OS Copilot 体验心得

import re

# 日志1数据
log1_data = '''2025-01-14T10:00:00 1001 U123 LOGIN SUCCESS
2025-01-14T10:05:00 1002 U124 LOGOUT SUCCESS
2025-01-14T10:10:00 1003 U123 LOGIN FAILURE
2025-01-14T10:20:00 1004 U125 LOGIN SUCCESS
2025-01-14T10:30:00 1005 U126 LOGIN FAILURE
2025-01-14T10:45:00 1006 U123 LOGOUT SUCCESS
2025-01-14T11:00:00 1007 U125 LOGIN FAILURE
2025-01-14T11:15:00 1008 U126 LOGIN SUCCESS
2025-01-14T11:30:00 1009 U127 LOGIN SUCCESS
2025-01-14T12:00:00 1010 U128 LOGIN FAILURE'''

# 日志2数据
log2_data = '''2025-01-14T10:00:00,2001,U123,DATA_PROCESSING,5s,SUCCESS
2025-01-14T10:15:00,2002,U124,MODEL_TRAINING,30s,FAILURE
2025-01-14T10:20:00,2003,U123,MODEL_TRAINING,15s,SUCCESS
2025-01-14T10:45:00,2004,U125,DATA_ANALYSIS,12s,FAILURE
2025-01-14T11:00:00,2005,U126,DATA_CLEANING,8s,SUCCESS
2025-01-14T11:30:00,2006,U127,DATA_PROCESSING,20s,SUCCESS
2025-01-14T11:45:00,2007,U128,MODEL_TRAINING,50s,FAILURE
2025-01-14T12:00:00,2008,U123,DATA_ANALYSIS,10s,SUCCESS
2025-01-14T12:15:00,2009,U124,MODEL_TRAINING,25s,SUCCESS
2025-01-14T12:30:00,2010,U125,DATA_PROCESSING,18s,SUCCESS'''

# 解析日志1
login_success = {}
login_failure = {}
for line in log1_data.split('\n'):
    parts = line.split()
    if len(parts) == 5:
        _, _, user_id, operation, status = parts
        if operation == 'LOGIN':
            if status == 'SUCCESS':
                login_success[user_id] = login_success.get(user_id, 0) + 1
            elif status == 'FAILURE':
                login_failure[user_id] = login_failure.get(user_id, 0) + 1

# 解析日志2
total_tasks = {}
success_tasks = {}
total_time = {}
for line in log2_data.split('\n'):
    parts = line.split(',')
    if len(parts) == 6:
        _, _, user_id, _, time, result = parts
        total_tasks[user_id] = total_tasks.get(user_id, 0) + 1
        if result == 'SUCCESS':
            success_tasks[user_id] = success_tasks.get(user_id, 0) + 1
        # 将时间转换为秒
        time_in_seconds = int(re.sub('[^0-9]', '', time))
        total_time[user_id] = total_time.get(user_id, 0) + time_in_seconds

# 计算结果
results = []
for user_id in set(login_success.keys()).union(set(login_failure.keys())).union(set(total_tasks.keys())):
    success_count = login_success.get(user_id, 0)
    failure_count = login_failure.get(user_id, 0)
    task_count = total_tasks.get(user_id, 0)
    success_task_count = success_tasks.get(user_id, 0)
    average_time = total_time.get(user_id, 0) / task_count if task_count > 0 else 0
    success_rate = success_task_count / task_count if task_count > 0 else 0
    results.append(f'User ID: {user_id}\nLogin Success: {success_count}\nLogin Failure: {failure_count}\nTask Success Rate: {success_rate:.2%}\nAverage Task Time: {average_time:.2f}s\n')

# 输出结果
with open('result.txt', 'w') as f:
    f.writelines(results)