Skip to main content

ductile-loads

PyPI Python Tests codecov Docs License: MIT

Loads processing tool for structural analysis, certified under the Design Quality Management System (DQMS).

This is a sample tool as part of the DUCTILE agentic orchestration paper. See the DUCTILE repository or the paper (DOI: TBD) for context.

Documentation

Full documentation: alex-pradas.github.io/ductile-loads

The same documentation ships with the package, matching the installed version: ductile-loads docs prints it (or ductile_loads.api_reference() in Python).

Install

uv add ductile-loads

With optional display/chart features:

uv add ductile-loads[all]

Quick Start

from ductile_loads import LoadSet

# Load data
ls = LoadSet.read_json("supplier_forces.json")

# Convert units
ls = ls.convert_to("N")

# Envelope (downselect critical load cases)
ls_env = ls.envelope()

# Export to ANSYS
ls_env.to_ansys(folder_path="design_loads", name_stem="design_load")

# Get extremes
extremes = ls_env.get_point_extremes(output="envelope_extremes.json")

License

MIT

Metadata

Release files for ductile-loads 1.3.0

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

Source distribution (sdist)

Source distribution for ductile-loads 1.3.0
File Size Uploaded Provenance
ductile_loads-1.3.0.tar.gz 104.1 kB With provenance Details

Built distribution (wheel)

Table of built distributions (wheels) for ductile-loads 1.3.0
File Interpreter ABI Platform
ductile_loads-1.3.0-py3-none-any.whl Python 3 none any Details

Total release size: 134.1 kB

Release files / ductile_loads-1.3.0.tar.gz

Download URL ductile_loads-1.3.0.tar.gz
Size 104.1 kB
Tags Source
SHA-256 checksum
How to use checksums
83929be4363a5166e3b9c5f4595dea5da91b01942492f1cbee21a9921dfe5635
BLAKE2b-256 checksum
How to use checksums
7f941c0e8f12c6bbd80a77dc44648156c3f4f6f6c7bdc1ea2908a5b4d5ee626d
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 Oct 15, 2026.

Transparency log

Release files / ductile_loads-1.3.0-py3-none-any.whl

Download URL ductile_loads-1.3.0-py3-none-any.whl
Size 30.0 kB
Tags Python 3
SHA-256 checksum
How to use checksums
cb5d0367156750be66afa21f1f456e07939a86d1a8528447792dca1ae8608477
BLAKE2b-256 checksum
How to use checksums
1b481b2798149a0c416a53dd99a18daa3353228344f161b13da2bb1cb9063141
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 Oct 15, 2026.

Transparency log

Security for ductile-loads 1.3.0

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

Select from 2 files

Attestation for ductile_loads-1.3.0.tar.gz

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 15, 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