Scripts to analyze Timeseries

python deps for clustering:

$ sudo apt install liblapack-dev libgfortran-4.8-dev libatlas-base-dev libatlas-dev python-dev python-virtualenv pkg-config libfreetype6-dev gfortran
# for interactive graphs
$ sudo apt-get build-dep python-matplotlib
# setup direnv and then do:
$ pip install -r requirements.txt

Process after measuring stuff

1. preprocess: $ python preprocess.py <measurement>
2. kshape cluster + graphs: $ python cluster.py <measurement>

Granger Causility

1. python causality.py <measurement>
2. python depedencegraph <measurement>/*-causility.tsv

Redis Queue for distributed computing

1. Ensure measurment directory is shared via nfs across the cluster
2. python worker.py on each worker
3. python submit_jobs.py <measurement> #see submit_jobs.py for details