1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
|
- #!usr/bin/env python
- # -*- coding: utf-8 -*-
- import os
- import argparse
- import ast
- import sys
- from GANDLF import version
- from GANDLF.cli import generate_metrics, copyrightMessage
- if __name__ == "__main__":
- parser = argparse.ArgumentParser(
- prog="GANDLF_Metrics",
- formatter_class=argparse.RawTextHelpFormatter,
- description="Metrics calculator.\n\n" + copyrightMessage,
- )
- parser.add_argument(
- "-c",
- "--config",
- "--parameters_file",
- metavar="",
- type=str,
- required=True,
- help="The configuration file (contains all the information related to the training/inference session)",
- )
- parser.add_argument(
- "-i",
- "--inputdata",
- "--data_path",
- metavar="",
- type=str,
- required=True,
- help="The CSV file of input data that is used to generate the metrics; should contain 3 columns: 'SubjectID,Target,Prediction'",
- )
- parser.add_argument(
- "-o",
- "--outputfile",
- "--output_path",
- metavar="",
- type=str,
- default=None,
- help="Location to save the output dictionary. If not provided, will print to stdout.",
- )
- parser.add_argument(
- "-v",
- "--version",
- action="version",
- version="%(prog)s v{}".format(version) + "\n\n" + copyrightMessage,
- help="Show program's version number and exit.",
- )
- # This is a dummy argument that exists to trigger MLCube mounting requirements.
- # Do not remove.
- parser.add_argument("-rawinput", "--rawinput", help=argparse.SUPPRESS)
- args = parser.parse_args()
- assert args.config is not None, "Missing required parameter: config"
- assert args.inputdata is not None, "Missing required parameter: inputdata"
- try:
- generate_metrics.generate_metrics_dict(
- args.inputdata,
- args.config,
- args.outputfile,
- )
- except Exception as e:
- sys.exit("ERROR: " + str(e))
- print("Finished.")
|