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A lightweight plugin for EasyVVUQ enabling the execution of demanding VVUQ proceduresusing the QCG-PilotJob mechanism.

Project description

EasyVVUQ-QCGPJ - Python API for HPC execution of EasyVVUQ

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EasyVVUQ-QCGPJ is a lightweight plugin for parallelization of EasyVVUQ (https://github.com/UCL-CCS/EasyVVUQ) with the QCG-PilotJob mechanism (https://github.com/vecma-project/QCG-PilotJob).

It is developed as part of VECMA (http://www.vecma.eu), and is part of the VECMA Toolkit (http://www.vecma-toolkit.eu).

The tool provides API that can be effortlessly integrated into typical EasyVVUQ workflows to enable parallel processing of demanding operations, in particular the simulation model's executions and encodings. It works regardless if you run your use-case on multi-core laptop or on large HPC machine.

Requirements

The software requires Python 3.6+ for usage.

Moreover, since EasyVVUQ-QCGPJ is a wrapper over EasyVVUQ and QCG-PilotJob, you need to have both these packages available in your environment. You can install them with pip in the following way:

$ pip3 install easyvvuq
$ pip3 install qcg-pilotjob

Installation

The software could be easily installed from the PyPi repository:

$ pip3 install easyvvq-qcgpj

Alternatively, if you want to use specific branch of the software, you can get it from the the github repository. The procedure is quite typical, e.g.:

$ git clone https://github.com/vecma-project/EasyVVUQ-QCGPJ.git
$ cd EasyVVUQ-QCGPJ
$ git checkout some_branch
$ pip3 install .

Getting started

Documentation is available at https://easyvvuq-qcgpj.readthedocs.io

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