扩展数据类型¶
到目前为止,您一直在使用常见的数据类型,例如:
intfloatstrbool
但您也可以使用更复杂的数据类型。
并且您仍然拥有截至目前所见的所有特性:
- 出色的编辑器支持。
- 传入请求的数据转换。
- 响应数据的数据转换。
- 数据验证。
- 自动注解和文档生成。
其他数据类型¶
以下是一些您可以使用的其他数据类型:
UUID:- 标准的“通用唯一标识符”,在许多数据库和系统中常用作 ID。
- 在请求和响应中将表示为
str。
datetime.datetime:- Python 的
datetime.datetime。 - 在请求和响应中将表示为 ISO 8601 格式的
str,例如:2008-09-15T15:53:00+05:00。
- Python 的
datetime.date:- Python 的
datetime.date。 - 在请求和响应中将表示为 ISO 8601 格式的
str,例如:2008-09-15。
- Python 的
datetime.time:- Python 的
datetime.time。 - 在请求和响应中将表示为 ISO 8601 格式的
str,例如:14:23:55.003。
- Python 的
datetime.timedelta:- Python 的
datetime.timedelta。 - 在请求和响应中将表示为总秒数的
float。 - Pydantic 也允许将其表示为“ISO 8601 时间差编码”,详见文档。
- Python 的
frozenset:- 在请求和响应中,与
set的处理方式相同:- 在请求中,将读取列表,消除重复项并将其转换为
set。 - 在响应中,
set将被转换为list。 - 生成的模式将指定
set值是唯一的(使用 JSON Schema 的uniqueItems)。
- 在请求中,将读取列表,消除重复项并将其转换为
- 在请求和响应中,与
bytes:- 标准 Python
bytes。 - 在请求和响应中将作为
str处理。 - 生成的模式将指定它是一个具有
binary“格式”的str。
- 标准 Python
Decimal:- 标准 Python
Decimal。 - 在请求和响应中,与
float的处理方式相同。
- 标准 Python
- 您可以在此处查看所有有效的 Pydantic 数据类型:Pydantic 数据类型。
示例¶
以下是一个使用上述某些类型的参数的路径操作示例。
from datetime import datetime, time, timedelta
from typing import Annotated
from uuid import UUID
from fastapi import Body, FastAPI
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: Annotated[datetime, Body()],
end_datetime: Annotated[datetime, Body()],
process_after: Annotated[timedelta, Body()],
repeat_at: Annotated[time | None, Body()] = None,
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}
🤓 Other versions and variants
from datetime import datetime, time, timedelta
from typing import Annotated, Union
from uuid import UUID
from fastapi import Body, FastAPI
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: Annotated[datetime, Body()],
end_datetime: Annotated[datetime, Body()],
process_after: Annotated[timedelta, Body()],
repeat_at: Annotated[Union[time, None], Body()] = None,
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}
from datetime import datetime, time, timedelta
from typing import Union
from uuid import UUID
from fastapi import Body, FastAPI
from typing_extensions import Annotated
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: Annotated[datetime, Body()],
end_datetime: Annotated[datetime, Body()],
process_after: Annotated[timedelta, Body()],
repeat_at: Annotated[Union[time, None], Body()] = None,
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}
Tip
Prefer to use the Annotated version if possible.
from datetime import datetime, time, timedelta
from uuid import UUID
from fastapi import Body, FastAPI
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: datetime = Body(),
end_datetime: datetime = Body(),
process_after: timedelta = Body(),
repeat_at: time | None = Body(default=None),
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}
Tip
Prefer to use the Annotated version if possible.
from datetime import datetime, time, timedelta
from typing import Union
from uuid import UUID
from fastapi import Body, FastAPI
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: datetime = Body(),
end_datetime: datetime = Body(),
process_after: timedelta = Body(),
repeat_at: Union[time, None] = Body(default=None),
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}
请注意,函数内部的参数具有其自然数据类型,并且您可以执行常规的日期操作,例如:
from datetime import datetime, time, timedelta
from typing import Annotated
from uuid import UUID
from fastapi import Body, FastAPI
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: Annotated[datetime, Body()],
end_datetime: Annotated[datetime, Body()],
process_after: Annotated[timedelta, Body()],
repeat_at: Annotated[time | None, Body()] = None,
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}
🤓 Other versions and variants
from datetime import datetime, time, timedelta
from typing import Annotated, Union
from uuid import UUID
from fastapi import Body, FastAPI
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: Annotated[datetime, Body()],
end_datetime: Annotated[datetime, Body()],
process_after: Annotated[timedelta, Body()],
repeat_at: Annotated[Union[time, None], Body()] = None,
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}
from datetime import datetime, time, timedelta
from typing import Union
from uuid import UUID
from fastapi import Body, FastAPI
from typing_extensions import Annotated
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: Annotated[datetime, Body()],
end_datetime: Annotated[datetime, Body()],
process_after: Annotated[timedelta, Body()],
repeat_at: Annotated[Union[time, None], Body()] = None,
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}
Tip
Prefer to use the Annotated version if possible.
from datetime import datetime, time, timedelta
from uuid import UUID
from fastapi import Body, FastAPI
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: datetime = Body(),
end_datetime: datetime = Body(),
process_after: timedelta = Body(),
repeat_at: time | None = Body(default=None),
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}
Tip
Prefer to use the Annotated version if possible.
from datetime import datetime, time, timedelta
from typing import Union
from uuid import UUID
from fastapi import Body, FastAPI
app = FastAPI()
@app.put("/items/{item_id}")
async def read_items(
item_id: UUID,
start_datetime: datetime = Body(),
end_datetime: datetime = Body(),
process_after: timedelta = Body(),
repeat_at: Union[time, None] = Body(default=None),
):
start_process = start_datetime + process_after
duration = end_datetime - start_process
return {
"item_id": item_id,
"start_datetime": start_datetime,
"end_datetime": end_datetime,
"process_after": process_after,
"repeat_at": repeat_at,
"start_process": start_process,
"duration": duration,
}