distributed-time-series

This repository is for 10605 class project at CMU

Dependencies

Pipenv - a python virtual environment and dependencies manager. Installation on OSX via homebrew:

$ brew install pipenv

Setup

The setup.sh script will unzip the dataset archive and install the python dependencies

$ ./setup.sh

Running the simple tsfresh test

$ pipenv run python ./src/test.py

or:

$ pipenv shell

$ python ./src/test.py

Running UCR experiment

$ pipenv run python ./src/full.py

or:

$ pipenv shell

$ python ./src/full.py

Running timing test experiment

$ pipenv run python ./src/full.py timing

or:

$ pipenv shell

$ python ./src/full.py timing

Generating the heatmaps and box plot.

$ pipenv run python ./src/full.py plots

or:

$ pipenv shell

$ python ./src/full.py plots

Monitoring progress

Both tests take a long time to run. A long, long time. To monitor progress while running:

$ tail -f log.txt