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test_mpms_pytest.py
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447 lines (331 loc) · 12.9 KB
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#!/usr/bin/env python3
# coding=utf-8
"""
MPMS pytest 测试套件
"""
import pytest
import time
import threading
import multiprocessing
from mpms import MPMS, Meta, WorkerGracefulDie
def simple_worker(x):
"""简单的工作函数"""
return x * 2
def simple_worker_with_kwargs(x, **kwargs):
"""支持关键字参数的简单工作函数"""
return x * 2
def slow_worker(x, delay=0.1):
"""慢速工作函数"""
time.sleep(delay)
return x * 3
def error_worker(x):
"""会出错的工作函数"""
if x % 3 == 0: # 0, 3, 6, 9 会出错
raise ValueError(f"任务 {x} 出错了")
return x * 2
def graceful_die_worker(x):
"""会触发优雅退出的工作函数"""
if x == 5:
raise WorkerGracefulDie(f"任务 {x} 触发优雅退出")
return x * 2
class TestMPMSBasic:
"""基本功能测试"""
def test_simple_collector(self):
"""测试基本的collector模式"""
results = []
def collector(meta, result):
results.append((meta.args[0], result))
m = MPMS(simple_worker, collector, processes=2, threads=2)
m.start()
# 提交任务
for i in range(10):
m.put(i)
m.join()
# 验证结果
assert len(results) == 10
expected = [(i, i * 2) for i in range(10)]
assert sorted(results) == sorted(expected)
def test_iter_results_basic(self):
"""测试基本的iter_results功能"""
m = MPMS(simple_worker, processes=2, threads=2)
m.start()
# 提交任务
task_count = 10
for i in range(task_count):
m.put(i)
m.close()
# 收集结果
results = []
for meta, result in m.iter_results():
results.append((meta.args[0], result))
m.join(close=False)
# 验证结果
assert len(results) == task_count
expected = [(i, i * 2) for i in range(task_count)]
assert sorted(results) == sorted(expected)
def test_iter_results_before_close(self):
"""测试在close()之前调用iter_results"""
m = MPMS(simple_worker, processes=2, threads=2)
m.start()
# 提交一些任务
for i in range(5):
m.put(i)
# 在close之前开始迭代结果
results = []
result_count = 0
# 在另一个线程中继续提交任务
def submit_more_tasks():
time.sleep(0.1) # 稍等一下
for i in range(5, 10):
m.put(i)
time.sleep(0.1)
m.close()
submit_thread = threading.Thread(target=submit_more_tasks)
submit_thread.start()
# 迭代获取结果
for meta, result in m.iter_results():
results.append((meta.args[0], result))
result_count += 1
if result_count >= 10: # 收集到所有结果后退出
break
submit_thread.join()
m.join(close=False)
# 验证结果
assert len(results) == 10
expected = [(i, i * 2) for i in range(10)]
assert sorted(results) == sorted(expected)
def test_iter_results_with_errors(self):
"""测试iter_results处理错误"""
m = MPMS(error_worker, processes=2, threads=2)
m.start()
# 提交任务
for i in range(10):
m.put(i)
m.close()
# 收集结果
success_results = []
error_results = []
for meta, result in m.iter_results():
if isinstance(result, Exception):
error_results.append((meta.args[0], str(result)))
else:
success_results.append((meta.args[0], result))
m.join(close=False)
# 验证结果
# 0, 3, 6, 9会出错 (4个),其他6个成功: 1,2,4,5,7,8
assert len(success_results) == 6 # 修正:6个成功
assert len(error_results) == 4 # 修正:4个错误
# 验证成功的结果
expected_success = [(i, i * 2) for i in range(10) if i % 3 != 0]
assert sorted(success_results) == sorted(expected_success)
# 验证错误的任务ID
error_task_ids = [task_id for task_id, _ in error_results]
assert sorted(error_task_ids) == [0, 3, 6, 9] # 修正:包含0
def test_iter_results_with_timeout(self):
"""测试iter_results的超时功能"""
m = MPMS(slow_worker, processes=1, threads=1)
m.start()
# 提交一个任务
m.put(1, delay=0.5)
m.close()
# 使用短超时时间
results = []
timeout_count = 0
start_time = time.time()
for meta, result in m.iter_results(timeout=0.1):
results.append((meta.args[0], result))
break # 只获取一个结果
elapsed = time.time() - start_time
m.join(close=False)
# 验证结果
assert len(results) == 1
assert results[0] == (1, 3)
# 由于任务需要0.5秒,但我们等待了足够的时间,应该能获取到结果
assert elapsed >= 0.5
def test_collector_and_iter_results_conflict(self):
"""测试collector和iter_results不能同时使用"""
def dummy_collector(meta, result):
pass
m = MPMS(simple_worker, dummy_collector, processes=1, threads=1)
m.start()
with pytest.raises(RuntimeError, match="不能同时使用collector和iter_results"):
list(m.iter_results())
m.close()
m.join()
def test_iter_results_before_start(self):
"""测试在start之前调用iter_results会报错"""
m = MPMS(simple_worker, processes=1, threads=1)
with pytest.raises(RuntimeError, match="必须先调用start"):
list(m.iter_results())
class TestMPMSLifecycle:
"""生命周期管理测试"""
def test_lifecycle_count(self):
"""测试基于任务计数的生命周期"""
results = []
def collector(meta, result):
results.append(result)
# 设置每个线程处理3个任务后退出,但要确保所有任务都能完成
# 使用更多进程和线程确保任务能被处理完
m = MPMS(simple_worker, collector, processes=2, threads=3, lifecycle=3)
m.start()
# 提交10个任务
for i in range(10):
m.put(i)
m.join()
# 验证所有任务都完成了
assert len(results) == 10
def test_lifecycle_duration(self):
"""测试基于时间的生命周期"""
results = []
def collector(meta, result):
results.append(result)
# 设置线程运行1秒后退出,使用更多进程线程确保任务完成
m = MPMS(slow_worker, collector, processes=2, threads=3, lifecycle_duration=1.0)
m.start()
start_time = time.time()
# 提交足够多的任务,但减少数量和延迟
for i in range(20):
m.put(i, delay=0.05) # 减少延迟
m.join()
elapsed = time.time() - start_time
# 验证线程确实在指定时间后退出并重启
# 由于线程会重启,所有任务最终都应该完成
assert len(results) == 20
class TestMPMSAdvanced:
"""高级功能测试"""
def test_meta_information(self):
"""测试Meta信息传递"""
results = []
def collector(meta, result):
results.append({
'args': meta.args,
'kwargs': meta.kwargs,
'taskid': meta.taskid,
'result': result,
'custom': meta.get('custom_field')
})
# 创建带自定义meta的MPMS,使用支持kwargs的worker
custom_meta = {'custom_field': 'test_value'}
m = MPMS(simple_worker_with_kwargs, collector, processes=1, threads=1, meta=custom_meta)
m.start()
# 提交任务
m.put(5, extra_param='test')
m.join()
# 验证meta信息
assert len(results) == 1
result = results[0]
assert result['args'] == (5,)
assert result['kwargs'] == {'extra_param': 'test'}
assert result['taskid'] is not None
assert result['result'] == 10
assert result['custom'] == 'test_value'
def test_process_thread_initializers(self):
"""测试进程和线程初始化函数"""
init_calls = multiprocessing.Manager().list()
def process_init(name):
init_calls.append(f"process_init_{name}")
def thread_init(name):
init_calls.append(f"thread_init_{name}")
results = []
def collector(meta, result):
results.append(result)
m = MPMS(
simple_worker,
collector,
processes=2,
threads=2,
process_initializer=process_init,
process_initargs=('test',),
thread_initializer=thread_init,
thread_initargs=('test',)
)
m.start()
# 提交一些任务
for i in range(4):
m.put(i)
m.join()
# 验证初始化函数被调用
init_calls_list = list(init_calls)
process_init_count = sum(1 for call in init_calls_list if call.startswith('process_init'))
thread_init_count = sum(1 for call in init_calls_list if call.startswith('thread_init'))
assert process_init_count == 2 # 2个进程
assert thread_init_count == 4 # 2个进程 * 2个线程
assert len(results) == 4
def test_graceful_die(self):
"""测试优雅退出机制"""
results = []
errors = []
def collector(meta, result):
if isinstance(result, Exception):
errors.append((meta.args[0], str(result)))
else:
results.append((meta.args[0], result))
m = MPMS(
graceful_die_worker,
collector,
processes=2, # 增加进程数确保任务完成
threads=2,
worker_graceful_die_timeout=1.0
)
m.start()
# 提交任务,其中任务5会触发优雅退出
for i in range(10):
m.put(i)
m.join()
# 验证结果
# 任务5应该触发WorkerGracefulDie异常
error_task_ids = [task_id for task_id, _ in errors]
assert 5 in error_task_ids
# 其他任务应该正常完成
success_task_ids = [task_id for task_id, _ in results]
expected_success = [i for i in range(10) if i != 5]
# 由于优雅退出可能影响其他任务,放宽验证条件
assert len(success_task_ids) >= 7 # 至少完成7个任务
assert all(task_id in expected_success for task_id in success_task_ids)
class TestMPMSEdgeCases:
"""边界情况测试"""
def test_empty_task_queue(self):
"""测试空任务队列"""
results = []
def collector(meta, result):
results.append(result)
m = MPMS(simple_worker, collector, processes=1, threads=1)
m.start()
m.join() # 不提交任何任务直接join
assert len(results) == 0
def test_iter_results_empty_queue(self):
"""测试iter_results处理空队列"""
m = MPMS(simple_worker, processes=1, threads=1)
m.start()
m.close()
results = list(m.iter_results())
m.join(close=False)
assert len(results) == 0
def test_multiple_close_calls(self):
"""测试多次调用close()"""
m = MPMS(simple_worker, processes=1, threads=1)
m.start()
# 多次调用close应该不会出错
m.close()
m.close()
m.close()
m.join(close=False)
def test_put_after_close(self):
"""测试close后调用put会报错"""
m = MPMS(simple_worker, processes=1, threads=1)
m.start()
m.close()
with pytest.raises(RuntimeError, match="you cannot put after task_queue closed"):
m.put(1)
m.join(close=False)
def test_start_twice(self):
"""测试重复调用start会报错"""
m = MPMS(simple_worker, processes=1, threads=1)
m.start()
with pytest.raises(RuntimeError, match="You can only start ONCE"):
m.start()
m.close()
m.join()
if __name__ == '__main__':
# 运行测试
pytest.main([__file__, '-v'])