2023-11-06 08:19:00 -08:00
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from __future__ import annotations
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2024-03-04 14:39:15 +01:00
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import io
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import pathlib
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2025-02-06 13:00:22 +00:00
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from typing import Any, Dict, List, Union, TypeVar, Iterable, Optional, cast
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2023-11-06 08:19:00 -08:00
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from datetime import date, datetime
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from typing_extensions import Required, Annotated, TypedDict
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import pytest
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2025-09-18 14:56:20 +00:00
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from openai._types import Base64FileInput, omit, not_given
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2024-03-04 13:52:22 +01:00
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from openai._utils import (
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PropertyInfo,
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transform as _transform,
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parse_datetime,
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async_transform as _async_transform,
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)
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2025-09-03 22:05:40 +00:00
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from openai._compat import PYDANTIC_V1
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from openai._models import BaseModel
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2024-03-04 13:52:22 +01:00
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_T = TypeVar("_T")
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2024-03-04 14:39:15 +01:00
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SAMPLE_FILE_PATH = pathlib.Path(__file__).parent.joinpath("sample_file.txt")
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2024-03-04 13:52:22 +01:00
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async def transform(
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data: _T,
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expected_type: object,
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use_async: bool,
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) -> _T:
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if use_async:
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return await _async_transform(data, expected_type=expected_type)
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return _transform(data, expected_type=expected_type)
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parametrize = pytest.mark.parametrize("use_async", [False, True], ids=["sync", "async"])
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2023-11-06 08:19:00 -08:00
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class Foo1(TypedDict):
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foo_bar: Annotated[str, PropertyInfo(alias="fooBar")]
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_top_level_alias(use_async: bool) -> None:
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assert await transform({"foo_bar": "hello"}, expected_type=Foo1, use_async=use_async) == {"fooBar": "hello"}
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class Foo2(TypedDict):
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bar: Bar2
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class Bar2(TypedDict):
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this_thing: Annotated[int, PropertyInfo(alias="this__thing")]
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baz: Annotated[Baz2, PropertyInfo(alias="Baz")]
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class Baz2(TypedDict):
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my_baz: Annotated[str, PropertyInfo(alias="myBaz")]
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_recursive_typeddict(use_async: bool) -> None:
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assert await transform({"bar": {"this_thing": 1}}, Foo2, use_async) == {"bar": {"this__thing": 1}}
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assert await transform({"bar": {"baz": {"my_baz": "foo"}}}, Foo2, use_async) == {"bar": {"Baz": {"myBaz": "foo"}}}
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class Foo3(TypedDict):
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things: List[Bar3]
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class Bar3(TypedDict):
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my_field: Annotated[str, PropertyInfo(alias="myField")]
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_list_of_typeddict(use_async: bool) -> None:
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result = await transform({"things": [{"my_field": "foo"}, {"my_field": "foo2"}]}, Foo3, use_async)
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assert result == {"things": [{"myField": "foo"}, {"myField": "foo2"}]}
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class Foo4(TypedDict):
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foo: Union[Bar4, Baz4]
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class Bar4(TypedDict):
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foo_bar: Annotated[str, PropertyInfo(alias="fooBar")]
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class Baz4(TypedDict):
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foo_baz: Annotated[str, PropertyInfo(alias="fooBaz")]
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_union_of_typeddict(use_async: bool) -> None:
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assert await transform({"foo": {"foo_bar": "bar"}}, Foo4, use_async) == {"foo": {"fooBar": "bar"}}
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assert await transform({"foo": {"foo_baz": "baz"}}, Foo4, use_async) == {"foo": {"fooBaz": "baz"}}
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assert await transform({"foo": {"foo_baz": "baz", "foo_bar": "bar"}}, Foo4, use_async) == {
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"foo": {"fooBaz": "baz", "fooBar": "bar"}
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}
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class Foo5(TypedDict):
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foo: Annotated[Union[Bar4, List[Baz4]], PropertyInfo(alias="FOO")]
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class Bar5(TypedDict):
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foo_bar: Annotated[str, PropertyInfo(alias="fooBar")]
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class Baz5(TypedDict):
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foo_baz: Annotated[str, PropertyInfo(alias="fooBaz")]
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_union_of_list(use_async: bool) -> None:
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assert await transform({"foo": {"foo_bar": "bar"}}, Foo5, use_async) == {"FOO": {"fooBar": "bar"}}
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assert await transform(
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{
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"foo": [
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{"foo_baz": "baz"},
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{"foo_baz": "baz"},
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]
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},
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Foo5,
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use_async,
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) == {"FOO": [{"fooBaz": "baz"}, {"fooBaz": "baz"}]}
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class Foo6(TypedDict):
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bar: Annotated[str, PropertyInfo(alias="Bar")]
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_includes_unknown_keys(use_async: bool) -> None:
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assert await transform({"bar": "bar", "baz_": {"FOO": 1}}, Foo6, use_async) == {
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"Bar": "bar",
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"baz_": {"FOO": 1},
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}
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class Foo7(TypedDict):
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bar: Annotated[List[Bar7], PropertyInfo(alias="bAr")]
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foo: Bar7
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class Bar7(TypedDict):
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foo: str
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_ignores_invalid_input(use_async: bool) -> None:
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assert await transform({"bar": "<foo>"}, Foo7, use_async) == {"bAr": "<foo>"}
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assert await transform({"foo": "<foo>"}, Foo7, use_async) == {"foo": "<foo>"}
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class DatetimeDict(TypedDict, total=False):
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foo: Annotated[datetime, PropertyInfo(format="iso8601")]
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bar: Annotated[Optional[datetime], PropertyInfo(format="iso8601")]
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required: Required[Annotated[Optional[datetime], PropertyInfo(format="iso8601")]]
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list_: Required[Annotated[Optional[List[datetime]], PropertyInfo(format="iso8601")]]
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union: Annotated[Union[int, datetime], PropertyInfo(format="iso8601")]
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class DateDict(TypedDict, total=False):
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foo: Annotated[date, PropertyInfo(format="iso8601")]
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2024-11-04 14:59:58 +00:00
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class DatetimeModel(BaseModel):
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foo: datetime
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class DateModel(BaseModel):
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foo: Optional[date]
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_iso8601_format(use_async: bool) -> None:
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dt = datetime.fromisoformat("2023-02-23T14:16:36.337692+00:00")
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2025-09-03 22:05:40 +00:00
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tz = "+00:00" if PYDANTIC_V1 else "Z"
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2024-03-04 13:52:22 +01:00
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assert await transform({"foo": dt}, DatetimeDict, use_async) == {"foo": "2023-02-23T14:16:36.337692+00:00"} # type: ignore[comparison-overlap]
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2024-11-04 14:59:58 +00:00
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assert await transform(DatetimeModel(foo=dt), Any, use_async) == {"foo": "2023-02-23T14:16:36.337692" + tz} # type: ignore[comparison-overlap]
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dt = dt.replace(tzinfo=None)
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assert await transform({"foo": dt}, DatetimeDict, use_async) == {"foo": "2023-02-23T14:16:36.337692"} # type: ignore[comparison-overlap]
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2024-11-04 14:59:58 +00:00
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assert await transform(DatetimeModel(foo=dt), Any, use_async) == {"foo": "2023-02-23T14:16:36.337692"} # type: ignore[comparison-overlap]
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2024-03-04 13:52:22 +01:00
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assert await transform({"foo": None}, DateDict, use_async) == {"foo": None} # type: ignore[comparison-overlap]
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2024-11-04 14:59:58 +00:00
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assert await transform(DateModel(foo=None), Any, use_async) == {"foo": None} # type: ignore
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2024-03-04 13:52:22 +01:00
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assert await transform({"foo": date.fromisoformat("2023-02-23")}, DateDict, use_async) == {"foo": "2023-02-23"} # type: ignore[comparison-overlap]
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2024-11-04 14:59:58 +00:00
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assert await transform(DateModel(foo=date.fromisoformat("2023-02-23")), DateDict, use_async) == {
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"foo": "2023-02-23"
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} # type: ignore[comparison-overlap]
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_optional_iso8601_format(use_async: bool) -> None:
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dt = datetime.fromisoformat("2023-02-23T14:16:36.337692+00:00")
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2024-03-04 13:52:22 +01:00
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assert await transform({"bar": dt}, DatetimeDict, use_async) == {"bar": "2023-02-23T14:16:36.337692+00:00"} # type: ignore[comparison-overlap]
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2024-03-04 13:52:22 +01:00
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assert await transform({"bar": None}, DatetimeDict, use_async) == {"bar": None}
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_required_iso8601_format(use_async: bool) -> None:
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dt = datetime.fromisoformat("2023-02-23T14:16:36.337692+00:00")
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2024-03-04 13:52:22 +01:00
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assert await transform({"required": dt}, DatetimeDict, use_async) == {
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"required": "2023-02-23T14:16:36.337692+00:00"
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} # type: ignore[comparison-overlap]
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2024-03-04 13:52:22 +01:00
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assert await transform({"required": None}, DatetimeDict, use_async) == {"required": None}
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_union_datetime(use_async: bool) -> None:
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dt = datetime.fromisoformat("2023-02-23T14:16:36.337692+00:00")
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2024-03-04 13:52:22 +01:00
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assert await transform({"union": dt}, DatetimeDict, use_async) == { # type: ignore[comparison-overlap]
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"union": "2023-02-23T14:16:36.337692+00:00"
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}
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2024-03-04 13:52:22 +01:00
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assert await transform({"union": "foo"}, DatetimeDict, use_async) == {"union": "foo"}
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_nested_list_iso6801_format(use_async: bool) -> None:
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dt1 = datetime.fromisoformat("2023-02-23T14:16:36.337692+00:00")
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dt2 = parse_datetime("2022-01-15T06:34:23Z")
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2024-03-04 13:52:22 +01:00
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assert await transform({"list_": [dt1, dt2]}, DatetimeDict, use_async) == { # type: ignore[comparison-overlap]
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"list_": ["2023-02-23T14:16:36.337692+00:00", "2022-01-15T06:34:23+00:00"]
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}
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_datetime_custom_format(use_async: bool) -> None:
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dt = parse_datetime("2022-01-15T06:34:23Z")
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result = await transform(dt, Annotated[datetime, PropertyInfo(format="custom", format_template="%H")], use_async)
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assert result == "06" # type: ignore[comparison-overlap]
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class DateDictWithRequiredAlias(TypedDict, total=False):
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required_prop: Required[Annotated[date, PropertyInfo(format="iso8601", alias="prop")]]
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2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_datetime_with_alias(use_async: bool) -> None:
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assert await transform({"required_prop": None}, DateDictWithRequiredAlias, use_async) == {"prop": None} # type: ignore[comparison-overlap]
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assert await transform(
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{"required_prop": date.fromisoformat("2023-02-23")}, DateDictWithRequiredAlias, use_async
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) == {"prop": "2023-02-23"} # type: ignore[comparison-overlap]
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2023-11-06 08:19:00 -08:00
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|
|
|
class MyModel(BaseModel):
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foo: str
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|
2024-03-04 13:52:22 +01:00
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|
|
@parametrize
|
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|
|
@pytest.mark.asyncio
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|
async def test_pydantic_model_to_dictionary(use_async: bool) -> None:
|
2024-05-13 08:07:15 -04:00
|
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|
assert cast(Any, await transform(MyModel(foo="hi!"), Any, use_async)) == {"foo": "hi!"}
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assert cast(Any, await transform(MyModel.construct(foo="hi!"), Any, use_async)) == {"foo": "hi!"}
|
2023-11-06 08:19:00 -08:00
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|
2024-03-04 13:52:22 +01:00
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@parametrize
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@pytest.mark.asyncio
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async def test_pydantic_empty_model(use_async: bool) -> None:
|
2024-05-13 08:07:15 -04:00
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|
assert cast(Any, await transform(MyModel.construct(), Any, use_async)) == {}
|
2023-11-06 08:19:00 -08:00
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|
2024-03-04 13:52:22 +01:00
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|
@parametrize
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|
@pytest.mark.asyncio
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|
async def test_pydantic_unknown_field(use_async: bool) -> None:
|
2024-05-13 08:07:15 -04:00
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|
assert cast(Any, await transform(MyModel.construct(my_untyped_field=True), Any, use_async)) == {
|
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|
"my_untyped_field": True
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|
}
|
2023-11-06 08:19:00 -08:00
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|
2024-03-04 13:52:22 +01:00
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|
@parametrize
|
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|
|
@pytest.mark.asyncio
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|
async def test_pydantic_mismatched_types(use_async: bool) -> None:
|
2023-11-06 08:19:00 -08:00
|
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|
model = MyModel.construct(foo=True)
|
2025-09-03 22:05:40 +00:00
|
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|
if PYDANTIC_V1:
|
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|
|
params = await transform(model, Any, use_async)
|
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|
else:
|
2023-11-10 12:51:04 +00:00
|
|
|
with pytest.warns(UserWarning):
|
2024-03-04 13:52:22 +01:00
|
|
|
params = await transform(model, Any, use_async)
|
2024-05-13 08:07:15 -04:00
|
|
|
assert cast(Any, params) == {"foo": True}
|
2023-11-06 08:19:00 -08:00
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|
2024-03-04 13:52:22 +01:00
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
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|
|
|
async def test_pydantic_mismatched_object_type(use_async: bool) -> None:
|
2023-11-06 08:19:00 -08:00
|
|
|
model = MyModel.construct(foo=MyModel.construct(hello="world"))
|
2025-09-03 22:05:40 +00:00
|
|
|
if PYDANTIC_V1:
|
|
|
|
|
params = await transform(model, Any, use_async)
|
|
|
|
|
else:
|
2023-11-10 12:51:04 +00:00
|
|
|
with pytest.warns(UserWarning):
|
2024-03-04 13:52:22 +01:00
|
|
|
params = await transform(model, Any, use_async)
|
2024-05-13 08:07:15 -04:00
|
|
|
assert cast(Any, params) == {"foo": {"hello": "world"}}
|
2023-11-06 08:19:00 -08:00
|
|
|
|
|
|
|
|
|
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|
|
|
class ModelNestedObjects(BaseModel):
|
|
|
|
|
nested: MyModel
|
|
|
|
|
|
|
|
|
|
|
2024-03-04 13:52:22 +01:00
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
|
|
|
|
async def test_pydantic_nested_objects(use_async: bool) -> None:
|
2023-11-06 08:19:00 -08:00
|
|
|
model = ModelNestedObjects.construct(nested={"foo": "stainless"})
|
|
|
|
|
assert isinstance(model.nested, MyModel)
|
2024-05-13 08:07:15 -04:00
|
|
|
assert cast(Any, await transform(model, Any, use_async)) == {"nested": {"foo": "stainless"}}
|
2023-11-10 16:07:32 +00:00
|
|
|
|
|
|
|
|
|
|
|
|
|
class ModelWithDefaultField(BaseModel):
|
|
|
|
|
foo: str
|
|
|
|
|
with_none_default: Union[str, None] = None
|
|
|
|
|
with_str_default: str = "foo"
|
|
|
|
|
|
|
|
|
|
|
2024-03-04 13:52:22 +01:00
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
|
|
|
|
async def test_pydantic_default_field(use_async: bool) -> None:
|
2023-11-10 16:07:32 +00:00
|
|
|
# should be excluded when defaults are used
|
|
|
|
|
model = ModelWithDefaultField.construct()
|
|
|
|
|
assert model.with_none_default is None
|
|
|
|
|
assert model.with_str_default == "foo"
|
2024-05-13 08:07:15 -04:00
|
|
|
assert cast(Any, await transform(model, Any, use_async)) == {}
|
2023-11-10 16:07:32 +00:00
|
|
|
|
|
|
|
|
# should be included when the default value is explicitly given
|
|
|
|
|
model = ModelWithDefaultField.construct(with_none_default=None, with_str_default="foo")
|
|
|
|
|
assert model.with_none_default is None
|
|
|
|
|
assert model.with_str_default == "foo"
|
2024-05-13 08:07:15 -04:00
|
|
|
assert cast(Any, await transform(model, Any, use_async)) == {"with_none_default": None, "with_str_default": "foo"}
|
2023-11-10 16:07:32 +00:00
|
|
|
|
|
|
|
|
# should be included when a non-default value is explicitly given
|
|
|
|
|
model = ModelWithDefaultField.construct(with_none_default="bar", with_str_default="baz")
|
|
|
|
|
assert model.with_none_default == "bar"
|
|
|
|
|
assert model.with_str_default == "baz"
|
2024-05-13 08:07:15 -04:00
|
|
|
assert cast(Any, await transform(model, Any, use_async)) == {"with_none_default": "bar", "with_str_default": "baz"}
|
2024-02-06 09:50:54 +00:00
|
|
|
|
|
|
|
|
|
|
|
|
|
class TypedDictIterableUnion(TypedDict):
|
|
|
|
|
foo: Annotated[Union[Bar8, Iterable[Baz8]], PropertyInfo(alias="FOO")]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
class Bar8(TypedDict):
|
|
|
|
|
foo_bar: Annotated[str, PropertyInfo(alias="fooBar")]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
class Baz8(TypedDict):
|
|
|
|
|
foo_baz: Annotated[str, PropertyInfo(alias="fooBaz")]
|
|
|
|
|
|
|
|
|
|
|
2024-03-04 13:52:22 +01:00
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
|
|
|
|
async def test_iterable_of_dictionaries(use_async: bool) -> None:
|
|
|
|
|
assert await transform({"foo": [{"foo_baz": "bar"}]}, TypedDictIterableUnion, use_async) == {
|
|
|
|
|
"FOO": [{"fooBaz": "bar"}]
|
|
|
|
|
}
|
|
|
|
|
assert cast(Any, await transform({"foo": ({"foo_baz": "bar"},)}, TypedDictIterableUnion, use_async)) == {
|
|
|
|
|
"FOO": [{"fooBaz": "bar"}]
|
|
|
|
|
}
|
2024-02-06 09:50:54 +00:00
|
|
|
|
|
|
|
|
def my_iter() -> Iterable[Baz8]:
|
|
|
|
|
yield {"foo_baz": "hello"}
|
|
|
|
|
yield {"foo_baz": "world"}
|
|
|
|
|
|
2024-03-04 13:52:22 +01:00
|
|
|
assert await transform({"foo": my_iter()}, TypedDictIterableUnion, use_async) == {
|
|
|
|
|
"FOO": [{"fooBaz": "hello"}, {"fooBaz": "world"}]
|
|
|
|
|
}
|
2024-02-06 09:50:54 +00:00
|
|
|
|
|
|
|
|
|
2025-02-06 13:00:22 +00:00
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
|
|
|
|
async def test_dictionary_items(use_async: bool) -> None:
|
|
|
|
|
class DictItems(TypedDict):
|
|
|
|
|
foo_baz: Annotated[str, PropertyInfo(alias="fooBaz")]
|
|
|
|
|
|
|
|
|
|
assert await transform({"foo": {"foo_baz": "bar"}}, Dict[str, DictItems], use_async) == {"foo": {"fooBaz": "bar"}}
|
|
|
|
|
|
|
|
|
|
|
2024-02-06 09:50:54 +00:00
|
|
|
class TypedDictIterableUnionStr(TypedDict):
|
|
|
|
|
foo: Annotated[Union[str, Iterable[Baz8]], PropertyInfo(alias="FOO")]
|
|
|
|
|
|
|
|
|
|
|
2024-03-04 13:52:22 +01:00
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
|
|
|
|
async def test_iterable_union_str(use_async: bool) -> None:
|
|
|
|
|
assert await transform({"foo": "bar"}, TypedDictIterableUnionStr, use_async) == {"FOO": "bar"}
|
|
|
|
|
assert cast(Any, await transform(iter([{"foo_baz": "bar"}]), Union[str, Iterable[Baz8]], use_async)) == [
|
|
|
|
|
{"fooBaz": "bar"}
|
|
|
|
|
]
|
2024-03-04 14:39:15 +01:00
|
|
|
|
|
|
|
|
|
|
|
|
|
class TypedDictBase64Input(TypedDict):
|
|
|
|
|
foo: Annotated[Union[str, Base64FileInput], PropertyInfo(format="base64")]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
|
|
|
|
async def test_base64_file_input(use_async: bool) -> None:
|
|
|
|
|
# strings are left as-is
|
|
|
|
|
assert await transform({"foo": "bar"}, TypedDictBase64Input, use_async) == {"foo": "bar"}
|
|
|
|
|
|
|
|
|
|
# pathlib.Path is automatically converted to base64
|
|
|
|
|
assert await transform({"foo": SAMPLE_FILE_PATH}, TypedDictBase64Input, use_async) == {
|
|
|
|
|
"foo": "SGVsbG8sIHdvcmxkIQo="
|
|
|
|
|
} # type: ignore[comparison-overlap]
|
|
|
|
|
|
|
|
|
|
# io instances are automatically converted to base64
|
|
|
|
|
assert await transform({"foo": io.StringIO("Hello, world!")}, TypedDictBase64Input, use_async) == {
|
|
|
|
|
"foo": "SGVsbG8sIHdvcmxkIQ=="
|
|
|
|
|
} # type: ignore[comparison-overlap]
|
|
|
|
|
assert await transform({"foo": io.BytesIO(b"Hello, world!")}, TypedDictBase64Input, use_async) == {
|
|
|
|
|
"foo": "SGVsbG8sIHdvcmxkIQ=="
|
|
|
|
|
} # type: ignore[comparison-overlap]
|
2025-04-08 12:09:51 +00:00
|
|
|
|
|
|
|
|
|
|
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
|
|
|
|
async def test_transform_skipping(use_async: bool) -> None:
|
|
|
|
|
# lists of ints are left as-is
|
|
|
|
|
data = [1, 2, 3]
|
|
|
|
|
assert await transform(data, List[int], use_async) is data
|
|
|
|
|
|
|
|
|
|
# iterables of ints are converted to a list
|
|
|
|
|
data = iter([1, 2, 3])
|
|
|
|
|
assert await transform(data, Iterable[int], use_async) == [1, 2, 3]
|
2025-04-11 12:22:53 +00:00
|
|
|
|
|
|
|
|
|
|
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
|
|
|
|
async def test_strips_notgiven(use_async: bool) -> None:
|
|
|
|
|
assert await transform({"foo_bar": "bar"}, Foo1, use_async) == {"fooBar": "bar"}
|
2025-09-18 14:56:20 +00:00
|
|
|
assert await transform({"foo_bar": not_given}, Foo1, use_async) == {}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@parametrize
|
|
|
|
|
@pytest.mark.asyncio
|
|
|
|
|
async def test_strips_omit(use_async: bool) -> None:
|
|
|
|
|
assert await transform({"foo_bar": "bar"}, Foo1, use_async) == {"fooBar": "bar"}
|
|
|
|
|
assert await transform({"foo_bar": omit}, Foo1, use_async) == {}
|
