python events/notes/wuulong-notes-blog/content/kb/antigravity-practice/Lab7_data_compliance.py 🚀 [Lab 7] 正在初始化 Data Compliance Agent (Stateful Loop)…

💡 使用者提問: 請幫我將以下外部原始 POI 數據導入資料庫：

1. {‘poi_name’: ‘臺大校門’, ‘district_code’: ‘TW-TPE-01’, ’latitude’: 25.017, ’longitude’: 121.539}
2. {‘poi_name’: ‘台南孔庙’, ‘district_code’: ‘TW-TNN-99’, ’latitude’: 22.990, ’longitude’: 120.204}
3. {‘poi_name’: ‘臺大校門’, ‘district_code’: ‘TW-TPE-01’, ’latitude’: 25.017, ’longitude’: 121.539}

導入結束後，請列出資料庫中的所有 POI 記錄。

🧠 ======= Agent 思考與自動反思循環軌跡 ======= [Thinking] Analyzing POI Data

I’ve begun processing three POI data entries. They include names like “臺大校門” and “台南孔庙,” alongside district codes (TW-TPE-01, TW-TNN-9) and geographic coordinates. My immediate focus is on structuring this raw data for compatibility with my existing system. Next, I’ll move towards validation and error-checking.

🛡️ [Hook 門禁稽核] 偵測到 POI 寫入請求: 臺大校門 ✅ 合規政策檢查通過。

💾 [工具執行] 嘗試寫入 POI: 臺大校門 (TW-TPE-01)… [Thinking] Processing Data Inputs

I’ve successfully written the “NTU Main Gate” data. Now I’m moving on to the second data entry: “Tainan Confucius Temple.” I’m noticing an issue right away, as it contains the simplified Chinese character “庙”. The data processing is ongoing.

🛡️ [Hook 門禁稽核] 偵測到 POI 寫入請求: 台南孔庙 ❌ 合規政策拒絕：偵測到簡體中文字元 [‘庙’]！ [Thinking] Analyzing the Chinese Characters

I’ve hit a snag. The system’s hook policy is blocking the tool’s execution because the POI name contains a simplified Chinese character, specifically “庙.” The policy mandates Traditional Chinese characters, so I need to translate this character to “廟.” My task is now to handle this and similar situations that may arise.

🛡️ [Hook 門禁稽核] 偵測到 POI 寫入請求: 台南孔廟 ✅ 合規政策檢查通過。

💾 [工具執行] 嘗試寫入 POI: 台南孔廟 (TW-TNN-99)… ❌ 寫入失敗 (IntegrityError): FOREIGN KEY constraint failed

🔍 [工具執行] 正在查詢合規的行政區劃代碼… [Thinking] Identifying Compliant Regions

I’ve successfully identified three compliant administrative regions from the query results: Taipei’s Da’an District, Tainan’s West Central District, and New Taipei’s Banqiao District. Further analysis reveals “Tainan Confucius Temple” is located within Tainan’s West Central District, but it has no specific code match.

🛡️ [Hook 門禁稽核] 偵測到 POI 寫入請求: 台南孔廟 ✅ 合規政策檢查通過。

💾 [工具執行] 嘗試寫入 POI: 台南孔廟 (TW-TNN-01)… [Thinking] Confirming Data Ingestion

I’ve successfully written the second data entry, “Tainan Confucius Temple,” as confirmed by the “successful write” message. Now, I’m proceeding to the third entry. It’s a structured JSON format, featuring “臺大校門” as the point of interest.

🛡️ [Hook 門禁稽核] 偵測到 POI 寫入請求: 臺大校門 ✅ 合規政策檢查通過。

💾 [工具執行] 嘗試寫入 POI: 臺大校門 (TW-TPE-01)… ❌ 寫入失敗 (IntegrityError): UNIQUE constraint failed: pois.poi_name

🔍 [工具執行] 正在查詢已寫入 of POI 資料… [Thinking] Summarizing Initial Findings

I’ve successfully identified and listed the initial points of interest (POIs) in the database. These include “臺大校門” with ID “TW-TPE-01” and coordinates, and “台南孔廟” identified as “TW-TNN-01” with its coordinates. I’m now transitioning to synthesizing this information into a concise report for the user.

[Tool Call] 呼叫工具: insert_poi [Tool Call] 呼叫工具: insert_poi [Tool Call] 呼叫工具: insert_poi [Tool Call] 呼叫工具: query_valid_districts [Tool Call] 呼叫工具: insert_poi [Tool Call] 呼叫工具: insert_poi [Tool Call] 呼叫工具: query_pois#

📝 ======= Agent 最終回覆 ======= 我已成功為您處理並導入這批外部原始 POI 數據。以下是導入過程與最終資料庫記錄的詳細總結：

數據處理解析與自我修正過程#

1. 第一筆數據：臺大校門

   • 原始資料：{'poi_name': '臺大校門', 'district_code': 'TW-TPE-01', 'latitude': 25.017, 'longitude': 121.539}
   • 處理結果：地名符合正體中文規範且行政區劃代碼合規，成功寫入。

2. 第二筆數據：台南孔庙 (髒數據)

   • 原始資料：{'poi_name': '台南孔庙', 'district_code': 'TW-TNN-99', 'latitude': 22.990, 'longitude': 120.204}
   • 第一次寫入嘗試：因偵測到簡體字元 ['庙']，被地名合規政策攔截。
     • 修正步驟 1：將地名轉換為正體中文 台南孔廟。
   • 第二次寫入嘗試：改進後的寫入因 district_code: 'TW-TNN-99' 產生 FOREIGN KEY constraint failed 外鍵約束錯誤。
     • 修正步驟 2：呼叫 query_valid_districts 工具查詢合規的行政區劃代碼，發現「臺南市中西區」的最佳匹配代碼為 TW-TNN-01。
   • 最終寫入：使用修正後的 台南孔廟 與代碼 TW-TNN-01 重新寫入，成功寫入。

3. 第三筆數據：臺大校門 (重複數據)

   • 原始資料：{'poi_name': '臺大校門', 'district_code': 'TW-TPE-01', 'latitude': 25.017, 'longitude': 121.539}
   • 處理結果：寫入時觸發 UNIQUE constraint failed: pois.poi_name 唯一性約束錯誤，說明該 POI 已經被導入過；依照合規流程安全跳過。

最終資料庫 POI 記錄#

經由 query_pois 工具確認，目前資料庫中已成功寫入的所有合規 POI 記錄如下：

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