FastAPIでSwaggerドキュメンテーションからスキーマを非表示にする方法

FastAPIとSwaggerドキュメンテーションの概要

FastAPIは、Pythonの高速な(高性能)、Webフレームワークで、非常に直感的で簡単に使用でき、高速な開発を可能にします。FastAPIは、Python 3.6以降の型ヒントを使用してAPIパラメータの型を宣言します。これにより、エディタのサポート(補完、型チェックなど)が大幅に向上し、直感的なAPIドキュメンテーションとデータ検証が可能になります。

Swaggerは、RESTful APIを設計、構築、文書化、消費するための強力なオープンソースフレームワークです。Swaggerは、APIの全体的なビジュアル表現を提供し、APIの各エンドポイントの詳細を視覚的に表示します。

FastAPIとSwaggerを組み合わせると、FastAPIは自動的にJSONスキーマを生成し、Swagger UIを使用してそのスキーマを視覚化します。これにより、開発者はAPIの全体的な構造を理解しやすくなり、エンドポイント、パス、パラメータ、ボディリクエスト、レスポンスなどの詳細を確認できます。また、Swagger UIを使用すると、ブラウザから直接APIリクエストを行うことも可能です。

https://fastapi.tiangolo.com/

https://fastapi.tiangolo.com/python-types/

https://fastapi.tiangolo.com/features/

https://swagger.io/

https://swagger.io/tools/swagger-ui/

https://fastapi.tiangolo.com/tutorial/schema-extra-example/

https://fastapi.tiangolo.com/tutorial/body-fields/

https://fastapi.tiangolo.com/tutorial/testing-swagger-ui/

@Schema(hidden=True)の使用方法とその効果

FastAPIでは、pydantic.Schemaを使用してモデルのフィールドにメタデータを追加することができます。このメタデータは、FastAPIがSwagger UIやReDocなどの自動APIドキュメンテーションを生成する際に使用されます。

@Schemaデコレータのhidden=Trueパラメータを使用すると、特定のフィールドをAPIドキュメンテーションから非表示にすることができます。これは、内部的な使用のためのフィールドや、エンドユーザーに表示したくないフィールドを持つ場合に便利です。

以下に、@Schema(hidden=True)の使用例を示します。

from pydantic import BaseModel, Schema

class MyModel(BaseModel):
    visible_field: str = Schema(..., description="This field will be visible in the documentation")
    hidden_field: str = Schema(..., description="This field will not be visible in the documentation", hidden=True)

この例では、visible_fieldは通常通りドキュメンテーションに表示されますが、hidden_fieldはドキュメンテーションから非表示になります。

ただし、hidden=Trueを設定しても、そのフィールドは依然としてAPIの動作に影響を及ぼします。つまり、フィールドは依然としてリクエストボディの一部として送信され、レスポンスボディの一部として受信されます。ただし、その存在はドキュメンテーションからは見えなくなります。

https://fastapi.tiangolo.com/tutorial/schema-extra-example/

https://pydantic-docs.helpmanual.io/usage/schema/

https://fastapi.tiangolo.com/tutorial/body-fields/

https://fastapi.tiangolo.com/tutorial/response-model/

https://fastapi.tiangolo.com/tutorial/extra-models/

https://fastapi.tiangolo.com/tutorial/path-params/

https://fastapi.tiangolo.com/tutorial/query-params/

https://fastapi.tiangolo.com/tutorial/body-nested-models/

https://fastapi.tiangolo.com/tutorial/response-model/

Swagger UIパラメータを使用してスキーマセクションを制御する方法

Swagger UIは、APIのドキュメンテーションを視覚的に表示するためのツールであり、FastAPIはSwagger UIを自動的に提供します。Swagger UIは、APIのエンドポイント、パス、パラメータ、リクエストボディ、レスポンスなどの詳細を視覚的に表示します。また、Swagger UIを使用すると、ブラウザから直接APIリクエストを行うことも可能です。

Swagger UIの表示は、FastAPIのFastAPIクラスのインスタンス化時に設定するパラメータによってカスタマイズできます。これには、Swagger UIの表示を制御するためのパラメータが含まれます。

以下に、FastAPIのSwagger UIパラメータを使用してスキーマセクションを制御する例を示します。

from fastapi import FastAPI

app = FastAPI(
    title="My Super Project",
    description="This is a very fancy project, with auto docs for the API and everything",
    version="2.5.0",
    openapi_url="/api/v1/openapi.json",
    docs_url="/api/v1/docs",
)

この例では、FastAPIクラスのインスタンス化時にいくつかのパラメータを設定しています。これらのパラメータは、Swagger UIの表示を制御します。

  • title: APIのタイトル。Swagger UIのヘッダーに表示されます。
  • description: APIの説明。Swagger UIのヘッダーに表示されます。
  • version: APIのバージョン。Swagger UIのヘッダーに表示されます。
  • openapi_url: OpenAPIスキーマのURL。Swagger UIはこのURLからスキーマを読み込みます。
  • docs_url: Swagger UIのURL。このURLにアクセスするとSwagger UIが表示されます。
これらのパラメータを使用すると、Swagger UIの表示をカスタマイズし、特定のスキーマセクションを制御することができます。

https://fastapi.tiangolo.com/tutorial/schema-extra-example/

https://fastapi.tiangolo.com/tutorial/body-fields/

https://fastapi.tiangolo.com/tutorial/response-model/

https://fastapi.tiangolo.com/tutorial/extra-models/

https://fastapi.tiangolo.com/tutorial/path-params/

https://fastapi.tiangolo.com/tutorial/query-params/

https://fastapi.tiangolo.com/tutorial/body-nested-models/

https://fastapi.tiangolo.com/tutorial/response-model/

https://fastapi.tiangolo.com/tutorial/testing-swagger-ui/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata

特定のエンドポイントからスキーマを除外する方法

FastAPIでは、特定のエンドポイントからスキーマを除外することが可能です。これは、特定のエンドポイントの詳細をAPIドキュメンテーションから非表示にしたい場合に便利です。

FastAPIのエンドポイントは、デコレータ(@app.get(), @app.post()など)を使用して定義されます。これらのデコレータは、エンドポイントの動作を制御するためのパラメータを受け取ることができます。

エンドポイントからスキーマを除外するには、エンドポイントデコレータにinclude_in_schema=Falseパラメータを設定します。これにより、そのエンドポイントはSwagger UIやReDocなどのAPIドキュメンテーションから除外されます。

以下に、特定のエンドポイントからスキーマを除外する例を示します。

from fastapi import FastAPI

app = FastAPI()

@app.get("/hidden-endpoint", include_in_schema=False)
def hidden_endpoint():
    return {"message": "This is a hidden endpoint"}
この例では、/hidden-endpointエンドポイントはAPIドキュメンテーションから除外されます。しかし、そのエンドポイントは依然として動作し、リクエストを受け取りレスポンスを返すことができます。

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/path-params/

https://fastapi.tiangolo.com/tutorial/query-params/

https://fastapi.tiangolo.com/tutorial/body-nested-models/

https://fastapi.tiangolo.com/tutorial/response-model/

https://fastapi.tiangolo.com/tutorial/testing-swagger-ui/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com

カスタムOpenAPIスキーマを生成して特定のスキーマを非表示にする方法

FastAPIは、OpenAPIスキーマを自動的に生成します。このスキーマは、Swagger UIやReDocなどのAPIドキュメンテーションツールで使用されます。しかし、場合によっては、自分でカスタムOpenAPIスキーマを生成し、特定のスキーマを非表示にしたいことがあります。

FastAPIのFastAPIクラスには、openapi_schemaという属性があります。これは、FastAPIが生成したOpenAPIスキーマを表します。このスキーマはPythonの辞書(dict)であり、OpenAPIスキーマの各部分をキーと値のペアとして表現します。

特定のスキーマを非表示にするには、openapi_schemaをコピーし、そのコピーから特定のスキーマを削除します。その後、このカスタムスキーマをFastAPIアプリケーションの新しいOpenAPIスキーマとして設定します。

以下に、カスタムOpenAPIスキーマを生成して特定のスキーマを非表示にする例を示します。

from fastapi import FastAPI
from fastapi.openapi.utils import get_openapi

app = FastAPI()

@app.get("/hidden-endpoint")
def hidden_endpoint():
    return {"message": "This is a hidden endpoint"}

def custom_openapi():
    if app.openapi_schema:
        return app.openapi_schema
    openapi_schema = get_openapi(
        title="Custom schema",
        version="2.5.0",
        description="This is a very custom OpenAPI schema",
        routes=app.routes,
    )
    # Remove the hidden endpoint from the schema
    openapi_schema["paths"].pop("/hidden-endpoint")
    app.openapi_schema = openapi_schema
    return app.openapi_schema

app.openapi = custom_openapi

この例では、custom_openapi関数を定義しています。この関数は、FastAPIのOpenAPIスキーマを取得し、/hidden-endpointエンドポイントをスキーマから削除します。その後、このカスタムスキーマをFastAPIアプリケーションの新しいOpenAPIスキーマとして設定します。

この方法を使用すると、特定のスキーマをAPIドキュメンテーションから非表示にすることができます。

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/path-params/

https://fastapi.tiangolo.com/tutorial/query-params/

https://fastapi.tiangolo.com/tutorial/body-nested-models/

https://fastapi.tiangolo.com/tutorial/response-model/

https://fastapi.tiangolo.com/tutorial/testing-swagger-ui/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi.tiangolo.com/tutorial/path-operation-configuration/

https://fastapi.tiangolo.com/tutorial/openapi-tags/

https://fastapi.tiangolo.com/tutorial/metadata/

https://fastapi

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