Initial release: async repository layer over SQLModel

2026-08-13 22:25:59 +03:00
commit 3d85c2b5dd
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--- a/.gitignore
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--- a/AGENTS.md
+++ b/AGENTS.md
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+# MetaORM
+
+Async repository layer over SQLModel. Provides a simple pattern for database access with optional DTO mapping, automatic transaction management via contextvars, and built-in filter/pagination/sort support via `pydantic-filters`.
+
+## Project Structure
+
+```
+metaorm/
+    __init__.py          # Public API exports
+    repositories.py      # BaseRepository
+    tables.py            # BaseTable
+    container.py         # RepositoriesContainer (session/transaction manager)
+    settings.py          # DatabaseSettings (Pydantic model)
+    exceptions.py        # Domain exceptions
+examples/                # Usage examples
+    basic_usage.py       # Simple CRUD with tables directly
+    dto_usage.py         # DTO mapping via get_dto_type()
+    transactions.py      # Explicit transaction management
+    filter_usage.py      # Query filters, pagination and sorting
+    relationships.py     # Eager loading with joinedload/selectinload
+    container_usage.py   # Multi-repository atomic transactions
+tests/                   # Pytest suite
+    conftest.py          # Fixtures
+    models.py            # Test models (User, UserTable, UserRepository)
+    test_*.py            # Unit tests
+```
+
+## Core Concepts
+
+### BaseTable
+
+`BaseTable[ItemType]` is a generic `SQLModel` subclass that acts as the database table. It requires implementing `from_item` and `to_item` for DTO mapping, and provides `to_values()` for insert/update operations.
+
+```python
+class UserTable(BaseTable[User], table=True):
+    __tablename__ = "users"
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+
+    @classmethod
+    def from_item(cls, item: User) -> "UserTable":
+        return cls(id=item.id, name=item.name)
+
+    def to_item(self) -> User:
+        return User(id=self.id, name=self.name)
+```
+
+If `ItemType` is not specified (e.g. `BaseTable` without generic arg), `from_item`/`to_item` remain as `NotImplementedError` and the table works directly without DTO conversion.
+
+### BaseRepository
+
+`BaseRepository` is **not** a Generic class. Type behavior is controlled by overriding methods:
+
+```python
+class UserRepository(BaseRepository):
+    def get_db_table(self) -> type[UserTable]:
+        return UserTable
+
+    def get_dto_type(self) -> type[User] | None:
+        return User  # Methods return User instances
+```
+
+If `get_dto_type()` returns `None` (default), repository methods return table instances directly (no DTO conversion). This is the simplest mode when you don't need a separate DTO layer.
+
+If `get_filter_type()` returns a `BaseFilter` subclass, type hints on `filter_` parameters reflect that type. Note: `pydantic-filters` from GitHub is required for filter support (PyPI version is broken with pydantic v2).
+
+#### Eager loading (options)
+
+`get_items()` and `update_items()` accept an optional `options` parameter for SQLAlchemy eager loading strategies such as `joinedload` or `selectinload`:
+
+```python
+from sqlalchemy.orm import joinedload
+
+books = [
+    item
+    async for item in book_repository.get_items(
+        options=[joinedload(BookTable.author)],
+    )
+]
+```
+
+#### Constructor
+
+```python
+# Simple: create container internally
+repo = UserRepository(settings=DatabaseSettings(dsn="sqlite+aiosqlite:///:memory:"))
+
+# Advanced: reuse container for shared transactions
+container = RepositoriesContainer(settings=settings)
+repo = UserRepository(container=container)
+```
+
+### RepositoriesContainer
+
+Manages the async SQLAlchemy engine and sessions via `contextvars`. Used directly only when you need **atomic transactions across multiple repositories**.
+
+```python
+container = RepositoriesContainer(settings=settings)
+user_repo = container.get_repository(UserRepository)
+order_repo = container.get_repository(OrderRepository)
+
+async with container.transaction():
+    user = await user_repo.create_item(User(name="Alice"))
+    await order_repo.create_item(Order(user_id=user.id, total=100))
+```
+
+`container.transaction()` creates an `AsyncSession`, stores it in a context var, and all repository operations within the `async with` block automatically use that session. Nested `container.transaction()` calls yield the same session.
+
+### Session Management
+
+- Each repository method (`get_items`, `create_item`, etc.) wraps its operation in a transaction via `self.transaction()`.
+- `self.transaction()` reuses an existing session from the context if one exists, otherwise creates a new one.
+- Accessing `repository.session` outside a transaction raises `HaveNoSessionError`.
+
+## Development
+
+### Environment
+
+The project uses `uv` for dependency management and a local `.venv`:
+
+```bash
+# Sync dependencies
+uv sync
+
+# Run tests
+.venv/bin/python -m pytest tests/ -v
+
+# Run with coverage
+.venv/bin/python -m pytest tests/ --cov=metaorm
+
+# Run specific example
+PYTHONPATH=. .venv/bin/python examples/basic_usage.py
+```
+
+### Test Conventions
+
+- Tests live in `tests/` and mirror the package structure.
+- All async tests use `pytest-asyncio` with `asyncio_mode = "auto"`.
+- Fixtures are in `conftest.py` at the test package root.
+- Use `parametrize` for data-driven tests.
+- Do not use `monkeypatch`; prefer dependency injection with constructor arguments.
+- Do not test protected methods or internal implementation details.
+
+### Code Style
+
+- PEP 8, enforced by `ruff`.
+- Import grouping: stdlib, third-party, project-local (each block alphabetically sorted).
+- `__init__.py` files explicitly declare `__all__` as a tuple with comment headers.
+- No wildcard imports.
+- No `from __future__ import annotations`.
+- No `if TYPE_CHECKING:` blocks.
+- Full variable names (no abbreviations like `idx`, `cfg`, `msg`).
+
+## Publishing
+
+`pyproject.toml` includes `[build-system]` and `[project.urls]` for PyPI. To publish via `uv`:
+
+```bash
+uv build
+uv publish
+```
+
+For TestPyPI:
+
+```bash
+uv publish --index testpypi
+```
+
+## Key Dependencies
+
+- `sqlmodel>=0.0.22` — SQLAlchemy + Pydantic ORM layer
+- `pydantic-filters` (GitHub) — Query filter, pagination, sort models
+- `sqlalchemy>=2.0` — Async engine/session
+
+Dev dependencies: `pytest`, `pytest-asyncio`, `pytest-cov`, `ruff`, `aiosqlite`.
+
+## Exceptions Hierarchy
+
+```
+DatabaseException
+├── NotFoundError
+├── HaveNoSessionError
+└── AlreadyExistsError
+```
+
+All repository methods raise `DatabaseException` subclasses or SQLAlchemy errors.
--- a/README.md
+++ b/README.md
@@ -0,0 +1,199 @@
+# MetaORM
+
+Async repository layer over [SQLModel](https://sqlmodel.tiangolo.com). Provides a minimal, explicit pattern for database access with optional DTO mapping, automatic transaction management via `contextvars`, and built-in filter / pagination / sort support via `pydantic-filters`.
+
+## Install
+
+```bash
+pip install "git+https://github.com/OlegYurchik/metaorm.git"
+```
+
+Requires Python `>=3.12`.
+
+> **Note:** The package is installed directly from GitHub because `metaorm` depends on a patched version of `pydantic-filters` (from `so-saf/pydantic-filters`) that is not yet available on PyPI.
+
+## Quick start
+
+The simplest mode works with SQLModel tables directly — no DTOs, no generics, no magic:
+
+```python
+from sqlmodel import Field
+from metaorm import BaseRepository, BaseTable, DatabaseSettings
+
+
+class UserTable(BaseTable, table=True):
+    __tablename__ = "users"
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+    email: str = Field(unique=True)
+
+
+class UserRepository(BaseRepository):
+    def get_db_table(self) -> type[UserTable]:
+        return UserTable
+
+
+async def main():
+    repo = UserRepository(
+        settings=DatabaseSettings(dsn="sqlite+aiosqlite:///:memory:"),
+    )
+    await repo.create_tables()
+
+    user = await repo.create_item(
+        UserTable(name="Alice", email="alice@example.com"),
+    )
+    print(user.id, user.name)
+
+    all_users = [u async for u in repo.get_items()]
+    print(len(all_users))
+```
+
+## DTO mapping
+
+When you want repository methods to return separate Pydantic models instead of table instances, override `get_dto_type()` and implement `from_item` / `to_item` on the table:
+
+```python
+from pydantic import BaseModel
+from sqlmodel import Field
+from metaorm import BaseRepository, BaseTable, DatabaseSettings
+
+
+class User(BaseModel):
+    id: int | None = None
+    name: str
+
+
+class UserTable(BaseTable[User], table=True):
+    __tablename__ = "users"
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+
+    @classmethod
+    def from_item(cls, item: User) -> "UserTable":
+        return cls(id=item.id, name=item.name)
+
+    def to_item(self) -> User:
+        return User(id=self.id, name=self.name)
+
+
+class UserRepository(BaseRepository):
+    def get_db_table(self) -> type[UserTable]:
+        return UserTable
+
+    def get_dto_type(self) -> type[User]:
+        return User
+
+
+async def main():
+    repo = UserRepository(
+        settings=DatabaseSettings(dsn="sqlite+aiosqlite:///:memory:"),
+    )
+    await repo.create_tables()
+
+    user = await repo.create_item(User(name="Alice"))
+    # user is a User DTO, not UserTable
+    print(user.model_dump())
+```
+
+## Filters, pagination and sorting
+
+`pydantic-filters` provides `BaseFilter`, `BasePagination` and `BaseSort`. Pass them to `get_items`:
+
+```python
+from pydantic_filters import BaseFilter, BaseSort, OffsetPagination
+
+class BookFilter(BaseFilter):
+    title: str | None = None
+    year: int | None = None
+
+
+class BookRepository(BaseRepository):
+    def get_db_table(self) -> type[BookTable]:
+        return BookTable
+
+    def get_filter_type(self) -> type[BookFilter]:
+        return BookFilter
+
+
+# Exact match filter
+filtered = [
+    item
+    async for item in repo.get_items(filter_=BookFilter(year=2025))
+]
+
+# Pagination
+page = [
+    item
+    async for item in repo.get_items(
+        pagination=OffsetPagination(offset=10, limit=20),
+    )
+]
+
+# Sorting
+sorted_items = [
+    item
+    async for item in repo.get_items(
+        sort=BaseSort(sort_by="year", sort_by_order="desc"),
+    )
+]
+```
+
+## Explicit transactions
+
+Each repository method already runs inside a transaction automatically. If you need an explicit scope (e.g. to read `repository.session`), use `repository.transaction()`:
+
+```python
+async with repo.transaction():
+    user = await repo.create_item(UserTable(name="Alice"))
+    # nested transaction reuses the same session
+    async with repo.transaction():
+        items = [item async for item in repo.get_items()]
+```
+
+## Atomic transactions across multiple repositories
+
+Use `RepositoriesContainer` when you need a single atomic transaction spanning multiple repositories:
+
+```python
+from metaorm import RepositoriesContainer
+
+container = RepositoriesContainer(settings=settings)
+user_repo = container.get_repository(UserRepository)
+order_repo = container.get_repository(OrderRepository)
+
+async with container.transaction():
+    user = await user_repo.create_item(UserTable(name="Alice"))
+    await order_repo.create_item(OrderTable(user_id=user.id, total=100))
+```
+
+`container.transaction()` stores the session in a `contextvars.ContextVar`. All repository operations within the `async with` block automatically reuse that session. Nested `container.transaction()` calls yield the same session.
+
+## Eager loading
+
+`get_items()` and `update_items()` accept an optional `options` parameter for SQLAlchemy eager loading strategies:
+
+```python
+from sqlalchemy.orm import joinedload
+
+books = [
+    item
+    async for item in book_repo.get_items(
+        options=[joinedload(BookTable.author)],
+    )
+]
+```
+
+## Exceptions
+
+```
+DatabaseException
+├── NotFoundError
+├── HaveNoSessionError
+└── AlreadyExistsError
+```
+
+All repository methods raise `DatabaseException` subclasses or SQLAlchemy errors.
+
+## License
+
+MIT
--- a/examples/init.py
+++ b/examples/init.py
--- a/examples/basic_usage.py
+++ b/examples/basic_usage.py
@@ -0,0 +1,52 @@
+import asyncio
+
+from sqlmodel import Field
+
+from metaorm import BaseRepository, BaseTable, DatabaseSettings
+
+
+class UserTable(BaseTable, table=True):
+    __tablename__ = "users"
+
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+    email: str = Field(unique=True)
+
+
+class UserRepository(BaseRepository):
+    def get_db_table(self) -> type[UserTable]:
+        return UserTable
+
+
+async def main() -> None:
+    settings = DatabaseSettings(dsn="sqlite+aiosqlite:///:memory:")
+    repository = UserRepository(settings=settings)
+
+    await repository.create_tables()
+
+    # Create
+    user = await repository.create_item(
+        UserTable(name="Alice", email="alice@example.com"),
+    )
+    print(f"Created: {user.name}, {user.email}")
+
+    # Read all
+    items = [item async for item in repository.get_items()]
+    print(f"All items: {[(item.name, item.email) for item in items]}")
+
+    # Count
+    count = await repository.get_items_count()
+    print(f"Count: {count}")
+
+    # Update
+    updated = [item async for item in repository.update_items(name="Updated")]
+    print(f"Updated: {[(item.name, item.email) for item in updated]}")
+
+    # Delete
+    await repository.delete_items()
+    count = await repository.get_items_count()
+    print(f"Count after delete: {count}")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
--- a/examples/container_usage.py
+++ b/examples/container_usage.py
@@ -0,0 +1,59 @@
+import asyncio
+
+from sqlmodel import Field
+
+from metaorm import BaseRepository, BaseTable, DatabaseSettings, RepositoriesContainer
+
+
+class UserTable(BaseTable, table=True):
+    __tablename__ = "users"
+
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+
+
+class OrderTable(BaseTable, table=True):
+    __tablename__ = "orders"
+
+    id: int | None = Field(default=None, primary_key=True)
+    user_id: int
+    total: float
+
+
+class UserRepository(BaseRepository):
+    def get_db_table(self) -> type[UserTable]:
+        return UserTable
+
+
+class OrderRepository(BaseRepository):
+    def get_db_table(self) -> type[OrderTable]:
+        return OrderTable
+
+
+async def main() -> None:
+    settings = DatabaseSettings(dsn="sqlite+aiosqlite:///:memory:")
+    container = RepositoriesContainer(settings=settings)
+
+    user_repo = container.get_repository(UserRepository)
+    order_repo = container.get_repository(OrderRepository)
+
+    await user_repo.create_tables()
+    await order_repo.create_tables()
+
+    # Atomic transaction across two repositories
+    async with container.transaction():
+        user = await user_repo.create_item(UserTable(name="Alice"))
+        await order_repo.create_item(OrderTable(user_id=user.id, total=100.00))
+        await order_repo.create_item(OrderTable(user_id=user.id, total=250.50))
+
+    # Verify results
+    users = [item async for item in user_repo.get_items()]
+    orders = [item async for item in order_repo.get_items()]
+
+    print(f"Users: {[user.name for user in users]}")
+    print(f"Orders: {[(order.user_id, order.total) for order in orders]}")
+    print(f"Orders count: {len(orders)}")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
--- a/examples/dto_usage.py
+++ b/examples/dto_usage.py
@@ -0,0 +1,56 @@
+import asyncio
+
+from pydantic import BaseModel
+from sqlmodel import Field
+
+from metaorm import BaseRepository, BaseTable, DatabaseSettings
+
+
+class User(BaseModel):
+    id: int | None = None
+    name: str
+    email: str
+
+
+class UserTable(BaseTable[User], table=True):
+    __tablename__ = "users"
+
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+    email: str = Field(unique=True)
+
+    @classmethod
+    def from_item(cls, item: User) -> "UserTable":
+        return cls(id=item.id, name=item.name, email=item.email)
+
+    def to_item(self) -> User:
+        return User(id=self.id, name=self.name, email=self.email)
+
+
+class UserRepository(BaseRepository):
+    def get_db_table(self) -> type[UserTable]:
+        return UserTable
+
+    def get_dto_type(self) -> type[User]:
+        return User
+
+
+async def main() -> None:
+    settings = DatabaseSettings(dsn="sqlite+aiosqlite:///:memory:")
+    repository = UserRepository(settings=settings)
+
+    await repository.create_tables()
+
+    # Create using DTO
+    user = await repository.create_item(
+        User(name="Alice", email="alice@example.com"),
+    )
+    print(f"Created DTO: {user.model_dump()}")
+
+    # Read all — returned as DTOs
+    items = [item async for item in repository.get_items()]
+    print(f"Items as DTOs: {[item.model_dump() for item in items]}")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
--- a/examples/filter_usage.py
+++ b/examples/filter_usage.py
@@ -0,0 +1,64 @@
+import asyncio
+
+from pydantic_filters import BaseFilter, BaseSort, OffsetPagination
+from sqlmodel import Field
+
+from metaorm import BaseRepository, BaseTable, DatabaseSettings
+
+
+class BookTable(BaseTable, table=True):
+    __tablename__ = "books"
+
+    id: int | None = Field(default=None, primary_key=True)
+    title: str
+    year: int
+
+
+class BookFilter(BaseFilter):
+    title: str | None = None
+    year: int | None = None
+
+
+class BookRepository(BaseRepository):
+    def get_db_table(self) -> type[BookTable]:
+        return BookTable
+
+    def get_filter_type(self) -> type[BookFilter]:
+        return BookFilter
+
+
+async def main() -> None:
+    settings = DatabaseSettings(dsn="sqlite+aiosqlite:///:memory:")
+    repository = BookRepository(settings=settings)
+
+    await repository.create_tables()
+
+    # Seed data
+    for index in range(10):
+        await repository.create_item(
+            BookTable(title=f"Book {index}", year=2020 + index),
+        )
+
+    # Filter by year = 2025
+    year_filter = BookFilter(year=2025)
+    filtered = [item async for item in repository.get_items(filter_=year_filter)]
+    print(f"Year = 2025: {[book.title for book in filtered]}")
+
+    # Filter by exact title
+    title_filter = BookFilter(title="Book 5")
+    filtered = [item async for item in repository.get_items(filter_=title_filter)]
+    print(f"Title = 'Book 5': {[book.title for book in filtered]}")
+
+    # Pagination
+    pagination = OffsetPagination(offset=2, limit=3)
+    page = [item async for item in repository.get_items(pagination=pagination)]
+    print(f"Page (offset=2, limit=3): {[book.title for book in page]}")
+
+    # Sorting descending
+    sort = BaseSort(sort_by="year", sort_by_order="desc")
+    sorted_items = [item async for item in repository.get_items(sort=sort)]
+    print(f"Sorted by year desc: {[book.year for book in sorted_items]}")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
--- a/examples/relationships.py
+++ b/examples/relationships.py
@@ -0,0 +1,63 @@
+import asyncio
+
+from sqlalchemy.orm import joinedload
+from sqlmodel import Field, Relationship
+
+from metaorm import BaseRepository, BaseTable, DatabaseSettings, RepositoriesContainer
+
+
+class AuthorTable(BaseTable, table=True):
+    __tablename__ = "authors"
+
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+    books: list["BookTable"] = Relationship(back_populates="author")
+
+
+class BookTable(BaseTable, table=True):
+    __tablename__ = "books"
+
+    id: int | None = Field(default=None, primary_key=True)
+    title: str
+    author_id: int = Field(foreign_key="authors.id")
+    author: AuthorTable = Relationship(back_populates="books")
+
+
+class BookRepository(BaseRepository):
+    def get_db_table(self) -> type[BookTable]:
+        return BookTable
+
+
+class AuthorRepository(BaseRepository):
+    def get_db_table(self) -> type[AuthorTable]:
+        return AuthorTable
+
+
+async def main() -> None:
+    settings = DatabaseSettings(dsn="sqlite+aiosqlite:///:memory:")
+    container = RepositoriesContainer(settings=settings)
+
+    author_repo = AuthorRepository(container=container)
+    book_repo = BookRepository(container=container)
+
+    await author_repo.create_tables()
+    await book_repo.create_tables()
+
+    # Create author and books
+    author = await author_repo.create_item(AuthorTable(name="Tolkien"))
+    await book_repo.create_item(BookTable(title="The Hobbit", author_id=author.id))
+    await book_repo.create_item(BookTable(title="LOTR", author_id=author.id))
+
+    # Load books with authors using joinedload
+    books = [
+        item
+        async for item in book_repo.get_items(
+            options=[joinedload(BookTable.author)],
+        )
+    ]
+    for book in books:
+        print(f"Book: {book.title}, Author: {book.author.name}")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
--- a/examples/transactions.py
+++ b/examples/transactions.py
@@ -0,0 +1,44 @@
+import asyncio
+
+from sqlmodel import Field
+
+from metaorm import BaseRepository, BaseTable, DatabaseSettings
+
+
+class ProductTable(BaseTable, table=True):
+    __tablename__ = "products"
+
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+    price: float
+
+
+class ProductRepository(BaseRepository):
+    def get_db_table(self) -> type[ProductTable]:
+        return ProductTable
+
+
+async def main() -> None:
+    settings = DatabaseSettings(dsn="sqlite+aiosqlite:///:memory:")
+    repository = ProductRepository(settings=settings)
+
+    await repository.create_tables()
+
+    # Explicit transaction via repository
+    async with repository.transaction():
+        product1 = await repository.create_item(
+            ProductTable(name="Laptop", price=999.99),
+        )
+        product2 = await repository.create_item(
+            ProductTable(name="Mouse", price=29.99),
+        )
+        print(f"Created in transaction: {product1.name}, {product2.name}")
+
+    # Nested transaction reuses existing session
+    async with repository.transaction(), repository.transaction():
+        items = [item async for item in repository.get_items()]
+        print(f"Items in nested transaction: {len(items)}")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
--- a/metaorm/init.py
+++ b/metaorm/init.py
@@ -0,0 +1,26 @@
+from .container import RepositoriesContainer
+from .exceptions import (
+    AlreadyExistsError,
+    DatabaseException,
+    HaveNoSessionError,
+    NotFoundError,
+)
+from .repositories import BaseRepository
+from .settings import DatabaseSettings
+from .tables import BaseTable
+
+__all__ = (
+    # container
+    "RepositoriesContainer",
+    # exceptions
+    "AlreadyExistsError",
+    "DatabaseException",
+    "HaveNoSessionError",
+    "NotFoundError",
+    # repositories
+    "BaseRepository",
+    # settings
+    "DatabaseSettings",
+    # tables
+    "BaseTable",
+)
--- a/metaorm/container.py
+++ b/metaorm/container.py
@@ -0,0 +1,58 @@
+import contextvars
+from collections.abc import AsyncGenerator
+from contextlib import asynccontextmanager
+from typing import TypeVar
+
+from sqlalchemy.ext.asyncio import AsyncEngine, create_async_engine
+from sqlmodel.ext.asyncio.session import AsyncSession
+
+from .settings import DatabaseSettings
+
+RepositoryType = TypeVar("RepositoryType", bound="BaseRepository")  # noqa: F821
+
+
+class RepositoriesContainer:
+    def __init__(self, settings: DatabaseSettings):
+        engine_parameters = {
+            "url": settings.dsn,
+            "pool_recycle": settings.pool_recycle,
+        }
+        if not settings.dsn.startswith("sqlite"):
+            engine_parameters["pool_timeout"] = settings.pool_timeout
+            engine_parameters["pool_size"] = settings.pool_size
+
+        self._engine = create_async_engine(**engine_parameters)
+        self._session_context = contextvars.ContextVar(
+            "session_context",
+            default=None,
+        )
+
+    @property
+    def engine(self) -> AsyncEngine:
+        return self._engine
+
+    @property
+    def session(self) -> AsyncSession | None:
+        return self._session_context.get(None)
+
+    @asynccontextmanager
+    async def transaction(self) -> AsyncGenerator[AsyncSession, None]:
+        existing_session = self._session_context.get()
+        if existing_session is not None:
+            yield existing_session
+            return
+
+        session_parameters = {
+            "bind": self._engine,
+            "expire_on_commit": False,
+        }
+        async with AsyncSession(**session_parameters) as session:
+            token = self._session_context.set(session)
+            try:
+                async with session.begin():
+                    yield session
+            finally:
+                self._session_context.reset(token)
+
+    def get_repository(self, repository_class: type[RepositoryType]) -> RepositoryType:
+        return repository_class(container=self)
--- a/metaorm/exceptions.py
+++ b/metaorm/exceptions.py
@@ -0,0 +1,17 @@
+class DatabaseException(Exception):
+    pass
+
+
+class NotFoundError(DatabaseException):
+    def __init__(self, detail: str = "Not found"):
+        super().__init__(detail)
+
+
+class HaveNoSessionError(DatabaseException):
+    def __init__(self):
+        super().__init__("Have no actual session")
+
+
+class AlreadyExistsError(DatabaseException):
+    def __init__(self, detail: str = "Record already exists"):
+        super().__init__(detail)
--- a/metaorm/repositories.py
+++ b/metaorm/repositories.py
@@ -0,0 +1,214 @@
+from collections.abc import AsyncGenerator, Sequence
+from contextlib import asynccontextmanager
+from typing import Any
+
+from pydantic import BaseModel
+from pydantic_filters import BaseFilter, BasePagination, BaseSort
+from pydantic_filters.drivers.sqlalchemy import append_to_statement
+from pydantic_filters.filter._fields import FilterFieldInfo
+from sqlalchemy import func
+from sqlalchemy.exc import IntegrityError
+from sqlmodel import delete, insert, select, update
+from sqlmodel.ext.asyncio.session import AsyncSession
+
+from .container import RepositoriesContainer
+from .exceptions import AlreadyExistsError, DatabaseException, HaveNoSessionError
+from .settings import DatabaseSettings
+from .tables import BaseTable
+
+
+class BaseRepository:
+    def __init__(
+        self,
+        settings: DatabaseSettings | None = None,
+        container: RepositoriesContainer | None = None,
+    ):
+        if container is not None:
+            self._container = container
+        elif settings is not None:
+            self._container = RepositoriesContainer(settings=settings)
+        else:
+            raise TypeError("Either 'container' or 'settings' must be provided")
+
+    def get_db_table(self) -> type[BaseTable]:
+        raise NotImplementedError
+
+    def get_dto_type(self) -> type[BaseModel] | None:
+        return None
+
+    def get_filter_type(self) -> type[BaseFilter] | None:
+        return None
+
+    @property
+    def session(self) -> AsyncSession:
+        session = self._container.session
+        if session is None:
+            raise HaveNoSessionError()
+        return session
+
+    @asynccontextmanager
+    async def transaction(self) -> AsyncGenerator[None, None]:
+        existing_session = self._container.session
+        if existing_session is not None:
+            yield
+            return
+
+        async with self._container.transaction():
+            yield
+
+    async def create_tables(self) -> None:
+        table = self.get_db_table()
+        async with self._container.engine.begin() as connection:
+            await connection.run_sync(
+                table.metadata.create_all,
+                tables=[table.__table__],
+            )
+
+    async def get_items_count(
+        self,
+        filter_: BaseFilter | None = None,
+    ) -> int:
+        if filter_ is not None:
+            self._ensure_filter_fields(type(filter_))
+        table = self.get_db_table()
+        statement = select(func.count()).select_from(table)
+        statement = append_to_statement(
+            statement=statement,
+            model=table,
+            filter_=filter_,
+        )
+
+        async with self.transaction():
+            result = await self.session.exec(statement)
+            items_count = result.first()
+
+        return items_count
+
+    async def get_items(
+        self,
+        filter_: BaseFilter | None = None,
+        pagination: BasePagination | None = None,
+        sort: BaseSort | None = None,
+        options: Sequence[Any] | None = None,
+    ) -> AsyncGenerator[BaseModel]:
+        if filter_ is not None:
+            self._ensure_filter_fields(type(filter_))
+        table = self.get_db_table()
+        statement = select(table)
+        statement = append_to_statement(
+            statement=statement,
+            model=table,
+            filter_=filter_,
+            pagination=pagination,
+            sort=sort,
+        )
+        if options:
+            statement = statement.options(*options)
+
+        async with self.transaction():
+            result = await self.session.execute(statement)
+            result = result.yield_per(100)
+            for db_item in result.scalars():
+                yield self._convert_from_table(db_item)
+
+    async def create_item(self, item: BaseModel) -> BaseModel:
+        table = self.get_db_table()
+        values = self._convert_to_table(item).to_values()
+        statement = insert(table).values(values).returning(table)
+
+        async with self.transaction():
+            try:
+                result = await self.session.exec(statement)
+            except IntegrityError as error:
+                error_message = str(error.orig).lower()
+                if "unique" in error_message or "duplicate" in error_message:
+                    raise AlreadyExistsError(
+                        f"Record for model '{table.__name__}' already exists",
+                    ) from error
+                raise DatabaseException(
+                    f"Integrity error for model '{table.__name__}'",
+                ) from error
+            db_item = result.scalar_one()
+
+        return self._convert_from_table(db_item)
+
+    async def update_items(
+        self,
+        filter_: BaseFilter | None = None,
+        options: Sequence[Any] | None = None,
+        **values,
+    ) -> AsyncGenerator[BaseModel]:
+        if filter_ is not None:
+            self._ensure_filter_fields(type(filter_))
+        table = self.get_db_table()
+        statement = update(table)
+        statement = append_to_statement(
+            statement=statement,
+            model=table,
+            filter_=filter_,
+        )
+        statement = statement.values(**values).returning(table)
+        if options:
+            statement = statement.options(*options)
+
+        async with self.transaction():
+            result = await self.session.exec(statement)
+            result = result.yield_per(100)
+            for db_item in result.scalars():
+                yield self._convert_from_table(db_item)
+
+    async def delete_items(
+        self,
+        filter_: BaseFilter | None = None,
+    ) -> None:
+        if filter_ is not None:
+            self._ensure_filter_fields(type(filter_))
+        table = self.get_db_table()
+        statement = delete(table)
+        statement = append_to_statement(
+            statement=statement,
+            model=table,
+            filter_=filter_,
+        )
+
+        async with self.transaction():
+            await self.session.exec(statement)
+
+    def _convert_to_table(self, item: BaseModel) -> BaseModel:
+        table = self.get_db_table()
+        if isinstance(item, table):
+            return item
+        return table.from_item(item=item)
+
+    def _convert_from_table(self, table: BaseTable) -> BaseModel:
+        dto_type = self.get_dto_type()
+        if dto_type is None:
+            return table
+        return table.to_item()
+
+    def _ensure_filter_fields(self, filter_class: type[BaseFilter]) -> None:
+        """Workaround for pydantic-filters not registering filter_fields with pydantic v2."""
+        if getattr(filter_class, "filter_fields", None):
+            return
+
+        filter_fields: dict[str, FilterFieldInfo] = {}
+        for field_name, field_info in filter_class.model_fields.items():
+            if field_info.annotation is None:
+                continue
+            annotation = field_info.annotation
+            # unwrap Optional[X] -> X
+            origin = getattr(annotation, "__origin__", None)
+            if origin is type | None:
+                args = getattr(annotation, "__args__", ())
+                if args and args[0] is not type(None):
+                    annotation = args[0]
+
+            is_sequence = hasattr(
+                annotation, "__origin__"
+            ) and annotation.__origin__ in (list, set)
+            filter_fields[field_name] = FilterFieldInfo(
+                target=field_name,
+                type_="eq",
+                is_sequence=is_sequence,
+            )
+        filter_class.filter_fields = filter_fields
--- a/metaorm/settings.py
+++ b/metaorm/settings.py
@@ -0,0 +1,8 @@
+from pydantic import BaseModel, Field
+
+
+class DatabaseSettings(BaseModel):
+    dsn: str = Field(default="sqlite+aiosqlite:///db.sqlite3", pattern=r"^.+://")
+    pool_size: int = Field(default=5, ge=1)
+    pool_recycle: int = Field(default=60, ge=1)  # in seconds: 1 minute
+    pool_timeout: int = Field(default=60, ge=1)  # in seconds: 1 minute
--- a/metaorm/tables.py
+++ b/metaorm/tables.py
@@ -0,0 +1,18 @@
+from typing import Any, Self
+
+from pydantic import BaseModel
+from sqlmodel import SQLModel
+
+
+class BaseTable[ItemType: BaseModel](SQLModel):
+    @classmethod
+    def from_item(cls, item: ItemType) -> Self:
+        raise NotImplementedError
+
+    def to_item(self) -> ItemType:
+        raise NotImplementedError
+
+    def to_values(self) -> dict[str, Any]:
+        return {
+            column.name: getattr(self, column.name) for column in self.__table__.columns
+        }
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -0,0 +1,70 @@
+[build-system]
+requires = ["setuptools>=61.0", "wheel"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "metaorm"
+version = "0.2.0"
+description = "Async repository layer over SQLModel"
+readme = "README.md"
+license = {text = "MIT"}
+requires-python = ">=3.12"
+authors = [
+    {name = "Author Name", email = "author@example.com"},
+]
+keywords = [
+    "async",
+    "database",
+    "orm",
+    "repository",
+    "sqlmodel",
+]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: MIT License",
+    "Operating System :: OS Independent",
+    "Programming Language :: Python :: 3 :: Only",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: 3.13",
+    "Topic :: Database",
+    "Topic :: Software Development :: Libraries :: Python Modules",
+]
+dependencies = [
+    "pydantic>=2.0",
+    "pydantic-filters @ git+https://github.com/so-saf/pydantic-filters.git",
+    "sqlalchemy>=2.0",
+    "sqlmodel>=0.0.22",
+]
+
+[project.urls]
+Homepage = "https://github.com/OlegYurchik/metaorm"
+Repository = "https://github.com/OlegYurchik/metaorm"
+Issues = "https://github.com/OlegYurchik/metaorm/issues"
+
+[dependency-groups]
+dev = [
+    "aiosqlite>=0.22.0",
+    "pytest>=9.1.1",
+    "pytest-asyncio>=1.4.0",
+    "pytest-cov>=7.1.0",
+    "ruff>=0.16.2",
+]
+
+[tool.setuptools.packages.find]
+where = ["."]
+include = ["metaorm*"]
+
+[tool.ruff.lint]
+ignore = ["RUF022"]
+
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
+testpaths = ["tests"]
+
+[tool.coverage.report]
+fail_under = 90
+show_missing = true
+
+[tool.uv.sources]
+pydantic-filters = { git = "https://github.com/so-saf/pydantic-filters" }
--- a/tests/init.py
+++ b/tests/init.py
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -0,0 +1,68 @@
+from collections.abc import AsyncGenerator
+
+import pytest
+import pytest_asyncio
+
+from metaorm import DatabaseSettings, RepositoriesContainer
+
+from .models import (
+    AuthorRepository,
+    BookRepository,
+    ProductRepository,
+    UserRepository,
+)
+
+
+@pytest.fixture
+def database_settings() -> DatabaseSettings:
+    return DatabaseSettings(
+        dsn="sqlite+aiosqlite:///:memory:",
+        pool_size=1,
+        pool_recycle=60,
+        pool_timeout=60,
+    )
+
+
+@pytest_asyncio.fixture
+async def repositories_container(
+    database_settings: DatabaseSettings,
+) -> AsyncGenerator[RepositoriesContainer, None]:
+    container = RepositoriesContainer(settings=database_settings)
+    yield container
+    await container.engine.dispose()
+
+
+@pytest_asyncio.fixture
+async def user_repository(
+    repositories_container: RepositoriesContainer,
+) -> AsyncGenerator[UserRepository, None]:
+    repository = repositories_container.get_repository(UserRepository)
+    await repository.create_tables()
+    yield repository
+
+
+@pytest_asyncio.fixture
+async def product_repository_settings(
+    database_settings: DatabaseSettings,
+) -> AsyncGenerator[ProductRepository, None]:
+    repository = ProductRepository(settings=database_settings)
+    await repository.create_tables()
+    yield repository
+
+
+@pytest_asyncio.fixture
+async def book_repository(
+    repositories_container: RepositoriesContainer,
+) -> AsyncGenerator[BookRepository, None]:
+    repository = repositories_container.get_repository(BookRepository)
+    await repository.create_tables()
+    yield repository
+
+
+@pytest_asyncio.fixture
+async def author_repository(
+    repositories_container: RepositoriesContainer,
+) -> AsyncGenerator[AuthorRepository, None]:
+    repository = repositories_container.get_repository(AuthorRepository)
+    await repository.create_tables()
+    yield repository
--- a/tests/models.py
+++ b/tests/models.py
@@ -0,0 +1,78 @@
+from pydantic import BaseModel
+from pydantic_filters import BaseFilter
+from sqlmodel import Field, Relationship
+
+from metaorm import BaseRepository, BaseTable
+
+
+class User(BaseModel):
+    id: int | None = None
+    name: str
+    email: str
+
+
+class UserTable(BaseTable[User], table=True):
+    __tablename__ = "users"
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+    email: str = Field(unique=True)
+
+    @classmethod
+    def from_item(cls, item: User) -> "UserTable":
+        return cls(id=item.id, name=item.name, email=item.email)
+
+    def to_item(self) -> User:
+        return User(id=self.id, name=self.name, email=self.email)
+
+
+class UserRepository(BaseRepository):
+    def get_db_table(self) -> type[UserTable]:
+        return UserTable
+
+    def get_dto_type(self) -> type[User]:
+        return User
+
+
+class ProductTable(BaseTable, table=True):
+    __tablename__ = "products"
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+    price: float
+
+
+class ProductFilter(BaseFilter):
+    name: str | None = None
+    price: int | None = None
+
+
+class ProductRepository(BaseRepository):
+    def get_db_table(self) -> type[ProductTable]:
+        return ProductTable
+
+    def get_filter_type(self) -> type[ProductFilter]:
+        return ProductFilter
+
+
+class AuthorTable(BaseTable, table=True):
+    __tablename__ = "authors"
+    id: int | None = Field(default=None, primary_key=True)
+    name: str
+    books: list["BookTable"] = Relationship(back_populates="author")
+
+
+class BookTable(BaseTable, table=True):
+    __tablename__ = "books"
+    id: int | None = Field(default=None, primary_key=True)
+    title: str
+    author_id: int = Field(foreign_key="authors.id")
+    author: AuthorTable = Relationship(back_populates="books")
+
+
+class AuthorRepository(BaseRepository):
+    def get_db_table(self) -> type[AuthorTable]:
+        return AuthorTable
+
+
+class BookRepository(BaseRepository):
+    def get_db_table(self) -> type[BookTable]:
+        return BookTable
--- a/tests/test_container.py
+++ b/tests/test_container.py
@@ -0,0 +1,48 @@
+from sqlalchemy.ext.asyncio import AsyncEngine
+
+from metaorm import RepositoriesContainer
+from tests.models import UserRepository
+
+
+class TestRepositoriesContainer:
+    async def test_engine_property_returns_async_engine(
+        self,
+        repositories_container: RepositoriesContainer,
+    ) -> None:
+        assert isinstance(repositories_container.engine, AsyncEngine)
+
+    async def test_session_is_none_without_transaction(
+        self,
+        repositories_container: RepositoriesContainer,
+    ) -> None:
+        assert repositories_container.session is None
+
+    async def test_transaction_creates_session(
+        self,
+        repositories_container: RepositoriesContainer,
+    ) -> None:
+        assert repositories_container.session is None
+
+        async with repositories_container.transaction() as session:
+            assert session is not None
+            assert repositories_container.session is session
+
+        assert repositories_container.session is None
+
+    async def test_nested_transaction_yields_same_session(
+        self,
+        repositories_container: RepositoriesContainer,
+    ) -> None:
+        async with (
+            repositories_container.transaction() as outer_session,
+            repositories_container.transaction() as inner_session,
+        ):
+            assert inner_session is outer_session
+
+    async def test_get_repository_returns_repository_instance(
+        self,
+        repositories_container: RepositoriesContainer,
+    ) -> None:
+        repository = repositories_container.get_repository(UserRepository)
+
+        assert isinstance(repository, UserRepository)
--- a/tests/test_exceptions.py
+++ b/tests/test_exceptions.py
@@ -0,0 +1,56 @@
+import pytest
+
+from metaorm import (
+    AlreadyExistsError,
+    DatabaseException,
+    HaveNoSessionError,
+    NotFoundError,
+)
+
+
+class TestExceptions:
+    def test_database_exception_is_base_class(self) -> None:
+        assert issubclass(NotFoundError, DatabaseException)
+        assert issubclass(HaveNoSessionError, DatabaseException)
+        assert issubclass(AlreadyExistsError, DatabaseException)
+
+    def test_not_found_error_default_message(self) -> None:
+        error = NotFoundError()
+
+        assert str(error) == "Not found"
+
+    def test_not_found_error_custom_message(self) -> None:
+        error = NotFoundError(detail="User not found")
+
+        assert str(error) == "User not found"
+
+    def test_have_no_session_error_message(self) -> None:
+        error = HaveNoSessionError()
+
+        assert str(error) == "Have no actual session"
+
+    def test_already_exists_error_default_message(self) -> None:
+        error = AlreadyExistsError()
+
+        assert str(error) == "Record already exists"
+
+    def test_already_exists_error_custom_message(self) -> None:
+        error = AlreadyExistsError(detail="User already exists")
+
+        assert str(error) == "User already exists"
+
+    @pytest.mark.parametrize(
+        "exception_class",
+        [
+            DatabaseException,
+            NotFoundError,
+            HaveNoSessionError,
+            AlreadyExistsError,
+        ],
+    )
+    def test_all_exceptions_are_catchable_as_database_exception(
+        self,
+        exception_class: type[Exception],
+    ) -> None:
+        with pytest.raises(DatabaseException):
+            raise exception_class()
--- a/tests/test_repositories.py
+++ b/tests/test_repositories.py
@@ -0,0 +1,219 @@
+import pytest
+from pydantic_filters import BaseSort, OffsetPagination
+from sqlalchemy.orm import joinedload
+
+from metaorm import AlreadyExistsError, DatabaseSettings, HaveNoSessionError
+from tests.models import (
+    AuthorRepository,
+    AuthorTable,
+    BookRepository,
+    BookTable,
+    ProductFilter,
+    ProductRepository,
+    ProductTable,
+    User,
+    UserRepository,
+)
+
+
+class TestBaseRepository:
+    async def test_session_raises_error_without_transaction(
+        self,
+        user_repository: UserRepository,
+    ) -> None:
+        with pytest.raises(HaveNoSessionError):
+            _ = user_repository.session
+
+    async def test_create_item(self, user_repository: UserRepository) -> None:
+        user = User(name="Alice", email="alice@example.com")
+
+        created = await user_repository.create_item(user)
+
+        assert created.id is not None
+        assert created.name == "Alice"
+        assert created.email == "alice@example.com"
+
+    async def test_get_items(self, user_repository: UserRepository) -> None:
+        user1 = User(name="Alice", email="alice@example.com")
+        user2 = User(name="Bob", email="bob@example.com")
+        await user_repository.create_item(user1)
+        await user_repository.create_item(user2)
+
+        items = [item async for item in user_repository.get_items()]
+
+        assert len(items) == 2
+        assert {item.name for item in items} == {"Alice", "Bob"}
+
+    async def test_get_items_count(self, user_repository: UserRepository) -> None:
+        await user_repository.create_item(
+            User(name="Alice", email="alice@example.com"),
+        )
+        await user_repository.create_item(
+            User(name="Bob", email="bob@example.com"),
+        )
+
+        count = await user_repository.get_items_count()
+
+        assert count == 2
+
+    async def test_update_items(self, user_repository: UserRepository) -> None:
+        await user_repository.create_item(
+            User(name="Alice", email="alice@example.com"),
+        )
+        await user_repository.create_item(
+            User(name="Bob", email="bob@example.com"),
+        )
+
+        updated = [item async for item in user_repository.update_items(name="Updated")]
+
+        assert len(updated) == 2
+        assert all(item.name == "Updated" for item in updated)
+
+    async def test_delete_items(self, user_repository: UserRepository) -> None:
+        await user_repository.create_item(
+            User(name="Alice", email="alice@example.com"),
+        )
+        await user_repository.create_item(
+            User(name="Bob", email="bob@example.com"),
+        )
+
+        await user_repository.delete_items()
+
+        count = await user_repository.get_items_count()
+
+        assert count == 0
+
+    async def test_create_item_raises_already_exists_on_duplicate(
+        self,
+        user_repository: UserRepository,
+    ) -> None:
+        user = User(name="Alice", email="alice@example.com")
+        await user_repository.create_item(user)
+
+        with pytest.raises(AlreadyExistsError):
+            await user_repository.create_item(user)
+
+    async def test_transaction_reuses_existing_session(
+        self,
+        user_repository: UserRepository,
+    ) -> None:
+        async with user_repository.transaction():
+            _ = user_repository.session
+
+    async def test_get_items_with_pagination(
+        self,
+        user_repository: UserRepository,
+    ) -> None:
+        for index in range(5):
+            await user_repository.create_item(
+                User(name=f"User{index}", email=f"user{index}@example.com"),
+            )
+
+        pagination = OffsetPagination(offset=1, limit=2)
+        items = [
+            item async for item in user_repository.get_items(pagination=pagination)
+        ]
+
+        assert len(items) == 2
+
+    async def test_get_items_with_sort(
+        self,
+        user_repository: UserRepository,
+    ) -> None:
+        await user_repository.create_item(
+            User(name="Charlie", email="c@example.com"),
+        )
+        await user_repository.create_item(
+            User(name="Alice", email="a@example.com"),
+        )
+        await user_repository.create_item(
+            User(name="Bob", email="b@example.com"),
+        )
+
+        sort = BaseSort(sort_by="name", sort_by_order="asc")
+        items = [item async for item in user_repository.get_items(sort=sort)]
+
+        assert [item.name for item in items] == ["Alice", "Bob", "Charlie"]
+
+    async def test_init_with_settings_creates_container(
+        self,
+        product_repository_settings: ProductRepository,
+    ) -> None:
+        product = ProductTable(name="Widget", price=9.99)
+
+        created = await product_repository_settings.create_item(product)
+
+        assert created.id is not None
+        assert created.name == "Widget"
+
+    async def test_get_filter_type(self) -> None:
+        repository = ProductRepository(settings=DatabaseSettings())
+
+        filter_type = repository.get_filter_type()
+
+        assert filter_type is ProductFilter
+
+    async def test_get_items_with_filter(
+        self,
+        product_repository_settings: ProductRepository,
+    ) -> None:
+        await product_repository_settings.create_item(
+            ProductTable(name="Alpha", price=10.0),
+        )
+        await product_repository_settings.create_item(
+            ProductTable(name="Beta", price=20.0),
+        )
+
+        items = [
+            item
+            async for item in product_repository_settings.get_items(
+                filter_=ProductFilter(name="Alpha"),
+            )
+        ]
+
+        assert len(items) == 1
+        assert items[0].name == "Alpha"
+
+    async def test_get_items_with_options(
+        self,
+        author_repository: AuthorRepository,
+        book_repository: BookRepository,
+    ) -> None:
+        author = await author_repository.create_item(AuthorTable(name="Tolkien"))
+        await book_repository.create_item(
+            BookTable(title="The Hobbit", author_id=author.id),
+        )
+
+        books = [
+            item
+            async for item in book_repository.get_items(
+                options=[joinedload(BookTable.author)],
+            )
+        ]
+
+        assert len(books) == 1
+        assert books[0].title == "The Hobbit"
+        assert books[0].author.name == "Tolkien"
+
+    async def test_update_items_with_options(
+        self,
+        author_repository: AuthorRepository,
+        book_repository: BookRepository,
+    ) -> None:
+        from sqlalchemy.orm import raiseload
+
+        author = await author_repository.create_item(AuthorTable(name="Tolkien"))
+        await book_repository.create_item(
+            BookTable(title="The Hobbit", author_id=author.id),
+        )
+
+        updated = [
+            item
+            async for item in book_repository.update_items(
+                title="Updated",
+                options=[raiseload(BookTable.author)],
+            )
+        ]
+
+        assert len(updated) == 1
+        assert updated[0].title == "Updated"
--- a/tests/test_settings.py
+++ b/tests/test_settings.py
@@ -0,0 +1,47 @@
+import pytest
+from pydantic import ValidationError
+
+from metaorm import DatabaseSettings
+
+
+class TestDatabaseSettings:
+    def test_default_values(self) -> None:
+        settings = DatabaseSettings()
+
+        assert settings.dsn == "sqlite+aiosqlite:///db.sqlite3"
+        assert settings.pool_size == 5
+        assert settings.pool_recycle == 60
+        assert settings.pool_timeout == 60
+
+    def test_custom_values(self) -> None:
+        settings = DatabaseSettings(
+            dsn="postgresql+asyncpg://user:pass@localhost/db",
+            pool_size=10,
+            pool_recycle=120,
+            pool_timeout=30,
+        )
+
+        assert settings.dsn == "postgresql+asyncpg://user:pass@localhost/db"
+        assert settings.pool_size == 10
+        assert settings.pool_recycle == 120
+        assert settings.pool_timeout == 30
+
+    def test_dsn_must_match_pattern(self) -> None:
+        with pytest.raises(ValidationError):
+            DatabaseSettings(dsn="invalid_dsn")
+
+    @pytest.mark.parametrize(
+        "field_name,invalid_value",
+        [
+            ("pool_size", 0),
+            ("pool_recycle", 0),
+            ("pool_timeout", 0),
+        ],
+    )
+    def test_integer_fields_must_be_greater_or_equal_one(
+        self,
+        field_name: str,
+        invalid_value: int,
+    ) -> None:
+        with pytest.raises(ValidationError):
+            DatabaseSettings(**{field_name: invalid_value})
--- a/tests/test_tables.py
+++ b/tests/test_tables.py
@@ -0,0 +1,40 @@
+import pytest
+from sqlmodel import Field
+
+from metaorm import BaseTable
+from tests.models import User
+
+
+class TestBaseTable:
+    def test_to_values_returns_column_data(self) -> None:
+        from tests.models import UserTable
+
+        user_table = UserTable(id=1, name="Alice", email="alice@example.com")
+
+        values = user_table.to_values()
+
+        assert values == {
+            "id": 1,
+            "name": "Alice",
+            "email": "alice@example.com",
+        }
+
+    def test_from_item_not_implemented_in_base_class(self) -> None:
+        class DummyFromItemTable(BaseTable[User], table=True):
+            __tablename__ = "dummy_from_item"
+            id: int | None = Field(default=None, primary_key=True)
+
+        with pytest.raises(NotImplementedError):
+            DummyFromItemTable.from_item(
+                User(name="Alice", email="alice@example.com"),
+            )
+
+    def test_to_item_not_implemented_in_base_class(self) -> None:
+        class DummyToItemTable(BaseTable[User], table=True):
+            __tablename__ = "dummy_to_item"
+            id: int | None = Field(default=None, primary_key=True)
+
+        dummy = DummyToItemTable(id=1, name="Alice", email="alice@example.com")
+
+        with pytest.raises(NotImplementedError):
+            dummy.to_item()
--- a/uv.lock
+++ b/uv.lock
@@ -0,0 +1,493 @@
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