Version 0.9.0

Bumps [typer](https://github.com/fastapi/typer) from 0.21.1 to 0.23.0.
- [Release notes](https://github.com/fastapi/typer/releases)
- [Changelog](https://github.com/fastapi/typer/blob/master/docs/release-notes.md)
- [Commits](https://github.com/fastapi/typer/compare/0.21.1...0.23.0)

---
updated-dependencies:
- dependency-name: typer
  dependency-version: 0.23.0
  dependency-type: direct:production
  update-type: version-update:semver-minor
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

README.md

@@ -26,11 +26,15 @@ uv add fastapi-toolsets
 
 ## Features
 
-- **CRUD**: Generic async CRUD operations with `CrudFactory`
-- **Fixtures**: Fixture system with dependency management, context support and pytest integration
+- **CRUD**: Generic async CRUD operations with `CrudFactory`, built-in search with relationship traversal
+- **Database**: Session management, transaction helpers, table locking, and polling-based row change detection
+- **Dependencies**: FastAPI dependency factories (`PathDependency`, `BodyDependency`) for automatic DB lookups from path or body parameters
+- **Fixtures**: Fixture system with dependency management, context support, and pytest integration
 - **CLI**: Django-like command-line interface with fixture management and custom commands support
-- **Standardized API Responses**: Consistent response format across your API
+- **Standardized API Responses**: Consistent response format with `Response`, `PaginatedResponse`, and `PydanticBase`
 - **Exception Handling**: Structured error responses with automatic OpenAPI documentation
+- **Logging**: Logging configuration with uvicorn integration via `configure_logging` and `get_logger`
+- **Pytest Helpers**: Async test client, database session management, `pytest-xdist` support, and table cleanup utilities
 
 ## License
 

pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "fastapi-toolsets"
-version = "0.6.0"
+version = "0.9.0"
 description = "Reusable tools for FastAPI: async CRUD, fixtures, CLI, and standardized responses for SQLAlchemy + PostgreSQL"
 readme = "README.md"
 license = "MIT"
@@ -49,6 +49,7 @@ Issues = "https://github.com/d3vyce/fastapi-toolsets/issues"
 test = [
     "pytest>=8.0.0",
     "pytest-anyio>=0.0.0",
+    "pytest-xdist>=3.0.0",
     "coverage>=7.0.0",
     "pytest-cov>=4.0.0",
 ]
@@ -59,10 +60,10 @@ 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__ = "0.9.0"

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/cli/config.py

@@ -18,10 +18,16 @@ def _ensure_project_in_path():
 
 
 def import_from_string(import_path: str):
-    """Import an object from a string path like 'module.submodule:attribute'.
+    """Import an object from a dotted string path.
+
+    Args:
+        import_path: Import path in ``"module.submodule:attribute"`` format
+
+    Returns:
+        The imported attribute
 
     Raises:
-        typer.BadParameter: If the import path is invalid or import fails.
+        typer.BadParameter: If the import path is invalid or import fails
     """
     if ":" not in import_path:
         raise typer.BadParameter(

src/fastapi_toolsets/cli/pyproject.py

@@ -10,6 +10,12 @@ def find_pyproject(start_path: Path | None = None) -> Path | None:
     """Find pyproject.toml by walking up the directory tree.
 
     Similar to how pytest, black, and ruff discover their config files.
+
+    Args:
+        start_path: Directory to start searching from. Defaults to cwd.
+
+    Returns:
+        Path to pyproject.toml, or None if not found.
     """
     path = (start_path or Path.cwd()).resolve()
 

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/db.py

@@ -1,8 +1,10 @@
 """Database utilities: sessions, transactions, and locks."""
 
+import asyncio
 from collections.abc import AsyncGenerator, Callable
 from contextlib import AbstractAsyncContextManager, asynccontextmanager
 from enum import Enum
+from typing import Any, TypeVar
 
 from sqlalchemy import text
 from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker
@@ -14,6 +16,7 @@ __all__ = [
     "create_db_dependency",
     "lock_tables",
     "get_transaction",
+    "wait_for_row_change",
 ]
 
 
@@ -173,3 +176,83 @@ async def lock_tables(
         await session.execute(text(f"SET LOCAL lock_timeout='{timeout}'"))
         await session.execute(text(f"LOCK {table_names} IN {mode.value} MODE"))
         yield session
+
+
+_M = TypeVar("_M", bound=DeclarativeBase)
+
+
+async def wait_for_row_change(
+    session: AsyncSession,
+    model: type[_M],
+    pk_value: Any,
+    *,
+    columns: list[str] | None = None,
+    interval: float = 0.5,
+    timeout: float | None = None,
+) -> _M:
+    """Poll a database row until a change is detected.
+
+    Queries the row every ``interval`` seconds and returns the model instance
+    once a change is detected in any column (or only the specified ``columns``).
+
+    Args:
+        session: AsyncSession instance
+        model: SQLAlchemy model class
+        pk_value: Primary key value of the row to watch
+        columns: Optional list of column names to watch. If None, all columns
+                 are watched.
+        interval: Polling interval in seconds (default: 0.5)
+        timeout: Maximum time to wait in seconds. None means wait forever.
+
+    Returns:
+        The refreshed model instance with updated values
+
+    Raises:
+        LookupError: If the row does not exist or is deleted during polling
+        TimeoutError: If timeout expires before a change is detected
+
+    Example:
+        from fastapi_toolsets.db import wait_for_row_change
+
+        # Wait for any column to change
+        updated = await wait_for_row_change(session, User, user_id)
+
+        # Watch specific columns with a timeout
+        updated = await wait_for_row_change(
+            session, User, user_id,
+            columns=["status", "email"],
+            interval=1.0,
+            timeout=30.0,
+        )
+    """
+    instance = await session.get(model, pk_value)
+    if instance is None:
+        raise LookupError(f"{model.__name__} with pk={pk_value!r} not found")
+
+    if columns is not None:
+        watch_cols = columns
+    else:
+        watch_cols = [attr.key for attr in model.__mapper__.column_attrs]
+
+    initial = {col: getattr(instance, col) for col in watch_cols}
+
+    elapsed = 0.0
+    while True:
+        await asyncio.sleep(interval)
+        elapsed += interval
+
+        if timeout is not None and elapsed >= timeout:
+            raise TimeoutError(
+                f"No change detected on {model.__name__} "
+                f"with pk={pk_value!r} within {timeout}s"
+            )
+
+        session.expunge(instance)
+        instance = await session.get(model, pk_value)
+
+        if instance is None:
+            raise LookupError(f"{model.__name__} with pk={pk_value!r} was deleted")
+
+        current = {col: getattr(instance, col) for col in watch_cols}
+        if current != initial:
+            return instance

src/fastapi_toolsets/exceptions/__init__.py

@@ -1,3 +1,5 @@
+"""Standardized API exceptions and error response handlers."""
+
 from .exceptions import (
     ApiError,
     ApiException,

src/fastapi_toolsets/exceptions/exceptions.py

@@ -87,6 +87,12 @@ class InsufficientRolesError(ForbiddenError):
     )
 
     def __init__(self, required_roles: list[str], user_roles: set[str] | None = None):
+        """Initialize the exception.
+
+        Args:
+            required_roles: Roles needed to access the resource
+            user_roles: Roles the current user has, if known
+        """
         self.required_roles = required_roles
         self.user_roles = user_roles
 
@@ -130,6 +136,11 @@ class NoSearchableFieldsError(ApiException):
     )
 
     def __init__(self, model: type) -> None:
+        """Initialize the exception.
+
+        Args:
+            model: The SQLAlchemy model class that has no searchable fields
+        """
         self.model = model
         detail = (
             f"No searchable fields found for model '{model.__name__}'. "
@@ -172,7 +183,7 @@ def generate_error_responses(
             "content": {
                 "application/json": {
                     "example": {
-                        "data": None,
+                        "data": api_error.data,
                         "status": ResponseStatus.FAIL.value,
                         "message": api_error.msg,
                         "description": api_error.desc,

src/fastapi_toolsets/exceptions/handler.py

@@ -7,11 +7,30 @@ from fastapi.exceptions import RequestValidationError, ResponseValidationError
 from fastapi.openapi.utils import get_openapi
 from fastapi.responses import JSONResponse
 
-from ..schemas import ResponseStatus
+from ..schemas import ErrorResponse, ResponseStatus
 from .exceptions import ApiException
 
 
 def init_exceptions_handlers(app: FastAPI) -> FastAPI:
+    """Register exception handlers and custom OpenAPI schema on a FastAPI app.
+
+    Installs handlers for :class:`ApiException`, validation errors, and
+    unhandled exceptions, and replaces the default 422 schema with a
+    consistent error format.
+
+    Args:
+        app: FastAPI application instance
+
+    Returns:
+        The same FastAPI instance (for chaining)
+
+    Example:
+        from fastapi import FastAPI
+        from fastapi_toolsets.exceptions import init_exceptions_handlers
+
+        app = FastAPI()
+        init_exceptions_handlers(app)
+    """
     _register_exception_handlers(app)
     app.openapi = lambda: _custom_openapi(app)  # type: ignore[method-assign]
     return app
@@ -35,16 +54,16 @@ def _register_exception_handlers(app: FastAPI) -> None:
     async def api_exception_handler(request: Request, exc: ApiException) -> Response:
         """Handle custom API exceptions with structured response."""
         api_error = exc.api_error
+        error_response = ErrorResponse(
+            data=api_error.data,
+            message=api_error.msg,
+            description=api_error.desc,
+            error_code=api_error.err_code,
+        )
 
         return JSONResponse(
             status_code=api_error.code,
-            content={
-                "data": None,
-                "status": ResponseStatus.FAIL.value,
-                "message": api_error.msg,
-                "description": api_error.desc,
-                "error_code": api_error.err_code,
-            },
+            content=error_response.model_dump(),
         )
 
     @app.exception_handler(RequestValidationError)
@@ -64,15 +83,15 @@ def _register_exception_handlers(app: FastAPI) -> None:
     @app.exception_handler(Exception)
     async def generic_exception_handler(request: Request, exc: Exception) -> Response:
         """Handle all unhandled exceptions with a generic 500 response."""
+        error_response = ErrorResponse(
+            message="Internal Server Error",
+            description="An unexpected error occurred. Please try again later.",
+            error_code="SERVER-500",
+        )
+
         return JSONResponse(
             status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
-            content={
-                "data": None,
-                "status": ResponseStatus.FAIL.value,
-                "message": "Internal Server Error",
-                "description": "An unexpected error occurred. Please try again later.",
-                "error_code": "SERVER-500",
-            },
+            content=error_response.model_dump(),
         )
 
 
@@ -97,15 +116,16 @@ def _format_validation_error(
             }
         )
 
+    error_response = ErrorResponse(
+        data={"errors": formatted_errors},
+        message="Validation Error",
+        description=f"{len(formatted_errors)} validation error(s) detected",
+        error_code="VAL-422",
+    )
+
     return JSONResponse(
         status_code=status.HTTP_422_UNPROCESSABLE_ENTITY,
-        content={
-            "data": {"errors": formatted_errors},
-            "status": ResponseStatus.FAIL.value,
-            "message": "Validation Error",
-            "description": f"{len(formatted_errors)} validation error(s) detected",
-            "error_code": "VAL-422",
-        },
+        content=error_response.model_dump(),
     )
 
 

src/fastapi_toolsets/fixtures/__init__.py

@@ -1,3 +1,5 @@
+"""Fixture system for seeding databases with dependency resolution."""
+
 from .enum import LoadStrategy
 from .registry import Context, FixtureRegistry
 from .utils import get_obj_by_attr, load_fixtures, load_fixtures_by_context

src/fastapi_toolsets/fixtures/enum.py

@@ -1,3 +1,5 @@
+"""Enums for fixture loading strategies and contexts."""
+
 from enum import Enum
 
 

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 +1,5 @@
-import logging
+"""Fixture loading utilities for database seeding."""
+
 from collections.abc import Callable, Sequence
 from typing import Any, TypeVar
 
@@ -6,10 +7,11 @@ 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 +31,14 @@ 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 +1,94 @@
+"""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.
+
+    Example:
+        from fastapi_toolsets.logger import configure_logging
+
+        logger = configure_logging("DEBUG")
+        logger.info("Application started")
+    """
+    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.
+
+    Example:
+        from fastapi_toolsets.logger import get_logger
+
+        logger = get_logger()          # uses caller's __name__
+        logger = get_logger("myapp")   # explicit name
+        logger = get_logger(None)      # root logger
+    """
+    if name is _SENTINEL:
+        name = sys._getframe(1).f_globals.get("__name__")
+    return logging.getLogger(name)

src/fastapi_toolsets/pytest/__init__.py

@@ -1,8 +1,19 @@
+"""Pytest helpers for FastAPI testing: sessions, clients, and fixtures."""
+
 from .plugin import register_fixtures
-from .utils import create_async_client, create_db_session
+from .utils import (
+    cleanup_tables,
+    create_async_client,
+    create_db_session,
+    create_worker_database,
+    worker_database_url,
+)
 
 __all__ = [
+    "cleanup_tables",
     "create_async_client",
     "create_db_session",
+    "create_worker_database",
     "register_fixtures",
+    "worker_database_url",
 ]

src/fastapi_toolsets/pytest/utils.py

@@ -1,11 +1,18 @@
 """Pytest helper utilities for FastAPI testing."""
 
-from collections.abc import AsyncGenerator
+import os
+from collections.abc import AsyncGenerator, Callable
 from contextlib import asynccontextmanager
 from typing import Any
 
 from httpx import ASGITransport, AsyncClient
-from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine
+from sqlalchemy import text
+from sqlalchemy.engine import make_url
+from sqlalchemy.ext.asyncio import (
+    AsyncSession,
+    async_sessionmaker,
+    create_async_engine,
+)
 from sqlalchemy.orm import DeclarativeBase
 
 from ..db import create_db_context
@@ -15,18 +22,21 @@ from ..db import create_db_context
 async def create_async_client(
     app: Any,
     base_url: str = "http://test",
+    dependency_overrides: dict[Callable[..., Any], Callable[..., Any]] | None = None,
 ) -> AsyncGenerator[AsyncClient, None]:
     """Create an async httpx client for testing FastAPI applications.
 
     Args:
         app: FastAPI application instance.
         base_url: Base URL for requests. Defaults to "http://test".
+        dependency_overrides: Optional mapping of original dependencies to
+            their test replacements. Applied via ``app.dependency_overrides``
+            before yielding and cleaned up after.
 
     Yields:
         An AsyncClient configured for the app.
 
     Example:
-        ```python
         from fastapi import FastAPI
         from fastapi_toolsets.pytest import create_async_client
 
@@ -40,11 +50,37 @@ async def create_async_client(
         async def test_endpoint(client: AsyncClient):
             response = await client.get("/health")
             assert response.status_code == 200
-        ```
+
+    Example with dependency overrides:
+        from fastapi_toolsets.pytest import create_async_client, create_db_session
+        from app.db import get_db
+
+        @pytest.fixture
+        async def db_session():
+            async with create_db_session(DATABASE_URL, Base, cleanup=True) as session:
+                yield session
+
+        @pytest.fixture
+        async def client(db_session):
+            async def override():
+                yield db_session
+
+            async with create_async_client(
+                app, dependency_overrides={get_db: override}
+            ) as c:
+                yield c
     """
+    if dependency_overrides:
+        app.dependency_overrides.update(dependency_overrides)
+
     transport = ASGITransport(app=app)
+    try:
         async with AsyncClient(transport=transport, base_url=base_url) as client:
             yield client
+    finally:
+        if dependency_overrides:
+            for key in dependency_overrides:
+                app.dependency_overrides.pop(key, None)
 
 
 @asynccontextmanager
@@ -55,6 +91,7 @@ async def create_db_session(
     echo: bool = False,
     expire_on_commit: bool = False,
     drop_tables: bool = True,
+    cleanup: bool = False,
 ) -> AsyncGenerator[AsyncSession, None]:
     """Create a database session for testing.
 
@@ -67,12 +104,13 @@ async def create_db_session(
         echo: Enable SQLAlchemy query logging. Defaults to False.
         expire_on_commit: Expire objects after commit. Defaults to False.
         drop_tables: Drop tables after test. Defaults to True.
+        cleanup: Truncate all tables after test using
+            :func:`cleanup_tables`. Defaults to False.
 
     Yields:
         An AsyncSession ready for database operations.
 
     Example:
-        ```python
         from fastapi_toolsets.pytest import create_db_session
         from app.models import Base
 
@@ -80,14 +118,15 @@ async def create_db_session(
 
         @pytest.fixture
         async def db_session():
-            async with create_db_session(DATABASE_URL, Base) as session:
+            async with create_db_session(
+                DATABASE_URL, Base, cleanup=True
+            ) as session:
                 yield session
 
         async def test_create_user(db_session: AsyncSession):
             user = User(name="test")
             db_session.add(user)
             await db_session.commit()
-        ```
     """
     engine = create_async_engine(database_url, echo=echo)
 
@@ -103,8 +142,162 @@ async def create_db_session(
         async with get_session() as session:
             yield session
 
+            if cleanup:
+                await cleanup_tables(session, base)
+
         if drop_tables:
             async with engine.begin() as conn:
                 await conn.run_sync(base.metadata.drop_all)
     finally:
         await engine.dispose()
+
+
+def _get_xdist_worker(default_test_db: str) -> str:
+    """Return the pytest-xdist worker name, or *default_test_db* when not running under xdist.
+
+    Reads the ``PYTEST_XDIST_WORKER`` environment variable that xdist sets
+    automatically in each worker process (e.g. ``"gw0"``, ``"gw1"``).
+    When xdist is not installed or not active, the variable is absent and
+    *default_test_db* is returned instead.
+
+    Args:
+        default_test_db: Fallback value returned when ``PYTEST_XDIST_WORKER``
+            is not set.
+    """
+    return os.environ.get("PYTEST_XDIST_WORKER", default_test_db)
+
+
+def worker_database_url(database_url: str, default_test_db: str) -> str:
+    """Derive a per-worker database URL for pytest-xdist parallel runs.
+
+    Appends ``_{worker_name}`` to the database name so each xdist worker
+    operates on its own database.  When not running under xdist,
+    ``_{default_test_db}`` is appended instead.
+
+    The worker name is read from the ``PYTEST_XDIST_WORKER`` environment
+    variable (set automatically by xdist in each worker process).
+
+    Args:
+        database_url: Original database connection URL.
+        default_test_db: Suffix appended to the database name when
+            ``PYTEST_XDIST_WORKER`` is not set.
+
+    Returns:
+        A database URL with a worker- or default-specific database name.
+
+    Example:
+        # With PYTEST_XDIST_WORKER="gw0":
+        url = worker_database_url(
+            "postgresql+asyncpg://user:pass@localhost/test_db",
+            default_test_db="test",
+        )
+        # "postgresql+asyncpg://user:pass@localhost/test_db_gw0"
+
+        # Without PYTEST_XDIST_WORKER:
+        url = worker_database_url(
+            "postgresql+asyncpg://user:pass@localhost/test_db",
+            default_test_db="test",
+        )
+        # "postgresql+asyncpg://user:pass@localhost/test_db_test"
+    """
+    worker = _get_xdist_worker(default_test_db=default_test_db)
+
+    url = make_url(database_url)
+    url = url.set(database=f"{url.database}_{worker}")
+    return url.render_as_string(hide_password=False)
+
+
+@asynccontextmanager
+async def create_worker_database(
+    database_url: str,
+    default_test_db: str = "test_db",
+) -> AsyncGenerator[str, None]:
+    """Create and drop a per-worker database for pytest-xdist isolation.
+
+    Intended for use as a **session-scoped** fixture.  Connects to the server
+    using the original *database_url* (with ``AUTOCOMMIT`` isolation for DDL),
+    creates a dedicated database for the worker, and yields the worker-specific
+    URL.  On cleanup the worker database is dropped.
+
+    When running under xdist the database name is suffixed with the worker
+    name (e.g. ``_gw0``).  Otherwise it is suffixed with *default_test_db*.
+
+    Args:
+        database_url: Original database connection URL.
+        default_test_db: Suffix appended to the database name when
+            ``PYTEST_XDIST_WORKER`` is not set. Defaults to ``"test_db"``.
+
+    Yields:
+        The worker-specific database URL.
+
+    Example:
+        from fastapi_toolsets.pytest import (
+            create_worker_database, create_db_session,
+        )
+
+        DATABASE_URL = "postgresql+asyncpg://postgres:postgres@localhost/test_db"
+
+        @pytest.fixture(scope="session")
+        async def worker_db_url():
+            async with create_worker_database(DATABASE_URL) as url:
+                yield url
+
+        @pytest.fixture
+        async def db_session(worker_db_url):
+            async with create_db_session(
+                worker_db_url, Base, cleanup=True
+            ) as session:
+                yield session
+    """
+    worker_url = worker_database_url(
+        database_url=database_url, default_test_db=default_test_db
+    )
+    worker_db_name = make_url(worker_url).database
+
+    engine = create_async_engine(
+        database_url,
+        isolation_level="AUTOCOMMIT",
+    )
+    try:
+        async with engine.connect() as conn:
+            await conn.execute(text(f"DROP DATABASE IF EXISTS {worker_db_name}"))
+            await conn.execute(text(f"CREATE DATABASE {worker_db_name}"))
+
+        yield worker_url
+
+        async with engine.connect() as conn:
+            await conn.execute(text(f"DROP DATABASE IF EXISTS {worker_db_name}"))
+    finally:
+        await engine.dispose()
+
+
+async def cleanup_tables(
+    session: AsyncSession,
+    base: type[DeclarativeBase],
+) -> None:
+    """Truncate all tables for fast between-test cleanup.
+
+    Executes a single ``TRUNCATE … RESTART IDENTITY CASCADE`` statement
+    across every table in *base*'s metadata, which is significantly faster
+    than dropping and re-creating tables between tests.
+
+    This is a no-op when the metadata contains no tables.
+
+    Args:
+        session: An active async database session.
+        base: SQLAlchemy DeclarativeBase class containing model metadata.
+
+    Example:
+        @pytest.fixture
+        async def db_session(worker_db_url):
+            async with create_db_session(worker_db_url, Base) as session:
+                yield session
+                await cleanup_tables(session, Base)
+    """
+    tables = base.metadata.sorted_tables
+    if not tables:
+        return
+
+    table_names = ", ".join(f'"{t.name}"' for t in tables)
+    await session.execute(text(f"TRUNCATE {table_names} RESTART IDENTITY CASCADE"))
+    await session.commit()

src/fastapi_toolsets/schemas.py

@@ -1,7 +1,7 @@
 """Base Pydantic schemas for API responses."""
 
 from enum import Enum
-from typing import ClassVar, Generic, TypeVar
+from typing import Any, ClassVar, Generic, TypeVar
 
 from pydantic import BaseModel, ConfigDict
 
@@ -10,6 +10,7 @@ __all__ = [
     "ErrorResponse",
     "Pagination",
     "PaginatedResponse",
+    "PydanticBase",
     "Response",
     "ResponseStatus",
 ]
@@ -49,6 +50,7 @@ class ApiError(PydanticBase):
     msg: str
     desc: str
     err_code: str
+    data: Any | None = None
 
 
 class BaseResponse(PydanticBase):
@@ -83,7 +85,7 @@ class ErrorResponse(BaseResponse):
 
     status: ResponseStatus = ResponseStatus.FAIL
     description: str | None = None
-    data: None = None
+    data: Any | None = None
 
 
 class Pagination(PydanticBase):

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_db.py

@@ -1,5 +1,8 @@
 """Tests for fastapi_toolsets.db module."""
 
+import asyncio
+import uuid
+
 import pytest
 from sqlalchemy.ext.asyncio import AsyncSession, async_sessionmaker, create_async_engine
 
@@ -9,6 +12,7 @@ from fastapi_toolsets.db import (
     create_db_dependency,
     get_transaction,
     lock_tables,
+    wait_for_row_change,
 )
 
 from .conftest import DATABASE_URL, Base, Role, RoleCrud, User
@@ -241,3 +245,101 @@ class TestLockTables:
 
         result = await RoleCrud.first(db_session, [Role.name == "lock_rollback_role"])
         assert result is None
+
+
+class TestWaitForRowChange:
+    """Tests for wait_for_row_change polling function."""
+
+    @pytest.mark.anyio
+    async def test_detects_update(self, db_session: AsyncSession, engine):
+        """Returns updated instance when a column value changes."""
+        role = Role(name="watch_role")
+        db_session.add(role)
+        await db_session.commit()
+
+        async def update_later():
+            await asyncio.sleep(0.15)
+            factory = async_sessionmaker(engine, expire_on_commit=False)
+            async with factory() as other:
+                r = await other.get(Role, role.id)
+                assert r is not None
+                r.name = "updated_role"
+                await other.commit()
+
+        update_task = asyncio.create_task(update_later())
+        result = await wait_for_row_change(db_session, Role, role.id, interval=0.05)
+        await update_task
+
+        assert result.name == "updated_role"
+
+    @pytest.mark.anyio
+    async def test_watches_specific_columns(self, db_session: AsyncSession, engine):
+        """Only triggers on changes to specified columns."""
+        user = User(username="testuser", email="test@example.com")
+        db_session.add(user)
+        await db_session.commit()
+
+        async def update_later():
+            factory = async_sessionmaker(engine, expire_on_commit=False)
+            # First: change email (not watched) — should not trigger
+            await asyncio.sleep(0.15)
+            async with factory() as other:
+                u = await other.get(User, user.id)
+                assert u is not None
+                u.email = "new@example.com"
+                await other.commit()
+            # Second: change username (watched) — should trigger
+            await asyncio.sleep(0.15)
+            async with factory() as other:
+                u = await other.get(User, user.id)
+                assert u is not None
+                u.username = "newuser"
+                await other.commit()
+
+        update_task = asyncio.create_task(update_later())
+        result = await wait_for_row_change(
+            db_session, User, user.id, columns=["username"], interval=0.05
+        )
+        await update_task
+
+        assert result.username == "newuser"
+        assert result.email == "new@example.com"
+
+    @pytest.mark.anyio
+    async def test_nonexistent_row_raises(self, db_session: AsyncSession):
+        """Raises LookupError when the row does not exist."""
+        fake_id = uuid.uuid4()
+        with pytest.raises(LookupError, match="not found"):
+            await wait_for_row_change(db_session, Role, fake_id, interval=0.05)
+
+    @pytest.mark.anyio
+    async def test_timeout_raises(self, db_session: AsyncSession):
+        """Raises TimeoutError when no change is detected within timeout."""
+        role = Role(name="timeout_role")
+        db_session.add(role)
+        await db_session.commit()
+
+        with pytest.raises(TimeoutError):
+            await wait_for_row_change(
+                db_session, Role, role.id, interval=0.05, timeout=0.2
+            )
+
+    @pytest.mark.anyio
+    async def test_deleted_row_raises(self, db_session: AsyncSession, engine):
+        """Raises LookupError when the row is deleted during polling."""
+        role = Role(name="delete_role")
+        db_session.add(role)
+        await db_session.commit()
+
+        async def delete_later():
+            await asyncio.sleep(0.15)
+            factory = async_sessionmaker(engine, expire_on_commit=False)
+            async with factory() as other:
+                r = await other.get(Role, role.id)
+                await other.delete(r)
+                await other.commit()
+
+        delete_task = asyncio.create_task(delete_later())
+        with pytest.raises(LookupError):
+            await wait_for_row_change(db_session, Role, role.id, interval=0.05)
+        await delete_task

tests/test_exceptions.py

@@ -108,6 +108,24 @@ class TestGenerateErrorResponses:
         assert example["status"] == "FAIL"
         assert example["error_code"] == "RES-404"
         assert example["message"] == "Not Found"
+        assert example["data"] is None
+
+    def test_response_example_with_data(self):
+        """Generated response includes data when set on ApiError."""
+
+        class ErrorWithData(ApiException):
+            api_error = ApiError(
+                code=400,
+                msg="Bad Request",
+                desc="Invalid input.",
+                err_code="BAD-400",
+                data={"details": "some context"},
+            )
+
+        responses = generate_error_responses(ErrorWithData)
+        example = responses[400]["content"]["application/json"]["example"]
+
+        assert example["data"] == {"details": "some context"}
 
 
 class TestInitExceptionsHandlers:
@@ -137,6 +155,59 @@ class TestInitExceptionsHandlers:
         assert data["error_code"] == "RES-404"
         assert data["message"] == "Not Found"
 
+    def test_handles_api_exception_without_data(self):
+        """ApiException without data returns null data field."""
+        app = FastAPI()
+        init_exceptions_handlers(app)
+
+        @app.get("/error")
+        async def raise_error():
+            raise NotFoundError()
+
+        client = TestClient(app)
+        response = client.get("/error")
+
+        assert response.status_code == 404
+        assert response.json()["data"] is None
+
+    def test_handles_api_exception_with_data(self):
+        """ApiException with data returns the data payload."""
+        app = FastAPI()
+        init_exceptions_handlers(app)
+
+        class CustomValidationError(ApiException):
+            api_error = ApiError(
+                code=422,
+                msg="Validation Error",
+                desc="1 validation error(s) detected",
+                err_code="CUSTOM-422",
+                data={
+                    "errors": [
+                        {
+                            "field": "email",
+                            "message": "invalid format",
+                            "type": "value_error",
+                        }
+                    ]
+                },
+            )
+
+        @app.get("/error")
+        async def raise_error():
+            raise CustomValidationError()
+
+        client = TestClient(app)
+        response = client.get("/error")
+
+        assert response.status_code == 422
+        data = response.json()
+        assert data["data"] == {
+            "errors": [
+                {"field": "email", "message": "invalid format", "type": "value_error"}
+            ]
+        }
+        assert data["error_code"] == "CUSTOM-422"
+
     def test_handles_validation_error(self):
         """Handles validation errors with structured response."""
         from pydantic import BaseModel

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

tests/test_pytest.py

@@ -3,18 +3,23 @@
 import uuid
 
 import pytest
-from fastapi import FastAPI
+from fastapi import Depends, FastAPI
 from httpx import AsyncClient
-from sqlalchemy import select
-from sqlalchemy.ext.asyncio import AsyncSession
-from sqlalchemy.orm import selectinload
+from sqlalchemy import select, text
+from sqlalchemy.engine import make_url
+from sqlalchemy.ext.asyncio import AsyncSession, create_async_engine
+from sqlalchemy.orm import DeclarativeBase, selectinload
 
 from fastapi_toolsets.fixtures import Context, FixtureRegistry
 from fastapi_toolsets.pytest import (
+    cleanup_tables,
     create_async_client,
     create_db_session,
+    create_worker_database,
     register_fixtures,
+    worker_database_url,
 )
+from fastapi_toolsets.pytest.utils import _get_xdist_worker
 
 from .conftest import DATABASE_URL, Base, Role, RoleCrud, User, UserCrud
 
@@ -231,6 +236,30 @@ class TestCreateAsyncClient:
 
         assert client_ref.is_closed
 
+    @pytest.mark.anyio
+    async def test_dependency_overrides_applied_and_cleaned(self):
+        """Dependency overrides are applied during the context and removed after."""
+        app = FastAPI()
+
+        async def original_dep() -> str:
+            return "original"
+
+        async def override_dep() -> str:
+            return "overridden"
+
+        @app.get("/dep")
+        async def dep_endpoint(value: str = Depends(original_dep)):
+            return {"value": value}
+
+        async with create_async_client(
+            app, dependency_overrides={original_dep: override_dep}
+        ) as client:
+            response = await client.get("/dep")
+            assert response.json() == {"value": "overridden"}
+
+        # Overrides should be cleaned up
+        assert original_dep not in app.dependency_overrides
+
 
 class TestCreateDbSession:
     """Tests for create_db_session helper."""
@@ -291,3 +320,216 @@ class TestCreateDbSession:
         # Cleanup: drop tables manually
         async with create_db_session(DATABASE_URL, Base, drop_tables=True) as _:
             pass
+
+    @pytest.mark.anyio
+    async def test_cleanup_truncates_tables(self):
+        """Tables are truncated after session closes when cleanup=True."""
+        role_id = uuid.uuid4()
+        async with create_db_session(
+            DATABASE_URL, Base, cleanup=True, drop_tables=False
+        ) as session:
+            role = Role(id=role_id, name="will_be_cleaned")
+            session.add(role)
+            await session.commit()
+
+        # Data should have been truncated, but tables still exist
+        async with create_db_session(DATABASE_URL, Base, drop_tables=True) as session:
+            result = await session.execute(select(Role))
+            assert result.all() == []
+
+
+class TestGetXdistWorker:
+    """Tests for _get_xdist_worker helper."""
+
+    def test_returns_default_test_db_without_env_var(
+        self, monkeypatch: pytest.MonkeyPatch
+    ):
+        """Returns default_test_db when PYTEST_XDIST_WORKER is not set."""
+        monkeypatch.delenv("PYTEST_XDIST_WORKER", raising=False)
+        assert _get_xdist_worker("my_default") == "my_default"
+
+    def test_returns_worker_name(self, monkeypatch: pytest.MonkeyPatch):
+        """Returns the worker name from the environment variable."""
+        monkeypatch.setenv("PYTEST_XDIST_WORKER", "gw0")
+        assert _get_xdist_worker("ignored") == "gw0"
+
+
+class TestWorkerDatabaseUrl:
+    """Tests for worker_database_url helper."""
+
+    def test_appends_default_test_db_without_xdist(
+        self, monkeypatch: pytest.MonkeyPatch
+    ):
+        """default_test_db is appended when not running under xdist."""
+        monkeypatch.delenv("PYTEST_XDIST_WORKER", raising=False)
+        url = "postgresql+asyncpg://user:pass@localhost:5432/mydb"
+        result = worker_database_url(url, default_test_db="fallback")
+        assert make_url(result).database == "mydb_fallback"
+
+    def test_appends_worker_id_to_database_name(self, monkeypatch: pytest.MonkeyPatch):
+        """Worker name is appended to the database name."""
+        monkeypatch.setenv("PYTEST_XDIST_WORKER", "gw0")
+        url = "postgresql+asyncpg://user:pass@localhost:5432/db"
+        result = worker_database_url(url, default_test_db="unused")
+        assert make_url(result).database == "db_gw0"
+
+    def test_preserves_url_components(self, monkeypatch: pytest.MonkeyPatch):
+        """Host, port, username, password, and driver are preserved."""
+        monkeypatch.setenv("PYTEST_XDIST_WORKER", "gw2")
+        url = "postgresql+asyncpg://myuser:secret@dbhost:6543/testdb"
+        result = make_url(worker_database_url(url, default_test_db="unused"))
+
+        assert result.drivername == "postgresql+asyncpg"
+        assert result.username == "myuser"
+        assert result.password == "secret"
+        assert result.host == "dbhost"
+        assert result.port == 6543
+        assert result.database == "testdb_gw2"
+
+
+class TestCreateWorkerDatabase:
+    """Tests for create_worker_database context manager."""
+
+    @pytest.mark.anyio
+    async def test_creates_default_db_without_xdist(
+        self, monkeypatch: pytest.MonkeyPatch
+    ):
+        """Without xdist, creates a database suffixed with default_test_db."""
+        monkeypatch.delenv("PYTEST_XDIST_WORKER", raising=False)
+        default_test_db = "no_xdist_default"
+        expected_db = make_url(
+            worker_database_url(DATABASE_URL, default_test_db=default_test_db)
+        ).database
+
+        async with create_worker_database(
+            DATABASE_URL, default_test_db=default_test_db
+        ) as url:
+            assert make_url(url).database == expected_db
+
+            # Verify the database exists while inside the context
+            engine = create_async_engine(DATABASE_URL, isolation_level="AUTOCOMMIT")
+            async with engine.connect() as conn:
+                result = await conn.execute(
+                    text("SELECT 1 FROM pg_database WHERE datname = :name"),
+                    {"name": expected_db},
+                )
+                assert result.scalar() == 1
+            await engine.dispose()
+
+        # After context exit the database should be dropped
+        engine = create_async_engine(DATABASE_URL, isolation_level="AUTOCOMMIT")
+        async with engine.connect() as conn:
+            result = await conn.execute(
+                text("SELECT 1 FROM pg_database WHERE datname = :name"),
+                {"name": expected_db},
+            )
+            assert result.scalar() is None
+        await engine.dispose()
+
+    @pytest.mark.anyio
+    async def test_creates_and_drops_worker_database(
+        self, monkeypatch: pytest.MonkeyPatch
+    ):
+        """Worker database exists inside the context and is dropped after."""
+        monkeypatch.setenv("PYTEST_XDIST_WORKER", "gw_test_create")
+        expected_db = make_url(
+            worker_database_url(DATABASE_URL, default_test_db="unused")
+        ).database
+
+        async with create_worker_database(DATABASE_URL) as url:
+            assert make_url(url).database == expected_db
+
+            # Verify the database exists while inside the context
+            engine = create_async_engine(DATABASE_URL, isolation_level="AUTOCOMMIT")
+            async with engine.connect() as conn:
+                result = await conn.execute(
+                    text("SELECT 1 FROM pg_database WHERE datname = :name"),
+                    {"name": expected_db},
+                )
+                assert result.scalar() == 1
+            await engine.dispose()
+
+        # After context exit the database should be dropped
+        engine = create_async_engine(DATABASE_URL, isolation_level="AUTOCOMMIT")
+        async with engine.connect() as conn:
+            result = await conn.execute(
+                text("SELECT 1 FROM pg_database WHERE datname = :name"),
+                {"name": expected_db},
+            )
+            assert result.scalar() is None
+        await engine.dispose()
+
+    @pytest.mark.anyio
+    async def test_cleans_up_stale_database(self, monkeypatch: pytest.MonkeyPatch):
+        """A pre-existing worker database is dropped and recreated."""
+        monkeypatch.setenv("PYTEST_XDIST_WORKER", "gw_test_stale")
+        expected_db = make_url(
+            worker_database_url(DATABASE_URL, default_test_db="unused")
+        ).database
+
+        # Pre-create the database to simulate a stale leftover
+        engine = create_async_engine(DATABASE_URL, isolation_level="AUTOCOMMIT")
+        async with engine.connect() as conn:
+            await conn.execute(text(f"DROP DATABASE IF EXISTS {expected_db}"))
+            await conn.execute(text(f"CREATE DATABASE {expected_db}"))
+        await engine.dispose()
+
+        # Should succeed despite the database already existing
+        async with create_worker_database(DATABASE_URL) as url:
+            assert make_url(url).database == expected_db
+
+        # Verify cleanup after context exit
+        engine = create_async_engine(DATABASE_URL, isolation_level="AUTOCOMMIT")
+        async with engine.connect() as conn:
+            result = await conn.execute(
+                text("SELECT 1 FROM pg_database WHERE datname = :name"),
+                {"name": expected_db},
+            )
+            assert result.scalar() is None
+        await engine.dispose()
+
+
+class TestCleanupTables:
+    """Tests for cleanup_tables helper."""
+
+    @pytest.mark.anyio
+    async def test_truncates_all_tables(self):
+        """All table rows are removed after cleanup_tables."""
+        async with create_db_session(DATABASE_URL, Base, drop_tables=True) as session:
+            role = Role(id=uuid.uuid4(), name="cleanup_role")
+            session.add(role)
+            await session.flush()
+
+            user = User(
+                id=uuid.uuid4(),
+                username="cleanup_user",
+                email="cleanup@test.com",
+                role_id=role.id,
+            )
+            session.add(user)
+            await session.commit()
+
+            # Verify rows exist
+            roles_count = await RoleCrud.count(session)
+            users_count = await UserCrud.count(session)
+            assert roles_count == 1
+            assert users_count == 1
+
+            await cleanup_tables(session, Base)
+
+            # Verify tables are empty
+            roles_count = await RoleCrud.count(session)
+            users_count = await UserCrud.count(session)
+            assert roles_count == 0
+            assert users_count == 0
+
+    @pytest.mark.anyio
+    async def test_noop_for_empty_metadata(self):
+        """cleanup_tables does not raise when metadata has no tables."""
+
+        class EmptyBase(DeclarativeBase):
+            pass
+
+        async with create_db_session(DATABASE_URL, Base, drop_tables=True) as session:
+            # Should not raise
+            await cleanup_tables(session, EmptyBase)

tests/test_schemas.py

@@ -46,6 +46,31 @@ class TestApiError:
         assert error.desc == "The resource was not found."
         assert error.err_code == "RES-404"
 
+    def test_data_defaults_to_none(self):
+        """ApiError data field defaults to None."""
+        error = ApiError(
+            code=404,
+            msg="Not Found",
+            desc="The resource was not found.",
+            err_code="RES-404",
+        )
+        assert error.data is None
+
+    def test_create_with_data(self):
+        """ApiError can be created with a data payload."""
+        error = ApiError(
+            code=422,
+            msg="Validation Error",
+            desc="2 validation error(s) detected",
+            err_code="VAL-422",
+            data={
+                "errors": [{"field": "name", "message": "required", "type": "missing"}]
+            },
+        )
+        assert error.data == {
+            "errors": [{"field": "name", "message": "required", "type": "missing"}]
+        }
+
     def test_requires_all_fields(self):
         """ApiError requires all fields."""
         with pytest.raises(ValidationError):

uv.lock

@@ -113,89 +113,101 @@ wheels = [
 
 [[package]]
 name = "coverage"
-version = "7.13.3"
+version = "7.13.4"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/11/43/3e4ac666cc35f231fa70c94e9f38459299de1a152813f9d2f60fc5f3ecaf/coverage-7.13.3.tar.gz", hash = "sha256:f7f6182d3dfb8802c1747eacbfe611b669455b69b7c037484bb1efbbb56711ac", size = 826832, upload-time = "2026-02-03T14:02:30.944Z" }
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 source = { editable = "." }
 dependencies = [
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     { name = "pytest-anyio" },
     { name = "pytest-cov" },
+    { name = "pytest-xdist" },
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     { name = "pytest-anyio" },
     { name = "pytest-cov" },
+    { name = "pytest-xdist" },
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