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        "description": "Daskathon\n=========\n\n|Build Status| |Gitential|\n\n.. |Build Status| image:: https://travis-ci.org/daskos/daskathon.svg\n   :target: https://travis-ci.org/daskos/daskathon\n\n.. |Gitential| image:: https://api.gitential.com/accounts/6/projects/116/badges/coding-hours.svg\n   :alt: Gitential Coding Hours\n   :target: https://gitential.com/accounts/6/projects/116/share?uuid=8e3a1985-db2f-4923-885b-8555047f63be&utm_source=shield&utm_medium=shield&utm_campaign=116\n\nDeploy ``dask-worker`` processes on Marathon in response to load on a Dask\nscheduler.  This creates a Marathon application of dask-worker processes.  It\nwatches a Dask Scheduler object in the local process and, based on current\nrequested load, scales the Marathon application up and down.\n\n\nRun\n---\n\nIt's not yet clear how to expose all of the necessary options to a command line\ninterface.  For now we're doing everything manually.\n\nMake an IOLoop running in a separate thread:\n\n.. code-block:: python\n\n    with MarathonCluster(marathon='http://localhost:8080',\n                         cpus=1, mem=512, adaptive=True) as mc:\n        with Client(mc.scheduler_address) as c:\n            x = c.submit(lambda x: x + 1, 1)\n            assert x.result() == 2\n\n\nCreate a Client and submit work to the scheduler.  Marathon will scale workers\nup and down as neccessary in response to current workload.\n\n.. code-block:: python\n\n   from distributed import Client\n   c = Client(s.address)\n\n   future = c.submit(lambda x: x + 1, 10)\n\n\nTODO\n----\n\n- [x] Deploy the scheduler on the cluster\n- [x] Support a command line interface\n\n\nDocker Testing Harness\n----------------------\n\nThis sets up a docker cluster of one Mesos master and two Mesos agents using\ndocker-compose.\n\n**Requires**:\n\n- docker version >= 1.11.1\n- docker-compose version >= 1.7.1\n\n::\n\n   docker-compose up\n\nRun py.test::\n\n   py.test dask-marathon\n\n\nWeb UIs\n~~~~~~~\n\n- http://localhost:5050/ for Mesos master UI\n- http://localhost:5051/ for the first Mesos agent UI\n- http://localhost:8080/ for Marathon UI\n\n\nHistory\n~~~~~~~\n\nDask-marathon originally forked from https://github.com/mrocklin/dask-marathon\n",
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        "license": "BSD",
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