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Manage and automate analyses with asimov
.
A powerful and extensible automation framework for scientific analysis workflows.
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Scientific analysis management
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Asimov is able to interact with high throughput job management tools, and can submit jobs to clusters, monitor them for problems, and initiate post-processing tasks.
Once your analysis is completed asimov can manage the data products and results, and prepare them for publication and distribution.
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Uniform pipeline interface
~~~~~~~~~~~~~~~~~~~~~~~~~~
Asimov provides an API layer which allows a single configuration to be deployed to numerous different analysis pipelines.
Current gravitational wave pipelines which are supported are ``lalinference``, ``bayeswave``, ``RIFT``, and ``bilby``.
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Centralised configuration
~~~~~~~~~~~~~~~~~~~~~~~~~
Asimov records all ongoing, completed, and scheduled analyses, allowing jobs, configurations, and results to be found easily.
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Reporting overview
~~~~~~~~~~~~~~~~~~
Asimov can provide both machine-readible and human-friendly reports of all jobs it is monitoring, while collating relevant log files and outputs.
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Quick installation
------------------
Asimov is available on ``pypi`` and can be installed via ``pip install asimov``.
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Tutorials
---------
.. toctree::
:maxdepth: 2
:caption: Tutorials
starting-project
starting-analysis
Users' guide
------------
.. toctree::
:maxdepth: 2
:caption: 📚 Users' guide
getting-started
installation
olivaw/projects
olivaw/events
olivaw/productions
olivaw/running
olivaw/monitoring
olivaw/reporting
storage
olivaw/review
.. toctree::
:maxdepth: 1
:caption: Pipeline Guides
pipelines
pipelines/lalinference
pipelines/bilby
pipelines/rift
pipelines/bayeswave
Advanced topics
---------------
.. toctree::
:maxdepth: 2
:caption: Advanced topics
analyses
build-process
configuration
test-interface
clusters
Developers' Guide
-----------------
.. toctree::
:caption: Development Guide
contributing.rst
code-of-conduct.rst
asimov-repository
ledger
pipelines-dev
asimov-repository
code-overview
ledger
pipelines-dev
hooks
building-docs
Python API
----------
.. toctree::
:maxdepth: 1
:caption: Python API
api/asimov
api/condor
api/event
api/git
state
pipelines
config
LIGO Analysis Cookbook
----------------------
.. toctree::
:maxdepth: 1
:Caption: LIGO Analysis Cookbook
ligo-cookbook/bayeswave
ligo-cookbook/bilby
ligo-cookbook/working-with-gwosc
Indices and tables
------------------
* :ref:`genindex`
* :ref:`modindex`
* :ref:`search`
* :ref:`routingtable`