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+#!/bin/bash
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+
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+# 数据处理脚本执行脚本
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+# 按顺序执行所有数据处理步骤
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+
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+set -e # 遇到错误立即退出
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+
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+# 获取脚本所在目录的绝对路径
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+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
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+# 项目根目录
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+PROJECT_ROOT="$(cd "$SCRIPT_DIR/../.." && pwd)"
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+
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+echo "=========================================="
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+echo "数据处理流程开始"
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+echo "项目根目录: $PROJECT_ROOT"
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+echo "=========================================="
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+echo ""
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+
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+# 切换到项目根目录
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+cd "$PROJECT_ROOT"
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+
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+# 步骤1: 提取特征分类映射
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+echo "[1/5] 正在提取特征分类映射..."
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+echo " 输入: data/data_1118/过去帖子_pattern聚合结果.json"
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+echo " 输入: data/data_1118/当前帖子_what解构结果/*.json (时间阈值)"
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+echo " 输出: data/data_1118/特征名称_分类映射.json"
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+echo " 输出: data/data_1118/分类层级映射.json"
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+python script/data_processing/extract_feature_categories.py
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+if [ $? -eq 0 ]; then
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+ echo "✓ 特征分类映射提取完成"
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+else
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+ echo "✗ 特征分类映射提取失败"
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+ exit 1
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+fi
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+echo ""
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+
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+# 步骤2: 提取特征帖子来源
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+echo "[2/5] 正在提取特征帖子来源..."
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+echo " 输入: data/data_1118/过去帖子_what解构结果/*.json"
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+echo " 输入: data/data_1118/当前帖子_what解构结果/*.json (时间阈值)"
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+echo " 输出: data/data_1118/特征名称_帖子来源.json"
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+python script/data_processing/extract_features_from_posts.py
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+if [ $? -eq 0 ]; then
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+ echo "✓ 特征帖子来源提取完成"
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+else
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+ echo "✗ 特征帖子来源提取失败"
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+ exit 1
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+fi
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+echo ""
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+
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+# 步骤3: 提取当前帖子解构任务列表
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+echo "[3/5] 正在提取当前帖子解构任务列表..."
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+echo " 输入: data/data_1118/当前帖子_what解构结果/*.json"
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+echo " 输出: data/data_1118/当前帖子_解构任务列表.json"
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+python script/data_processing/extract_current_posts.py
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+if [ $? -eq 0 ]; then
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+ echo "✓ 当前帖子解构任务列表提取完成"
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+else
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+ echo "✗ 当前帖子解构任务列表提取失败"
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+ exit 1
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+fi
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+echo ""
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+
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+# 步骤4: 匹配灵感特征
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+echo "[4/5] 正在匹配灵感特征..."
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+echo " 输入: data/data_1118/当前帖子_解构任务列表.json"
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+echo " 输入: data/data_1118/特征名称_帖子来源.json"
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+echo " 输入: data/data_1118/特征名称_分类映射.json"
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+echo " 输出: data/data_1118/当前帖子_how解构结果/*_how.json"
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+python script/data_processing/match_inspiration_features.py
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+if [ $? -eq 0 ]; then
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+ echo "✓ 灵感特征匹配完成"
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+else
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+ echo "✗ 灵感特征匹配失败"
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+ exit 1
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+fi
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+echo ""
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+
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+# 步骤5: 可视化结果
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+echo "[5/5] 正在生成可视化结果..."
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+echo " 输入: data/data_1118/当前帖子_how解构结果/*.json"
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+echo " 输入: data/data_1118/特征名称_分类映射.json"
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+echo " 输入: data/data_1118/分类层级映射.json"
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+echo " 输出: data/data_1118/当前帖子_how解构结果_可视化.html"
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+python script/data_processing/visualize_how_results.py
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+if [ $? -eq 0 ]; then
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+ echo "✓ 可视化结果生成完成"
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+else
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+ echo "✗ 可视化结果生成失败"
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+ exit 1
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+fi
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+echo ""
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+
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+echo "=========================================="
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+echo "✓ 所有数据处理步骤已完成!"
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+echo "=========================================="
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