getCriticalPath.py

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#!/usr/bin/env python

"""Determine critical path for a given precedence trace."""

__author__ = "Illya Shapoval"

import sys
import argparse
import networkx as nx


def get_critical_path(path_to_trace_file):
    """Find critical path, print algorithms on it and its length."""

    assert float(
        nx.__version__
    ) >= 2.0, "This script requires Networkx version 2.0 or higher"

    trace = nx.read_graphml(path_to_trace_file)

    for inNode, outNode, edge_attrs in trace.in_edges(data=True):
        edge_attrs['Runtime'] = nx.get_node_attributes(trace,
                                                       'Runtime')[outNode]

    cpath = nx.algorithms.dag.dag_longest_path(trace, weight='Runtime')

    print "Algorithms on the critical path (%i): " % len(cpath)

    print "  {:<40} Runtime (ns)".format("Name")
    print "  -----------------------------------------------------"
    for node_id in cpath:
        print "  {:<40}: {}".format(trace.node[node_id].get('Name'),
                                    trace.node[node_id].get('Runtime'))

    print "\nTotal critical path time: ", nx.algorithms.dag.dag_longest_path_length(
        trace, weight='Runtime'), "ns"


def main():

    parser = argparse.ArgumentParser(
        description=
        "Determine critical path for a precedence trace generated by the Avalanche Scheduler."
    )
    parser.add_argument(
        "path_to_trace_file",
        help="Path to GRAPHML precedence trace file.",
        type=str)
    args = parser.parse_args()

    get_critical_path(args.path_to_trace_file)


if __name__ == '__main__':
    sys.exit(main())