Skip to main content

FGUtils is a collection of utility functions for querying functional groups in molecules from their molecular graph representation.

Dependencies

  • Python (>= 3.11)
  • numpy (>= 1.26.4)
  • networkx (>= 3.2.1)
  • rdkit (>= 2023.09.4 optional)

Additional module dependencies.

Module Dependency
fgutils.torch torch>=2.5

Installation

You can install FGUtils using pip.

pip install fgutils

Getting Started

For a comprehensive description of FGUtils features read through the documentation. However, querying the functional groups for a molecule like acetylsalicylic acid is as simple as running the following:

>>> from fgutils import FGQuery
>>> 
>>> smiles = "O=C(C)Oc1ccccc1C(=O)O" # acetylsalicylic acid
>>> query = FGQuery()
>>> query.get(smiles)
[('ester', [0, 1, 3]), ('carboxylic_acid', [10, 11, 12])]

The output is a list of tuples containing the functional group name and the corresponding atom indices.

Acknowledgment

This project has received funding from the European Unions Horizon Europe Doctoral Network programme under the Marie-Skłodowska-Curie grant agreement No 101072930 (TACsy -- Training Alliance for Computational)

Metadata

Release files for fgutils 0.2.32

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

Source distribution (sdist)

Source distribution for fgutils 0.2.32
File Size Uploaded
fgutils-0.2.32.tar.gz 3.2 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for fgutils 0.2.32
File Interpreter ABI Platform
fgutils-0.2.32-py3-none-any.whl Python 3 none any Details

Total release size: 3.3 MB

Release files / fgutils-0.2.32.tar.gz

Download URL fgutils-0.2.32.tar.gz
Size 3.2 MB
Tags Source
SHA-256 checksum
How to use checksums
096ba58fa4cec8d2eb2f13a27c50dc162903441ac30c15049cc6d747100b9419
BLAKE2b-256 checksum
How to use checksums
9127da37e5b1973a3e0cff1f3346448c8ab081f35cf589f4e788b35b90ca1ad0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.7

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 Jan 26, 2026.

Transparency log

Release files / fgutils-0.2.32-py3-none-any.whl

Download URL fgutils-0.2.32-py3-none-any.whl
Size 63.3 kB
Tags Python 3
SHA-256 checksum
How to use checksums
26d98b47b47aa6c3213b290054d02cbaf53d9ef48adcb50391692a7aa54235b9
BLAKE2b-256 checksum
How to use checksums
f54cedd42777ed4d5a16957939dde6fdf2692a02172ae5e60b9e7f2843b6de2d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.7

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 Jan 26, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.2.32 This release

2 release files

0.2.31

2 release files

0.2.30

2 release files

0.2.29

2 release files

0.2.28

2 release files

0.2.27

2 release files

0.2.26

2 release files

0.2.25

2 release files

0.2.24

2 release files

0.2.23

2 release files

0.2.22

2 release files

0.2.21

2 release files

0.2.20

2 release files

0.2.19

2 release files

0.2.9

2 release files

0.2.8

2 release files

0.2.7

2 release files

0.2.6

2 release files

0.2.5

2 release files

0.2.4

2 release files

0.2.3

2 release files

0.2.2

2 release files

0.2.1

2 release files

0.2.0

2 release files

0.1.6

2 release files

0.1.5

2 release files

0.1.4

2 release files

0.1.3

2 release files

0.1.2

2 release files

0.1.1

2 release files

0.1.0

2 release files

0.0.17

2 release files

0.0.16

2 release files

0.0.15

2 release files

0.0.14

2 release files

0.0.13

2 release files

0.0.12

2 release files

0.0.11

2 release files

0.0.10

2 release files

0.0.9

2 release files

0.0.8

2 release files

0.0.7

2 release files

0.0.6

2 release files

0.0.5

2 release files

0.0.4

2 release files

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