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
1 maintainer
Release files for minigraf 1.2.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Reset | |||
|---|---|---|---|---|
| minigraf-1.2.3-py3-none-win_amd64.whl | Python 3 | none | Windows x86-64 | Details |
| minigraf-1.2.3-py3-none-manylinux_2_34_x86_64.whl | Python 3 | none | Linux glibc 2.34+ x86-64 | Details |
| minigraf-1.2.3-py3-none-manylinux_2_34_aarch64.whl | Python 3 | none | Linux glibc 2.34+ ARM64 | Details |
| minigraf-1.2.3-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl | Python 3 | none | macOS 10.12+ x86-64, macOS 10.12+ universal2 (ARM64, x86-64), macOS 11.0+ ARM64 | Details |
Total release size: 4.7 MB
Release files / minigraf-1.2.3-py3-none-win_amd64.whl
| Download URL | minigraf-1.2.3-py3-none-win_amd64.whl |
|---|---|
| Size | 861.8 kB |
| Tags | Python 3 Windows x86-64 |
|
SHA-256 checksum How to use checksums |
3d100a1009b5cd40aed7f7f51343bfcfd1cb6cb0ad11606a5b44f5fbf3a39266
|
|
BLAKE2b-256 checksum How to use checksums |
f75151d07436bb17f1b4741a268bb0144f7af8b56ef3da90442b78d5e1821b68
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 10, 2026.
Transparency logRelease files / minigraf-1.2.3-py3-none-manylinux_2_34_x86_64.whl
| Download URL | minigraf-1.2.3-py3-none-manylinux_2_34_x86_64.whl |
|---|---|
| Size | 1.0 MB |
| Tags | Linux glibc 2.34+ x86-64 Python 3 |
|
SHA-256 checksum How to use checksums |
1769f7812cab4289501d38866fc6eb66cdfcd7a3827a0f84a0f3d288e01cdf60
|
|
BLAKE2b-256 checksum How to use checksums |
2379cb7a542309051738b4a46832eff37088bd0230d9f2944455077c8fa745e1
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 10, 2026.
Transparency logRelease files / minigraf-1.2.3-py3-none-manylinux_2_34_aarch64.whl
| Download URL | minigraf-1.2.3-py3-none-manylinux_2_34_aarch64.whl |
|---|---|
| Size | 997.6 kB |
| Tags | Linux glibc 2.34+ ARM64 Python 3 |
|
SHA-256 checksum How to use checksums |
f19fe62f0f281c35fce5dcf184c17ef324375fa1b74abaebcee6d33d8055bb12
|
|
BLAKE2b-256 checksum How to use checksums |
a4be568daecbf8722348744f7ff0f2f99a4a24226b522fef1b59f5cfe0004320
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 10, 2026.
Transparency logRelease files / minigraf-1.2.3-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
| Download URL | minigraf-1.2.3-py3-none-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl |
|---|---|
| Size | 1.9 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 |
c122319cee13592f3c25a5264db8a2a650c88d2a52ce0411bd8fd9da7904b436
|
|
BLAKE2b-256 checksum How to use checksums |
f8f424cc3e198d054eea86a5276dc9e1d6686f7bedf09c790d14cfef18f987cc
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
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 Aug 10, 2026.
Transparency log
