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Description

Toil is a massively scalable pipeline management system, written entirely in Python. Toil runs as easily on a laptop as it does on a bare-metal cluster or in the cloud, thanks to support for many batch systems, including `Grid Engine`_, Parasol_, and a custom Mesos_ framework. Toil is robust, and designed to run in highly unreliable computing environments like Amazon's `Spot Market`_. Towards this goal, Toil does not rely on a distributed file system. Instead, Toil abstracts a pipeline's global storage as a JobStore that can be stored either locally or on AWS. The result of this abstraction is a robust system that can be resumed even after an unexpected shutdown of every node in the cluster that resulted in the loss of all local data. Writing a Toil script requires only a knowledge of basic Python, with Toil "Jobs" as the elemental unit of work in a Toil workflow. A Job can dynamically spawn other Jobs as needed, leading to an intuitive and powerful control over the pipeline. .. _Grid Engine: http://gridscheduler.sourceforge.net/ .. _Parasol: https://users.soe.ucsc.edu/~donnak/eng/parasol.htm .. _Mesos: http://mesos.apache.org/ .. _Spot Market: https://aws.amazon.com/ec2/spot/ Prerequisites ============= Python 2.5 < 3.0 pip_ 7.x `Apache Mesos`_ 0.22.1, if using the Mesos batch system. This is Brew_ installable on OSX via:: brew install mesos Git_, if cloning from the `Toil Github Repository`_ .. _pip: https://pip.readthedocs.org/en/latest/installing.html .. _Apache Mesos: http://mesos.apache.org/gettingstarted/ .. _Brew: http://brew.sh/ .. _Git: https://git-scm.com/ .. _Toil Github Repository: https://github.com/BD2KGenomics/toil Installation ============ Toil uses setuptool's extras_ syntax for dependencies of optional features, like the Mesos batch system and the AWS JobStore. To install Toil with these extras, specify the features you would like to include when pip installing:: pip install toil[aws,mesos] .. _extras: https://pythonhosted.org/setuptools/setuptools.html#declaring-extras-optional-features-with-their-own-dependencies Building & Testing ================== This is only required if cloning from Git. Running:: make develop will install Toil in editable mode. You can also specify extras to use in develop mode as follows:: make develop extras=[mesos,aws] To run the tests, ``cd`` into the toil root directory and run:: make test Finally, running:: make by itself will print help for testing and building.

Repository

https://github.com/DataBiosphere/toil.git

Project Slug

toil

Last Built

3 days, 5 hours ago passed

Maintainers

Home Page

https://toil.ucsc-cgl.org

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Tags

python, aws, pipeline, workflow, gridengine, slurm, mesos, cwl, common-workflow-language

Short URLs

toil.readthedocs.io
toil.rtfd.io

Default Version

latest

'latest' Version

master