修改实时人数统计代码后Log.csv无法写入的问题求助
问题:修改视频流初始化后Log.csv无法写入数据
我基于GitHub上的People-Counting-in-Real-Time-master项目开发自己的功能,将视频流初始化代码从:
if not args.get("input", False): print("[INFO] Starting the live stream..") vs = VideoStream(config.url).start() time.sleep(2.0)
改为本地摄像头模式:
if not args.get("input", False): print("[INFO] Starting the live stream..") vs = VideoStream(src=0).start() time.sleep(2.0)
之后Log.csv完全无法写入数据。我尝试过两种写入逻辑,均无效:
第一种写入代码:
if config.Log: datetimee = [datetime.datetime.now()] d = [datetimee, empty1, empty, x] export_data = zip_longest(*d, fillvalue = '') with open('Log.csv', 'w', newline='') as myfile: wr = csv.writer(myfile, quoting=csv.QUOTE_ALL) wr.writerow(("End Time", "In", "Out", "Total Inside")) wr.writerows(export_data)
第二种写入代码(判断文件是否存在):
if config.Log: datetimee = [datetime.datetime.now()] d = [datetimee, empty1, empty, x] export_data = zip_longest(*d, fillvalue = '') try: with open('Log.csv', 'r') as check: pass except FileNotFoundError: with open('Log.csv', 'w', newline='') as myfile: wr = csv.writer(myfile, quoting=csv.QUOTE_ALL) wr.writerow(("End Time", "In", "Out", "Total Inside")) wr.writerows(export_data)
距离项目展示仅剩一周,急需解决该问题。
排查与修复方案
1. 先确认写入分支是否被触发
核心问题可能是config.Log未设为True,导致写入代码根本没执行。在写入块开头加调试输出验证:
if config.Log: print("=== 进入Log写入分支 ===") # 调试输出 datetimee = [datetime.datetime.now()] d = [datetimee, empty1, empty, x] export_data = zip_longest(*d, fillvalue = '') with open('Log.csv', 'w', newline='') as myfile: wr = csv.writer(myfile, quoting=csv.QUOTE_ALL) wr.writerow(("End Time", "In", "Out", "Total Inside")) wr.writerows(export_data) print("=== Log写入完成 ===") # 调试输出
如果控制台没出现这两行打印,直接去项目配置文件把Log参数设为True。
2. 修正写入逻辑(适配实时流场景)
原项目的写入逻辑是为视频文件处理设计的(处理完一次性写入),但本地摄像头是实时流,需要调整为追加模式或退出时触发写入:
方案A:实时追加写入(每次计数更新时写入)
把写入封装成函数,在计数逻辑更新后调用:
from datetime import datetime from itertools import zip_longest import csv def write_log(empty1, empty, x): # 检查文件是否存在,不存在则写入表头 file_exists = False try: with open('Log.csv', 'r'): file_exists = True except FileNotFoundError: pass # 用追加模式打开文件,避免覆盖原有数据 with open('Log.csv', 'a', newline='') as myfile: wr = csv.writer(myfile, quoting=csv.QUOTE_ALL) if not file_exists: wr.writerow(("End Time", "In", "Out", "Total Inside")) # 直接写入当前状态(如果empty1/empty/x是单个数值,无需用zip) wr.writerow([datetime.now(), empty1, empty, x]) # 在计数更新的代码块中调用(比如有人进/出后) if config.Log: write_log(empty1, empty, x)
方案B:程序退出时触发写入
捕获Ctrl+C信号,在退出时写入最终日志:
import signal import sys from datetime import datetime from itertools import zip_longest import csv def exit_handler(sig, frame): print("\n程序退出,写入最终日志...") if config.Log: datetimee = [datetime.now()] d = [datetimee, empty1, empty, x] export_data = zip_longest(*d, fillvalue = '') with open('Log.csv', 'w', newline='') as myfile: wr = csv.writer(myfile, quoting=csv.QUOTE_ALL) wr.writerow(("End Time", "In", "Out", "Total Inside")) wr.writerows(export_data) sys.exit(0) # 注册退出信号处理 signal.signal(signal.SIGINT, exit_handler) # 视频流循环逻辑 while True: # 帧处理、计数更新... pass
3. 排查其他常见问题
- 路径问题:Log.csv可能被写入到非预期目录,改用绝对路径测试(比如
C:/your_project/Log.csv或/home/your_user/your_project/Log.csv) - 权限问题:当前用户没有目录写入权限,换个有权限的目录,或用管理员/root权限运行程序
- 变量未初始化:
empty1、empty、x如果是None或空值,会导致写入失败,检查计数逻辑是否正确赋值这三个变量
内容的提问来源于stack exchange,提问作者Zen Rokusyo
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