测量python线程的覆盖率

Question

我试图使用使用python threading模块创建的线程的代码来度量代码覆盖率。我正在使用coverage来测量覆盖率。但是，我无法获得在线程中运行的代码来进行度量。我试着跟踪关于覆盖文档的建议，以度量子进程中的覆盖率，但没有运气。

下面是一个最小的示例文件untitled.py

import time, threading
import numpy as np


def thread():
    print(f'{threading.get_ident()}: started thread')
    time.sleep(np.random.uniform(1, 10))
    print(f'{threading.get_ident()}: done')

    
def run_threads():
    threads = [threading.Thread(target=thread)]
    for t in threads:
        t.start()
        
    print('started all threads')
        
    for t in threads:
        t.join()
        
    print('all threads done')


if __name__ == '__main__':
    
    run_threads()

> coverage run untitled.py
139952541644544: started thread
started all threads
139952541644544: done
all threads done
> coverage combine
Combined data file .coverage.248973.677959
> coverage report -m
Name          Stmts   Miss  Cover   Missing
-------------------------------------------
untitled.py      14      3    79%   6-8
-------------------------------------------
TOTAL            14      3    79%
> 

如您所见，第6-8行( thread()函数)被执行，但没有测量。

对于上下文，我在linux上运行，Python3.9.0，coverage 6.2。该目录包含以下.coveragerc文件：

# .coveragerc to control coverage.py
[run]
source = ./
parallel = True
concurrency = multiprocessing

[report]
# Regexes for lines to exclude from consideration
exclude_lines =
    # Have to re-enable the standard pragma
    pragma: no cover

    # Don't complain about missing debug-only code:
    def __repr__
    if self\.debug

    # Don't complain if tests don't hit defensive assertion code:
    raise AssertionError
    raise NotImplementedError

    # Don't complain if non-runnable code isn't run:
    if 0:
    if __name__ == .__main__.:

我非常感谢任何建议！

Answer 1

您需要指定“线程”作为并发设置的一部分：

concurrency = multiprocessing,thread

我不确定你需要多处理。您的示例程序不使用它，也许您真正的程序也不使用它。