diff --git a/docs/en/docs/img/tutorial/request-form-models/image01.png b/docs/en/docs/img/tutorial/request-form-models/image01.png new file mode 100644 index 000000000..3fe32c03d Binary files /dev/null and b/docs/en/docs/img/tutorial/request-form-models/image01.png differ diff --git a/docs/en/docs/tutorial/request-form-models.md b/docs/en/docs/tutorial/request-form-models.md new file mode 100644 index 000000000..8bb1ffb1f --- /dev/null +++ b/docs/en/docs/tutorial/request-form-models.md @@ -0,0 +1,65 @@ +# Form Models + +You can use Pydantic models to declare form fields in FastAPI. + +/// info + +To use forms, first install `python-multipart`. + +Make sure you create a [virtual environment](../virtual-environments.md){.internal-link target=_blank}, activate it, and then install it, for example: + +```console +$ pip install python-multipart +``` + +/// + +/// note + +This is supported since FastAPI version `0.113.0`. 🤓 + +/// + +## Pydantic Models for Forms + +You just need to declare a Pydantic model with the fields you want to receive as form fields, and then declare the parameter as `Form`: + +//// tab | Python 3.9+ + +```Python hl_lines="9-11 15" +{!> ../../../docs_src/request_form_models/tutorial001_an_py39.py!} +``` + +//// + +//// tab | Python 3.8+ + +```Python hl_lines="8-10 14" +{!> ../../../docs_src/request_form_models/tutorial001_an.py!} +``` + +//// + +//// tab | Python 3.8+ non-Annotated + +/// tip + +Prefer to use the `Annotated` version if possible. + +/// + +```Python hl_lines="7-9 13" +{!> ../../../docs_src/request_form_models/tutorial001.py!} +``` + +//// + +FastAPI will extract the data for each field from the form data in the request and give you the Pydantic model you defined. + +## Check the Docs + +You can verify it in the docs UI at `/docs`: + +
+ +
diff --git a/docs/en/mkdocs.yml b/docs/en/mkdocs.yml index 528c80b8e..7c810c2d7 100644 --- a/docs/en/mkdocs.yml +++ b/docs/en/mkdocs.yml @@ -129,6 +129,7 @@ nav: - tutorial/extra-models.md - tutorial/response-status-code.md - tutorial/request-forms.md + - tutorial/request-form-models.md - tutorial/request-files.md - tutorial/request-forms-and-files.md - tutorial/handling-errors.md diff --git a/docs_src/request_form_models/tutorial001.py b/docs_src/request_form_models/tutorial001.py new file mode 100644 index 000000000..98feff0b9 --- /dev/null +++ b/docs_src/request_form_models/tutorial001.py @@ -0,0 +1,14 @@ +from fastapi import FastAPI, Form +from pydantic import BaseModel + +app = FastAPI() + + +class FormData(BaseModel): + username: str + password: str + + +@app.post("/login/") +async def login(data: FormData = Form()): + return data diff --git a/docs_src/request_form_models/tutorial001_an.py b/docs_src/request_form_models/tutorial001_an.py new file mode 100644 index 000000000..30483d445 --- /dev/null +++ b/docs_src/request_form_models/tutorial001_an.py @@ -0,0 +1,15 @@ +from fastapi import FastAPI, Form +from pydantic import BaseModel +from typing_extensions import Annotated + +app = FastAPI() + + +class FormData(BaseModel): + username: str + password: str + + +@app.post("/login/") +async def login(data: Annotated[FormData, Form()]): + return data diff --git a/docs_src/request_form_models/tutorial001_an_py39.py b/docs_src/request_form_models/tutorial001_an_py39.py new file mode 100644 index 000000000..7cc81aae9 --- /dev/null +++ b/docs_src/request_form_models/tutorial001_an_py39.py @@ -0,0 +1,16 @@ +from typing import Annotated + +from fastapi import FastAPI, Form +from pydantic import BaseModel + +app = FastAPI() + + +class FormData(BaseModel): + username: str + password: str + + +@app.post("/login/") +async def login(data: Annotated[FormData, Form()]): + return data diff --git a/fastapi/dependencies/utils.py b/fastapi/dependencies/utils.py index 7ac18d941..98ce17b55 100644 --- a/fastapi/dependencies/utils.py +++ b/fastapi/dependencies/utils.py @@ -33,6 +33,7 @@ from fastapi._compat import ( field_annotation_is_scalar, get_annotation_from_field_info, get_missing_field_error, + get_model_fields, is_bytes_field, is_bytes_sequence_field, is_scalar_field, @@ -56,6 +57,7 @@ from fastapi.security.base import SecurityBase from fastapi.security.oauth2 import OAuth2, SecurityScopes from fastapi.security.open_id_connect_url import OpenIdConnect from fastapi.utils import create_model_field, get_path_param_names +from pydantic import BaseModel from pydantic.fields import FieldInfo from starlette.background import BackgroundTasks as StarletteBackgroundTasks from starlette.concurrency import run_in_threadpool @@ -743,7 +745,9 @@ def _should_embed_body_fields(fields: List[ModelField]) -> bool: return True # If it's a Form (or File) field, it has to be a BaseModel to be top level # otherwise it has to be embedded, so that the key value pair can be extracted - if isinstance(first_field.field_info, params.Form): + if isinstance(first_field.field_info, params.Form) and not lenient_issubclass( + first_field.type_, BaseModel + ): return True return False @@ -783,7 +787,8 @@ async def _extract_form_body( for sub_value in value: tg.start_soon(process_fn, sub_value.read) value = serialize_sequence_value(field=field, value=results) - values[field.name] = value + if value is not None: + values[field.name] = value return values @@ -798,8 +803,14 @@ async def request_body_to_args( single_not_embedded_field = len(body_fields) == 1 and not embed_body_fields first_field = body_fields[0] body_to_process = received_body + + fields_to_extract: List[ModelField] = body_fields + + if single_not_embedded_field and lenient_issubclass(first_field.type_, BaseModel): + fields_to_extract = get_model_fields(first_field.type_) + if isinstance(received_body, FormData): - body_to_process = await _extract_form_body(body_fields, received_body) + body_to_process = await _extract_form_body(fields_to_extract, received_body) if single_not_embedded_field: loc: Tuple[str, ...] = ("body",) diff --git a/scripts/playwright/request_form_models/image01.py b/scripts/playwright/request_form_models/image01.py new file mode 100644 index 000000000..15bd3858c --- /dev/null +++ b/scripts/playwright/request_form_models/image01.py @@ -0,0 +1,36 @@ +import subprocess +import time + +import httpx +from playwright.sync_api import Playwright, sync_playwright + + +# Run playwright codegen to generate the code below, copy paste the sections in run() +def run(playwright: Playwright) -> None: + browser = playwright.chromium.launch(headless=False) + context = browser.new_context() + page = context.new_page() + page.goto("http://localhost:8000/docs") + page.get_by_role("button", name="POST /login/ Login").click() + page.get_by_role("button", name="Try it out").click() + page.screenshot(path="docs/en/docs/img/tutorial/request-form-models/image01.png") + + # --------------------- + context.close() + browser.close() + + +process = subprocess.Popen( + ["fastapi", "run", "docs_src/request_form_models/tutorial001.py"] +) +try: + for _ in range(3): + try: + response = httpx.get("http://localhost:8000/docs") + except httpx.ConnectError: + time.sleep(1) + break + with sync_playwright() as playwright: + run(playwright) +finally: + process.terminate() diff --git a/tests/test_forms_single_model.py b/tests/test_forms_single_model.py new file mode 100644 index 000000000..7ed3ba3a2 --- /dev/null +++ b/tests/test_forms_single_model.py @@ -0,0 +1,129 @@ +from typing import List, Optional + +from dirty_equals import IsDict +from fastapi import FastAPI, Form +from fastapi.testclient import TestClient +from pydantic import BaseModel +from typing_extensions import Annotated + +app = FastAPI() + + +class FormModel(BaseModel): + username: str + lastname: str + age: Optional[int] = None + tags: List[str] = ["foo", "bar"] + + +@app.post("/form/") +def post_form(user: Annotated[FormModel, Form()]): + return user + + +client = TestClient(app) + + +def test_send_all_data(): + response = client.post( + "/form/", + data={ + "username": "Rick", + "lastname": "Sanchez", + "age": "70", + "tags": ["plumbus", "citadel"], + }, + ) + assert response.status_code == 200, response.text + assert response.json() == { + "username": "Rick", + "lastname": "Sanchez", + "age": 70, + "tags": ["plumbus", "citadel"], + } + + +def test_defaults(): + response = client.post("/form/", data={"username": "Rick", "lastname": "Sanchez"}) + assert response.status_code == 200, response.text + assert response.json() == { + "username": "Rick", + "lastname": "Sanchez", + "age": None, + "tags": ["foo", "bar"], + } + + +def test_invalid_data(): + response = client.post( + "/form/", + data={ + "username": "Rick", + "lastname": "Sanchez", + "age": "seventy", + "tags": ["plumbus", "citadel"], + }, + ) + assert response.status_code == 422, response.text + assert response.json() == IsDict( + { + "detail": [ + { + "type": "int_parsing", + "loc": ["body", "age"], + "msg": "Input should be a valid integer, unable to parse string as an integer", + "input": "seventy", + } + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "age"], + "msg": "value is not a valid integer", + "type": "type_error.integer", + } + ] + } + ) + + +def test_no_data(): + response = client.post("/form/") + assert response.status_code == 422, response.text + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {"tags": ["foo", "bar"]}, + }, + { + "type": "missing", + "loc": ["body", "lastname"], + "msg": "Field required", + "input": {"tags": ["foo", "bar"]}, + }, + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + }, + { + "loc": ["body", "lastname"], + "msg": "field required", + "type": "value_error.missing", + }, + ] + } + ) diff --git a/tests/test_tutorial/test_request_form_models/__init__.py b/tests/test_tutorial/test_request_form_models/__init__.py new file mode 100644 index 000000000..e69de29bb diff --git a/tests/test_tutorial/test_request_form_models/test_tutorial001.py b/tests/test_tutorial/test_request_form_models/test_tutorial001.py new file mode 100644 index 000000000..46c130ee8 --- /dev/null +++ b/tests/test_tutorial/test_request_form_models/test_tutorial001.py @@ -0,0 +1,232 @@ +import pytest +from dirty_equals import IsDict +from fastapi.testclient import TestClient + + +@pytest.fixture(name="client") +def get_client(): + from docs_src.request_form_models.tutorial001 import app + + client = TestClient(app) + return client + + +def test_post_body_form(client: TestClient): + response = client.post("/login/", data={"username": "Foo", "password": "secret"}) + assert response.status_code == 200 + assert response.json() == {"username": "Foo", "password": "secret"} + + +def test_post_body_form_no_password(client: TestClient): + response = client.post("/login/", data={"username": "Foo"}) + assert response.status_code == 422 + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "password"], + "msg": "Field required", + "input": {"username": "Foo"}, + } + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "password"], + "msg": "field required", + "type": "value_error.missing", + } + ] + } + ) + + +def test_post_body_form_no_username(client: TestClient): + response = client.post("/login/", data={"password": "secret"}) + assert response.status_code == 422 + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {"password": "secret"}, + } + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + } + ] + } + ) + + +def test_post_body_form_no_data(client: TestClient): + response = client.post("/login/") + assert response.status_code == 422 + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {}, + }, + { + "type": "missing", + "loc": ["body", "password"], + "msg": "Field required", + "input": {}, + }, + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + }, + { + "loc": ["body", "password"], + "msg": "field required", + "type": "value_error.missing", + }, + ] + } + ) + + +def test_post_body_json(client: TestClient): + response = client.post("/login/", json={"username": "Foo", "password": "secret"}) + assert response.status_code == 422, response.text + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {}, + }, + { + "type": "missing", + "loc": ["body", "password"], + "msg": "Field required", + "input": {}, + }, + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + }, + { + "loc": ["body", "password"], + "msg": "field required", + "type": "value_error.missing", + }, + ] + } + ) + + +def test_openapi_schema(client: TestClient): + response = client.get("/openapi.json") + assert response.status_code == 200, response.text + assert response.json() == { + "openapi": "3.1.0", + "info": {"title": "FastAPI", "version": "0.1.0"}, + "paths": { + "/login/": { + "post": { + "responses": { + "200": { + "description": "Successful Response", + "content": {"application/json": {"schema": {}}}, + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + }, + }, + }, + "summary": "Login", + "operationId": "login_login__post", + "requestBody": { + "content": { + "application/x-www-form-urlencoded": { + "schema": {"$ref": "#/components/schemas/FormData"} + } + }, + "required": True, + }, + } + } + }, + "components": { + "schemas": { + "FormData": { + "properties": { + "username": {"type": "string", "title": "Username"}, + "password": {"type": "string", "title": "Password"}, + }, + "type": "object", + "required": ["username", "password"], + "title": "FormData", + }, + "ValidationError": { + "title": "ValidationError", + "required": ["loc", "msg", "type"], + "type": "object", + "properties": { + "loc": { + "title": "Location", + "type": "array", + "items": { + "anyOf": [{"type": "string"}, {"type": "integer"}] + }, + }, + "msg": {"title": "Message", "type": "string"}, + "type": {"title": "Error Type", "type": "string"}, + }, + }, + "HTTPValidationError": { + "title": "HTTPValidationError", + "type": "object", + "properties": { + "detail": { + "title": "Detail", + "type": "array", + "items": {"$ref": "#/components/schemas/ValidationError"}, + } + }, + }, + } + }, + } diff --git a/tests/test_tutorial/test_request_form_models/test_tutorial001_an.py b/tests/test_tutorial/test_request_form_models/test_tutorial001_an.py new file mode 100644 index 000000000..4e14d89c8 --- /dev/null +++ b/tests/test_tutorial/test_request_form_models/test_tutorial001_an.py @@ -0,0 +1,232 @@ +import pytest +from dirty_equals import IsDict +from fastapi.testclient import TestClient + + +@pytest.fixture(name="client") +def get_client(): + from docs_src.request_form_models.tutorial001_an import app + + client = TestClient(app) + return client + + +def test_post_body_form(client: TestClient): + response = client.post("/login/", data={"username": "Foo", "password": "secret"}) + assert response.status_code == 200 + assert response.json() == {"username": "Foo", "password": "secret"} + + +def test_post_body_form_no_password(client: TestClient): + response = client.post("/login/", data={"username": "Foo"}) + assert response.status_code == 422 + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "password"], + "msg": "Field required", + "input": {"username": "Foo"}, + } + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "password"], + "msg": "field required", + "type": "value_error.missing", + } + ] + } + ) + + +def test_post_body_form_no_username(client: TestClient): + response = client.post("/login/", data={"password": "secret"}) + assert response.status_code == 422 + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {"password": "secret"}, + } + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + } + ] + } + ) + + +def test_post_body_form_no_data(client: TestClient): + response = client.post("/login/") + assert response.status_code == 422 + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {}, + }, + { + "type": "missing", + "loc": ["body", "password"], + "msg": "Field required", + "input": {}, + }, + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + }, + { + "loc": ["body", "password"], + "msg": "field required", + "type": "value_error.missing", + }, + ] + } + ) + + +def test_post_body_json(client: TestClient): + response = client.post("/login/", json={"username": "Foo", "password": "secret"}) + assert response.status_code == 422, response.text + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {}, + }, + { + "type": "missing", + "loc": ["body", "password"], + "msg": "Field required", + "input": {}, + }, + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + }, + { + "loc": ["body", "password"], + "msg": "field required", + "type": "value_error.missing", + }, + ] + } + ) + + +def test_openapi_schema(client: TestClient): + response = client.get("/openapi.json") + assert response.status_code == 200, response.text + assert response.json() == { + "openapi": "3.1.0", + "info": {"title": "FastAPI", "version": "0.1.0"}, + "paths": { + "/login/": { + "post": { + "responses": { + "200": { + "description": "Successful Response", + "content": {"application/json": {"schema": {}}}, + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + }, + }, + }, + "summary": "Login", + "operationId": "login_login__post", + "requestBody": { + "content": { + "application/x-www-form-urlencoded": { + "schema": {"$ref": "#/components/schemas/FormData"} + } + }, + "required": True, + }, + } + } + }, + "components": { + "schemas": { + "FormData": { + "properties": { + "username": {"type": "string", "title": "Username"}, + "password": {"type": "string", "title": "Password"}, + }, + "type": "object", + "required": ["username", "password"], + "title": "FormData", + }, + "ValidationError": { + "title": "ValidationError", + "required": ["loc", "msg", "type"], + "type": "object", + "properties": { + "loc": { + "title": "Location", + "type": "array", + "items": { + "anyOf": [{"type": "string"}, {"type": "integer"}] + }, + }, + "msg": {"title": "Message", "type": "string"}, + "type": {"title": "Error Type", "type": "string"}, + }, + }, + "HTTPValidationError": { + "title": "HTTPValidationError", + "type": "object", + "properties": { + "detail": { + "title": "Detail", + "type": "array", + "items": {"$ref": "#/components/schemas/ValidationError"}, + } + }, + }, + } + }, + } diff --git a/tests/test_tutorial/test_request_form_models/test_tutorial001_an_py39.py b/tests/test_tutorial/test_request_form_models/test_tutorial001_an_py39.py new file mode 100644 index 000000000..2e6426aa7 --- /dev/null +++ b/tests/test_tutorial/test_request_form_models/test_tutorial001_an_py39.py @@ -0,0 +1,240 @@ +import pytest +from dirty_equals import IsDict +from fastapi.testclient import TestClient + +from tests.utils import needs_py39 + + +@pytest.fixture(name="client") +def get_client(): + from docs_src.request_form_models.tutorial001_an_py39 import app + + client = TestClient(app) + return client + + +@needs_py39 +def test_post_body_form(client: TestClient): + response = client.post("/login/", data={"username": "Foo", "password": "secret"}) + assert response.status_code == 200 + assert response.json() == {"username": "Foo", "password": "secret"} + + +@needs_py39 +def test_post_body_form_no_password(client: TestClient): + response = client.post("/login/", data={"username": "Foo"}) + assert response.status_code == 422 + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "password"], + "msg": "Field required", + "input": {"username": "Foo"}, + } + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "password"], + "msg": "field required", + "type": "value_error.missing", + } + ] + } + ) + + +@needs_py39 +def test_post_body_form_no_username(client: TestClient): + response = client.post("/login/", data={"password": "secret"}) + assert response.status_code == 422 + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {"password": "secret"}, + } + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + } + ] + } + ) + + +@needs_py39 +def test_post_body_form_no_data(client: TestClient): + response = client.post("/login/") + assert response.status_code == 422 + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {}, + }, + { + "type": "missing", + "loc": ["body", "password"], + "msg": "Field required", + "input": {}, + }, + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + }, + { + "loc": ["body", "password"], + "msg": "field required", + "type": "value_error.missing", + }, + ] + } + ) + + +@needs_py39 +def test_post_body_json(client: TestClient): + response = client.post("/login/", json={"username": "Foo", "password": "secret"}) + assert response.status_code == 422, response.text + assert response.json() == IsDict( + { + "detail": [ + { + "type": "missing", + "loc": ["body", "username"], + "msg": "Field required", + "input": {}, + }, + { + "type": "missing", + "loc": ["body", "password"], + "msg": "Field required", + "input": {}, + }, + ] + } + ) | IsDict( + # TODO: remove when deprecating Pydantic v1 + { + "detail": [ + { + "loc": ["body", "username"], + "msg": "field required", + "type": "value_error.missing", + }, + { + "loc": ["body", "password"], + "msg": "field required", + "type": "value_error.missing", + }, + ] + } + ) + + +@needs_py39 +def test_openapi_schema(client: TestClient): + response = client.get("/openapi.json") + assert response.status_code == 200, response.text + assert response.json() == { + "openapi": "3.1.0", + "info": {"title": "FastAPI", "version": "0.1.0"}, + "paths": { + "/login/": { + "post": { + "responses": { + "200": { + "description": "Successful Response", + "content": {"application/json": {"schema": {}}}, + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + }, + }, + }, + "summary": "Login", + "operationId": "login_login__post", + "requestBody": { + "content": { + "application/x-www-form-urlencoded": { + "schema": {"$ref": "#/components/schemas/FormData"} + } + }, + "required": True, + }, + } + } + }, + "components": { + "schemas": { + "FormData": { + "properties": { + "username": {"type": "string", "title": "Username"}, + "password": {"type": "string", "title": "Password"}, + }, + "type": "object", + "required": ["username", "password"], + "title": "FormData", + }, + "ValidationError": { + "title": "ValidationError", + "required": ["loc", "msg", "type"], + "type": "object", + "properties": { + "loc": { + "title": "Location", + "type": "array", + "items": { + "anyOf": [{"type": "string"}, {"type": "integer"}] + }, + }, + "msg": {"title": "Message", "type": "string"}, + "type": {"title": "Error Type", "type": "string"}, + }, + }, + "HTTPValidationError": { + "title": "HTTPValidationError", + "type": "object", + "properties": { + "detail": { + "title": "Detail", + "type": "array", + "items": {"$ref": "#/components/schemas/ValidationError"}, + } + }, + }, + } + }, + }