feat: add endpoint test helper for pytest module

* feat: return PaginatedResponse for paginate crud function

* feat: add as_response argument for get, create, update and delete crud functions

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "fastapi-toolsets"
-version = "0.6.0"
+version = "0.7.1"
 description = "Reusable tools for FastAPI: async CRUD, fixtures, CLI, and standardized responses for SQLAlchemy + PostgreSQL"
 readme = "README.md"
 license = "MIT"
@@ -59,10 +59,10 @@ dev = [
 ]
 
 [project.scripts]
-manager = "fastapi_toolsets.cli:cli"
+manager = "fastapi_toolsets.cli.app:cli"
 
 [build-system]
-requires = ["uv_build>=0.9.26,<0.10.0"]
+requires = ["uv_build>=0.10,<0.11.0"]
 build-backend = "uv_build"
 
 [tool.pytest.ini_options]

src/fastapi_toolsets/__init__.py

@@ -21,4 +21,4 @@ Example usage:
         return Response(data={"user": user.username}, message="Success")
 """
 
-__version__ = "0.6.0"
+__version__ = "0.7.1"

src/fastapi_toolsets/cli/app.py

@@ -2,6 +2,7 @@
 
 import typer
 
+from ..logger import configure_logging
 from .config import get_custom_cli
 from .pyproject import load_pyproject
 
@@ -27,4 +28,5 @@ if _config.get("fixtures") and _config.get("db_context"):
 @cli.callback()
 def main(ctx: typer.Context) -> None:
     """FastAPI utilities CLI."""
+    configure_logging()
     ctx.ensure_object(dict)

src/fastapi_toolsets/crud/factory.py

@@ -1,7 +1,9 @@
 """Generic async CRUD operations for SQLAlchemy models."""
 
+from __future__ import annotations
+
 from collections.abc import Sequence
-from typing import Any, ClassVar, Generic, Self, TypeVar, cast
+from typing import Any, ClassVar, Generic, Literal, Self, TypeVar, cast, overload
 
 from pydantic import BaseModel
 from sqlalchemy import and_, func, select
@@ -14,6 +16,7 @@ from sqlalchemy.sql.roles import WhereHavingRole
 
 from ..db import get_transaction
 from ..exceptions import NotFoundError
+from ..schemas import PaginatedResponse, Pagination, Response
 from .search import SearchConfig, SearchFieldType, build_search_filters
 
 ModelType = TypeVar("ModelType", bound=DeclarativeBase)
@@ -29,26 +32,80 @@ class AsyncCrud(Generic[ModelType]):
     model: ClassVar[type[DeclarativeBase]]
     searchable_fields: ClassVar[Sequence[SearchFieldType] | None] = None
 
+    @overload
+    @classmethod
+    async def create(  # pragma: no cover
+        cls: type[Self],
+        session: AsyncSession,
+        obj: BaseModel,
+        *,
+        as_response: Literal[True],
+    ) -> Response[ModelType]: ...
+
+    @overload
+    @classmethod
+    async def create(  # pragma: no cover
+        cls: type[Self],
+        session: AsyncSession,
+        obj: BaseModel,
+        *,
+        as_response: Literal[False] = ...,
+    ) -> ModelType: ...
+
     @classmethod
     async def create(
         cls: type[Self],
         session: AsyncSession,
         obj: BaseModel,
-    ) -> ModelType:
+        *,
+        as_response: bool = False,
+    ) -> ModelType | Response[ModelType]:
         """Create a new record in the database.
 
         Args:
             session: DB async session
             obj: Pydantic model with data to create
+            as_response: If True, wrap result in Response object
 
         Returns:
-            Created model instance
+            Created model instance or Response wrapping it
         """
         async with get_transaction(session):
             db_model = cls.model(**obj.model_dump())
             session.add(db_model)
         await session.refresh(db_model)
-        return cast(ModelType, db_model)
+        result = cast(ModelType, db_model)
+        if as_response:
+            return Response(data=result)
+        return result
+
+    @overload
+    @classmethod
+    async def get(  # pragma: no cover
+        cls: type[Self],
+        session: AsyncSession,
+        filters: list[Any],
+        *,
+        joins: JoinType | None = None,
+        outer_join: bool = False,
+        with_for_update: bool = False,
+        load_options: list[Any] | None = None,
+        as_response: Literal[True],
+    ) -> Response[ModelType]: ...
+
+    @overload
+    @classmethod
+    async def get(  # pragma: no cover
+        cls: type[Self],
+        session: AsyncSession,
+        filters: list[Any],
+        *,
+        joins: JoinType | None = None,
+        outer_join: bool = False,
+        with_for_update: bool = False,
+        load_options: list[Any] | None = None,
+        as_response: Literal[False] = ...,
+    ) -> ModelType: ...
 
     @classmethod
     async def get(
@@ -60,7 +117,8 @@ class AsyncCrud(Generic[ModelType]):
         outer_join: bool = False,
         with_for_update: bool = False,
         load_options: list[Any] | None = None,
-    ) -> ModelType:
+        as_response: bool = False,
+    ) -> ModelType | Response[ModelType]:
         """Get exactly one record. Raises NotFoundError if not found.
 
         Args:
@@ -70,9 +128,10 @@ class AsyncCrud(Generic[ModelType]):
             outer_join: Use LEFT OUTER JOIN instead of INNER JOIN
             with_for_update: Lock the row for update
             load_options: SQLAlchemy loader options (e.g., selectinload)
+            as_response: If True, wrap result in Response object
 
         Returns:
-            Model instance
+            Model instance or Response wrapping it
 
         Raises:
             NotFoundError: If no record found
@@ -95,7 +154,10 @@ class AsyncCrud(Generic[ModelType]):
         item = result.unique().scalar_one_or_none()
         if not item:
             raise NotFoundError()
-        return cast(ModelType, item)
+        result = cast(ModelType, item)
+        if as_response:
+            return Response(data=result)
+        return result
 
     @classmethod
     async def first(
@@ -183,6 +245,32 @@ class AsyncCrud(Generic[ModelType]):
         result = await session.execute(q)
         return cast(Sequence[ModelType], result.unique().scalars().all())
 
+    @overload
+    @classmethod
+    async def update(  # pragma: no cover
+        cls: type[Self],
+        session: AsyncSession,
+        obj: BaseModel,
+        filters: list[Any],
+        *,
+        exclude_unset: bool = True,
+        exclude_none: bool = False,
+        as_response: Literal[True],
+    ) -> Response[ModelType]: ...
+
+    @overload
+    @classmethod
+    async def update(  # pragma: no cover
+        cls: type[Self],
+        session: AsyncSession,
+        obj: BaseModel,
+        filters: list[Any],
+        *,
+        exclude_unset: bool = True,
+        exclude_none: bool = False,
+        as_response: Literal[False] = ...,
+    ) -> ModelType: ...
+
     @classmethod
     async def update(
         cls: type[Self],
@@ -192,7 +280,8 @@ class AsyncCrud(Generic[ModelType]):
         *,
         exclude_unset: bool = True,
         exclude_none: bool = False,
-    ) -> ModelType:
+        as_response: bool = False,
+    ) -> ModelType | Response[ModelType]:
         """Update a record in the database.
 
         Args:
@@ -201,9 +290,10 @@ class AsyncCrud(Generic[ModelType]):
             filters: List of SQLAlchemy filter conditions
             exclude_unset: Exclude fields not explicitly set in the schema
             exclude_none: Exclude fields with None value
+            as_response: If True, wrap result in Response object
 
         Returns:
-            Updated model instance
+            Updated model instance or Response wrapping it
 
         Raises:
             NotFoundError: If no record found
@@ -216,6 +306,8 @@ class AsyncCrud(Generic[ModelType]):
             for key, value in values.items():
                 setattr(db_model, key, value)
         await session.refresh(db_model)
+        if as_response:
+            return Response(data=db_model)
         return db_model
 
     @classmethod
@@ -264,24 +356,49 @@ class AsyncCrud(Generic[ModelType]):
                 )
         return cast(ModelType | None, db_model)
 
+    @overload
+    @classmethod
+    async def delete(  # pragma: no cover
+        cls: type[Self],
+        session: AsyncSession,
+        filters: list[Any],
+        *,
+        as_response: Literal[True],
+    ) -> Response[None]: ...
+
+    @overload
+    @classmethod
+    async def delete(  # pragma: no cover
+        cls: type[Self],
+        session: AsyncSession,
+        filters: list[Any],
+        *,
+        as_response: Literal[False] = ...,
+    ) -> bool: ...
+
     @classmethod
     async def delete(
         cls: type[Self],
         session: AsyncSession,
         filters: list[Any],
-    ) -> bool:
+        *,
+        as_response: bool = False,
+    ) -> bool | Response[None]:
         """Delete records from the database.
 
         Args:
             session: DB async session
             filters: List of SQLAlchemy filter conditions
+            as_response: If True, wrap result in Response object
 
         Returns:
-            True if deletion was executed
+            True if deletion was executed, or Response wrapping it
         """
         async with get_transaction(session):
             q = sql_delete(cls.model).where(and_(*filters))
             await session.execute(q)
+        if as_response:
+            return Response(data=None)
         return True
 
     @classmethod
@@ -363,7 +480,7 @@ class AsyncCrud(Generic[ModelType]):
         items_per_page: int = 20,
         search: str | SearchConfig | None = None,
         search_fields: Sequence[SearchFieldType] | None = None,
-    ) -> dict[str, Any]:
+    ) -> PaginatedResponse[ModelType]:
         """Get paginated results with metadata.
 
         Args:
@@ -420,7 +537,7 @@ class AsyncCrud(Generic[ModelType]):
 
         q = q.offset(offset).limit(items_per_page)
         result = await session.execute(q)
-        items = result.unique().scalars().all()
+        items = cast(list[ModelType], result.unique().scalars().all())
 
         # Count query (with same joins and filters)
         pk_col = cls.model.__mapper__.primary_key[0]
@@ -446,15 +563,15 @@ class AsyncCrud(Generic[ModelType]):
         count_result = await session.execute(count_q)
         total_count = count_result.scalar_one()
 
-        return {
-            "data": items,
-            "pagination": {
-                "total_count": total_count,
-                "items_per_page": items_per_page,
-                "page": page,
-                "has_more": page * items_per_page < total_count,
-            },
-        }
+        return PaginatedResponse(
+            data=items,
+            pagination=Pagination(
+                total_count=total_count,
+                items_per_page=items_per_page,
+                page=page,
+                has_more=page * items_per_page < total_count,
+            ),
+        )
 
 
 def CrudFactory(

src/fastapi_toolsets/fixtures/registry.py

@@ -1,15 +1,15 @@
 """Fixture system with dependency management and context support."""
 
-import logging
 from collections.abc import Callable, Sequence
 from dataclasses import dataclass, field
 from typing import Any, cast
 
 from sqlalchemy.orm import DeclarativeBase
 
+from ..logger import get_logger
 from .enum import Context
 
-logger = logging.getLogger(__name__)
+logger = get_logger()
 
 
 @dataclass

src/fastapi_toolsets/fixtures/utils.py

@@ -1,4 +1,3 @@
-import logging
 from collections.abc import Callable, Sequence
 from typing import Any, TypeVar
 
@@ -6,10 +5,11 @@ from sqlalchemy.ext.asyncio import AsyncSession
 from sqlalchemy.orm import DeclarativeBase
 
 from ..db import get_transaction
+from ..logger import get_logger
 from .enum import LoadStrategy
 from .registry import Context, FixtureRegistry
 
-logger = logging.getLogger(__name__)
+logger = get_logger()
 
 T = TypeVar("T", bound=DeclarativeBase)
 
@@ -29,9 +29,14 @@ def get_obj_by_attr(
         The first model instance where the attribute matches the given value.
 
     Raises:
-        StopIteration: If no matching object is found.
+        StopIteration: If no matching object is found in the fixture group.
     """
+    try:
         return next(obj for obj in fixtures() if getattr(obj, attr_name) == value)
+    except StopIteration:
+        raise StopIteration(
+            f"No object with {attr_name}={value} found in fixture '{getattr(fixtures, '__name__', repr(fixtures))}'"
+        ) from None
 
 
 async def load_fixtures(

src/fastapi_toolsets/logger.py

@@ -0,0 +1,81 @@
+"""Logging configuration for FastAPI applications and CLI tools."""
+
+import logging
+import sys
+from typing import Literal
+
+__all__ = ["LogLevel", "configure_logging", "get_logger"]
+
+DEFAULT_FORMAT = "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
+UVICORN_LOGGERS = ("uvicorn", "uvicorn.access", "uvicorn.error")
+
+LogLevel = Literal["DEBUG", "INFO", "WARNING", "ERROR", "CRITICAL"]
+
+
+def configure_logging(
+    level: LogLevel | int = "INFO",
+    fmt: str = DEFAULT_FORMAT,
+    logger_name: str | None = None,
+) -> logging.Logger:
+    """Configure logging with a stdout handler and consistent format.
+
+    Sets up a :class:`~logging.StreamHandler` writing to stdout with the
+    given format and level.  Also configures the uvicorn loggers so that
+    FastAPI access logs use the same format.
+
+    Calling this function multiple times is safe -- existing handlers are
+    replaced rather than duplicated.
+
+    Args:
+        level: Log level (e.g. ``"DEBUG"``, ``"INFO"``, or ``logging.DEBUG``).
+        fmt: Log format string.  Defaults to
+            ``"%(asctime)s - %(name)s - %(levelname)s - %(message)s"``.
+        logger_name: Logger name to configure.  ``None`` (the default)
+            configures the root logger so all loggers inherit the settings.
+
+    Returns:
+        The configured Logger instance.
+    """
+    formatter = logging.Formatter(fmt)
+
+    handler = logging.StreamHandler(sys.stdout)
+    handler.setFormatter(formatter)
+
+    logger = logging.getLogger(logger_name)
+    logger.handlers.clear()
+    logger.addHandler(handler)
+    logger.setLevel(level)
+
+    for name in UVICORN_LOGGERS:
+        uv_logger = logging.getLogger(name)
+        uv_logger.handlers.clear()
+        uv_logger.addHandler(handler)
+        uv_logger.setLevel(level)
+
+    return logger
+
+
+_SENTINEL = object()
+
+
+def get_logger(name: str | None = _SENTINEL) -> logging.Logger:  # type: ignore[assignment]
+    """Return a logger with the given *name*.
+
+    A thin convenience wrapper around :func:`logging.getLogger` that keeps
+    logging imports consistent across the codebase.
+
+    When called without arguments, the caller's ``__name__`` is used
+    automatically, so ``get_logger()`` in a module is equivalent to
+    ``logging.getLogger(__name__)``.  Pass ``None`` explicitly to get the
+    root logger.
+
+    Args:
+        name: Logger name.  Defaults to the caller's ``__name__``.
+            Pass ``None`` to get the root logger.
+
+    Returns:
+        A Logger instance.
+    """
+    if name is _SENTINEL:
+        name = sys._getframe(1).f_globals.get("__name__")
+    return logging.getLogger(name)

src/fastapi_toolsets/pytest/utils.py

@@ -2,9 +2,10 @@
 
 from collections.abc import AsyncGenerator
 from contextlib import asynccontextmanager
-from typing import Any
+from typing import Any, Literal
 
-from httpx import ASGITransport, AsyncClient
+from httpx import ASGITransport, AsyncClient, Response
+from pydantic import BaseModel
 from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine
 from sqlalchemy.orm import DeclarativeBase
 
@@ -108,3 +109,61 @@ async def create_db_session(
                 await conn.run_sync(base.metadata.drop_all)
     finally:
         await engine.dispose()
+
+
+def _normalize_expected(
+    expected: BaseModel | list[BaseModel] | dict | list[dict],
+) -> Any:
+    """Normalize expected data to a JSON-compatible structure."""
+    if isinstance(expected, BaseModel):
+        return expected.model_dump(mode="json")
+    if isinstance(expected, list):
+        return [
+            item.model_dump(mode="json") if isinstance(item, BaseModel) else item
+            for item in expected
+        ]
+    return expected
+
+
+HttpMethod = Literal["GET", "POST", "PUT", "PATCH", "DELETE", "HEAD", "OPTIONS"]
+
+
+async def assert_endpoint(
+    client: AsyncClient,
+    method: HttpMethod,
+    url: str,
+    *,
+    expected_status: int = 200,
+    expected_data: BaseModel | list[BaseModel] | dict | list[dict] | None = None,
+    request_headers: dict[str, str] | None = None,
+    request_json: Any | None = None,
+    request_params: dict[str, Any] | None = None,
+    request_content: bytes | None = None,
+) -> Response:
+    """Assert an API endpoint returns the expected status and data."""
+    kwargs: dict[str, Any] = {}
+    if request_headers is not None:
+        kwargs["headers"] = request_headers
+    if request_json is not None:
+        kwargs["json"] = request_json
+    if request_params is not None:
+        kwargs["params"] = request_params
+    if request_content is not None:
+        kwargs["content"] = request_content
+
+    response = await client.request(method, url, **kwargs)
+
+    assert response.status_code == expected_status, (
+        f"Expected status {expected_status}, got {response.status_code}. "
+        f"Response body: {response.text}"
+    )
+
+    if expected_data is not None:
+        response_json = response.json()
+        actual_data = response_json.get("data")
+        normalized = _normalize_expected(expected_data)
+        assert actual_data == normalized, (
+            f"Response data mismatch.\nExpected: {normalized}\nActual:   {actual_data}"
+        )
+
+    return response

src/fastapi_toolsets/schemas.py

@@ -10,6 +10,7 @@ __all__ = [
     "ErrorResponse",
     "Pagination",
     "PaginatedResponse",
+    "PydanticBase",
     "Response",
     "ResponseStatus",
 ]

tests/test_crud.py

@@ -429,11 +429,11 @@ class TestCrudPaginate:
 
         result = await RoleCrud.paginate(db_session, page=1, items_per_page=10)
 
-        assert len(result["data"]) == 10
-        assert result["pagination"]["total_count"] == 25
-        assert result["pagination"]["page"] == 1
-        assert result["pagination"]["items_per_page"] == 10
-        assert result["pagination"]["has_more"] is True
+        assert len(result.data) == 10
+        assert result.pagination.total_count == 25
+        assert result.pagination.page == 1
+        assert result.pagination.items_per_page == 10
+        assert result.pagination.has_more is True
 
     @pytest.mark.anyio
     async def test_paginate_last_page(self, db_session: AsyncSession):
@@ -443,8 +443,8 @@ class TestCrudPaginate:
 
         result = await RoleCrud.paginate(db_session, page=3, items_per_page=10)
 
-        assert len(result["data"]) == 5
-        assert result["pagination"]["has_more"] is False
+        assert len(result.data) == 5
+        assert result.pagination.has_more is False
 
     @pytest.mark.anyio
     async def test_paginate_with_filters(self, db_session: AsyncSession):
@@ -466,7 +466,7 @@ class TestCrudPaginate:
             items_per_page=10,
         )
 
-        assert result["pagination"]["total_count"] == 5
+        assert result.pagination.total_count == 5
 
     @pytest.mark.anyio
     async def test_paginate_with_ordering(self, db_session: AsyncSession):
@@ -482,7 +482,7 @@ class TestCrudPaginate:
             items_per_page=10,
         )
 
-        names = [r.name for r in result["data"]]
+        names = [r.name for r in result.data]
         assert names == ["alpha", "bravo", "charlie"]
 
 
@@ -690,8 +690,8 @@ class TestCrudJoins:
             items_per_page=10,
         )
 
-        assert result["pagination"]["total_count"] == 3
-        assert len(result["data"]) == 3
+        assert result.pagination.total_count == 3
+        assert len(result.data) == 3
 
     @pytest.mark.anyio
     async def test_paginate_with_outer_join(self, db_session: AsyncSession):
@@ -721,8 +721,8 @@ class TestCrudJoins:
             items_per_page=10,
         )
 
-        assert result["pagination"]["total_count"] == 2
-        assert len(result["data"]) == 2
+        assert result.pagination.total_count == 2
+        assert len(result.data) == 2
 
     @pytest.mark.anyio
     async def test_multiple_joins(self, db_session: AsyncSession):
@@ -752,3 +752,63 @@ class TestCrudJoins:
         )
         assert len(users) == 1
         assert users[0].username == "multi_join"
+
+
+class TestAsResponse:
+    """Tests for as_response parameter."""
+
+    @pytest.mark.anyio
+    async def test_create_as_response(self, db_session: AsyncSession):
+        """Create with as_response=True returns Response."""
+        from fastapi_toolsets.schemas import Response
+
+        data = RoleCreate(name="response_role")
+        result = await RoleCrud.create(db_session, data, as_response=True)
+
+        assert isinstance(result, Response)
+        assert result.data is not None
+        assert result.data.name == "response_role"
+
+    @pytest.mark.anyio
+    async def test_get_as_response(self, db_session: AsyncSession):
+        """Get with as_response=True returns Response."""
+        from fastapi_toolsets.schemas import Response
+
+        created = await RoleCrud.create(db_session, RoleCreate(name="get_response"))
+        result = await RoleCrud.get(
+            db_session, [Role.id == created.id], as_response=True
+        )
+
+        assert isinstance(result, Response)
+        assert result.data is not None
+        assert result.data.id == created.id
+
+    @pytest.mark.anyio
+    async def test_update_as_response(self, db_session: AsyncSession):
+        """Update with as_response=True returns Response."""
+        from fastapi_toolsets.schemas import Response
+
+        created = await RoleCrud.create(db_session, RoleCreate(name="old_name"))
+        result = await RoleCrud.update(
+            db_session,
+            RoleUpdate(name="new_name"),
+            [Role.id == created.id],
+            as_response=True,
+        )
+
+        assert isinstance(result, Response)
+        assert result.data is not None
+        assert result.data.name == "new_name"
+
+    @pytest.mark.anyio
+    async def test_delete_as_response(self, db_session: AsyncSession):
+        """Delete with as_response=True returns Response."""
+        from fastapi_toolsets.schemas import Response
+
+        created = await RoleCrud.create(db_session, RoleCreate(name="to_delete"))
+        result = await RoleCrud.delete(
+            db_session, [Role.id == created.id], as_response=True
+        )
+
+        assert isinstance(result, Response)
+        assert result.data is None

tests/test_crud_search.py

@@ -39,7 +39,7 @@ class TestPaginateSearch:
             search_fields=[User.username],
         )
 
-        assert result["pagination"]["total_count"] == 2
+        assert result.pagination.total_count == 2
 
     @pytest.mark.anyio
     async def test_search_multiple_columns(self, db_session: AsyncSession):
@@ -57,7 +57,7 @@ class TestPaginateSearch:
             search_fields=[User.username, User.email],
         )
 
-        assert result["pagination"]["total_count"] == 2
+        assert result.pagination.total_count == 2
 
     @pytest.mark.anyio
     async def test_search_relationship_depth1(self, db_session: AsyncSession):
@@ -84,7 +84,7 @@ class TestPaginateSearch:
             search_fields=[(User.role, Role.name)],
         )
 
-        assert result["pagination"]["total_count"] == 2
+        assert result.pagination.total_count == 2
 
     @pytest.mark.anyio
     async def test_search_mixed_direct_and_relation(self, db_session: AsyncSession):
@@ -102,7 +102,7 @@ class TestPaginateSearch:
             search_fields=[User.username, (User.role, Role.name)],
         )
 
-        assert result["pagination"]["total_count"] == 1
+        assert result.pagination.total_count == 1
 
     @pytest.mark.anyio
     async def test_search_case_insensitive(self, db_session: AsyncSession):
@@ -117,7 +117,7 @@ class TestPaginateSearch:
             search_fields=[User.username],
         )
 
-        assert result["pagination"]["total_count"] == 1
+        assert result.pagination.total_count == 1
 
     @pytest.mark.anyio
     async def test_search_case_sensitive(self, db_session: AsyncSession):
@@ -132,7 +132,7 @@ class TestPaginateSearch:
             search=SearchConfig(query="johndoe", case_sensitive=True),
             search_fields=[User.username],
         )
-        assert result["pagination"]["total_count"] == 0
+        assert result.pagination.total_count == 0
 
         # Should find (case match)
         result = await UserCrud.paginate(
@@ -140,7 +140,7 @@ class TestPaginateSearch:
             search=SearchConfig(query="JohnDoe", case_sensitive=True),
             search_fields=[User.username],
         )
-        assert result["pagination"]["total_count"] == 1
+        assert result.pagination.total_count == 1
 
     @pytest.mark.anyio
     async def test_search_empty_query(self, db_session: AsyncSession):
@@ -153,10 +153,10 @@ class TestPaginateSearch:
         )
 
         result = await UserCrud.paginate(db_session, search="")
-        assert result["pagination"]["total_count"] == 2
+        assert result.pagination.total_count == 2
 
         result = await UserCrud.paginate(db_session, search=None)
-        assert result["pagination"]["total_count"] == 2
+        assert result.pagination.total_count == 2
 
     @pytest.mark.anyio
     async def test_search_with_existing_filters(self, db_session: AsyncSession):
@@ -177,8 +177,8 @@ class TestPaginateSearch:
             search_fields=[User.username],
         )
 
-        assert result["pagination"]["total_count"] == 1
-        assert result["data"][0].username == "active_john"
+        assert result.pagination.total_count == 1
+        assert result.data[0].username == "active_john"
 
     @pytest.mark.anyio
     async def test_search_auto_detect_fields(self, db_session: AsyncSession):
@@ -189,7 +189,7 @@ class TestPaginateSearch:
 
         result = await UserCrud.paginate(db_session, search="findme")
 
-        assert result["pagination"]["total_count"] == 1
+        assert result.pagination.total_count == 1
 
     @pytest.mark.anyio
     async def test_search_no_results(self, db_session: AsyncSession):
@@ -204,8 +204,8 @@ class TestPaginateSearch:
             search_fields=[User.username],
         )
 
-        assert result["pagination"]["total_count"] == 0
-        assert result["data"] == []
+        assert result.pagination.total_count == 0
+        assert result.data == []
 
     @pytest.mark.anyio
     async def test_search_with_pagination(self, db_session: AsyncSession):
@@ -224,9 +224,9 @@ class TestPaginateSearch:
             items_per_page=5,
         )
 
-        assert result["pagination"]["total_count"] == 15
-        assert len(result["data"]) == 5
-        assert result["pagination"]["has_more"] is True
+        assert result.pagination.total_count == 15
+        assert len(result.data) == 5
+        assert result.pagination.has_more is True
 
     @pytest.mark.anyio
     async def test_search_null_relationship(self, db_session: AsyncSession):
@@ -248,7 +248,7 @@ class TestPaginateSearch:
             search_fields=[User.username],
         )
 
-        assert result["pagination"]["total_count"] == 2
+        assert result.pagination.total_count == 2
 
     @pytest.mark.anyio
     async def test_search_with_order_by(self, db_session: AsyncSession):
@@ -270,8 +270,8 @@ class TestPaginateSearch:
             order_by=User.username,
         )
 
-        assert result["pagination"]["total_count"] == 3
-        usernames = [u.username for u in result["data"]]
+        assert result.pagination.total_count == 3
+        usernames = [u.username for u in result.data]
         assert usernames == ["alice", "bob", "charlie"]
 
     @pytest.mark.anyio
@@ -292,8 +292,8 @@ class TestPaginateSearch:
             search_fields=[User.id, User.username],
         )
 
-        assert result["pagination"]["total_count"] == 1
-        assert result["data"][0].id == user_id
+        assert result.pagination.total_count == 1
+        assert result.data[0].id == user_id
 
 
 class TestSearchConfig:
@@ -318,8 +318,8 @@ class TestSearchConfig:
             search_fields=[User.username, User.email],
         )
 
-        assert result["pagination"]["total_count"] == 1
-        assert result["data"][0].username == "john_test"
+        assert result.pagination.total_count == 1
+        assert result.data[0].username == "john_test"
 
     @pytest.mark.anyio
     async def test_search_config_with_fields(self, db_session: AsyncSession):
@@ -333,7 +333,7 @@ class TestSearchConfig:
             search=SearchConfig(query="findme", fields=[User.email]),
         )
 
-        assert result["pagination"]["total_count"] == 1
+        assert result.pagination.total_count == 1
 
 
 class TestNoSearchableFieldsError:

tests/test_fixtures.py

@@ -744,8 +744,11 @@ class TestGetObjByAttr:
         assert user.username == "alice"
 
     def test_no_match_raises_stop_iteration(self):
-        """Raises StopIteration when no object matches."""
-        with pytest.raises(StopIteration):
+        """Raises StopIteration with contextual message when no object matches."""
+        with pytest.raises(
+            StopIteration,
+            match="No object with name=nonexistent found in fixture 'roles'",
+        ):
             get_obj_by_attr(self.roles, "name", "nonexistent")
 
     def test_no_match_on_wrong_value_type(self):

tests/test_logger.py

@@ -0,0 +1,118 @@
+import logging
+import sys
+
+import pytest
+
+from fastapi_toolsets.logger import (
+    DEFAULT_FORMAT,
+    UVICORN_LOGGERS,
+    configure_logging,
+    get_logger,
+)
+
+
+@pytest.fixture(autouse=True)
+def _reset_loggers():
+    """Reset the root and uvicorn loggers after each test."""
+    yield
+    root = logging.getLogger()
+    root.handlers.clear()
+    root.setLevel(logging.WARNING)
+    for name in UVICORN_LOGGERS:
+        uv = logging.getLogger(name)
+        uv.handlers.clear()
+        uv.setLevel(logging.NOTSET)
+
+
+class TestConfigureLogging:
+    def test_sets_up_handler_and_format(self):
+        logger = configure_logging()
+
+        assert len(logger.handlers) == 1
+        handler = logger.handlers[0]
+        assert isinstance(handler, logging.StreamHandler)
+        assert handler.stream is sys.stdout
+        assert handler.formatter is not None
+        assert handler.formatter._fmt == DEFAULT_FORMAT
+
+    def test_default_level_is_info(self):
+        logger = configure_logging()
+
+        assert logger.level == logging.INFO
+
+    def test_custom_level_string(self):
+        logger = configure_logging(level="DEBUG")
+
+        assert logger.level == logging.DEBUG
+
+    def test_custom_level_int(self):
+        logger = configure_logging(level=logging.WARNING)
+
+        assert logger.level == logging.WARNING
+
+    def test_custom_format(self):
+        custom_fmt = "%(levelname)s: %(message)s"
+        logger = configure_logging(fmt=custom_fmt)
+
+        handler = logger.handlers[0]
+        assert handler.formatter is not None
+        assert handler.formatter._fmt == custom_fmt
+
+    def test_named_logger(self):
+        logger = configure_logging(logger_name="myapp")
+
+        assert logger.name == "myapp"
+        assert len(logger.handlers) == 1
+
+    def test_default_configures_root_logger(self):
+        logger = configure_logging()
+
+        assert logger is logging.getLogger()
+
+    def test_idempotent_no_duplicate_handlers(self):
+        configure_logging()
+        configure_logging()
+        logger = configure_logging()
+
+        assert len(logger.handlers) == 1
+
+    def test_configures_uvicorn_loggers(self):
+        configure_logging(level="DEBUG")
+
+        for name in UVICORN_LOGGERS:
+            uv_logger = logging.getLogger(name)
+            assert len(uv_logger.handlers) == 1
+            assert uv_logger.level == logging.DEBUG
+            handler = uv_logger.handlers[0]
+            assert handler.formatter is not None
+            assert handler.formatter._fmt == DEFAULT_FORMAT
+
+    def test_returns_configured_logger(self):
+        logger = configure_logging(logger_name="test.return")
+
+        assert isinstance(logger, logging.Logger)
+        assert logger.name == "test.return"
+
+
+class TestGetLogger:
+    def test_returns_named_logger(self):
+        logger = get_logger("myapp.services")
+
+        assert isinstance(logger, logging.Logger)
+        assert logger.name == "myapp.services"
+
+    def test_returns_root_logger_when_none(self):
+        logger = get_logger(None)
+
+        assert logger is logging.getLogger()
+
+    def test_defaults_to_caller_module_name(self):
+        logger = get_logger()
+
+        assert logger.name == __name__
+
+    def test_same_name_returns_same_logger(self):
+        a = get_logger("myapp")
+        b = get_logger("myapp")
+
+        assert a is b

uv.lock

@@ -205,7 +205,7 @@ toml = [
 
 [[package]]
 name = "fastapi"
-version = "0.128.0"
+version = "0.128.1"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "annotated-doc" },
@@ -213,14 +213,14 @@ dependencies = [
     { name = "starlette" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/52/08/8c8508db6c7b9aae8f7175046af41baad690771c9bcde676419965e338c7/fastapi-0.128.0.tar.gz", hash = "sha256:1cc179e1cef10a6be60ffe429f79b829dce99d8de32d7acb7e6c8dfdf7f2645a", size = 365682, upload-time = "2025-12-27T15:21:13.714Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f6/59/28bde150415783ff084334e3de106eb7461a57864cf69f343950ad5a5ddd/fastapi-0.128.1.tar.gz", hash = "sha256:ce5be4fa26d4ce6f54debcc873d1fb8e0e248f5c48d7502ba6c61457ab2dc766", size = 374260, upload-time = "2026-02-04T17:35:10.542Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/5c/05/5cbb59154b093548acd0f4c7c474a118eda06da25aa75c616b72d8fcd92a/fastapi-0.128.0-py3-none-any.whl", hash = "sha256:aebd93f9716ee3b4f4fcfe13ffb7cf308d99c9f3ab5622d8877441072561582d", size = 103094, upload-time = "2025-12-27T15:21:12.154Z" },
+    { url = "https://files.pythonhosted.org/packages/1a/08/3953db1979ea131c68279b997c6465080118b407f0800445b843f8e164b3/fastapi-0.128.1-py3-none-any.whl", hash = "sha256:ee82146bbf91ea5bbf2bb8629e4c6e056c4fbd997ea6068501b11b15260b50fb", size = 103810, upload-time = "2026-02-04T17:35:08.02Z" },
 ]
 
 [[package]]
 name = "fastapi-toolsets"
-version = "0.6.0"
+version = "0.7.1"
 source = { editable = "." }
 dependencies = [
     { name = "asyncpg" },