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#!/usr/bin/python3
#
# Copyright (C) 2023 The Android Open Source Project
#
# Licensed under the Apache License, Version 2.0 (the "License"); you may not
# use this file except in compliance with the License. You may obtain a copy of
# the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
# License for the specific language governing permissions and limitations under
# the License.
#
"""Compare failed tests in CTS/VTS test_result.xml.
Given two report files (A and B), this script compare them in two modes:
One-way mode: For all the failed tests in A, list the tests and the results in
both reports.
Two-way mode: For all the tests in A and B, list the tests and the results in
both reports. If a test only exists in one report, show null
in another one.
N-way mode: Summarize each module in all reports. The module with the lowest
pass rate among all reports will be listed at top.
Usage example:
./compare_cts_reports.py -r test_result_1.xml test_result_2.xml
-r test_result_3.xml -m 1 -d output_dir [-o]
For this command line, the script aggregates test_result_1.xml and
test_result_2.xml as one report, and then compare it with test_result_3.xml
under one-way mode. The comparison result is written into output_dir/diff.csv.
./compare_cts_reports.py -f parsed_result -r test_result.xml -m n -d tmp/
For this command line, the script load the report from the directory
parsed_result/, and then summarize the comparison between this report and
test_result.xml.
"""
import argparse
import csv
import json
import os
import re
import tempfile
import aggregate_cts_reports
import parse_cts_report
import constant
def one_way_compare(reports, diff_csv):
"""Compare two reports in One-way Mode.
Given two sets of reports, aggregate them into two reports (A and B).
Then, list all failed tests in A, and show result of the same test in A and B.
Args:
reports: list of reports
diff_csv: path to csv which stores comparison results
"""
report_a = reports[0]
report_b = reports[1]
with open(diff_csv, 'w') as diff_csvfile:
diff_writer = csv.writer(diff_csvfile)
diff_writer.writerow(['module_name', 'abi', 'class_name', 'test_name',
'result in A', 'result in B'])
for keys in report_a.gen_keys_list():
module_name, abi, class_name, test_name = keys
result_in_a = report_a.get_test_status(
module_name, abi, class_name, test_name
)
if parse_cts_report.CtsReport.is_fail(result_in_a):
result_in_b = report_b.get_test_status(
module_name, abi, class_name, test_name
)
diff_writer.writerow(
[module_name, abi, class_name, test_name, result_in_a, result_in_b]
)
def two_way_compare(reports, diff_csv):
"""Compare two reports in Two-way Mode.
Given two sets of reports, aggregate them into two reports (A and B).
Then, list all tests and show the results in A and B. If a test result exists
in only one report, consider the result as NO_DATA in another report.
Args:
reports: list of reports
diff_csv: path to csv which stores comparison results
"""
diff = {}
for i, report in enumerate(reports):
for keys in report.gen_keys_list():
module_name, abi, class_name, test_name = keys
abis = diff.setdefault(module_name, {})
test_classes = abis.setdefault(abi, {})
tests = test_classes.setdefault(class_name, {})
result = report.get_test_status(module_name, abi, class_name, test_name)
if test_name not in tests:
tests[test_name] = [constant.NO_DATA, constant.NO_DATA]
tests[test_name][i] = result
with open(diff_csv, 'w') as diff_csvfile:
diff_writer = csv.writer(diff_csvfile)
diff_writer.writerow(['module_name', 'abi', 'class_name', 'test_name',
'result in A', 'result in B'])
for module_name, abis in diff.items():
for abi, test_classes in abis.items():
for class_name, tests in test_classes.items():
for test_name, results in tests.items():
if results[0] != results[1]:
row = [module_name, abi, class_name, test_name] + results
diff_writer.writerow(row)
def gen_summary_row(reports, module_with_abi, item):
"""Generate one row of diff.csv.
According to module_with_abi and item, find the value of each report and
return as a list.
Args:
reports: list of CtsReport object
module_with_abi: combined module_name and abi
item: the attribute to find in report
Returns:
row: list to write into output file
"""
row = []
abi_with_bracket = re.findall(r'\[[^\[^\]]+\]$', module_with_abi)[0]
module_name = module_with_abi.removesuffix(abi_with_bracket)
abi = abi_with_bracket[1:-1]
for report in reports:
module_summary = (
report.module_summaries[module_name]
if module_name in report.module_summaries
else {}
)
summary = module_summary[abi] if abi in module_summary else None
if not summary:
row.append(0.0 if item == constant.PASS_RATE else 0)
elif item == constant.TESTED_ITEMS:
row.append(summary.tested_items)
elif item == constant.PASS_RATE:
row.append(summary.pass_rate)
elif item in parse_cts_report.CtsReport.STATUS_ORDER:
row.append(summary.counter[item])
else:
raise ValueError(f"Invalid value '{item}' for argument 'item'")
return row
def n_way_compare(reports, diff_csv):
"""Compare multiple reports in N-way Mode.
Given multiple sets of reports, aggregate them into reports. Then, summarize
the results in these reports. Write the summary into diff_csv, where the
module with the lowest pass rate among all reports will be displayed first.
Args:
reports: list of reports
diff_csv: path to csv which stores comparison results
"""
modules_min_rate = {}
report_titles = []
for i, report in enumerate(reports):
device_name = (
f'device_{report.info["build_device"]}'
if 'build_device' in report.info
else f'build_id_{report.info["build_id"]}'
)
report_titles.append(f'{i}_{device_name}')
for module_name, abis in report.module_summaries.items():
for abi, summary in abis.items():
module_with_abi = f'{module_name}[{abi}]'
pass_rate = summary.pass_rate
if module_with_abi not in modules_min_rate:
modules_min_rate[module_with_abi] = pass_rate if i == 0 else 0.0
elif pass_rate < modules_min_rate[module_with_abi]:
modules_min_rate[module_with_abi] = pass_rate
module_names = modules_min_rate.keys()
module_order = sorted(
module_names, key=lambda module_name: modules_min_rate[module_name]
)
items = parse_cts_report.CtsReport.STATUS_ORDER + [
constant.TESTED_ITEMS,
constant.PASS_RATE,
]
with open(diff_csv, 'w') as diff_csvfile:
diff_writer = csv.writer(diff_csvfile)
diff_writer.writerow(['module_with_abi', 'item'] + report_titles)
for module_with_abi in module_order:
for item in items:
row = gen_summary_row(reports, module_with_abi, item)
diff_writer.writerow([module_with_abi, item] + row)
def load_parsed_report(report_dir, ignore_abi=False):
"""Load CtsReport() from a directory that stores a parsed report."""
if not os.path.isdir(report_dir):
raise FileNotFoundError(f'{report_dir} is not a directory')
info_path = os.path.join(report_dir, 'info.json')
result_path = os.path.join(report_dir, 'result.csv')
for f in [info_path, result_path]:
if not os.path.exists(f):
raise FileNotFoundError(f"file {f} doesn't exist.")
with open(info_path, 'r') as info_jsonfile:
info = json.load(info_jsonfile)
report = parse_cts_report.CtsReport(info)
with open(result_path, 'r') as result_csvfile:
report.load_from_csv(result_csvfile, ignore_abi)
return report
def main():
parser = argparse.ArgumentParser()
parser.add_argument('-r', '--report', nargs='+',
dest='cts_reports', action='append',
help=('Path to cts reports. Each flag -r is followed by '
'a group of files to be aggregated as one report.'))
parser.add_argument('-f', '--folder',
dest='cts_reports', action='append',
help=('Path to folder that stores intermediate files '
'of parsed reports.'))
parser.add_argument('--mode', '-m', required=True, choices=['1', '2', 'n'],
help=('Comparison mode. 1: One-way mode. '
'2: Two-way mode. n: N-way mode.'))
parser.add_argument('--output-dir', '-d', required=True,
help='Directory to store output files.')
parser.add_argument('--csv', default='diff.csv', help='Path to csv output.')
parser.add_argument('--output-files', '-o', action='store_true',
help='Output parsed csv files.')
parser.add_argument('--ignore-abi', action='store_true',
help='Ignore the tests ABI while comparing.')
args = parser.parse_args()
mode = args.mode
reports = args.cts_reports
if (mode in ['1', '2']) and (len(reports) != 2):
msg = 'Two sets of reports are required for one-way and two-way mode.'
raise UserWarning(msg)
output_dir = args.output_dir
if not os.path.exists(output_dir):
raise FileNotFoundError(f'Output directory {output_dir} does not exist.')
diff_csv = os.path.join(output_dir, args.csv)
ctsreports = []
ignore_abi = args.ignore_abi
for i, report_path in enumerate(reports):
# path(s) from the `--report` flag is a list
is_report_files = isinstance(report_path, list)
if is_report_files:
report = aggregate_cts_reports.aggregate_cts_reports(
report_path, constant.ALL_TEST_ABIS, ignore_abi)
else:
report = load_parsed_report(report_path, ignore_abi)
if is_report_files and args.output_files:
device_name = report.info['build_device']
sub_dir_name = tempfile.mkdtemp(
prefix=f'{i}_{device_name}_', dir=output_dir
)
report.output_files(sub_dir_name)
ctsreports.append(report)
if args.mode == '1':
one_way_compare(ctsreports, diff_csv)
elif args.mode == '2':
two_way_compare(ctsreports, diff_csv)
elif args.mode == 'n':
n_way_compare(ctsreports, diff_csv)
else:
raise ValueError(f'Unexpected argument for --mode: {args.mode}')
if __name__ == '__main__':
main()
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