Skip to main content

A simulation management and evaluation framework

Project description

The utopya package provides a simulation management and evaluation framework with the following feature set:

  • Run model simulations in parallel and on cluster architectures

    • Conveniently perform parameter sweeps of arbitrary parameters with the help of the paramspace package.

  • A powerful CLI to run and evaluate models, including interactive plotting

  • Integrates the dantro data processing pipeline:

    • Loads data into a hierarchical data tree, supplying a uniform interface

    • Gives access to a configuration-based data transformation framework, separating data preprocessing from visualization for increased generality

    • Easy extensibility of plot creators via model-specific plot implementations

  • A versatile configuration interface for both simulation and evaluation:

    • Assembling multi-level model configurations, including several default levels

    • Assembling plot configurations with multiple inheritance, reducing redundant definitions

  • Model, project, and framework registration and handling

  • Managing data output directories

  • Tools to simplify model test implementations or working without a CLI

  • … and more

The utopya package evolved as part of the Utopia Project and provides the frontend of the Utopia modelling framework. Having been outsourced from that project, it can be used with arbitrary model implementations with a very low barrier for entry: in the simplest case, only the path to an executable is required to run simulations. With more compliance to the utopya interface, more features become available.

The utopya package is open source software released under the LGPLv3+ license.

Visit the utopya project website or the documentation page for more information about utopya.

Project details

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

utopya-1.2.12.tar.gz (295.6 kB view hashes)

Uploaded source

Built Distribution

utopya-1.2.12-py3-none-any.whl (354.4 kB view hashes)

Uploaded py3

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page