Utilities for expanding dask-jobqueue with appropriate settings for NCAR's clusters
Project description
Utilities for expanding dask-jobqueue with appropriate settings for NCAR’s clusters.
Supported clusters:
- Cheyenne
- Casper (DAV)
- CGD’s Hobart
Installation
ncar-jobqueue can be installed from PyPI with pip:
pip install ncar-jobqueue
Usage
Casper
>>> from ncar_jobqueue import NCARCluster >>> from dask.distributed import Client >>> cluster = NCARCluster() >>> cluster NCARCluster(cores=0, memory=0 B, workers=0/0, jobs=0/0) >>> cluster.scale(2) >>> cluster NCARCluster(cores=2, memory=50.00 GB, workers=2/2, jobs=2/2) >>> client = Client(cluster)
Cheyenne
>>> from ncar_jobqueue import NCARCluster >>> from dask.distributed import Client >>> cluster = NCARCluster() >>> cluster NCARCluster(cores=0, memory=0 B, workers=0/0, jobs=0/0) >>> cluster.scale(2) >>> cluster NCARCluster(cores=72, memory=218.00 GB, workers=2/2, jobs=2/2) >>> client = Client(cluster)
Hobart
>>> from ncar_jobqueue import NCARCluster >>> from dask.distributed import Client >>> cluster = NCARCluster() >>> cluster NCARCluster(cores=0, memory=0 B, workers=0/0, jobs=0/0) >>> cluster.scale(2) >>> cluster NCARCluster(cores=96, memory=192.00 GB, workers=2/2, jobs=2/2) >>> client = Client(cluster)
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