examples/plot_predictions.py
#!/usr/bin/env python3
""" Plot DataFrame of simulation checkpoint series
:Author: Arthur Goldberg <Arthur.Goldberg@mssm.edu>
:Date: 2018-05-15
:Copyright: 2018-2020, Karr Lab
:License: MIT
"""
import pandas
import argparse
import sys
import matplotlib.pyplot as plt
def parse_args(cli_args):
""" Parse command line arguments
Returns:
:obj:`argparse.Namespace`: parsed command line arguements
"""
parser = argparse.ArgumentParser(description="Plot multialgorithmic simulation results from dataframe")
parser.add_argument('dataframe_file', type=str,
help="HDF5 file containing multialgorithmic simulation results in a dataframe")
args = parser.parse_args(cli_args)
return args
def plot(args):
store = pandas.HDFStore(args.dataframe_file)
predictions = store.get('dataframe')
predictions.plot()
plt.show()
store.close()
def main():
args = parse_args(sys.argv[1:])
plot(args)
if __name__ == '__main__': # pragma: no cover # run from the command line
try:
main()
except KeyboardInterrupt:
pass