Skip to main content
Pre-release

This release is a pre-release and may not be stable for production use.

molcrafts-molrs

PyPI

Python bindings for the molrs molecular modeling toolkit.

Install with pip install molcrafts-molrs and import molrs. Full docs: https://docs.molcrafts.org/molrs/.

Install

pip install molcrafts-molrs

Requires Python 3.12+.

Quick start

import molrs

# SMILES → atomistic graph (class API under molrs.io)
mol = molrs.io.smiles.read_smiles("CCO").to_atomistic()

# 3D coordinates
from molrs.conformer import Conformer

mol, report = Conformer().generate(mol)

# Force field: typify → pairs → potentials
from molrs.ff.typifier import Mmff94Typifier
from molrs.ff.potential import intramolecular_pairs
from molrs.ff.compile import PotentialCompiler

typifier = Mmff94Typifier()
typed = typifier.typify(mol)
frame = typed.to_frame()
ff = typifier.forcefield()  # a copy of exactly the types typify assigned
frame["pairs"] = intramolecular_pairs(frame, ff)
pots = PotentialCompiler(ff).compile(frame)
energy, forces = pots.evaluate(frame)
assert forces.shape == (frame["atoms"].n_rows, 3)

Package layout

The top level is the subsystems, plus the core data classes a user handles directly (molrs.Frame is molrs.core.Frame: Frame, Block, Trajectory, Box, MolGraph, Atomistic, CoarseGrain, the entity classes, Element, Topology). Everything else has one path, named after its Rust owner.

Import Owns
molrs.core Frame, Block, Trajectory, frame metadata; Box and its Cell, neighbour search, regions, TriMesh, Trace; MolGraph, Atomistic, CoarseGrain and their live views, Element, Topology; Unit, Quantity, UnitPreset, UnitRegistry
molrs.core.keys / .schema / .constants the column vocabulary, its specifications, and every physical and engine constant
molrs.io Every file reader and writer: one door per format and direction, read_<fmt>(source) / write_<fmt>(sink, frame) (a source is a pathlib.Path, bytes or molrs.io.Text; a sink a pathlib.Path or a bytearray); each format's classes in its own submodule — the multi-frame <Fmt>Reader / <Fmt>Writer of io.pdb, io.xyz, io.gro, io.mol2, io.cif, io.sdf, io.dcd, io.trr, io.xtc, io.lammps, and the force-field reader / writer classes of io.lammps, io.gromacs, io.amber, io.openmm_xml; io.smiles, io.cgsmiles, io.mrec
molrs.io.mrec *.mrec store pieces: MrecFile (per-section reads), streaming SequenceSchema, MrecWriter, MrecReader, ForceFieldSection, pack_mrec_zip, validation (a whole record is written by molrs.io.write_mrec)
molrs.ff.* forcefield, potential, typifier, charge, ir, params, clpol_scaling
molrs.optimize Lbfgs, OptimizationReport
molrs.md Integrators and the MD driver
molrs.compute One class per molrs::compute type, under its core name (flat): RDF, MSD, correlations, fits, spectra, order, clusters, …
molrs.conformer 3D generation
molrs.perceive Rings, aromaticity, SMARTS, reactions
molrs.builder Structure builders, site-graph assembly, Coarsener

An analysis is configured when it is built and given its data when it computes: Steinhardt(l=[6]) then .compute(...). The constructor takes configuration only, every optional setting is None unless given (all defaults live in the core; Msd.spec() lists them), and compute takes the data as keyword arguments named after the core input's fields. Msd, Vacf and Rdf are streams, as in the core: acc = Msd(max_lag).accumulator(), acc.push(positions, dt=...) per frame, then acc.finish(). A result is a read-only object that the next compute accepts as is — LinearFit(0.2, 0.8).compute(correlation=msd_result, channel=0).

Kernels take dt in the time unit of your trajectory, and time-valued results come back in that unit. MSD needs unwrapped coordinates (Unwrap produces them). VACF is the unbiased (C(\tau)) used for Green–Kubo D and VDOS.

Development

maturin develop --release
pytest -q

Metadata

Release files for molcrafts-molrs-nightly 0.19.0.dev202610230834

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 molcrafts-molrs-nightly 0.19.0.dev202610230834
File Interpreter ABI Platform
molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-win_amd64.whl CPython 3.12 abi3 Windows x86-64 Details
molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 abi3 Linux glibc 2.17+ x86-64 Details
molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl CPython 3.12 abi3 macOS 10.12+ x86-64, macOS 11.0+ ARM64, macOS 10.12+ universal2 (ARM64, x86-64) Details

Total release size: 42.1 MB

Release files / molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-win_amd64.whl

Download URL molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-win_amd64.whl
Size 11.3 MB
Tags CPython 3.12 Windows x86-64 abi3
SHA-256 checksum
How to use checksums
4ddafdeafd6b4aef6427281b5af9e28f4f960dbc24208426534a7d217d4f94cd
BLAKE2b-256 checksum
How to use checksums
90014f9e52cc95e1afe5f5c71bed170616d0544a75118edc9414de68ffa157de
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 23, 2026.

Transparency log

Release files / molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 10.9 MB
Tags CPython 3.12 Linux glibc 2.17+ x86-64 abi3
SHA-256 checksum
How to use checksums
8f87372cc934233225a1cce116859e1fac44b8a56d8eb77c601bd2a580c82a9f
BLAKE2b-256 checksum
How to use checksums
0ccc99d225211caf1ae9957d5a4e5a1ec53461f4db0fd91f3b1fcc5554aaef09
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 23, 2026.

Transparency log

Release files / molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl

Download URL molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-macosx_10_12_x86_64.macosx_11_0_arm64.macosx_10_12_universal2.whl
Size 19.9 MB
Tags CPython 3.12 abi3 macOS 10.12+ universal2 (ARM64, x86-64) macOS 10.12+ x86-64 macOS 11.0+ ARM64
SHA-256 checksum
How to use checksums
16210de028092cd578f1b5257fc12be192f05f0f7cde4b0ea7a3fd3e9861c928
BLAKE2b-256 checksum
How to use checksums
8b04b62b28ad0d0f87a2f2eca336c9abfa55c5718c7a05df707b4319be6c0e11
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 23, 2026.

Transparency log

Security for molcrafts-molrs-nightly 0.19.0.dev202610230834

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 3 files in this release have been uploaded with provenance metadata.

Select from 3 files

Attestation for molcrafts_molrs_nightly-0.19.0.dev202610230834-cp312-abi3-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 23, 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.

Release history Release notifications | RSS feed

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