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enginex-ascend-910-vllm/csrc/cmake/scripts/utest/gen_coverage.py

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#!/usr/bin/env python3
# -----------------------------------------------------------------------------------------------------------
# Copyright (c) 2025 Huawei Technologies Co., Ltd.
# This program is free software, you can redistribute it and/or modify it under the terms and conditions of
# CANN Open Software License Agreement Version 2.0 (the "License").
# Please refer to the License for details. You may not use this file except in compliance with the License.
# THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED,
# INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT, MERCHANTABILITY, OR FITNESS FOR A PARTICULAR PURPOSE.
# See LICENSE in the root of the software repository for the full text of the License.
# -----------------------------------------------------------------------------------------------------------
"""
生成覆盖率
"""
import argparse
import dataclasses
import logging
import os
import subprocess
from pathlib import Path
import yaml
class GenCoverage:
@dataclasses.dataclass
class Param:
source_dir: Path | None = None
data_dir: Path | None = None
info_file: Path | None = None
info_file_filtered: Path | None = None
html_report_dir: Path | None = None
filter_str: str = ""
@staticmethod
def get_exclude_paths_from_yaml(yaml_path: Path):
with open(yaml_path, encoding="utf-8") as file:
data = yaml.safe_load(file)
exclude_paths = set()
def extract_from_dict(obj, current_key=None):
if isinstance(obj, dict):
if "exclude" in obj and isinstance(obj["exclude"], list):
for path in obj["exclude"]:
exclude_paths.add(path)
if "ut_cov_exclude" in obj and isinstance(obj["ut_cov_exclude"], list):
for path in obj["ut_cov_exclude"]:
exclude_paths.add(path)
# 递归处理所有值
for key, value in obj.items():
extract_from_dict(value, key)
elif isinstance(obj, list):
for item in obj:
extract_from_dict(item, current_key)
extract_from_dict(data)
return exclude_paths
def init_filter_str(self, fs: list[list[str]] | None):
if not fs:
return
for fl in fs:
self.filter_str += f"{fl[0]} "
def init_filter_str_from_yaml(self, source_dir: Path, yaml_path: Path):
exclude_paths = self.get_exclude_paths_from_yaml(yaml_path)
for path in sorted(exclude_paths):
if path.startswith("*"):
lcov_path = path
else:
full_path = source_dir / Path(path)
if full_path.is_dir():
lcov_path = f"{full_path}/*"
else:
lcov_path = f"{full_path}"
self.filter_str += f"{lcov_path} "
@classmethod
def main(cls):
# 参数注册
parser = argparse.ArgumentParser(description="Generate Coverage", epilog="Best Regards!")
parser.add_argument(
"-s",
"--source_base_dir",
required=True,
nargs=1,
type=Path,
help="Explicitly specify the source base directory.",
)
parser.add_argument(
"-c",
"--coverage_data_dir",
required=True,
nargs=1,
type=Path,
help="Explicitly specify the *.da's base directory.",
)
parser.add_argument(
"-i", "--info_file", required=False, nargs=1, type=Path, help="Explicitly specify coverage info file path."
)
# 考虑最低支持 Python 版本为 3.7, 此处用 append 而非 extend
parser.add_argument(
"-f",
"--filter",
required=False,
action="append",
nargs="*",
type=str,
help="Explicitly specify filter file/dir in coverage info.",
)
parser.add_argument(
"-y",
"--yaml",
required=False,
nargs=1,
type=Path,
help="Explicitly specify filter file/dir from tests/test_config.yaml.",
)
parser.add_argument(
"--html_report", required=False, nargs=1, type=Path, help="Explicitly specify coverage html report dir."
)
# 参数解析, 默认值处理
p = cls.Param()
args = parser.parse_args()
p.source_dir = Path(args.source_base_dir[0]).absolute()
p.data_dir = Path(args.coverage_data_dir[0]).absolute()
if args.info_file:
p.info_file = Path(args.info_file[0]).absolute()
p.info_file_filtered = Path(p.info_file.parent, f"{p.info_file.stem}_filtered{p.info_file.suffix}")
else:
p.info_file = Path(p.data_dir, "cov_result/coverage.info")
p.info_file_filtered = p.info_file
p.html_report_dir = args.html_report[0] if args.html_report else Path(p.info_file.parent, "html_report")
p.html_report_dir = Path(p.html_report_dir).absolute()
p.init_filter_str(fs=args.filter)
p.init_filter_str_from_yaml(source_dir=p.source_dir, yaml_path=args.yaml[0]) if args.yaml else None
logging.debug("[DEBUG] filter_str=%s", p.filter_str)
# 参数检查
if not p.data_dir.exists():
logging.error("[ERROR] The dir(%s) required to find the .da files not exist.", p.data_dir)
exit(1)
if not p.info_file.exists():
p.info_file.parent.mkdir(parents=True, exist_ok=True)
if not p.html_report_dir.exists():
p.html_report_dir.mkdir(parents=True, exist_ok=True)
# 环境检查
if not cls._chk_env():
exit(1)
# 生成覆盖率数据
cls._gen_cov(param=p)
@classmethod
def _chk_env(cls):
try:
ret = subprocess.run(["lcov", "--version"], capture_output=True, check=True, encoding="utf-8")
ret.check_returncode()
except FileNotFoundError:
logging.error("[ERROR] lcov is required to generate coverage data, please install.")
return False
try:
ret = subprocess.run(["genhtml", "--version"], capture_output=True, check=True, encoding="utf-8")
ret.check_returncode()
except FileNotFoundError:
logging.error("[ERROR] genhtml is required to generate coverage html report, please install.")
return False
return True
@classmethod
def _gen_cov(cls, param: Param):
"""
使用 lcov 生成覆盖率
"""
# 当 log 等级小于 INFO 时lcov 不带 -q 标签
lcov_log_tag = "" if logging.getLogger().level <= logging.INFO else "-q"
logging.critical("================================================================================")
logging.critical("Coverage Report")
logging.critical("================================================================================")
# 生成覆盖率
cmd = f"lcov -c -d {param.data_dir} -o {param.info_file} {lcov_log_tag}"
logging.debug("[DEBUG] Generate origin coverage file, cmd=`%s`", cmd)
ret = subprocess.run(cmd.split(), capture_output=False, check=True, encoding="utf-8")
ret.check_returncode()
if param.info_file.stat().st_size == 0:
logging.critical("No file found in origin coverage file.")
return
logging.debug("[DEBUG] Generated origin coverage file %s", param.info_file)
# 滤掉某些文件/路径的覆盖率信息
cmd = f"lcov --remove {param.info_file} {param.filter_str} -o {param.info_file_filtered} {lcov_log_tag}"
logging.debug("[DEBUG] Generate filtered coverage file, cmd=`%s`", cmd)
ret = subprocess.run(cmd.split(), capture_output=False, check=True, encoding="utf-8")
ret.check_returncode()
logging.debug("[DEBUG] Generated filtered coverage file %s", param.info_file_filtered)
logging.info("[INFO] Generated coverage result in %s", os.path.dirname(param.info_file))
if param.info_file_filtered.stat().st_size == 0:
logging.critical("No file found in filtered coverage file.")
return
# 生成 html 报告
sub_cmd_prefix = f"-p {param.source_dir}" if param.source_dir else ""
cmd = f"genhtml {param.info_file_filtered} {sub_cmd_prefix} -o {param.html_report_dir} {lcov_log_tag}"
logging.debug("[DEBUG] Generate filtered coverage html report, cmd=`%s`", cmd)
ret = subprocess.run(cmd.split(), capture_output=False, check=True, encoding="utf-8")
ret.check_returncode()
logging.info("[INFO] Generated filtered coverage html report. %s", param.html_report_dir)
# 输出覆盖率数据到终端
cmd = f"lcov --list {param.info_file_filtered}"
ret = subprocess.run(cmd.split(), capture_output=False, check=True, encoding="utf-8")
logging.critical("================================================================================")
ret.check_returncode()
if __name__ == "__main__":
# 将环境变量中的 ASCEND_GLOBAL_LOG_LEVEL 换算成 python 的 log 等级
log_level = (int(os.getenv("ASCEND_GLOBAL_LOG_LEVEL", "3")) + 1) * 10
logging.basicConfig(format="[%(asctime)s] %(message)s", datefmt="%Y-%m-%d %H:%M:%S", level=log_level)
GenCoverage.main()