Skip to main content

hexastack-db

hexastack-db

SQLAlchemy 2.0+ persistence layer, generic repositories, Unit of Work, declarative mixins, and Alembic migrations for Hexastack.

PyPI: hexastack-db Python 3.13+ Coverage License: Apache 2.0

1. Overview & Capabilities

hexastack-db provides a robust, decoupled database layer supporting both synchronous and asynchronous workflows:

  • Generic Repositories: SqlAlchemyRepository[T, ID] and AsyncSqlAlchemyRepository[T, ID] implementing Repository[E, ID] and AsyncRepository[E, ID].
  • Unit of Work: SqlAlchemyUnitOfWork and AsyncSqlAlchemyUnitOfWork providing contextual transaction boundaries (commit(), rollback()).
  • Declarative Base & Mixins:
    • HexastackBase: Shared DeclarativeBase for unified metadata management across applications and migration autogen.
    • UuidPrimaryKeyMixin: Portable Python-side uuid4() stored as a 36-character string primary key.
    • TimestampMixin: Automatic UTC created_at and updated_at timestamps.
  • Alembic Migration Engine: Programmatic migration execution (upgrade, downgrade, revision, current, history, stamp) and CLI integration without requiring manual alembic.ini authoring.
  • Auto Table Creation: Schema discovery and create_all() execution on bootstrap via register_metadata().

2. Package Anatomy & Key Components

hexastack_db/
├── domain/          # DatabaseError, EntityNotFoundError, UniqueConstraintViolationError
├── adapters/        # SqlAlchemyRepository, AsyncSqlAlchemyRepository, SqlAlchemyUnitOfWork, AsyncSqlAlchemyUnitOfWork
└── infra/
    ├── bootstrap.py # DatabaseBootstrapper (order=15)
    ├── config.py    # HexastackDatabaseConfig
    ├── engine.py    # Engine and sessionmaker factory functions
    ├── mixins.py    # HexastackBase, UuidPrimaryKeyMixin, TimestampMixin
    ├── migrations.py# Alembic migration helpers
    └── registries/  # metadata.py (register_metadata, get_registered_metadata)

Key Exports

Category Exports
Bootstrap DatabaseBootstrapper (order=15), HexastackDatabaseConfig
Migrations init_migrations, get_alembic_config, run_upgrade, run_downgrade, run_revision, run_current, run_history, stamp
Mixins & Base HexastackBase, UuidPrimaryKeyMixin, TimestampMixin
Registries register_metadata, get_registered_metadata, clear_metadata_registry
Repositories SqlAlchemyRepository, AsyncSqlAlchemyRepository
Unit of Work SqlAlchemyUnitOfWork, AsyncSqlAlchemyUnitOfWork

3. Monorepo & Sibling Relationships

graph TD
    subgraph SiblingConsumers ["Sibling Consumers"]
        CQRS["hexastack-cqrs (UnitOfWorkMiddleware)"]
        FASTAPI["hexastack-fastapi (DbSessionMiddleware)"]
        CLI["hexastack (hexastack db <cmd>)"]
    end

    subgraph DatabasePackage ["hexastack-db"]
        BOOT["DatabaseBootstrapper (order=15)"]
        UOW["SqlAlchemyUnitOfWork / AsyncSqlAlchemyUnitOfWork"]
        ENG["Engine & sessionmaker"]
        MIGR["Alembic Migration Engine"]
    end

    subgraph CoreContracts ["hexastack-core"]
        UOW_PORT["UnitOfWorkPort"]
        REPO_PORT["RepositoryPort"]
    end

    BOOT --> UOW
    BOOT --> ENG
    UOW -->|implements| UOW_PORT

    CQRS -. consumes UnitOfWorkPort from DI .-> UOW
    FASTAPI -. consumes sessionmaker from DI .-> ENG
    CLI -. invokes migration helpers .-> MIGR

Explicit Dependencies (Direct)

  • hexastack-core: Core ports (UnitOfWorkPort, Repository), exception types, and DI container.
  • sqlalchemy>=2.0.38: Core ORM and SQL toolkit.

Implied / Behavioral Relationships (DI-Mediated)

  • Unit of Work Binding: Binds UnitOfWorkPort into the DI container at order=15 (before CQRS order=20), allowing UnitOfWorkMiddleware to manage transactions automatically.
  • Session Injection: Injects sessionmaker / async_sessionmaker into DI, which hexastack-fastapi resolves in DbSessionMiddleware without requiring a direct package dependency.
  • Migration CLI Integration: The hexastack umbrella package exposes CLI subcommands (hexastack db init/upgrade/revision/...) backed by hexastack_db.infra.migrations.

Optional Integrations (Extras)

  • [sqlite]: Installs aiosqlite>=0.20.0 for async SQLite support.
  • [postgresql]: Installs asyncpg>=0.30.0 and psycopg[binary]>=3.2.0.
  • [pgvector]: Installs pgvector>=0.3.0 and PostgreSQL drivers for VectorStorePort support.
  • [migrations]: Installs alembic>=1.13.0 for migration commands and autogeneration.
  • [all]: Installs all drivers, pgvector, and Alembic.

4. Installation

# Standalone install with SQLite async support
pip install "hexastack-db[sqlite]"

# Standalone with PostgreSQL and Alembic migrations
pip install "hexastack-db[postgresql,migrations]"

# With PostgreSQL vector search (pgvector)
pip install "hexastack-db[pgvector]"

# Via umbrella package
pip install "hexastack[db]"

5. Configuration Reference

[hexastack.db]
# Global Settings
url = "sqlite:///app.db" # "postgresql+asyncpg://user:pass@localhost:5432/dbname"
async_mode = false # Set to true for async engine & sessions
auto_create_tables = false # Runs create_all() on registered metadata at bootstrap
echo = false # Enables raw SQLAlchemy SQL logging
pool_size = 5
max_overflow = 10
pool_timeout = 30
pool_recycle = 1800

# SQLite-Specific Dialect Settings
[hexastack.db.sqlite]
foreign_keys = true # PRAGMA foreign_keys = ON
journal_mode = "WAL" # PRAGMA journal_mode = WAL
busy_timeout_ms = 5000 # PRAGMA busy_timeout = 5000
synchronous = "NORMAL"

# PostgreSQL-Specific Dialect Settings
[hexastack.db.postgres]
search_path = "public"
ssl_mode = "require"
server_side_cursors = false

# PostgreSQL pgvector Configuration
[hexastack.db.vector]
enabled = false # Auto-binds VectorStorePort in DI container
table_name = "hexastack_vectors"
dimension = 1536
distance_strategy = "cosine" # "cosine", "l2", "inner_product"
index_type = "hnsw" # "hnsw", "ivfflat", "none"
m = 16
ef_construction = 64

6. Quickstart Example

from sqlalchemy.orm import Mapped, mapped_column
from hexastack_core.infra.bootstrap import bootstrap
from hexastack_core.ports.unit_of_work import UnitOfWorkPort
from hexastack_db.infra.mixins import HexastackBase, UuidPrimaryKeyMixin, TimestampMixin
from hexastack_db.infra.registries.metadata import register_metadata
from hexastack_db.adapters.repository import SqlAlchemyRepository


# 1. Define Model
class UserRecord(UuidPrimaryKeyMixin, TimestampMixin, HexastackBase):
    __tablename__ = "users"
    email: Mapped[str] = mapped_column(unique=True)


register_metadata(HexastackBase.metadata)

# 2. Bootstrap with auto-table creation
runtime = bootstrap(
    config_overrides={
        "db": {
            "url": "sqlite:///:memory:",
            "auto_create_tables": True,
        }
    }
)

# 3. Use Unit of Work and Repository
uow = runtime.container.get(UnitOfWorkPort)
with uow:
    repo = SqlAlchemyRepository(session=uow.session, model_cls=UserRecord)
    user = UserRecord(email="alice@hexastack.dev")
    repo.add(user)
    uow.commit()

print(f"Created user {user.id} at {user.created_at}")

Metadata

Release files for hexastack-db 0.6.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for hexastack-db 0.6.0
File Size Uploaded
hexastack_db-0.6.0.tar.gz 22.8 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for hexastack-db 0.6.0
File Interpreter ABI Platform
hexastack_db-0.6.0-py3-none-any.whl Python 3 none any Details

Total release size: 53.1 kB

Release files / hexastack_db-0.6.0.tar.gz

Download URL hexastack_db-0.6.0.tar.gz
Size 22.8 kB
Tags Source
SHA-256 checksum
How to use checksums
39c8975cbcc4c2dc234fc5d52b95d3337a6367dc942030adb38cce3f69f035e3
BLAKE2b-256 checksum
How to use checksums
a1fab1a0b45ee4d257ac86b439f346ee8aa85b594b242543660bdc6dd524ac37
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release files / hexastack_db-0.6.0-py3-none-any.whl

Download URL hexastack_db-0.6.0-py3-none-any.whl
Size 30.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
ec0d15c81bed469e1aec3a25381e9a86f6a3029c54c80745feb46671b058526a
BLAKE2b-256 checksum
How to use checksums
b725f6e1e983662911a02fd81003cd0887c1467a6108e7ca8646df3ba7d531a0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
No
Uploaded via twine/7.0.0 CPython/3.13.14

Release history Release notifications | RSS feed

0.8.0

2 release files

0.7.0

2 release files

This release

0.6.0 This release

2 release files

0.5.0

2 release files

0.4.0

2 release files

0.3.0

2 release files

0.2.0

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page