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 2.0.9

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 2.0.9
File Actions
minigraf-2.0.9-py3-none-win_amd64.whl Python 3 none Windows x86-64 Details for minigraf-2.0.9-py3-none-win_amd64.whl
minigraf-2.0.9-py3-none-manylinux_2_34_x86_64.whl Python 3 none Linux glibc 2.34+ x86-64 Details for minigraf-2.0.9-py3-none-manylinux_2_34_x86_64.whl
minigraf-2.0.9-py3-none-manylinux_2_34_aarch64.whl Python 3 none Linux glibc 2.34+ ARM64 Details for minigraf-2.0.9-py3-none-manylinux_2_34_aarch64.whl
minigraf-2.0.9-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 10.12+ x86-64, macOS 11.0+ ARM64 Details for minigraf-2.0.9-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-2.0.9-py3-none-win_amd64.whl

Download URL minigraf-2.0.9-py3-none-win_amd64.whl
Size 942.2 kB
Tags Python 3 Windows x86-64
SHA-256 checksum
How to use checksums
bd42352d2d61ad2ba23fb36d91e6c65f80e445f04cd72fba81cd50e0e59765ea
BLAKE2b-256 checksum
How to use checksums
4fcd67ec59d88ecffe2d6c75ecaaab9db45099d39c52ab90f067b8ffad44a5df
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 21, 2026.

Transparency log

Release files / minigraf-2.0.9-py3-none-manylinux_2_34_x86_64.whl

Download URL minigraf-2.0.9-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
6362e0a43db3b767fc8ecbb4fa0717e3527c216125aa756aecc16b41bb60886e
BLAKE2b-256 checksum
How to use checksums
bde0fddaff58070f4c58b2fafe1ee4d678cc8c1d00c6ba99e18d1ce583d392bd
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 21, 2026.

Transparency log

Release files / minigraf-2.0.9-py3-none-manylinux_2_34_aarch64.whl

Download URL minigraf-2.0.9-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
dfda187ca60eb7edc7f3edf3bfb3ac1c340fbbc0a1888fc0a360e2e524216c33
BLAKE2b-256 checksum
How to use checksums
327b5062a8ac0847db255a272399250ab4c83cb44d759350e501a1c2f2020343
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 21, 2026.

Transparency log

Release files / minigraf-2.0.9-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl

Download URL minigraf-2.0.9-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
e77868ddfd166d95ba7204d711981d6709b6d5eaf8dfc7ec4f61d2625c0cfeb8
BLAKE2b-256 checksum
How to use checksums
17436fb42afbd1db6748113602accf52f02d52faa9a7fb1b3b13b26f454a030e
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 21, 2026.

Transparency log

Security for minigraf 2.0.9

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-2.0.9-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 21, 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