only accessible to you.
|
||||
|
||||
But you can also make your API public using the `Spacefile` from earlier.
|
||||
|
||||
With a `public_routes` parameter, you can specify which paths of your API should be available to the public.
|
||||
|
||||
Set your `public_routes` to `"*"` to open every route of your API to the public:
|
||||
|
||||
```yaml
|
||||
v: 0
|
||||
micros:
|
||||
- name: fastapi-deta
|
||||
src: .
|
||||
engine: python3.9
|
||||
public_routes:
|
||||
- "/*"
|
||||
```
|
||||
|
||||
Then run `space push` again to update your live API on Deta Space.
|
||||
|
||||
Once it deploys, you can share your URL with anyone and they will be able to access your API. 🚀
|
||||
|
||||
## HTTPS
|
||||
|
||||
Congrats! You deployed your FastAPI app to Deta Space! 🎉 🍰
|
||||
|
||||
Also, notice that Deta Space correctly handles HTTPS for you, so you don't have to take care of that and can be sure that your users will have a secure encrypted connection. ✅ 🔒
|
||||
|
||||
## Create a release
|
||||
|
||||
Space also allows you to publish your API. When you publish it, anyone else can install their own copy of your API, in their own Deta Space cloud.
|
||||
|
||||
To do so, run `space release` in the Space CLI to create an **unlisted release**:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ space release
|
||||
|
||||
# Do you want to use the latest revision (buzzard-hczt)? (y/n)$ y
|
||||
|
||||
~ Creating a Release with the latest Revision
|
||||
|
||||
---> 100%
|
||||
|
||||
creating release...
|
||||
publishing release in edge locations..
|
||||
completed...
|
||||
released: fastapi-deta-exp-msbu
|
||||
https://deta.space/discovery/r/5kjhgyxewkdmtotx
|
||||
|
||||
Lift off -- successfully created a new Release!
|
||||
Your Release is available globally on 5 Deta Edges
|
||||
Anyone can install their own copy of your app.
|
||||
```
|
||||
</div>
|
||||
|
||||
This command publishes your revision as a release and gives you a link. Anyone you give this link to can install your API.
|
||||
|
||||
|
||||
You can also make your app publicly discoverable by creating a **listed release** with `space release --listed` in the Space CLI:
|
||||
|
||||
<div class="termy">
|
||||
|
||||
```console
|
||||
$ space release --listed
|
||||
|
||||
# Do you want to use the latest revision (buzzard-hczt)? (y/n)$ y
|
||||
|
||||
~ Creating a listed Release with the latest Revision ...
|
||||
|
||||
creating release...
|
||||
publishing release in edge locations..
|
||||
completed...
|
||||
released: fastapi-deta-exp-msbu
|
||||
https://deta.space/discovery/@user/fastapi-deta
|
||||
|
||||
Lift off -- successfully created a new Release!
|
||||
Your Release is available globally on 5 Deta Edges
|
||||
Anyone can install their own copy of your app.
|
||||
Listed on Discovery for others to find!
|
||||
```
|
||||
</div>
|
||||
|
||||
This will allow anyone to find and install your app via <a href="https://deta.space/discovery?ref=fastapi" class="external-link" target="_blank">Deta Discovery</a>. Read more about <a href="https://deta.space/docs/en/basics/releases?ref=fastapi" class="external-link" target="_blank">releasing your app in the docs</a>.
|
||||
|
||||
## Check runtime logs
|
||||
|
||||
Deta Space also lets you inspect the logs of every app you build or install.
|
||||
|
||||
Add some logging functionality to your app by adding a `print` statement to your `main.py` file.
|
||||
|
||||
```py
|
||||
from fastapi import FastAPI
|
||||
|
||||
app = FastAPI()
|
||||
|
||||
|
||||
@app.get("/")
|
||||
def read_root():
|
||||
return {"Hello": "World"}
|
||||
|
||||
|
||||
@app.get("/items/{item_id}")
|
||||
def read_item(item_id: int):
|
||||
print(item_id)
|
||||
return {"item_id": item_id}
|
||||
```
|
||||
|
||||
The code within the `read_item` function includes a print statement that will output the `item_id` that is included in the URL. Send a request to your _path operation_ `/items/{item_id}` from the docs UI (which will have a URL like `https://fastapi-deta-gj7ka8.deta.app/docs`), using an ID like `5` as an example.
|
||||
|
||||
Now go to your <a href="https://deta.space?ref=fastapi" class="external-link" target="_blank">Space's Canvas</a>. Click on the context menu (`...`) of your live app instance, and then click on **View Logs**. Here you can view your app's logs, sorted by time.
|
||||
|
||||
<img src="/img/deployment/deta/image06.png">
|
||||
|
||||
## Learn more
|
||||
|
||||
At some point, you will probably want to store some data for your app in a way that persists through time. For that you can use <a href="https://deta.space/docs/en/basics/data#deta-base?ref=fastapi" class="external-link" target="_blank">Deta Base</a> and <a href="https://deta.space/docs/en/basics/data#deta-drive?ref=fastapi" class="external-link" target="_blank">Deta Drive</a>, both of which have a generous **free tier**.
|
||||
|
||||
You can also read more in the <a href="https://deta.space/docs/?ref=fastapi" class="external-link" target="_blank">Deta Space Documentation</a>.
|
||||
|
||||
!!! tip
|
||||
If you have any Deta related questions, comments, or feedback, head to the <a href="https://go.deta.dev/discord" class="external-link" target="_blank">Deta Discord server</a>.
|
||||
|
||||
|
||||
## Deployment Concepts
|
||||
|
||||
Coming back to the concepts we discussed in [Deployments Concepts](./concepts.md){.internal-link target=_blank}, here's how each of them would be handled with Deta Space:
|
||||
|
||||
- **HTTPS**: Handled by Deta Space, they will give you a subdomain and handle HTTPS automatically.
|
||||
- **Running on startup**: Handled by Deta Space, as part of their service.
|
||||
- **Restarts**: Handled by Deta Space, as part of their service.
|
||||
- **Replication**: Handled by Deta Space, as part of their service.
|
||||
- **Authentication**: Handled by Deta Space, as part of their service.
|
||||
- **Memory**: Limit predefined by Deta Space, you could contact them to increase it.
|
||||
- **Previous steps before starting**: Can be configured using the <a href="https://deta.space/docs/en/reference/spacefile?ref=fastapi" class="external-link" target="_blank">`Spacefile`</a>.
|
||||
|
||||
!!! note
|
||||
Deta Space is designed to make it easy and free to build cloud applications for yourself. Then you can optionally share them with anyone.
|
||||
|
||||
It can simplify several use cases, but at the same time, it doesn't support others, like using external databases (apart from Deta's own NoSQL database system), custom virtual machines, etc.
|
||||
|
||||
You can read more details in the <a href="https://deta.space/docs/en/basics/micros?ref=fastapi" class="external-link" target="_blank">Deta Space Documentation</a> to see if it's the right choice for you.
|
||||
@@ -1,4 +1,4 @@
|
||||
# Deployment - Intro
|
||||
# Deployment
|
||||
|
||||
Deploying a **FastAPI** application is relatively easy.
|
||||
|
||||
|
||||
@@ -1,4 +1,11 @@
|
||||
# Async SQL (Relational) Databases
|
||||
# Async SQL (Relational) Databases with Encode/Databases
|
||||
|
||||
!!! info
|
||||
These docs are about to be updated. 🎉
|
||||
|
||||
The current version assumes Pydantic v1.
|
||||
|
||||
The new docs will include Pydantic v2 and will use <a href="https://sqlmodel.tiangolo.com/" class="external-link" target="_blank">SQLModel</a> once it is updated to use Pydantic v2 as well.
|
||||
|
||||
You can also use <a href="https://github.com/encode/databases" class="external-link" target="_blank">`encode/databases`</a> with **FastAPI** to connect to databases using `async` and `await`.
|
||||
|
||||
78
docs/en/docs/how-to/configure-swagger-ui.md
Normal file
@@ -0,0 +1,78 @@
|
||||
# Configure Swagger UI
|
||||
|
||||
You can configure some extra <a href="https://swagger.io/docs/open-source-tools/swagger-ui/usage/configuration" class="external-link" target="_blank">Swagger UI parameters</a>.
|
||||
|
||||
To configure them, pass the `swagger_ui_parameters` argument when creating the `FastAPI()` app object or to the `get_swagger_ui_html()` function.
|
||||
|
||||
`swagger_ui_parameters` receives a dictionary with the configurations passed to Swagger UI directly.
|
||||
|
||||
FastAPI converts the configurations to **JSON** to make them compatible with JavaScript, as that's what Swagger UI needs.
|
||||
|
||||
## Disable Syntax Highlighting
|
||||
|
||||
For example, you could disable syntax highlighting in Swagger UI.
|
||||
|
||||
Without changing the settings, syntax highlighting is enabled by default:
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image02.png">
|
||||
|
||||
But you can disable it by setting `syntaxHighlight` to `False`:
|
||||
|
||||
```Python hl_lines="3"
|
||||
{!../../../docs_src/configure_swagger_ui/tutorial001.py!}
|
||||
```
|
||||
|
||||
...and then Swagger UI won't show the syntax highlighting anymore:
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image03.png">
|
||||
|
||||
## Change the Theme
|
||||
|
||||
The same way you could set the syntax highlighting theme with the key `"syntaxHighlight.theme"` (notice that it has a dot in the middle):
|
||||
|
||||
```Python hl_lines="3"
|
||||
{!../../../docs_src/configure_swagger_ui/tutorial002.py!}
|
||||
```
|
||||
|
||||
That configuration would change the syntax highlighting color theme:
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image04.png">
|
||||
|
||||
## Change Default Swagger UI Parameters
|
||||
|
||||
FastAPI includes some default configuration parameters appropriate for most of the use cases.
|
||||
|
||||
It includes these default configurations:
|
||||
|
||||
```Python
|
||||
{!../../../fastapi/openapi/docs.py[ln:7-13]!}
|
||||
```
|
||||
|
||||
You can override any of them by setting a different value in the argument `swagger_ui_parameters`.
|
||||
|
||||
For example, to disable `deepLinking` you could pass these settings to `swagger_ui_parameters`:
|
||||
|
||||
```Python hl_lines="3"
|
||||
{!../../../docs_src/configure_swagger_ui/tutorial003.py!}
|
||||
```
|
||||
|
||||
## Other Swagger UI Parameters
|
||||
|
||||
To see all the other possible configurations you can use, read the official <a href="https://swagger.io/docs/open-source-tools/swagger-ui/usage/configuration" class="external-link" target="_blank">docs for Swagger UI parameters</a>.
|
||||
|
||||
## JavaScript-only settings
|
||||
|
||||
Swagger UI also allows other configurations to be **JavaScript-only** objects (for example, JavaScript functions).
|
||||
|
||||
FastAPI also includes these JavaScript-only `presets` settings:
|
||||
|
||||
```JavaScript
|
||||
presets: [
|
||||
SwaggerUIBundle.presets.apis,
|
||||
SwaggerUIBundle.SwaggerUIStandalonePreset
|
||||
]
|
||||
```
|
||||
|
||||
These are **JavaScript** objects, not strings, so you can't pass them from Python code directly.
|
||||
|
||||
If you need to use JavaScript-only configurations like those, you can use one of the methods above. Override all the Swagger UI *path operation* and manually write any JavaScript you need.
|
||||
199
docs/en/docs/how-to/custom-docs-ui-assets.md
Normal file
@@ -0,0 +1,199 @@
|
||||
# Custom Docs UI Static Assets (Self-Hosting)
|
||||
|
||||
The API docs use **Swagger UI** and **ReDoc**, and each of those need some JavaScript and CSS files.
|
||||
|
||||
By default, those files are served from a <abbr title="Content Delivery Network: A service, normally composed of several servers, that provides static files, like JavaScript and CSS. It's commonly used to serve those files from the server closer to the client, improving performance.">CDN</abbr>.
|
||||
|
||||
But it's possible to customize it, you can set a specific CDN, or serve the files yourself.
|
||||
|
||||
## Custom CDN for JavaScript and CSS
|
||||
|
||||
Let's say that you want to use a different <abbr title="Content Delivery Network">CDN</abbr>, for example you want to use `https://unpkg.com/`.
|
||||
|
||||
This could be useful if for example you live in a country that restricts some URLs.
|
||||
|
||||
### Disable the automatic docs
|
||||
|
||||
The first step is to disable the automatic docs, as by default, those use the default CDN.
|
||||
|
||||
To disable them, set their URLs to `None` when creating your `FastAPI` app:
|
||||
|
||||
```Python hl_lines="8"
|
||||
{!../../../docs_src/custom_docs_ui/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Include the custom docs
|
||||
|
||||
Now you can create the *path operations* for the custom docs.
|
||||
|
||||
You can re-use FastAPI's internal functions to create the HTML pages for the docs, and pass them the needed arguments:
|
||||
|
||||
* `openapi_url`: the URL where the HTML page for the docs can get the OpenAPI schema for your API. You can use here the attribute `app.openapi_url`.
|
||||
* `title`: the title of your API.
|
||||
* `oauth2_redirect_url`: you can use `app.swagger_ui_oauth2_redirect_url` here to use the default.
|
||||
* `swagger_js_url`: the URL where the HTML for your Swagger UI docs can get the **JavaScript** file. This is the custom CDN URL.
|
||||
* `swagger_css_url`: the URL where the HTML for your Swagger UI docs can get the **CSS** file. This is the custom CDN URL.
|
||||
|
||||
And similarly for ReDoc...
|
||||
|
||||
```Python hl_lines="2-6 11-19 22-24 27-33"
|
||||
{!../../../docs_src/custom_docs_ui/tutorial001.py!}
|
||||
```
|
||||
|
||||
!!! tip
|
||||
The *path operation* for `swagger_ui_redirect` is a helper for when you use OAuth2.
|
||||
|
||||
If you integrate your API with an OAuth2 provider, you will be able to authenticate and come back to the API docs with the acquired credentials. And interact with it using the real OAuth2 authentication.
|
||||
|
||||
Swagger UI will handle it behind the scenes for you, but it needs this "redirect" helper.
|
||||
|
||||
### Create a *path operation* to test it
|
||||
|
||||
Now, to be able to test that everything works, create a *path operation*:
|
||||
|
||||
```Python hl_lines="36-38"
|
||||
{!../../../docs_src/custom_docs_ui/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Test it
|
||||
|
||||
Now, you should be able to go to your docs at <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>, and reload the page, it will load those assets from the new CDN.
|
||||
|
||||
## Self-hosting JavaScript and CSS for docs
|
||||
|
||||
Self-hosting the JavaScript and CSS could be useful if, for example, you need your app to keep working even while offline, without open Internet access, or in a local network.
|
||||
|
||||
Here you'll see how to serve those files yourself, in the same FastAPI app, and configure the docs to use them.
|
||||
|
||||
### Project file structure
|
||||
|
||||
Let's say your project file structure looks like this:
|
||||
|
||||
```
|
||||
.
|
||||
├── app
|
||||
│ ├── __init__.py
|
||||
│ ├── main.py
|
||||
```
|
||||
|
||||
Now create a directory to store those static files.
|
||||
|
||||
Your new file structure could look like this:
|
||||
|
||||
```
|
||||
.
|
||||
├── app
|
||||
│ ├── __init__.py
|
||||
│ ├── main.py
|
||||
└── static/
|
||||
```
|
||||
|
||||
### Download the files
|
||||
|
||||
Download the static files needed for the docs and put them on that `static/` directory.
|
||||
|
||||
You can probably right-click each link and select an option similar to `Save link as...`.
|
||||
|
||||
**Swagger UI** uses the files:
|
||||
|
||||
* <a href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@5/swagger-ui-bundle.js" class="external-link" target="_blank">`swagger-ui-bundle.js`</a>
|
||||
* <a href="https://cdn.jsdelivr.net/npm/swagger-ui-dist@5/swagger-ui.css" class="external-link" target="_blank">`swagger-ui.css`</a>
|
||||
|
||||
And **ReDoc** uses the file:
|
||||
|
||||
* <a href="https://cdn.jsdelivr.net/npm/redoc@next/bundles/redoc.standalone.js" class="external-link" target="_blank">`redoc.standalone.js`</a>
|
||||
|
||||
After that, your file structure could look like:
|
||||
|
||||
```
|
||||
.
|
||||
├── app
|
||||
│ ├── __init__.py
|
||||
│ ├── main.py
|
||||
└── static
|
||||
├── redoc.standalone.js
|
||||
├── swagger-ui-bundle.js
|
||||
└── swagger-ui.css
|
||||
```
|
||||
|
||||
### Serve the static files
|
||||
|
||||
* Import `StaticFiles`.
|
||||
* "Mount" a `StaticFiles()` instance in a specific path.
|
||||
|
||||
```Python hl_lines="7 11"
|
||||
{!../../../docs_src/custom_docs_ui/tutorial002.py!}
|
||||
```
|
||||
|
||||
### Test the static files
|
||||
|
||||
Start your application and go to <a href="http://127.0.0.1:8000/static/redoc.standalone.js" class="external-link" target="_blank">http://127.0.0.1:8000/static/redoc.standalone.js</a>.
|
||||
|
||||
You should see a very long JavaScript file for **ReDoc**.
|
||||
|
||||
It could start with something like:
|
||||
|
||||
```JavaScript
|
||||
/*!
|
||||
* ReDoc - OpenAPI/Swagger-generated API Reference Documentation
|
||||
* -------------------------------------------------------------
|
||||
* Version: "2.0.0-rc.18"
|
||||
* Repo: https://github.com/Redocly/redoc
|
||||
*/
|
||||
!function(e,t){"object"==typeof exports&&"object"==typeof m
|
||||
|
||||
...
|
||||
```
|
||||
|
||||
That confirms that you are being able to serve static files from your app, and that you placed the static files for the docs in the correct place.
|
||||
|
||||
Now we can configure the app to use those static files for the docs.
|
||||
|
||||
### Disable the automatic docs for static files
|
||||
|
||||
The same as when using a custom CDN, the first step is to disable the automatic docs, as those use the CDN by default.
|
||||
|
||||
To disable them, set their URLs to `None` when creating your `FastAPI` app:
|
||||
|
||||
```Python hl_lines="9"
|
||||
{!../../../docs_src/custom_docs_ui/tutorial002.py!}
|
||||
```
|
||||
|
||||
### Include the custom docs for static files
|
||||
|
||||
And the same way as with a custom CDN, now you can create the *path operations* for the custom docs.
|
||||
|
||||
Again, you can re-use FastAPI's internal functions to create the HTML pages for the docs, and pass them the needed arguments:
|
||||
|
||||
* `openapi_url`: the URL where the HTML page for the docs can get the OpenAPI schema for your API. You can use here the attribute `app.openapi_url`.
|
||||
* `title`: the title of your API.
|
||||
* `oauth2_redirect_url`: you can use `app.swagger_ui_oauth2_redirect_url` here to use the default.
|
||||
* `swagger_js_url`: the URL where the HTML for your Swagger UI docs can get the **JavaScript** file. **This is the one that your own app is now serving**.
|
||||
* `swagger_css_url`: the URL where the HTML for your Swagger UI docs can get the **CSS** file. **This is the one that your own app is now serving**.
|
||||
|
||||
And similarly for ReDoc...
|
||||
|
||||
```Python hl_lines="2-6 14-22 25-27 30-36"
|
||||
{!../../../docs_src/custom_docs_ui/tutorial002.py!}
|
||||
```
|
||||
|
||||
!!! tip
|
||||
The *path operation* for `swagger_ui_redirect` is a helper for when you use OAuth2.
|
||||
|
||||
If you integrate your API with an OAuth2 provider, you will be able to authenticate and come back to the API docs with the acquired credentials. And interact with it using the real OAuth2 authentication.
|
||||
|
||||
Swagger UI will handle it behind the scenes for you, but it needs this "redirect" helper.
|
||||
|
||||
### Create a *path operation* to test static files
|
||||
|
||||
Now, to be able to test that everything works, create a *path operation*:
|
||||
|
||||
```Python hl_lines="39-41"
|
||||
{!../../../docs_src/custom_docs_ui/tutorial002.py!}
|
||||
```
|
||||
|
||||
### Test Static Files UI
|
||||
|
||||
Now, you should be able to disconnect your WiFi, go to your docs at <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>, and reload the page.
|
||||
|
||||
And even without Internet, you would be able to see the docs for your API and interact with it.
|
||||
87
docs/en/docs/how-to/extending-openapi.md
Normal file
@@ -0,0 +1,87 @@
|
||||
# Extending OpenAPI
|
||||
|
||||
There are some cases where you might need to modify the generated OpenAPI schema.
|
||||
|
||||
In this section you will see how.
|
||||
|
||||
## The normal process
|
||||
|
||||
The normal (default) process, is as follows.
|
||||
|
||||
A `FastAPI` application (instance) has an `.openapi()` method that is expected to return the OpenAPI schema.
|
||||
|
||||
As part of the application object creation, a *path operation* for `/openapi.json` (or for whatever you set your `openapi_url`) is registered.
|
||||
|
||||
It just returns a JSON response with the result of the application's `.openapi()` method.
|
||||
|
||||
By default, what the method `.openapi()` does is check the property `.openapi_schema` to see if it has contents and return them.
|
||||
|
||||
If it doesn't, it generates them using the utility function at `fastapi.openapi.utils.get_openapi`.
|
||||
|
||||
And that function `get_openapi()` receives as parameters:
|
||||
|
||||
* `title`: The OpenAPI title, shown in the docs.
|
||||
* `version`: The version of your API, e.g. `2.5.0`.
|
||||
* `openapi_version`: The version of the OpenAPI specification used. By default, the latest: `3.1.0`.
|
||||
* `summary`: A short summary of the API.
|
||||
* `description`: The description of your API, this can include markdown and will be shown in the docs.
|
||||
* `routes`: A list of routes, these are each of the registered *path operations*. They are taken from `app.routes`.
|
||||
|
||||
!!! info
|
||||
The parameter `summary` is available in OpenAPI 3.1.0 and above, supported by FastAPI 0.99.0 and above.
|
||||
|
||||
## Overriding the defaults
|
||||
|
||||
Using the information above, you can use the same utility function to generate the OpenAPI schema and override each part that you need.
|
||||
|
||||
For example, let's add <a href="https://github.com/Rebilly/ReDoc/blob/master/docs/redoc-vendor-extensions.md#x-logo" class="external-link" target="_blank">ReDoc's OpenAPI extension to include a custom logo</a>.
|
||||
|
||||
### Normal **FastAPI**
|
||||
|
||||
First, write all your **FastAPI** application as normally:
|
||||
|
||||
```Python hl_lines="1 4 7-9"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Generate the OpenAPI schema
|
||||
|
||||
Then, use the same utility function to generate the OpenAPI schema, inside a `custom_openapi()` function:
|
||||
|
||||
```Python hl_lines="2 15-21"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Modify the OpenAPI schema
|
||||
|
||||
Now you can add the ReDoc extension, adding a custom `x-logo` to the `info` "object" in the OpenAPI schema:
|
||||
|
||||
```Python hl_lines="22-24"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Cache the OpenAPI schema
|
||||
|
||||
You can use the property `.openapi_schema` as a "cache", to store your generated schema.
|
||||
|
||||
That way, your application won't have to generate the schema every time a user opens your API docs.
|
||||
|
||||
It will be generated only once, and then the same cached schema will be used for the next requests.
|
||||
|
||||
```Python hl_lines="13-14 25-26"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Override the method
|
||||
|
||||
Now you can replace the `.openapi()` method with your new function.
|
||||
|
||||
```Python hl_lines="29"
|
||||
{!../../../docs_src/extending_openapi/tutorial001.py!}
|
||||
```
|
||||
|
||||
### Check it
|
||||
|
||||
Once you go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a> you will see that you are using your custom logo (in this example, **FastAPI**'s logo):
|
||||
|
||||
<img src="/img/tutorial/extending-openapi/image01.png">
|
||||
39
docs/en/docs/how-to/general.md
Normal file
@@ -0,0 +1,39 @@
|
||||
# General - How To - Recipes
|
||||
|
||||
Here are several pointers to other places in the docs, for general or frequent questions.
|
||||
|
||||
## Filter Data - Security
|
||||
|
||||
To ensure that you don't return more data than you should, read the docs for [Tutorial - Response Model - Return Type](../tutorial/response-model.md){.internal-link target=_blank}.
|
||||
|
||||
## Documentation Tags - OpenAPI
|
||||
|
||||
To add tags to your *path operations*, and group them in the docs UI, read the docs for [Tutorial - Path Operation Configurations - Tags](../tutorial/path-operation-configuration.md#tags){.internal-link target=_blank}.
|
||||
|
||||
## Documentation Summary and Description - OpenAPI
|
||||
|
||||
To add a summary and description to your *path operations*, and show them in the docs UI, read the docs for [Tutorial - Path Operation Configurations - Summary and Description](../tutorial/path-operation-configuration.md#summary-and-description){.internal-link target=_blank}.
|
||||
|
||||
## Documentation Response description - OpenAPI
|
||||
|
||||
To define the description of the response, shown in the docs UI, read the docs for [Tutorial - Path Operation Configurations - Response description](../tutorial/path-operation-configuration.md#response-description){.internal-link target=_blank}.
|
||||
|
||||
## Documentation Deprecate a *Path Operation* - OpenAPI
|
||||
|
||||
To deprecate a *path operation*, and show it in the docs UI, read the docs for [Tutorial - Path Operation Configurations - Deprecation](../tutorial/path-operation-configuration.md#deprecate-a-path-operation){.internal-link target=_blank}.
|
||||
|
||||
## Convert any Data to JSON-compatible
|
||||
|
||||
To convert any data to JSON-compatible, read the docs for [Tutorial - JSON Compatible Encoder](../tutorial/encoder.md){.internal-link target=_blank}.
|
||||
|
||||
## OpenAPI Metadata - Docs
|
||||
|
||||
To add metadata to your OpenAPI schema, including a license, version, contact, etc, read the docs for [Tutorial - Metadata and Docs URLs](../tutorial/metadata.md){.internal-link target=_blank}.
|
||||
|
||||
## OpenAPI Custom URL
|
||||
|
||||
To customize the OpenAPI URL (or remove it), read the docs for [Tutorial - Metadata and Docs URLs](../tutorial/metadata.md#openapi-url){.internal-link target=_blank}.
|
||||
|
||||
## OpenAPI Docs URLs
|
||||
|
||||
To update the URLs used for the automatically generated docs user interfaces, read the docs for [Tutorial - Metadata and Docs URLs](../tutorial/metadata.md#docs-urls){.internal-link target=_blank}.
|
||||
11
docs/en/docs/how-to/index.md
Normal file
@@ -0,0 +1,11 @@
|
||||
# How To - Recipes
|
||||
|
||||
Here you will see different recipes or "how to" guides for **several topics**.
|
||||
|
||||
Most of these ideas would be more or less **independent**, and in most cases you should only need to study them if they apply directly to **your project**.
|
||||
|
||||
If something seems interesting and useful to your project, go ahead and check it, but otherwise, you might probably just skip them.
|
||||
|
||||
!!! tip
|
||||
|
||||
If you want to **learn FastAPI** in a structured way (recommended), go and read the [Tutorial - User Guide](../tutorial/index.md){.internal-link target=_blank} chapter by chapter instead.
|
||||
@@ -1,4 +1,11 @@
|
||||
# NoSQL (Distributed / Big Data) Databases
|
||||
# NoSQL (Distributed / Big Data) Databases with Couchbase
|
||||
|
||||
!!! info
|
||||
These docs are about to be updated. 🎉
|
||||
|
||||
The current version assumes Pydantic v1.
|
||||
|
||||
The new docs will hopefully use Pydantic v2 and will use <a href="https://art049.github.io/odmantic/" class="external-link" target="_blank">ODMantic</a> with MongoDB.
|
||||
|
||||
**FastAPI** can also be integrated with any <abbr title="Distributed database (Big Data), also 'Not Only SQL'">NoSQL</abbr>.
|
||||
|
||||
231
docs/en/docs/how-to/separate-openapi-schemas.md
Normal file
@@ -0,0 +1,231 @@
|
||||
# Separate OpenAPI Schemas for Input and Output or Not
|
||||
|
||||
When using **Pydantic v2**, the generated OpenAPI is a bit more exact and **correct** than before. 😎
|
||||
|
||||
In fact, in some cases, it will even have **two JSON Schemas** in OpenAPI for the same Pydantic model, for input and output, depending on if they have **default values**.
|
||||
|
||||
Let's see how that works and how to change it if you need to do that.
|
||||
|
||||
## Pydantic Models for Input and Output
|
||||
|
||||
Let's say you have a Pydantic model with default values, like this one:
|
||||
|
||||
=== "Python 3.10+"
|
||||
|
||||
```Python hl_lines="7"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py[ln:1-7]!}
|
||||
|
||||
# Code below omitted 👇
|
||||
```
|
||||
|
||||
<details>
|
||||
<summary>👀 Full file preview</summary>
|
||||
|
||||
```Python
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py!}
|
||||
```
|
||||
|
||||
</details>
|
||||
|
||||
=== "Python 3.9+"
|
||||
|
||||
```Python hl_lines="9"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py[ln:1-9]!}
|
||||
|
||||
# Code below omitted 👇
|
||||
```
|
||||
|
||||
<details>
|
||||
<summary>👀 Full file preview</summary>
|
||||
|
||||
```Python
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py!}
|
||||
```
|
||||
|
||||
</details>
|
||||
|
||||
=== "Python 3.7+"
|
||||
|
||||
```Python hl_lines="9"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py[ln:1-9]!}
|
||||
|
||||
# Code below omitted 👇
|
||||
```
|
||||
|
||||
<details>
|
||||
<summary>👀 Full file preview</summary>
|
||||
|
||||
```Python
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py!}
|
||||
```
|
||||
|
||||
</details>
|
||||
|
||||
### Model for Input
|
||||
|
||||
If you use this model as an input like here:
|
||||
|
||||
=== "Python 3.10+"
|
||||
|
||||
```Python hl_lines="14"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py[ln:1-15]!}
|
||||
|
||||
# Code below omitted 👇
|
||||
```
|
||||
|
||||
<details>
|
||||
<summary>👀 Full file preview</summary>
|
||||
|
||||
```Python
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py!}
|
||||
```
|
||||
|
||||
</details>
|
||||
|
||||
=== "Python 3.9+"
|
||||
|
||||
```Python hl_lines="16"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py[ln:1-17]!}
|
||||
|
||||
# Code below omitted 👇
|
||||
```
|
||||
|
||||
<details>
|
||||
<summary>👀 Full file preview</summary>
|
||||
|
||||
```Python
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py!}
|
||||
```
|
||||
|
||||
</details>
|
||||
|
||||
=== "Python 3.7+"
|
||||
|
||||
```Python hl_lines="16"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py[ln:1-17]!}
|
||||
|
||||
# Code below omitted 👇
|
||||
```
|
||||
|
||||
<details>
|
||||
<summary>👀 Full file preview</summary>
|
||||
|
||||
```Python
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py!}
|
||||
```
|
||||
|
||||
</details>
|
||||
|
||||
...then the `description` field will **not be required**. Because it has a default value of `None`.
|
||||
|
||||
### Input Model in Docs
|
||||
|
||||
You can confirm that in the docs, the `description` field doesn't have a **red asterisk**, it's not marked as required:
|
||||
|
||||
<div class="screenshot">
|
||||
<img src="/img/tutorial/separate-openapi-schemas/image01.png">
|
||||
</div>
|
||||
|
||||
### Model for Output
|
||||
|
||||
But if you use the same model as an output, like here:
|
||||
|
||||
=== "Python 3.10+"
|
||||
|
||||
```Python hl_lines="19"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py310.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.9+"
|
||||
|
||||
```Python hl_lines="21"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001_py39.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.7+"
|
||||
|
||||
```Python hl_lines="21"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial001.py!}
|
||||
```
|
||||
|
||||
...then because `description` has a default value, if you **don't return anything** for that field, it will still have that **default value**.
|
||||
|
||||
### Model for Output Response Data
|
||||
|
||||
If you interact with the docs and check the response, even though the code didn't add anything in one of the `description` fields, the JSON response contains the default value (`null`):
|
||||
|
||||
<div class="screenshot">
|
||||
<img src="/img/tutorial/separate-openapi-schemas/image02.png">
|
||||
</div>
|
||||
|
||||
This means that it will **always have a value**, it's just that sometimes the value could be `None` (or `null` in JSON).
|
||||
|
||||
That means that, clients using your API don't have to check if the value exists or not, they can **asume the field will always be there**, but just that in some cases it will have the default value of `None`.
|
||||
|
||||
The way to describe this in OpenAPI, is to mark that field as **required**, because it will always be there.
|
||||
|
||||
Because of that, the JSON Schema for a model can be different depending on if it's used for **input or output**:
|
||||
|
||||
* for **input** the `description` will **not be required**
|
||||
* for **output** it will be **required** (and possibly `None`, or in JSON terms, `null`)
|
||||
|
||||
### Model for Output in Docs
|
||||
|
||||
You can check the output model in the docs too, **both** `name` and `description` are marked as **required** with a **red asterisk**:
|
||||
|
||||
<div class="screenshot">
|
||||
<img src="/img/tutorial/separate-openapi-schemas/image03.png">
|
||||
</div>
|
||||
|
||||
### Model for Input and Output in Docs
|
||||
|
||||
And if you check all the available Schemas (JSON Schemas) in OpenAPI, you will see that there are two, one `Item-Input` and one `Item-Output`.
|
||||
|
||||
For `Item-Input`, `description` is **not required**, it doesn't have a red asterisk.
|
||||
|
||||
But for `Item-Output`, `description` is **required**, it has a red asterisk.
|
||||
|
||||
<div class="screenshot">
|
||||
<img src="/img/tutorial/separate-openapi-schemas/image04.png">
|
||||
</div>
|
||||
|
||||
With this feature from **Pydantic v2**, your API documentation is more **precise**, and if you have autogenerated clients and SDKs, they will be more precise too, with a better **developer experience** and consistency. 🎉
|
||||
|
||||
## Do not Separate Schemas
|
||||
|
||||
Now, there are some cases where you might want to have the **same schema for input and output**.
|
||||
|
||||
Probably the main use case for this is if you already have some autogenerated client code/SDKs and you don't want to update all the autogenerated client code/SDKs yet, you probably will want to do it at some point, but maybe not right now.
|
||||
|
||||
In that case, you can disable this feature in **FastAPI**, with the parameter `separate_input_output_schemas=False`.
|
||||
|
||||
!!! info
|
||||
Support for `separate_input_output_schemas` was added in FastAPI `0.102.0`. 🤓
|
||||
|
||||
=== "Python 3.10+"
|
||||
|
||||
```Python hl_lines="10"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial002_py310.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.9+"
|
||||
|
||||
```Python hl_lines="12"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial002_py39.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.7+"
|
||||
|
||||
```Python hl_lines="12"
|
||||
{!> ../../../docs_src/separate_openapi_schemas/tutorial002.py!}
|
||||
```
|
||||
|
||||
### Same Schema for Input and Output Models in Docs
|
||||
|
||||
And now there will be one single schema for input and output for the model, only `Item`, and it will have `description` as **not required**:
|
||||
|
||||
<div class="screenshot">
|
||||
<img src="/img/tutorial/separate-openapi-schemas/image05.png">
|
||||
</div>
|
||||
|
||||
This is the same behavior as in Pydantic v1. 🤓
|
||||
@@ -5,6 +5,15 @@
|
||||
|
||||
Feel free to skip this.
|
||||
|
||||
Peewee is not recommended with FastAPI as it doesn't play well with anything async Python. There are several better alternatives.
|
||||
|
||||
!!! info
|
||||
These docs assume Pydantic v1.
|
||||
|
||||
Because Pewee doesn't play well with anything async and there are better alternatives, I won't update these docs for Pydantic v2, they are kept for now only for historical purposes.
|
||||
|
||||
The examples here are no longer tested in CI (as they were before).
|
||||
|
||||
If you are starting a project from scratch, you are probably better off with SQLAlchemy ORM ([SQL (Relational) Databases](../tutorial/sql-databases.md){.internal-link target=_blank}), or any other async ORM.
|
||||
|
||||
If you already have a code base that uses <a href="https://docs.peewee-orm.com/en/latest/" class="external-link" target="_blank">Peewee ORM</a>, you can check here how to use it with **FastAPI**.
|
||||
BIN
docs/en/docs/img/sponsors/fern-banner.png
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|
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1
docs/en/docs/img/sponsors/fern-banner.svg
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|
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|
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1
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|
After Width: | Height: | Size: 349 KiB |
BIN
docs/en/docs/img/sponsors/porter-banner.png
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|
After Width: | Height: | Size: 17 KiB |
BIN
docs/en/docs/img/sponsors/porter.png
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|
After Width: | Height: | Size: 23 KiB |
BIN
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Normal file
|
After Width: | Height: | Size: 4.7 KiB |
|
Before Width: | Height: | Size: 88 KiB After Width: | Height: | Size: 84 KiB |
BIN
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|
After Width: | Height: | Size: 85 KiB |
BIN
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|
After Width: | Height: | Size: 80 KiB |
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|
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|
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|
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|
After Width: | Height: | Size: 44 KiB |
@@ -446,6 +446,8 @@ To understand more about it, see the section <a href="https://fastapi.tiangolo.c
|
||||
Used by Pydantic:
|
||||
|
||||
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - for email validation.
|
||||
* <a href="https://docs.pydantic.dev/latest/usage/pydantic_settings/" target="_blank"><code>pydantic-settings</code></a> - for settings management.
|
||||
* <a href="https://docs.pydantic.dev/latest/usage/types/extra_types/extra_types/" target="_blank"><code>pydantic-extra-types</code></a> - for extra types to be used with Pydantic.
|
||||
|
||||
Used by Starlette:
|
||||
|
||||
|
||||
@@ -1,5 +1,5 @@
|
||||
# FastAPI and friends newsletter
|
||||
|
||||
<iframe class="mj-w-res-iframe" frameborder="0" scrolling="no" marginheight="0" marginwidth="0" src="https://app.mailjet.com/widget/iframe/6gQ4/GDo" width="100%"></iframe>
|
||||
<iframe data-w-type="embedded" frameborder="0" scrolling="no" marginheight="0" marginwidth="0" src="https://xr4n4.mjt.lu/wgt/xr4n4/hj5/form?c=40a44fa4" width="100%" style="height: 0;"></iframe>
|
||||
|
||||
<script type="text/javascript" src="https://app.mailjet.com/statics/js/iframeResizer.min.js"></script>
|
||||
<script type="text/javascript" src="https://app.mailjet.com/pas-nc-embedded-v1.js"></script>
|
||||
|
||||
@@ -3,6 +3,272 @@
|
||||
## Latest Changes
|
||||
|
||||
|
||||
## 0.103.0
|
||||
|
||||
### Features
|
||||
|
||||
* ✨ Add support for `openapi_examples` in all FastAPI parameters. PR [#10152](https://github.com/tiangolo/fastapi/pull/10152) by [@tiangolo](https://github.com/tiangolo).
|
||||
* New docs: [OpenAPI-specific examples](https://fastapi.tiangolo.com/tutorial/schema-extra-example/#openapi-specific-examples).
|
||||
|
||||
### Docs
|
||||
|
||||
* 📝 Add note to docs about Separate Input and Output Schemas with FastAPI version. PR [#10150](https://github.com/tiangolo/fastapi/pull/10150) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
## 0.102.0
|
||||
|
||||
### Features
|
||||
|
||||
* ✨ Add support for disabling the separation of input and output JSON Schemas in OpenAPI with Pydantic v2 with `separate_input_output_schemas=False`. PR [#10145](https://github.com/tiangolo/fastapi/pull/10145) by [@tiangolo](https://github.com/tiangolo).
|
||||
* New docs [Separate OpenAPI Schemas for Input and Output or Not](https://fastapi.tiangolo.com/how-to/separate-openapi-schemas/).
|
||||
* This PR also includes a new setup (internal tools) for generating screenshots for the docs.
|
||||
|
||||
### Refactors
|
||||
|
||||
* ♻️ Refactor tests for new Pydantic 2.2.1. PR [#10115](https://github.com/tiangolo/fastapi/pull/10115) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
### Docs
|
||||
|
||||
* 📝 Add new docs section, How To - Recipes, move docs that don't have to be read by everyone to How To. PR [#10114](https://github.com/tiangolo/fastapi/pull/10114) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 📝 Update Advanced docs, add links to sponsor courses. PR [#10113](https://github.com/tiangolo/fastapi/pull/10113) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 📝 Update docs for generating clients. PR [#10112](https://github.com/tiangolo/fastapi/pull/10112) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 📝 Tweak MkDocs and add redirects. PR [#10111](https://github.com/tiangolo/fastapi/pull/10111) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 📝 Restructure docs for cloud providers, include links to sponsors. PR [#10110](https://github.com/tiangolo/fastapi/pull/10110) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
### Internal
|
||||
|
||||
* 🔧 Update sponsors, add Speakeasy. PR [#10098](https://github.com/tiangolo/fastapi/pull/10098) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
## 0.101.1
|
||||
|
||||
### Fixes
|
||||
|
||||
* ✨ Add `ResponseValidationError` printable details, to show up in server error logs. PR [#10078](https://github.com/tiangolo/fastapi/pull/10078) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
### Refactors
|
||||
|
||||
* ✏️ Fix typo in deprecation warnings in `fastapi/params.py`. PR [#9854](https://github.com/tiangolo/fastapi/pull/9854) by [@russbiggs](https://github.com/russbiggs).
|
||||
* ✏️ Fix typos in comments on internal code in `fastapi/concurrency.py` and `fastapi/routing.py`. PR [#9590](https://github.com/tiangolo/fastapi/pull/9590) by [@ElliottLarsen](https://github.com/ElliottLarsen).
|
||||
|
||||
### Docs
|
||||
|
||||
* ✏️ Fix typo in release notes. PR [#9835](https://github.com/tiangolo/fastapi/pull/9835) by [@francisbergin](https://github.com/francisbergin).
|
||||
* 📝 Add external article: Build an SMS Spam Classifier Serverless Database with FaunaDB and FastAPI. PR [#9847](https://github.com/tiangolo/fastapi/pull/9847) by [@adejumoridwan](https://github.com/adejumoridwan).
|
||||
* 📝 Fix typo in `docs/en/docs/contributing.md`. PR [#9878](https://github.com/tiangolo/fastapi/pull/9878) by [@VicenteMerino](https://github.com/VicenteMerino).
|
||||
* 📝 Fix code highlighting in `docs/en/docs/tutorial/bigger-applications.md`. PR [#9806](https://github.com/tiangolo/fastapi/pull/9806) by [@theonlykingpin](https://github.com/theonlykingpin).
|
||||
|
||||
### Translations
|
||||
|
||||
* 🌐 Add Japanese translation for `docs/ja/docs/deployment/concepts.md`. PR [#10062](https://github.com/tiangolo/fastapi/pull/10062) by [@tamtam-fitness](https://github.com/tamtam-fitness).
|
||||
* 🌐 Add Japanese translation for `docs/ja/docs/deployment/server-workers.md`. PR [#10064](https://github.com/tiangolo/fastapi/pull/10064) by [@tamtam-fitness](https://github.com/tamtam-fitness).
|
||||
* 🌐 Update Japanese translation for `docs/ja/docs/deployment/docker.md`. PR [#10073](https://github.com/tiangolo/fastapi/pull/10073) by [@tamtam-fitness](https://github.com/tamtam-fitness).
|
||||
* 🌐 Add Ukrainian translation for `docs/uk/docs/fastapi-people.md`. PR [#10059](https://github.com/tiangolo/fastapi/pull/10059) by [@rostik1410](https://github.com/rostik1410).
|
||||
* 🌐 Add Ukrainian translation for `docs/uk/docs/tutorial/cookie-params.md`. PR [#10032](https://github.com/tiangolo/fastapi/pull/10032) by [@rostik1410](https://github.com/rostik1410).
|
||||
* 🌐 Add Russian translation for `docs/ru/docs/deployment/docker.md`. PR [#9971](https://github.com/tiangolo/fastapi/pull/9971) by [@Xewus](https://github.com/Xewus).
|
||||
* 🌐 Add Vietnamese translation for `docs/vi/docs/python-types.md`. PR [#10047](https://github.com/tiangolo/fastapi/pull/10047) by [@magiskboy](https://github.com/magiskboy).
|
||||
* 🌐 Add Russian translation for `docs/ru/docs/tutorial/dependencies/global-dependencies.md`. PR [#9970](https://github.com/tiangolo/fastapi/pull/9970) by [@dudyaosuplayer](https://github.com/dudyaosuplayer).
|
||||
* 🌐 Add Urdu translation for `docs/ur/docs/benchmarks.md`. PR [#9974](https://github.com/tiangolo/fastapi/pull/9974) by [@AhsanSheraz](https://github.com/AhsanSheraz).
|
||||
|
||||
### Internal
|
||||
|
||||
* 🔧 Add sponsor Porter. PR [#10051](https://github.com/tiangolo/fastapi/pull/10051) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🔧 Update sponsors, add Jina back as bronze sponsor. PR [#10050](https://github.com/tiangolo/fastapi/pull/10050) by [@tiangolo](https://github.com/tiangolo).
|
||||
* ⬆ Bump mypy from 1.4.0 to 1.4.1. PR [#9756](https://github.com/tiangolo/fastapi/pull/9756) by [@dependabot[bot]](https://github.com/apps/dependabot).
|
||||
* ⬆ Bump mkdocs-material from 9.1.17 to 9.1.21. PR [#9960](https://github.com/tiangolo/fastapi/pull/9960) by [@dependabot[bot]](https://github.com/apps/dependabot).
|
||||
|
||||
## 0.101.0
|
||||
|
||||
### Features
|
||||
|
||||
* ✨ Enable Pydantic's serialization mode for responses, add support for Pydantic's `computed_field`, better OpenAPI for response models, proper required attributes, better generated clients. PR [#10011](https://github.com/tiangolo/fastapi/pull/10011) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
### Refactors
|
||||
|
||||
* ✅ Fix tests for compatibility with pydantic 2.1.1. PR [#9943](https://github.com/tiangolo/fastapi/pull/9943) by [@dmontagu](https://github.com/dmontagu).
|
||||
* ✅ Fix test error in Windows for `jsonable_encoder`. PR [#9840](https://github.com/tiangolo/fastapi/pull/9840) by [@iudeen](https://github.com/iudeen).
|
||||
|
||||
### Upgrades
|
||||
|
||||
* 📌 Do not allow Pydantic 2.1.0 that breaks (require 2.1.1). PR [#10012](https://github.com/tiangolo/fastapi/pull/10012) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
### Translations
|
||||
|
||||
* 🌐 Add Russian translation for `docs/ru/docs/tutorial/security/index.md`. PR [#9963](https://github.com/tiangolo/fastapi/pull/9963) by [@eVery1337](https://github.com/eVery1337).
|
||||
* 🌐 Remove Vietnamese note about missing translation. PR [#9957](https://github.com/tiangolo/fastapi/pull/9957) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
### Internal
|
||||
|
||||
* 👷 Add GitHub Actions step dump context to debug external failures. PR [#10008](https://github.com/tiangolo/fastapi/pull/10008) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🔧 Restore MkDocs Material pin after the fix. PR [#10001](https://github.com/tiangolo/fastapi/pull/10001) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🔧 Update the Question template to ask for the Pydantic version. PR [#10000](https://github.com/tiangolo/fastapi/pull/10000) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 📍 Update MkDocs Material dependencies. PR [#9986](https://github.com/tiangolo/fastapi/pull/9986) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👥 Update FastAPI People. PR [#9999](https://github.com/tiangolo/fastapi/pull/9999) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🐳 Update Dockerfile with compatibility versions, to upgrade later. PR [#9998](https://github.com/tiangolo/fastapi/pull/9998) by [@tiangolo](https://github.com/tiangolo).
|
||||
* ➕ Add pydantic-settings to FastAPI People dependencies. PR [#9988](https://github.com/tiangolo/fastapi/pull/9988) by [@tiangolo](https://github.com/tiangolo).
|
||||
* ♻️ Update FastAPI People logic with new Pydantic. PR [#9985](https://github.com/tiangolo/fastapi/pull/9985) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🍱 Update sponsors, Fern badge. PR [#9982](https://github.com/tiangolo/fastapi/pull/9982) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👷 Deploy docs to Cloudflare Pages. PR [#9978](https://github.com/tiangolo/fastapi/pull/9978) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🔧 Update sponsor Fern. PR [#9979](https://github.com/tiangolo/fastapi/pull/9979) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👷 Update CI debug mode with Tmate. PR [#9977](https://github.com/tiangolo/fastapi/pull/9977) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
## 0.100.1
|
||||
|
||||
### Fixes
|
||||
|
||||
* 🐛 Replace `MultHostUrl` to `AnyUrl` for compatibility with older versions of Pydantic v1. PR [#9852](https://github.com/tiangolo/fastapi/pull/9852) by [@Kludex](https://github.com/Kludex).
|
||||
|
||||
### Docs
|
||||
|
||||
* 📝 Update links for self-hosted Swagger UI, point to v5, for OpenAPI 31.0. PR [#9834](https://github.com/tiangolo/fastapi/pull/9834) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
### Translations
|
||||
|
||||
* 🌐 Add Ukrainian translation for `docs/uk/docs/tutorial/body.md`. PR [#4574](https://github.com/tiangolo/fastapi/pull/4574) by [@ss-o-furda](https://github.com/ss-o-furda).
|
||||
* 🌐 Add Vietnamese translation for `docs/vi/docs/features.md` and `docs/vi/docs/index.md`. PR [#3006](https://github.com/tiangolo/fastapi/pull/3006) by [@magiskboy](https://github.com/magiskboy).
|
||||
* 🌐 Add Korean translation for `docs/ko/docs/async.md`. PR [#4179](https://github.com/tiangolo/fastapi/pull/4179) by [@NinaHwang](https://github.com/NinaHwang).
|
||||
* 🌐 Add Chinese translation for `docs/zh/docs/tutorial/background-tasks.md`. PR [#9812](https://github.com/tiangolo/fastapi/pull/9812) by [@wdh99](https://github.com/wdh99).
|
||||
* 🌐 Add French translation for `docs/fr/docs/tutorial/query-params-str-validations.md`. PR [#4075](https://github.com/tiangolo/fastapi/pull/4075) by [@Smlep](https://github.com/Smlep).
|
||||
* 🌐 Add French translation for `docs/fr/docs/tutorial/index.md`. PR [#2234](https://github.com/tiangolo/fastapi/pull/2234) by [@JulianMaurin](https://github.com/JulianMaurin).
|
||||
* 🌐 Add French translation for `docs/fr/docs/contributing.md`. PR [#2132](https://github.com/tiangolo/fastapi/pull/2132) by [@JulianMaurin](https://github.com/JulianMaurin).
|
||||
* 🌐 Add French translation for `docs/fr/docs/benchmarks.md`. PR [#2155](https://github.com/tiangolo/fastapi/pull/2155) by [@clemsau](https://github.com/clemsau).
|
||||
* 🌐 Update Chinese translations with new source files. PR [#9738](https://github.com/tiangolo/fastapi/pull/9738) by [@mahone3297](https://github.com/mahone3297).
|
||||
* 🌐 Add Russian translation for `docs/ru/docs/tutorial/request-forms.md`. PR [#9841](https://github.com/tiangolo/fastapi/pull/9841) by [@dedkot01](https://github.com/dedkot01).
|
||||
* 🌐 Update Chinese translation for `docs/zh/docs/tutorial/handling-errors.md`. PR [#9485](https://github.com/tiangolo/fastapi/pull/9485) by [@Creat55](https://github.com/Creat55).
|
||||
|
||||
### Internal
|
||||
|
||||
* 🔧 Update sponsors, add Fern. PR [#9956](https://github.com/tiangolo/fastapi/pull/9956) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👷 Update FastAPI People token. PR [#9844](https://github.com/tiangolo/fastapi/pull/9844) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👥 Update FastAPI People. PR [#9775](https://github.com/tiangolo/fastapi/pull/9775) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👷 Update MkDocs Material token. PR [#9843](https://github.com/tiangolo/fastapi/pull/9843) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👷 Update token for latest changes. PR [#9842](https://github.com/tiangolo/fastapi/pull/9842) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
## 0.100.0
|
||||
|
||||
✨ Support for **Pydantic v2** ✨
|
||||
|
||||
Pydantic version 2 has the **core** re-written in **Rust** and includes a lot of improvements and features, for example:
|
||||
|
||||
* Improved **correctness** in corner cases.
|
||||
* **Safer** types.
|
||||
* Better **performance** and **less energy** consumption.
|
||||
* Better **extensibility**.
|
||||
* etc.
|
||||
|
||||
...all this while keeping the **same Python API**. In most of the cases, for simple models, you can simply upgrade the Pydantic version and get all the benefits. 🚀
|
||||
|
||||
In some cases, for pure data validation and processing, you can get performance improvements of **20x** or more. This means 2,000% or more. 🤯
|
||||
|
||||
When you use **FastAPI**, there's a lot more going on, processing the request and response, handling dependencies, executing **your own code**, and particularly, **waiting for the network**. But you will probably still get some nice performance improvements just from the upgrade.
|
||||
|
||||
The focus of this release is **compatibility** with Pydantic v1 and v2, to make sure your current apps keep working. Later there will be more focus on refactors, correctness, code improvements, and then **performance** improvements. Some third-party early beta testers that ran benchmarks on the beta releases of FastAPI reported improvements of **2x - 3x**. Which is not bad for just doing `pip install --upgrade fastapi pydantic`. This was not an official benchmark and I didn't check it myself, but it's a good sign.
|
||||
|
||||
### Migration
|
||||
|
||||
Check out the [Pydantic migration guide](https://docs.pydantic.dev/2.0/migration/).
|
||||
|
||||
For the things that need changes in your Pydantic models, the Pydantic team built [`bump-pydantic`](https://github.com/pydantic/bump-pydantic).
|
||||
|
||||
A command line tool that will **process your code** and update most of the things **automatically** for you. Make sure you have your code in git first, and review each of the changes to make sure everything is correct before committing the changes.
|
||||
|
||||
### Pydantic v1
|
||||
|
||||
**This version of FastAPI still supports Pydantic v1**. And although Pydantic v1 will be deprecated at some point, it will still be supported for a while.
|
||||
|
||||
This means that you can install the new Pydantic v2, and if something fails, you can install Pydantic v1 while you fix any problems you might have, but having the latest FastAPI.
|
||||
|
||||
There are **tests for both Pydantic v1 and v2**, and test **coverage** is kept at **100%**.
|
||||
|
||||
### Changes
|
||||
|
||||
* There are **new parameter** fields supported by Pydantic `Field()` for:
|
||||
|
||||
* `Path()`
|
||||
* `Query()`
|
||||
* `Header()`
|
||||
* `Cookie()`
|
||||
* `Body()`
|
||||
* `Form()`
|
||||
* `File()`
|
||||
|
||||
* The new parameter fields are:
|
||||
|
||||
* `default_factory`
|
||||
* `alias_priority`
|
||||
* `validation_alias`
|
||||
* `serialization_alias`
|
||||
* `discriminator`
|
||||
* `strict`
|
||||
* `multiple_of`
|
||||
* `allow_inf_nan`
|
||||
* `max_digits`
|
||||
* `decimal_places`
|
||||
* `json_schema_extra`
|
||||
|
||||
...you can read about them in the Pydantic docs.
|
||||
|
||||
* The parameter `regex` has been deprecated and replaced by `pattern`.
|
||||
* You can read more about it in the docs for [Query Parameters and String Validations: Add regular expressions](https://fastapi.tiangolo.com/tutorial/query-params-str-validations/#add-regular-expressions).
|
||||
* New Pydantic models use an improved and simplified attribute `model_config` that takes a simple dict instead of an internal class `Config` for their configuration.
|
||||
* You can read more about it in the docs for [Declare Request Example Data](https://fastapi.tiangolo.com/tutorial/schema-extra-example/).
|
||||
* The attribute `schema_extra` for the internal class `Config` has been replaced by the key `json_schema_extra` in the new `model_config` dict.
|
||||
* You can read more about it in the docs for [Declare Request Example Data](https://fastapi.tiangolo.com/tutorial/schema-extra-example/).
|
||||
* When you install `"fastapi[all]"` it now also includes:
|
||||
* <a href="https://docs.pydantic.dev/latest/usage/pydantic_settings/" target="_blank"><code>pydantic-settings</code></a> - for settings management.
|
||||
* <a href="https://docs.pydantic.dev/latest/usage/types/extra_types/extra_types/" target="_blank"><code>pydantic-extra-types</code></a> - for extra types to be used with Pydantic.
|
||||
* Now Pydantic Settings is an additional optional package (included in `"fastapi[all]"`). To use settings you should now import `from pydantic_settings import BaseSettings` instead of importing from `pydantic` directly.
|
||||
* You can read more about it in the docs for [Settings and Environment Variables](https://fastapi.tiangolo.com/advanced/settings/).
|
||||
|
||||
* PR [#9816](https://github.com/tiangolo/fastapi/pull/9816) by [@tiangolo](https://github.com/tiangolo), included all the work done (in multiple PRs) on the beta branch (`main-pv2`).
|
||||
|
||||
## 0.99.1
|
||||
|
||||
### Fixes
|
||||
|
||||
* 🐛 Fix JSON Schema accepting bools as valid JSON Schemas, e.g. `additionalProperties: false`. PR [#9781](https://github.com/tiangolo/fastapi/pull/9781) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
### Docs
|
||||
|
||||
* 📝 Update source examples to use new JSON Schema examples field. PR [#9776](https://github.com/tiangolo/fastapi/pull/9776) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
## 0.99.0
|
||||
|
||||
### Features
|
||||
|
||||
* ✨ Add support for OpenAPI 3.1.0. PR [#9770](https://github.com/tiangolo/fastapi/pull/9770) by [@tiangolo](https://github.com/tiangolo).
|
||||
* New support for documenting **webhooks**, read the new docs here: <a href="https://fastapi.tiangolo.com/advanced/openapi-webhooks/" class="external-link" target="_blank">Advanced User Guide: OpenAPI Webhooks</a>.
|
||||
* Upgrade OpenAPI 3.1.0, this uses JSON Schema 2020-12.
|
||||
* Upgrade Swagger UI to version 5.x.x, that supports OpenAPI 3.1.0.
|
||||
* Updated `examples` field in `Query()`, `Cookie()`, `Body()`, etc. based on the latest JSON Schema and OpenAPI. Now it takes a list of examples and they are included directly in the JSON Schema, not outside. Read more about it (including the historical technical details) in the updated docs: <a href="https://fastapi.tiangolo.com/tutorial/schema-extra-example/" class="external-link" target="_blank">Tutorial: Declare Request Example Data</a>.
|
||||
|
||||
* ✨ Add support for `deque` objects and children in `jsonable_encoder`. PR [#9433](https://github.com/tiangolo/fastapi/pull/9433) by [@cranium](https://github.com/cranium).
|
||||
|
||||
### Docs
|
||||
|
||||
* 📝 Fix form for the FastAPI and friends newsletter. PR [#9749](https://github.com/tiangolo/fastapi/pull/9749) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
### Translations
|
||||
|
||||
* 🌐 Add Persian translation for `docs/fa/docs/advanced/sub-applications.md`. PR [#9692](https://github.com/tiangolo/fastapi/pull/9692) by [@mojtabapaso](https://github.com/mojtabapaso).
|
||||
* 🌐 Add Russian translation for `docs/ru/docs/tutorial/response-model.md`. PR [#9675](https://github.com/tiangolo/fastapi/pull/9675) by [@glsglsgls](https://github.com/glsglsgls).
|
||||
|
||||
### Internal
|
||||
|
||||
* 🔨 Enable linenums in MkDocs Material during local live development to simplify highlighting code. PR [#9769](https://github.com/tiangolo/fastapi/pull/9769) by [@tiangolo](https://github.com/tiangolo).
|
||||
* ⬆ Update httpx requirement from <0.24.0,>=0.23.0 to >=0.23.0,<0.25.0. PR [#9724](https://github.com/tiangolo/fastapi/pull/9724) by [@dependabot[bot]](https://github.com/apps/dependabot).
|
||||
* ⬆ Bump mkdocs-material from 9.1.16 to 9.1.17. PR [#9746](https://github.com/tiangolo/fastapi/pull/9746) by [@dependabot[bot]](https://github.com/apps/dependabot).
|
||||
* 🔥 Remove missing translation dummy pages, no longer necessary. PR [#9751](https://github.com/tiangolo/fastapi/pull/9751) by [@tiangolo](https://github.com/tiangolo).
|
||||
* ⬆ [pre-commit.ci] pre-commit autoupdate. PR [#9259](https://github.com/tiangolo/fastapi/pull/9259) by [@pre-commit-ci[bot]](https://github.com/apps/pre-commit-ci).
|
||||
* ✨ Add Material for MkDocs Insiders features and cards. PR [#9748](https://github.com/tiangolo/fastapi/pull/9748) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🔥 Remove languages without translations. PR [#9743](https://github.com/tiangolo/fastapi/pull/9743) by [@tiangolo](https://github.com/tiangolo).
|
||||
* ✨ Refactor docs for building scripts, use MkDocs hooks, simplify (remove) configs for languages. PR [#9742](https://github.com/tiangolo/fastapi/pull/9742) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🔨 Add MkDocs hook that renames sections based on the first index file. PR [#9737](https://github.com/tiangolo/fastapi/pull/9737) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👷 Make cron jobs run only on main repo, not on forks, to avoid error notifications from missing tokens. PR [#9735](https://github.com/tiangolo/fastapi/pull/9735) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🔧 Update MkDocs for other languages. PR [#9734](https://github.com/tiangolo/fastapi/pull/9734) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👷 Refactor Docs CI, run in multiple workers with a dynamic matrix to optimize speed. PR [#9732](https://github.com/tiangolo/fastapi/pull/9732) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 🔥 Remove old internal GitHub Action watch-previews that is no longer needed. PR [#9730](https://github.com/tiangolo/fastapi/pull/9730) by [@tiangolo](https://github.com/tiangolo).
|
||||
* ⬆️ Upgrade MkDocs and MkDocs Material. PR [#9729](https://github.com/tiangolo/fastapi/pull/9729) by [@tiangolo](https://github.com/tiangolo).
|
||||
* 👷 Build and deploy docs only on docs changes. PR [#9728](https://github.com/tiangolo/fastapi/pull/9728) by [@tiangolo](https://github.com/tiangolo).
|
||||
|
||||
## 0.98.0
|
||||
|
||||
### Features
|
||||
|
||||
@@ -377,7 +377,7 @@ The `router` from `users` would overwrite the one from `items` and we wouldn't b
|
||||
|
||||
So, to be able to use both of them in the same file, we import the submodules directly:
|
||||
|
||||
```Python hl_lines="4"
|
||||
```Python hl_lines="5"
|
||||
{!../../../docs_src/bigger_applications/app/main.py!}
|
||||
```
|
||||
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Dependencies - First Steps
|
||||
# Dependencies
|
||||
|
||||
**FastAPI** has a very powerful but intuitive **<abbr title="also known as components, resources, providers, services, injectables">Dependency Injection</abbr>** system.
|
||||
|
||||
|
||||
@@ -99,7 +99,7 @@ It will show a JSON starting with something like:
|
||||
|
||||
```JSON
|
||||
{
|
||||
"openapi": "3.0.2",
|
||||
"openapi": "3.1.0",
|
||||
"info": {
|
||||
"title": "FastAPI",
|
||||
"version": "0.1.0"
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Tutorial - User Guide - Intro
|
||||
# Tutorial - User Guide
|
||||
|
||||
This tutorial shows you how to use **FastAPI** with most of its features, step by step.
|
||||
|
||||
|
||||
@@ -9,15 +9,16 @@ You can set the following fields that are used in the OpenAPI specification and
|
||||
| Parameter | Type | Description |
|
||||
|------------|------|-------------|
|
||||
| `title` | `str` | The title of the API. |
|
||||
| `summary` | `str` | A short summary of the API. <small>Available since OpenAPI 3.1.0, FastAPI 0.99.0.</small> |
|
||||
| `description` | `str` | A short description of the API. It can use Markdown. |
|
||||
| `version` | `string` | The version of the API. This is the version of your own application, not of OpenAPI. For example `2.5.0`. |
|
||||
| `terms_of_service` | `str` | A URL to the Terms of Service for the API. If provided, this has to be a URL. |
|
||||
| `contact` | `dict` | The contact information for the exposed API. It can contain several fields. <details><summary><code>contact</code> fields</summary><table><thead><tr><th>Parameter</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td><code>name</code></td><td><code>str</code></td><td>The identifying name of the contact person/organization.</td></tr><tr><td><code>url</code></td><td><code>str</code></td><td>The URL pointing to the contact information. MUST be in the format of a URL.</td></tr><tr><td><code>email</code></td><td><code>str</code></td><td>The email address of the contact person/organization. MUST be in the format of an email address.</td></tr></tbody></table></details> |
|
||||
| `license_info` | `dict` | The license information for the exposed API. It can contain several fields. <details><summary><code>license_info</code> fields</summary><table><thead><tr><th>Parameter</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td><code>name</code></td><td><code>str</code></td><td><strong>REQUIRED</strong> (if a <code>license_info</code> is set). The license name used for the API.</td></tr><tr><td><code>url</code></td><td><code>str</code></td><td>A URL to the license used for the API. MUST be in the format of a URL.</td></tr></tbody></table></details> |
|
||||
| `license_info` | `dict` | The license information for the exposed API. It can contain several fields. <details><summary><code>license_info</code> fields</summary><table><thead><tr><th>Parameter</th><th>Type</th><th>Description</th></tr></thead><tbody><tr><td><code>name</code></td><td><code>str</code></td><td><strong>REQUIRED</strong> (if a <code>license_info</code> is set). The license name used for the API.</td></tr><tr><td><code>identifier</code></td><td><code>str</code></td><td>An <a href="https://spdx.dev/spdx-specification-21-web-version/#h.jxpfx0ykyb60" class="external-link" target="_blank">SPDX</a> license expression for the API. The <code>identifier</code> field is mutually exclusive of the <code>url</code> field. <small>Available since OpenAPI 3.1.0, FastAPI 0.99.0.</small></td></tr><tr><td><code>url</code></td><td><code>str</code></td><td>A URL to the license used for the API. MUST be in the format of a URL.</td></tr></tbody></table></details> |
|
||||
|
||||
You can set them as follows:
|
||||
|
||||
```Python hl_lines="3-16 19-31"
|
||||
```Python hl_lines="3-16 19-32"
|
||||
{!../../../docs_src/metadata/tutorial001.py!}
|
||||
```
|
||||
|
||||
@@ -28,6 +29,16 @@ With this configuration, the automatic API docs would look like:
|
||||
|
||||
<img src="/img/tutorial/metadata/image01.png">
|
||||
|
||||
## License identifier
|
||||
|
||||
Since OpenAPI 3.1.0 and FastAPI 0.99.0, you can also set the `license_info` with an `identifier` instead of a `url`.
|
||||
|
||||
For example:
|
||||
|
||||
```Python hl_lines="31"
|
||||
{!../../../docs_src/metadata/tutorial001_1.py!}
|
||||
```
|
||||
|
||||
## Metadata for tags
|
||||
|
||||
You can also add additional metadata for the different tags used to group your path operations with the parameter `openapi_tags`.
|
||||
|
||||
@@ -83,7 +83,7 @@ And when you open your browser at <a href="http://127.0.0.1:8000/docs" class="ex
|
||||
|
||||
## Standards-based benefits, alternative documentation
|
||||
|
||||
And because the generated schema is from the <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.2.md" class="external-link" target="_blank">OpenAPI</a> standard, there are many compatible tools.
|
||||
And because the generated schema is from the <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.1.0.md" class="external-link" target="_blank">OpenAPI</a> standard, there are many compatible tools.
|
||||
|
||||
Because of this, **FastAPI** itself provides an alternative API documentation (using ReDoc), which you can access at <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>:
|
||||
|
||||
|
||||
@@ -277,7 +277,7 @@ You can also add a parameter `min_length`:
|
||||
|
||||
## Add regular expressions
|
||||
|
||||
You can define a <abbr title="A regular expression, regex or regexp is a sequence of characters that define a search pattern for strings.">regular expression</abbr> that the parameter should match:
|
||||
You can define a <abbr title="A regular expression, regex or regexp is a sequence of characters that define a search pattern for strings.">regular expression</abbr> `pattern` that the parameter should match:
|
||||
|
||||
=== "Python 3.10+"
|
||||
|
||||
@@ -315,7 +315,7 @@ You can define a <abbr title="A regular expression, regex or regexp is a sequenc
|
||||
{!> ../../../docs_src/query_params_str_validations/tutorial004.py!}
|
||||
```
|
||||
|
||||
This specific regular expression checks that the received parameter value:
|
||||
This specific regular expression pattern checks that the received parameter value:
|
||||
|
||||
* `^`: starts with the following characters, doesn't have characters before.
|
||||
* `fixedquery`: has the exact value `fixedquery`.
|
||||
@@ -325,6 +325,20 @@ If you feel lost with all these **"regular expression"** ideas, don't worry. The
|
||||
|
||||
But whenever you need them and go and learn them, know that you can already use them directly in **FastAPI**.
|
||||
|
||||
### Pydantic v1 `regex` instead of `pattern`
|
||||
|
||||
Before Pydantic version 2 and before FastAPI 0.100.0, the parameter was called `regex` instead of `pattern`, but it's now deprecated.
|
||||
|
||||
You could still see some code using it:
|
||||
|
||||
=== "Python 3.10+ Pydantic v1"
|
||||
|
||||
```Python hl_lines="11"
|
||||
{!> ../../../docs_src/query_params_str_validations/tutorial004_an_py310_regex.py!}
|
||||
```
|
||||
|
||||
But know that this is deprecated and it should be updated to use the new parameter `pattern`. 🤓
|
||||
|
||||
## Default values
|
||||
|
||||
You can, of course, use default values other than `None`.
|
||||
|
||||
@@ -4,34 +4,63 @@ You can declare examples of the data your app can receive.
|
||||
|
||||
Here are several ways to do it.
|
||||
|
||||
## Pydantic `schema_extra`
|
||||
## Extra JSON Schema data in Pydantic models
|
||||
|
||||
You can declare an `example` for a Pydantic model using `Config` and `schema_extra`, as described in <a href="https://pydantic-docs.helpmanual.io/usage/schema/#schema-customization" class="external-link" target="_blank">Pydantic's docs: Schema customization</a>:
|
||||
You can declare `examples` for a Pydantic model that will be added to the generated JSON Schema.
|
||||
|
||||
=== "Python 3.10+"
|
||||
=== "Python 3.10+ Pydantic v2"
|
||||
|
||||
```Python hl_lines="13-21"
|
||||
```Python hl_lines="13-24"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial001_py310.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.6+"
|
||||
=== "Python 3.10+ Pydantic v1"
|
||||
|
||||
```Python hl_lines="15-23"
|
||||
```Python hl_lines="13-23"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial001_py310_pv1.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.6+ Pydantic v2"
|
||||
|
||||
```Python hl_lines="15-26"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial001.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.6+ Pydantic v1"
|
||||
|
||||
```Python hl_lines="15-25"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial001_pv1.py!}
|
||||
```
|
||||
|
||||
That extra info will be added as-is to the output **JSON Schema** for that model, and it will be used in the API docs.
|
||||
|
||||
=== "Pydantic v2"
|
||||
|
||||
In Pydantic version 2, you would use the attribute `model_config`, that takes a `dict` as described in <a href="https://docs.pydantic.dev/latest/usage/model_config/" class="external-link" target="_blank">Pydantic's docs: Model Config</a>.
|
||||
|
||||
You can set `"json_schema_extra"` with a `dict` containing any additonal data you would like to show up in the generated JSON Schema, including `examples`.
|
||||
|
||||
=== "Pydantic v1"
|
||||
|
||||
In Pydantic version 1, you would use an internal class `Config` and `schema_extra`, as described in <a href="https://docs.pydantic.dev/1.10/usage/schema/#schema-customization" class="external-link" target="_blank">Pydantic's docs: Schema customization</a>.
|
||||
|
||||
You can set `schema_extra` with a `dict` containing any additonal data you would like to show up in the generated JSON Schema, including `examples`.
|
||||
|
||||
!!! tip
|
||||
You could use the same technique to extend the JSON Schema and add your own custom extra info.
|
||||
|
||||
For example you could use it to add metadata for a frontend user interface, etc.
|
||||
|
||||
!!! info
|
||||
OpenAPI 3.1.0 (used since FastAPI 0.99.0) added support for `examples`, which is part of the **JSON Schema** standard.
|
||||
|
||||
Before that, it only supported the keyword `example` with a single example. That is still supported by OpenAPI 3.1.0, but is deprecated and is not part of the JSON Schema standard. So you are encouraged to migrate `example` to `examples`. 🤓
|
||||
|
||||
You can read more at the end of this page.
|
||||
|
||||
## `Field` additional arguments
|
||||
|
||||
When using `Field()` with Pydantic models, you can also declare extra info for the **JSON Schema** by passing any other arbitrary arguments to the function.
|
||||
|
||||
You can use this to add `example` for each field:
|
||||
When using `Field()` with Pydantic models, you can also declare additional `examples`:
|
||||
|
||||
=== "Python 3.10+"
|
||||
|
||||
@@ -45,10 +74,7 @@ You can use this to add `example` for each field:
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial002.py!}
|
||||
```
|
||||
|
||||
!!! warning
|
||||
Keep in mind that those extra arguments passed won't add any validation, only extra information, for documentation purposes.
|
||||
|
||||
## `example` and `examples` in OpenAPI
|
||||
## `examples` in JSON Schema - OpenAPI
|
||||
|
||||
When using any of:
|
||||
|
||||
@@ -60,27 +86,27 @@ When using any of:
|
||||
* `Form()`
|
||||
* `File()`
|
||||
|
||||
you can also declare a data `example` or a group of `examples` with additional information that will be added to **OpenAPI**.
|
||||
you can also declare a group of `examples` with additional information that will be added to their **JSON Schemas** inside of **OpenAPI**.
|
||||
|
||||
### `Body` with `example`
|
||||
### `Body` with `examples`
|
||||
|
||||
Here we pass an `example` of the data expected in `Body()`:
|
||||
Here we pass `examples` containing one example of the data expected in `Body()`:
|
||||
|
||||
=== "Python 3.10+"
|
||||
|
||||
```Python hl_lines="22-27"
|
||||
```Python hl_lines="22-29"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial003_an_py310.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.9+"
|
||||
|
||||
```Python hl_lines="22-27"
|
||||
```Python hl_lines="22-29"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial003_an_py39.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.6+"
|
||||
|
||||
```Python hl_lines="23-28"
|
||||
```Python hl_lines="23-30"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial003_an.py!}
|
||||
```
|
||||
|
||||
@@ -89,7 +115,7 @@ Here we pass an `example` of the data expected in `Body()`:
|
||||
!!! tip
|
||||
Prefer to use the `Annotated` version if possible.
|
||||
|
||||
```Python hl_lines="18-23"
|
||||
```Python hl_lines="18-25"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial003_py310.py!}
|
||||
```
|
||||
|
||||
@@ -98,7 +124,7 @@ Here we pass an `example` of the data expected in `Body()`:
|
||||
!!! tip
|
||||
Prefer to use the `Annotated` version if possible.
|
||||
|
||||
```Python hl_lines="20-25"
|
||||
```Python hl_lines="20-27"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial003.py!}
|
||||
```
|
||||
|
||||
@@ -110,7 +136,71 @@ With any of the methods above it would look like this in the `/docs`:
|
||||
|
||||
### `Body` with multiple `examples`
|
||||
|
||||
Alternatively to the single `example`, you can pass `examples` using a `dict` with **multiple examples**, each with extra information that will be added to **OpenAPI** too.
|
||||
You can of course also pass multiple `examples`:
|
||||
|
||||
=== "Python 3.10+"
|
||||
|
||||
```Python hl_lines="23-38"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004_an_py310.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.9+"
|
||||
|
||||
```Python hl_lines="23-38"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004_an_py39.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.6+"
|
||||
|
||||
```Python hl_lines="24-39"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004_an.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.10+ non-Annotated"
|
||||
|
||||
!!! tip
|
||||
Prefer to use the `Annotated` version if possible.
|
||||
|
||||
```Python hl_lines="19-34"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004_py310.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.6+ non-Annotated"
|
||||
|
||||
!!! tip
|
||||
Prefer to use the `Annotated` version if possible.
|
||||
|
||||
```Python hl_lines="21-36"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004.py!}
|
||||
```
|
||||
|
||||
When you do this, the examples will be part of the internal **JSON Schema** for that body data.
|
||||
|
||||
Nevertheless, at the <abbr title="2023-08-26">time of writing this</abbr>, Swagger UI, the tool in charge of showing the docs UI, doesn't support showing multiple examples for the data in **JSON Schema**. But read below for a workaround.
|
||||
|
||||
### OpenAPI-specific `examples`
|
||||
|
||||
Since before **JSON Schema** supported `examples` OpenAPI had support for a different field also called `examples`.
|
||||
|
||||
This **OpenAPI-specific** `examples` goes in another section in the OpenAPI specification. It goes in the **details for each *path operation***, not inside each JSON Schema.
|
||||
|
||||
And Swagger UI has supported this particular `examples` field for a while. So, you can use it to **show** different **examples in the docs UI**.
|
||||
|
||||
The shape of this OpenAPI-specific field `examples` is a `dict` with **multiple examples** (instead of a `list`), each with extra information that will be added to **OpenAPI** too.
|
||||
|
||||
This doesn't go inside of each JSON Schema contained in OpenAPI, this goes outside, in the *path operation* directly.
|
||||
|
||||
### Using the `openapi_examples` Parameter
|
||||
|
||||
You can declare the OpenAPI-specific `examples` in FastAPI with the parameter `openapi_examples` for:
|
||||
|
||||
* `Path()`
|
||||
* `Query()`
|
||||
* `Header()`
|
||||
* `Cookie()`
|
||||
* `Body()`
|
||||
* `Form()`
|
||||
* `File()`
|
||||
|
||||
The keys of the `dict` identify each example, and each value is another `dict`.
|
||||
|
||||
@@ -121,22 +211,24 @@ Each specific example `dict` in the `examples` can contain:
|
||||
* `value`: This is the actual example shown, e.g. a `dict`.
|
||||
* `externalValue`: alternative to `value`, a URL pointing to the example. Although this might not be supported by as many tools as `value`.
|
||||
|
||||
You can use it like this:
|
||||
|
||||
=== "Python 3.10+"
|
||||
|
||||
```Python hl_lines="23-49"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004_an_py310.py!}
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial005_an_py310.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.9+"
|
||||
|
||||
```Python hl_lines="23-49"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004_an_py39.py!}
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial005_an_py39.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.6+"
|
||||
|
||||
```Python hl_lines="24-50"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004_an.py!}
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial005_an.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.10+ non-Annotated"
|
||||
@@ -145,7 +237,7 @@ Each specific example `dict` in the `examples` can contain:
|
||||
Prefer to use the `Annotated` version if possible.
|
||||
|
||||
```Python hl_lines="19-45"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004_py310.py!}
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial005_py310.py!}
|
||||
```
|
||||
|
||||
=== "Python 3.6+ non-Annotated"
|
||||
@@ -154,36 +246,81 @@ Each specific example `dict` in the `examples` can contain:
|
||||
Prefer to use the `Annotated` version if possible.
|
||||
|
||||
```Python hl_lines="21-47"
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial004.py!}
|
||||
{!> ../../../docs_src/schema_extra_example/tutorial005.py!}
|
||||
```
|
||||
|
||||
### Examples in the docs UI
|
||||
### OpenAPI Examples in the Docs UI
|
||||
|
||||
With `examples` added to `Body()` the `/docs` would look like:
|
||||
With `openapi_examples` added to `Body()` the `/docs` would look like:
|
||||
|
||||
<img src="/img/tutorial/body-fields/image02.png">
|
||||
|
||||
## Technical Details
|
||||
|
||||
!!! tip
|
||||
If you are already using **FastAPI** version **0.99.0 or above**, you can probably **skip** these details.
|
||||
|
||||
They are more relevant for older versions, before OpenAPI 3.1.0 was available.
|
||||
|
||||
You can consider this a brief OpenAPI and JSON Schema **history lesson**. 🤓
|
||||
|
||||
!!! warning
|
||||
These are very technical details about the standards **JSON Schema** and **OpenAPI**.
|
||||
|
||||
If the ideas above already work for you, that might be enough, and you probably don't need these details, feel free to skip them.
|
||||
|
||||
When you add an example inside of a Pydantic model, using `schema_extra` or `Field(example="something")` that example is added to the **JSON Schema** for that Pydantic model.
|
||||
Before OpenAPI 3.1.0, OpenAPI used an older and modified version of **JSON Schema**.
|
||||
|
||||
JSON Schema didn't have `examples`, so OpenAPI added it's own `example` field to its own modified version.
|
||||
|
||||
OpenAPI also added `example` and `examples` fields to other parts of the specification:
|
||||
|
||||
* <a href="https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.1.0.md#parameter-object" class="external-link" target="_blank">`Parameter Object` (in the specification)</a> that was used by FastAPI's:
|
||||
* `Path()`
|
||||
* `Query()`
|
||||
* `Header()`
|
||||
* `Cookie()`
|
||||
* <a href="https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.1.0.md#media-type-object" class="external-link" target="_blank">`Request Body Object`, in the field `content`, on the `Media Type Object` (in the specification)</a> that was used by FastAPI's:
|
||||
* `Body()`
|
||||
* `File()`
|
||||
* `Form()`
|
||||
|
||||
!!! info
|
||||
This old OpenAPI-specific `examples` parameter is now `openapi_examples` since FastAPI `0.103.0`.
|
||||
|
||||
### JSON Schema's `examples` field
|
||||
|
||||
But then JSON Schema added an <a href="https://json-schema.org/draft/2019-09/json-schema-validation.html#rfc.section.9.5" class="external-link" target="_blank">`examples`</a> field to a new version of the specification.
|
||||
|
||||
And then the new OpenAPI 3.1.0 was based on the latest version (JSON Schema 2020-12) that included this new field `examples`.
|
||||
|
||||
And now this new `examples` field takes precedence over the old single (and custom) `example` field, that is now deprecated.
|
||||
|
||||
This new `examples` field in JSON Schema is **just a `list`** of examples, not a dict with extra metadata as in the other places in OpenAPI (described above).
|
||||
|
||||
!!! info
|
||||
Even after OpenAPI 3.1.0 was released with this new simpler integration with JSON Schema, for a while, Swagger UI, the tool that provides the automatic docs, didn't support OpenAPI 3.1.0 (it does since version 5.0.0 🎉).
|
||||
|
||||
Because of that, versions of FastAPI previous to 0.99.0 still used versions of OpenAPI lower than 3.1.0.
|
||||
|
||||
### Pydantic and FastAPI `examples`
|
||||
|
||||
When you add `examples` inside of a Pydantic model, using `schema_extra` or `Field(examples=["something"])` that example is added to the **JSON Schema** for that Pydantic model.
|
||||
|
||||
And that **JSON Schema** of the Pydantic model is included in the **OpenAPI** of your API, and then it's used in the docs UI.
|
||||
|
||||
**JSON Schema** doesn't really have a field `example` in the standards. Recent versions of JSON Schema define a field <a href="https://json-schema.org/draft/2019-09/json-schema-validation.html#rfc.section.9.5" class="external-link" target="_blank">`examples`</a>, but OpenAPI 3.0.3 is based on an older version of JSON Schema that didn't have `examples`.
|
||||
In versions of FastAPI before 0.99.0 (0.99.0 and above use the newer OpenAPI 3.1.0) when you used `example` or `examples` with any of the other utilities (`Query()`, `Body()`, etc.) those examples were not added to the JSON Schema that describes that data (not even to OpenAPI's own version of JSON Schema), they were added directly to the *path operation* declaration in OpenAPI (outside the parts of OpenAPI that use JSON Schema).
|
||||
|
||||
So, OpenAPI 3.0.3 defined its own <a href="https://github.com/OAI/OpenAPI-Specification/blob/master/versions/3.0.3.md#fixed-fields-20" class="external-link" target="_blank">`example`</a> for the modified version of **JSON Schema** it uses, for the same purpose (but it's a single `example`, not `examples`), and that's what is used by the API docs UI (using Swagger UI).
|
||||
But now that FastAPI 0.99.0 and above uses OpenAPI 3.1.0, that uses JSON Schema 2020-12, and Swagger UI 5.0.0 and above, everything is more consistent and the examples are included in JSON Schema.
|
||||
|
||||
So, although `example` is not part of JSON Schema, it is part of OpenAPI's custom version of JSON Schema, and that's what will be used by the docs UI.
|
||||
### Swagger UI and OpenAPI-specific `examples`
|
||||
|
||||
But when you use `example` or `examples` with any of the other utilities (`Query()`, `Body()`, etc.) those examples are not added to the JSON Schema that describes that data (not even to OpenAPI's own version of JSON Schema), they are added directly to the *path operation* declaration in OpenAPI (outside the parts of OpenAPI that use JSON Schema).
|
||||
Now, as Swagger UI didn't support multiple JSON Schema examples (as of 2023-08-26), users didn't have a way to show multiple examples in the docs.
|
||||
|
||||
For `Path()`, `Query()`, `Header()`, and `Cookie()`, the `example` or `examples` are added to the <a href="https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.3.md#parameter-object" class="external-link" target="_blank">OpenAPI definition, to the `Parameter Object` (in the specification)</a>.
|
||||
To solve that, FastAPI `0.103.0` **added support** for declaring the same old **OpenAPI-specific** `examples` field with the new parameter `openapi_examples`. 🤓
|
||||
|
||||
And for `Body()`, `File()`, and `Form()`, the `example` or `examples` are equivalently added to the <a href="https://github.com/OAI/OpenAPI-Specification/blob/main/versions/3.0.3.md#mediaTypeObject" class="external-link" target="_blank">OpenAPI definition, to the `Request Body Object`, in the field `content`, on the `Media Type Object` (in the specification)</a>.
|
||||
### Summary
|
||||
|
||||
On the other hand, there's a newer version of OpenAPI: **3.1.0**, recently released. It is based on the latest JSON Schema and most of the modifications from OpenAPI's custom version of JSON Schema are removed, in exchange of the features from the recent versions of JSON Schema, so all these small differences are reduced. Nevertheless, Swagger UI currently doesn't support OpenAPI 3.1.0, so, for now, it's better to continue using the ideas above.
|
||||
I used to say I didn't like history that much... and look at me now giving "tech history" lessons. 😅
|
||||
|
||||
In short, **upgrade to FastAPI 0.99.0 or above**, and things are much **simpler, consistent, and intuitive**, and you don't have to know all these historic details. 😎
|
||||
|
||||
@@ -1,4 +1,4 @@
|
||||
# Security Intro
|
||||
# Security
|
||||
|
||||
There are many ways to handle security, authentication and authorization.
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