Coffea-casa is a prototype of an analysis facility that provides services for “low latency columnar analysis,” enabling rapid processing of data in a column-wise fashion.
Coffea-casa Analysis Facility (AF) services, based on Dask and Jupyter Notebook technologies, aim to dramatically lower time for analysis and provide an easily-scalable and user-friendly computational environment that will simplify, facilitate, and accelerate the delivery of HEP results.
The facility is built on top of a Kubernetes cluster and integrates with dedicated resources, with resources allocated via fair share through the local HTCondor system and Nebraska Tier-2.
Note
Coffea-casa is a prototype and is currently in active development: if you had noticed a bug or would like to leave us feedback, we invite you to open an issue directly on GitHub: <https://github.com/CoffeaTeam/coffea-casa/issues>
Why Dask? <https://docs.dask.org/en/latest/why.html> Dask-jobqueue introduction <https://jobqueue.dask.org/en/latest/howitworks.html> Dask-labextention introduction <https://pypi.org/project/dask-labextension/> Coffea Documentation <https://coffeateam.github.io/coffea/>
cc_user.rst cc_user_ssl.rst cc_packages.rst cc_metrics.rst cc_condor.rst cc_issues.rst
Coffea-Casa Template <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/coffea-casa-template.ipynb> Coffea-Casa Analysis Tutorial <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/analysis_tutorial.ipynb> ADL Benchmark 1 <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/example1.ipynb> ADL Benchmark 2 <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/example2.ipynb> ADL Benchmark 3 <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/example3.ipynb> ADL Benchmark 4 <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/example4.ipynb> ADL Benchmark 5 <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/example5.ipynb> ADL Benchmark 6 <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/example6.ipynb> ADL Benchmark 7 <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/example7.ipynb> ADL Benchmark 8 <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/example8.ipynb> Single Top-Higgs Production (tHq) Analysis <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/analysis-casa.ipynb> Single Top-Higgs Production (tHq) Analysis Tutorial <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/analysis_tutorial.ipynb> Coffea + Dask + ServiceX Example <https://github.com/CoffeaTeam/coffea-casa/blob/master/docs/gallery/ttbar_HT.ipynb>
cc_setup.rst cc_configuration.rst
cc_deployment.rst
cc_api.rst
cc_support.rst