mirror of https://github.com/tiangolo/fastapi.git
✨ Document and test union and list response models (#108)
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from typing import Union
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from fastapi import FastAPI
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from pydantic import BaseModel
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app = FastAPI()
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class BaseItem(BaseModel):
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description: str
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type: str
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class CarItem(BaseItem):
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type = "car"
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class PlaneItem(BaseItem):
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type = "plane"
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size: int
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items = {
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"item1": {"description": "All my friends drive a low rider", "type": "car"},
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"item2": {
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"description": "Music is my aeroplane, it's my aeroplane",
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"type": "plane",
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"size": 5,
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},
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}
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@app.get("/items/{item_id}", response_model=Union[PlaneItem, CarItem])
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async def read_item(item_id: str):
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return items[item_id]
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from typing import List
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from fastapi import FastAPI
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from pydantic import BaseModel
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app = FastAPI()
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class Item(BaseModel):
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name: str
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description: str
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items = [
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{"name": "Foo", "description": "There comes my hero"},
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{"name": "Red", "description": "It's my aeroplane"},
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]
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@app.get("/items/", response_model=List[Item])
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async def read_items():
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return items
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@ -152,6 +152,28 @@ That way, we can declare just the differences between the models (with plaintext
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{!./src/extra_models/tutorial002.py!}
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```
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## `Union` or `anyOf`
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You can declare a response to be the `Union` of two types, that means, that the response would be any of the two.
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It will be defined in OpenAPI with `anyOf`.
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To do that, use the standard Python type hint <a href="https://docs.python.org/3/library/typing.html#typing.Union" target="_blank">`typing.Union`</a>:
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```Python hl_lines="1 14 15 18 19 20 33"
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{!./src/extra_models/tutorial003.py!}
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```
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## List of models
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The same way, you can declare responses of lists of objects.
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For that, use the standard Python `typing.List`:
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```Python hl_lines="1 20"
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{!./src/extra_models/tutorial004.py!}
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```
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## Recap
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Use multiple Pydantic models and inherit freely for each case.
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from starlette.testclient import TestClient
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from extra_models.tutorial003 import app
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client = TestClient(app)
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openapi_schema = {
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"openapi": "3.0.2",
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"info": {"title": "Fast API", "version": "0.1.0"},
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"paths": {
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"/items/{item_id}": {
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"get": {
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"responses": {
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"200": {
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"description": "Successful Response",
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"content": {
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"application/json": {
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"schema": {
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"title": "Response_Read_Item",
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"anyOf": [
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{"$ref": "#/components/schemas/PlaneItem"},
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{"$ref": "#/components/schemas/CarItem"},
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],
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}
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}
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},
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},
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"422": {
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"description": "Validation Error",
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"content": {
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"application/json": {
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"schema": {
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"$ref": "#/components/schemas/HTTPValidationError"
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}
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}
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},
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},
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},
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"summary": "Read Item Get",
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"operationId": "read_item_items__item_id__get",
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"parameters": [
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{
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"required": True,
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"schema": {"title": "Item_Id", "type": "string"},
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"name": "item_id",
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"in": "path",
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}
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],
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}
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}
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},
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"components": {
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"schemas": {
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"PlaneItem": {
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"title": "PlaneItem",
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"required": ["description", "size"],
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"type": "object",
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"properties": {
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"description": {"title": "Description", "type": "string"},
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"type": {"title": "Type", "type": "string", "default": "plane"},
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"size": {"title": "Size", "type": "integer"},
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},
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},
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"CarItem": {
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"title": "CarItem",
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"required": ["description"],
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"type": "object",
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"properties": {
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"description": {"title": "Description", "type": "string"},
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"type": {"title": "Type", "type": "string", "default": "car"},
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},
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},
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"ValidationError": {
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"title": "ValidationError",
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"required": ["loc", "msg", "type"],
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"type": "object",
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"properties": {
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"loc": {
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"title": "Location",
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"type": "array",
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"items": {"type": "string"},
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},
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"msg": {"title": "Message", "type": "string"},
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"type": {"title": "Error Type", "type": "string"},
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},
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},
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"HTTPValidationError": {
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"title": "HTTPValidationError",
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"type": "object",
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"properties": {
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"detail": {
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"title": "Detail",
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"type": "array",
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"items": {"$ref": "#/components/schemas/ValidationError"},
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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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def test_openapi_schema():
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response = client.get("/openapi.json")
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assert response.status_code == 200
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assert response.json() == openapi_schema
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def test_get_car():
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response = client.get("/items/item1")
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assert response.status_code == 200
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assert response.json() == {
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"description": "All my friends drive a low rider",
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"type": "car",
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}
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def test_get_plane():
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response = client.get("/items/item2")
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assert response.status_code == 200
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assert response.json() == {
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"description": "Music is my aeroplane, it's my aeroplane",
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"type": "plane",
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"size": 5,
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}
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from starlette.testclient import TestClient
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from extra_models.tutorial004 import app
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client = TestClient(app)
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openapi_schema = {
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"openapi": "3.0.2",
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"info": {"title": "Fast API", "version": "0.1.0"},
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"paths": {
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"/items/": {
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"get": {
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"responses": {
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"200": {
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"description": "Successful Response",
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"content": {
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"application/json": {
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"schema": {
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"title": "Response_Read_Items",
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"type": "array",
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"items": {"$ref": "#/components/schemas/Item"},
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}
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}
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},
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}
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},
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"summary": "Read Items Get",
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"operationId": "read_items_items__get",
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}
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}
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},
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"components": {
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"schemas": {
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"Item": {
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"title": "Item",
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"required": ["name", "description"],
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"type": "object",
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"properties": {
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"name": {"title": "Name", "type": "string"},
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"description": {"title": "Description", "type": "string"},
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},
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}
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}
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},
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}
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def test_openapi_schema():
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response = client.get("/openapi.json")
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assert response.status_code == 200
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assert response.json() == openapi_schema
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def test_get_items():
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response = client.get("/items/")
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assert response.status_code == 200
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assert response.json() == [
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{"name": "Foo", "description": "There comes my hero"},
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{"name": "Red", "description": "It's my aeroplane"},
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]
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