Ubuntu
153 lines
4.9 KiB
Bash
Executable File
153 lines
4.9 KiB
Bash
Executable File
#!/bin/bash
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# 每周数据分析脚本
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# 每周一09:00执行，生成周报并发送到QQBot
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echo "============================================================"
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echo "📊 小红书数据周报分析"
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echo "============================================================"
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echo "执行时间: $(date '+%Y-%m-%d %H:%M:%S')"
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echo ""
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WORK_DIR="/home/ubuntu/.nanobot/workspace/skills/xiaohongshu_integration"
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cd "$WORK_DIR" || exit 1
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# 日志文件
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LOG_DIR="/home/ubuntu/.nanobot/workspace/xiaohongshu_logs"
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mkdir -p "$LOG_DIR"
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LOG_FILE="$LOG_DIR/weekly_analysis_$(date '+%Y%m%d_%H%M%S').log"
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log() {
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local timestamp=$(date '+%Y-%m-%d %H:%M:%S')
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local message="[$timestamp] $1"
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echo "$message"
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echo "$message" >> "$LOG_FILE"
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}
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log "开始每周数据分析"
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# 1. 生成周报
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log "1. 生成7天数据周报..."
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WEEKLY_REPORT=$(python3 data_analyzer.py report --days 7 2>&1)
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REPORT_EXIT_CODE=$?
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if [ $REPORT_EXIT_CODE -eq 0 ]; then
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log "✅ 周报生成成功"
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# 保存周报到文件
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REPORT_FILE="$LOG_DIR/weekly_report_$(date '+%Y%m%d').txt"
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echo "$WEEKLY_REPORT" > "$REPORT_FILE"
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log "周报已保存: $REPORT_FILE"
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# 2. 发送周报到QQBot
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log "2. 发送周报到QQBot..."
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python3 qqbot_integration.py report "$REPORT_FILE" >> "$LOG_FILE" 2>&1
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QQ_REPORT_EXIT_CODE=$?
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if [ $QQ_REPORT_EXIT_CODE -eq 0 ]; then
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log "✅ 周报已发送到QQBot"
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else
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log "⚠️ 发送周报到QQBot失败"
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fi
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else
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log "❌ 周报生成失败"
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echo "$WEEKLY_REPORT" >> "$LOG_FILE"
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fi
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# 3. 生成月报（每月第一天）
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DAY_OF_MONTH=$(date '+%d')
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if [ "$DAY_OF_MONTH" = "01" ]; then
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log "3. 生成30天数据月报..."
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MONTHLY_REPORT=$(python3 data_analyzer.py report --days 30 2>&1)
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if [ $? -eq 0 ]; then
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MONTHLY_FILE="$LOG_DIR/monthly_report_$(date '+%Y%m').txt"
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echo "$MONTHLY_REPORT" > "$MONTHLY_FILE"
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log "✅ 月报已保存: $MONTHLY_FILE"
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# 发送月报到QQBot
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log "发送月报到QQBot..."
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python3 qqbot_integration.py report "$MONTHLY_FILE" >> "$LOG_FILE" 2>&1
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else
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log "❌ 月报生成失败"
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fi
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else
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log "3. 跳过月报生成（非每月第一天）"
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fi
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# 4. 检查A/B测试待处理数据
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log "4. 检查A/B测试待处理数据..."
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PENDING_TESTS=$(python3 image_ab_test.py check 2>&1)
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if echo "$PENDING_TESTS" | grep -q "待检查"; then
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log "⚠️ 发现待处理的A/B测试"
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echo "$PENDING_TESTS" >> "$LOG_FILE"
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# 发送提醒
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ALERT_MESSAGE="发现待处理的A/B测试数据，需要手动检查互动效果"
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python3 -c "
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import sys
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sys.path.append('.')
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from qqbot_integration import QQBotIntegration
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qqbot = QQBotIntegration()
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qqbot.send_cookie_alert('DAILY_REPORT', '$ALERT_MESSAGE', {
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'检查时间': '$(date '+%Y-%m-%d %H:%M:%S')',
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'提醒类型': 'A/B测试数据待处理',
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'建议': '运行: python3 image_ab_test.py check'
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})
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" >> "$LOG_FILE" 2>&1
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else
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log "✅ 无待处理的A/B测试"
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fi
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# 5. 生成A/B测试报告
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log "5. 生成A/B测试报告..."
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AB_TEST_REPORT=$(python3 image_ab_test.py report --days 7 2>&1)
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if [ $? -eq 0 ]; then
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AB_TEST_FILE="$LOG_DIR/ab_test_report_$(date '+%Y%m%d').txt"
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echo "$AB_TEST_REPORT" > "$AB_TEST_FILE"
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log "✅ A/B测试报告已保存: $AB_TEST_FILE"
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# 如果数据足够，发送简要报告
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if echo "$AB_TEST_REPORT" | grep -q "测试数" && echo "$AB_TEST_REPORT" | grep -q "测试数: [0-9]" && [ $(echo "$AB_TEST_REPORT" | grep -o "测试数: [0-9]*" | grep -o "[0-9]*") -gt 5 ]; then
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BRIEF_REPORT="📊 A/B测试周报摘要\n"
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BRIEF_REPORT+=$(echo "$AB_TEST_REPORT" | grep -A5 "推荐风格" | head -10)
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python3 -c "
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import sys
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sys.path.append('.')
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from qqbot_integration import QQBotIntegration
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qqbot = QQBotIntegration()
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qqbot.send_cookie_alert('DAILY_REPORT', '$BRIEF_REPORT', {
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'报告类型': 'A/B测试周报',
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'数据周期': '7天'
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})
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" >> "$LOG_FILE" 2>&1
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fi
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else
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log "⚠️ A/B测试报告生成失败"
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fi
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# 6. 清理旧数据
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log "6. 清理旧数据..."
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find "$LOG_DIR" -name "*.log" -type f -mtime +90 -delete 2>/dev/null || true
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find "$LOG_DIR" -name "weekly_report_*.txt" -type f -mtime +30 -delete 2>/dev/null || true
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find "$LOG_DIR" -name "monthly_report_*.txt" -type f -mtime +180 -delete 2>/dev/null || true
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find "/home/ubuntu/.nanobot/workspace/xiaohongshu_analysis" -name "*.png" -type f -mtime +30 -delete 2>/dev/null || true
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log "旧数据清理完成"
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echo ""
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echo "============================================================"
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echo "🎯 每周数据分析完成"
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echo "============================================================"
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echo "日志文件: $LOG_FILE"
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echo "周报文件: $REPORT_FILE"
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if [ "$DAY_OF_MONTH" = "01" ]; then
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echo "月报文件: $MONTHLY_FILE"
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fi
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echo "A/B测试报告: $AB_TEST_FILE"
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echo "下次执行: 下周一09:00"
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echo "============================================================"
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exit 0 |