zLMDB

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zlmdb is a complete LMDB solution for Python providing two APIs in one package:

  1. Low-level py-lmdb compatible API - Direct LMDB access with full control
  2. High-level object-relational API - Type-safe ORM with automatic serialization

Key Features

Low-level LMDB API (py-lmdb compatible):

  • Drop-in replacement for py-lmdb
  • Direct access to LMDB transactions, cursors, and databases
  • Full LMDB feature set (subdatabases, duplicate keys, etc.)
  • Works with all py-lmdb examples and code

High-level Object-Relational API:

  • Type-safe persistent objects with automatic serialization
  • Multiple serializers (JSON, CBOR, Pickle, Flatbuffers)
  • Export/import from/to Apache Arrow
  • Native Numpy arrays and Pandas data frames support
  • Automatic indexes and relationships
  • Schema management

Implementation:

  • CFFI-only (no CPyExt) for maximum compatibility
  • Works on both CPython and PyPy
  • Native binary wheels for x86-64 and ARM64
  • Vendored LMDB (no external dependencies)
  • High-performance with zero-copy operations
  • Free software (MIT license)

Usage Examples

Low-level API (py-lmdb compatible):

import zlmdb.lmdb as lmdb

# Open database
env = lmdb.open('/tmp/mydb', max_dbs=10)
db = env.open_db(b'users')

# Write data
with env.begin(write=True) as txn:
    txn.put(b'alice', b'alice@example.com', db=db)
    txn.put(b'bob', b'bob@example.com', db=db)

# Read data
with env.begin() as txn:
    email = txn.get(b'alice', db=db)
    print(email)  # b'alice@example.com'

High-level API (zlmdb ORM):

import zlmdb

# Define schema
class User(object):
    def __init__(self, oid, name, email):
        self.oid = oid
        self.name = name
        self.email = email

schema = zlmdb.Schema()
schema.users = zlmdb.MapUuidCbor(1, marshal=lambda obj: obj.__dict__)

# Use it
db = zlmdb.Database('/tmp/mydb', schema=schema)
with db.begin(write=True) as txn:
    user = User(uuid.uuid4(), 'Alice', 'alice@example.com')
    schema.users[txn, user.oid] = user

Development Workflow

This project uses just as a modern task runner and uv for fast Python package management.

Complete Recipe List

Virtual Environment Management:

  • [x] just create [venv] - Create Python venv (auto-detects system Python if no arg)
  • [x] just create-all - Create all venvs (cpy314, cpy313, cpy312, cpy311, pypy311)
  • [x] just version [venv] - Show Python version
  • [x] just list-all - List all available Python runtimes

Installation:

  • [x] just install [venv] - Install zlmdb (runtime deps only)
  • [x] just install-dev [venv] - Install in editable mode
  • [x] just install-tools [venv] - Install dev tools (pytest, sphinx, etc.)
  • [x] just install-all - Install in all venvs

Testing - LMDB: 🧪

  • [x] just test-examples-lmdb - Test all LMDB examples (in default venv)
  • [x] just test-examples-lmdb-addressbook [venv] - Test example LMDB address book
  • [x] just test-examples-lmdb-dirtybench [venv] - Test example LMDB dirtybench
  • [x] just test-examples-lmdb-dirtybench-gdbm [venv] - Test example LMDB dirtybench-gdbm
  • [x] just test-examples-lmdb-nastybench [venv] - Test example LMDB nastybench
  • [x] just test-examples-lmdb-parabench [venv] - Test example LMDB parabench

Testing - ORM: 🧪

  • [ ] just test [venv] - Run full test suite (both test directories)
  • [ ] just test-quick [venv] - Quick pytest run
  • [x] just test-single [venv] - Run test_basic.py
  • [x] just test-pmaps [venv] - Run pmap tests
  • [x] just test-indexes [venv] - Run index tests
  • [x] just test-select [venv] - Run select tests
  • [ ] just test-zdb-etcd/df/dyn/fbs [venv] - Individual zdb tests
  • [ ] just test-zdb [venv] - All zdb tests
  • [ ] just test-all - Test in all venvs
  • [ ] just coverage [venv] - Generate HTML coverage report

Code Quality: ✨

  • [x] just autoformat [venv] - Auto-format code with Ruff (modifies files!)
  • [x] just check-format [venv] - Check formatting with Ruff (dry run)
  • [x] just check-typing [venv] - Run static type checking with mypy

Building: 📦

  • [x] just build [venv] - Build wheel
  • [x] just build-sourcedist [venv] - Build sdist
  • [x] just build-all - Build wheels for all venvs
  • [!] just dist [venv] - Build both sdist and wheels
  • [x] just verify-wheels [venv] - Verify all built wheels.

Publishing: 🚀

  • [ ] just publish [venv] - Upload to PyPI with twine

Documentation: 📚

  • [x] just docs [venv] - Build HTML docs with Sphinx
  • [x] just docs-view [venv] - Build and open in browser
  • [x] just docs-clean - Clean doc build artifacts

Cleaning: 🧹

  • [x] just clean - Clean everything (alias for distclean)
  • [x] just clean-build - Remove build/ dist/ *.egg-info
  • [x] just clean-pyc - Remove *.pyc __pycache__
  • [x] just clean-test - Remove .coverage .pytest_cache
  • [x] just distclean - Nuclear clean (removes venvs too!)

Utilities: 🔧

  • [ ] just update-flatbuffers - Update from deps/ submodule
  • [ ] just generate-flatbuffers-reflection - Generate reflection code
  • [ ] just fix-copyright - Update copyright headers
  • [ ] just setup-completion - Setup bash tab completion

Quick Start

# Install just and uv (if not already installed)
curl --proto '=https' --tlsv1.2 -sSf https://just.systems/install.sh | bash
curl -LsSf https://astral.sh/uv/install.sh | sh

# Create virtual environment and install in development mode
just create
just install-dev

# Run tests
just test

# Build wheel
just build

Project links

Data verified by PyPI on Jul 16, 2026
Data provided by the project maintainers, verified at the time the release was uploaded to PyPI.

Key dates

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  • Released:
Latest release

3 maintainers

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Credits

Author: typedef int GmbH

GitHub Statistics

Data verified by PyPI on Jul 16, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

MIT
View SPDX License List

Requires

Python >=3.11

Provides Extra

dev docs

Tags

cbor crossbar database embedded flatbuffers key-value lmdb wamp zero-copy zlmdb

Classifiers

Report project as malware

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Release history Release notifications | RSS feed

This release

26.7.1 This release

28 files

26.6.1

20 files

25.12.3

20 files

25.12.2

23 files

25.12.1

20 files

25.10.2

20 files

25.10.1

16 files

23.1.1

2 files

22.6.1

2 files

22.5.1

2 files

22.4.1

2 files

22.3.1

2 files

22.2.1

2 files

22.1.2

2 files

22.1.1

2 files

21.2.1

2 files

21.1.1

2 files

20.12.1

2 files

20.8.1

2 files

20.7.1

2 files

20.4.1

2 files

20.3.1

2 files

20.2.1

2 files

20.1.1

2 files

19.11.1

2 files

19.9.3

2 files

19.9.2

2 files

19.9.1

2 files

19.7.1

2 files

19.6.2

2 files

19.6.1

2 files

19.5.1

2 files

19.4.1

2 files

19.3.2

2 files

19.3.1

2 files

19.2.2

2 files

19.2.1

2 files

18.12.1

2 files

18.11.3

2 files

18.11.1

2 files

18.10.2

2 files

18.10.1

2 files

18.9.1

2 files

18.6.2

2 files

18.6.1

2 files

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