Skip to main content

minigraf (Python)

Python binding for Minigraf — zero-config, single-file, embedded bi-temporal graph database with Datalog queries.

Installation

pip install minigraf

Supports Python 3.9+ on Linux (x86_64, aarch64), macOS (universal2), and Windows (x86_64).

Quick start

import json
from minigraf import MiniGrafDb

# In-memory database
db = MiniGrafDb.open_in_memory()
db.execute('(transact [[:alice :name "Alice"] [:alice :age 30]])')

result = json.loads(db.execute("(query [:find ?n ?a :where [?e :name ?n] [?e :age ?a]])"))
print(result["results"])  # [["Alice", 30]]

# File-backed (persisted to disk)
db = MiniGrafDb.open("path/to/mydb.graph")
db.execute('(transact [[:bob :name "Bob"]])')
db.checkpoint()

Building from source

Requires Rust stable toolchain and maturin.

pip install maturin
maturin develop

Cascade release

This repo receives a core-release repository_dispatch from the minigraf monorepo cascade whenever a new version of the minigraf core crate is published. The release workflow pins the new version, commits, tags, builds wheels for all platforms, and publishes to PyPI.

License

MIT OR Apache-2.0

Metadata

Release files for minigraf 2.0.11

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

Built distributions (wheels)

Table of built distributions (wheels) for minigraf 2.0.11
File Actions
minigraf-2.0.11-py3-none-win_amd64.whl Python 3 none Windows x86-64 Details for minigraf-2.0.11-py3-none-win_amd64.whl
minigraf-2.0.11-py3-none-manylinux_2_34_x86_64.whl Python 3 none Linux glibc 2.34+ x86-64 Details for minigraf-2.0.11-py3-none-manylinux_2_34_x86_64.whl
minigraf-2.0.11-py3-none-manylinux_2_34_aarch64.whl Python 3 none Linux glibc 2.34+ ARM64 Details for minigraf-2.0.11-py3-none-manylinux_2_34_aarch64.whl
minigraf-2.0.11-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl Python 3 none macOS 10.12+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64, macOS 10.12+ x86-64 Details for minigraf-2.0.11-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl

Total release size: 5.1 MB

Release files / minigraf-2.0.11-py3-none-win_amd64.whl

Download URL minigraf-2.0.11-py3-none-win_amd64.whl
Size 942.0 kB
Tags Python 3 Windows x86-64
SHA-256 checksum
How to use checksums
7d6c7f0ce91af9957d6cfa3bf2be6e2b2eea50bd78b7791ad049159b8c47bb34
BLAKE2b-256 checksum
How to use checksums
55a4db67dc0bf59bd02ad7b4198ce74ec8b785f100f5b2e327d27c7702ab385a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 26, 2026.

Transparency log

Release files / minigraf-2.0.11-py3-none-manylinux_2_34_x86_64.whl

Download URL minigraf-2.0.11-py3-none-manylinux_2_34_x86_64.whl
Size 1.1 MB
Tags Linux glibc 2.34+ x86-64 Python 3
SHA-256 checksum
How to use checksums
c6926b9fc8624b8215608316ab606be780da702e44d99c8b8dc9a52389f69dbd
BLAKE2b-256 checksum
How to use checksums
9a3be44d1bbcd1e93772162a3178c8ff0a57e6d17588a61512a330b0fea7a008
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 26, 2026.

Transparency log

Release files / minigraf-2.0.11-py3-none-manylinux_2_34_aarch64.whl

Download URL minigraf-2.0.11-py3-none-manylinux_2_34_aarch64.whl
Size 1.1 MB
Tags Linux glibc 2.34+ ARM64 Python 3
SHA-256 checksum
How to use checksums
7551cd39d7b9fe45e6cbe9fcdf846945e8683a2a5c7dd76b582ac56122e128e4
BLAKE2b-256 checksum
How to use checksums
59b50b2c0681e84f8b108eb3a921ae4f57090cd2b219b21c71beeb23a37293d5
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 26, 2026.

Transparency log

Release files / minigraf-2.0.11-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl

Download URL minigraf-2.0.11-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
Size 2.0 MB
Tags Python 3 macOS 10.12+ universal2 (ARM64, x86-64) macOS 10.12+ x86-64 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
ed0b985b02aefdd3719da2a5a626fbdd27f595ce53a285e13684a3cf816d1202
BLAKE2b-256 checksum
How to use checksums
32e52ebd4b2022c6d8eaf646c3a04fc46d4ee5d74d555018e92de391ae068a80
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.16

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 26, 2026.

Transparency log

Security for minigraf 2.0.11

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 4 files in this release have been uploaded with provenance metadata.

Select from 4 files

Attestation for minigraf-2.0.11-py3-none-win_amd64.whl

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Oct 26, 2026.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

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