此时我们只需要在conftest文件下加如下钩子函数就可以完美解决:

@pytest.mark.hookwrapper
def pytest_runtest_makereport(item, call):
    outcome = yield
    report = outcome.get_result()
    report.description = str(item.function.__doc__)
    report.nodeid = report.nodeid.encode("utf-8").decode("unicode_escape")  # 设置编码显示中文