getCriticalPath.py

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#!/usr/bin/env python3

"""Determine critical path for a given precedence trace."""
 
__author__ = "Illya Shapoval"
 
import argparse
import sys
 
# FIXME: workaround for the old version of networkx in LCG 100
import warnings
 
warnings.filterwarnings("ignore", message='"is" with a literal', category=SyntaxWarning)
 
import networkx as nx
 
 
def get_critical_path(path_to_trace_file):
    """Find critical path, print algorithms on it and its length."""
 
    assert tuple(map(int, nx.__version__.split("."))) >= (
        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, "Run Time (us)")[outNode]
 
    cpath = nx.algorithms.dag.dag_longest_path(trace, weight="Runtime")
 
    print("Algorithms on the critical path (%i): " % len(cpath))
 
    print("  {:<40} Runtime (us)".format("Name"))
    print("  -----------------------------------------------------")
    for node_id in cpath:
        print(
            "  {:<40}: {}".format(
                trace.nodes[node_id].get("Name"),
                trace.nodes[node_id].get("Run Time (us)"),
            )
        )
 
    print(
        "\nTotal critical path time: ",
        nx.algorithms.dag.dag_longest_path_length(trace, weight="Runtime"),
        "us",
    )
 
 
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())