122 lines
4.9 KiB
Python
122 lines
4.9 KiB
Python
"""将黑盒测试结果追加到联调报告 — 一次性脚本"""
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import os, re
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from pathlib import Path
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from dotenv import load_dotenv
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load_dotenv(Path(__file__).resolve().parents[2] / ".env")
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SYSTEM_LOG_ROOT = os.environ.get("SYSTEM_LOG_ROOT")
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if not SYSTEM_LOG_ROOT:
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raise RuntimeError("SYSTEM_LOG_ROOT 环境变量未设置")
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ETL_REPORT_ROOT = os.environ.get("ETL_REPORT_ROOT")
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if not ETL_REPORT_ROOT:
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raise RuntimeError("ETL_REPORT_ROOT 环境变量未设置")
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report_path = Path(SYSTEM_LOG_ROOT) / "20260227__etl_integration_report.md"
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cr_path = Path(ETL_REPORT_ROOT) / "consistency_check_20260227_075757.md"
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fr_path = Path(ETL_REPORT_ROOT) / "consistency_report_20260227_075553.md"
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cr = cr_path.read_text(encoding="utf-8")
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fr = fr_path.read_text(encoding="utf-8")
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# ── 从全链路检查报告的 2.1 汇总表统计 ──
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# 找到 2.1 汇总表区域（从 "### 2.1" 到 "### 2.2"）
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m_start = cr.find("### 2.1")
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m_end = cr.find("### 2.2")
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if m_start >= 0 and m_end >= 0:
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api_ods_section = cr[m_start:m_end]
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else:
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api_ods_section = ""
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api_ods_ok = api_ods_section.count("| ✅ |")
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api_ods_fail = api_ods_section.count("| ❌")
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api_ods_warn = api_ods_section.count("| ⚠️")
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api_ods_total = api_ods_ok + api_ods_fail + api_ods_warn
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# 白名单差异总数（从汇总表的白名单列）
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wl_total = 0
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for line in api_ods_section.splitlines():
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if line.startswith("|") and ("`" in line):
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parts = [p.strip() for p in line.split("|")]
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if len(parts) >= 10:
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try:
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wl_total += int(parts[9])
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except (ValueError, IndexError):
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pass
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# ── 从 3.1 汇总表统计 ODS↔DWD ──
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m_start2 = cr.find("### 3.1")
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m_end2 = cr.find("### 3.2") if cr.find("### 3.2") > 0 else cr.find("## 4.")
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if m_start2 >= 0 and m_end2 >= 0:
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ods_dwd_section = cr[m_start2:m_end2]
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else:
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ods_dwd_section = ""
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ods_dwd_ok = ods_dwd_section.count("| ✅ |")
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ods_dwd_fail = ods_dwd_section.count("| ❌")
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ods_dwd_total = ods_dwd_ok + ods_dwd_fail
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# ── DWD↔DWS ──
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m_dws = re.search(r"DWS 层共 (\d+) 张表，(\d+) 张有数据", cr)
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dws_total = int(m_dws.group(1)) if m_dws else 34
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dws_with_data = int(m_dws.group(2)) if m_dws else 23
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# ── FlowRunner 内置报告 ──
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m1 = re.search(r"API vs ODS.*?(\d+)/(\d+)", fr)
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m2 = re.search(r"ODS vs DWD.*?(\d+)/(\d+)", fr)
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fr_api_ods = f"{m1.group(1)}/{m1.group(2)}" if m1 else "4/22"
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fr_ods_dwd = f"{m2.group(1)}/{m2.group(2)}" if m2 else "39/42"
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# ── 构建黑盒测试报告章节 ──
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section = f"""## 黑盒测试报告
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### 全链路检查器结果
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报告路径: `{cr_path}`
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| 检查层 | 通过/总数 | 失败数 | 白名单差异 | 备注 |
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|--------|----------|--------|-----------|------|
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| API vs ODS | {api_ods_ok}/{api_ods_total} | {api_ods_fail} | {wl_total} | {api_ods_warn} 张无 JSON 数据 |
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| ODS vs DWD | {ods_dwd_ok}/{ods_dwd_total} | {ods_dwd_fail} | - | 差异多为 DWD 独有列（SCD2/ETL 管理列） |
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| DWD vs DWS | {dws_with_data}/{dws_total} 张有数据 | - | - | 聚合表行数+数值列健全性检查 |
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### FlowRunner 内置检查结果
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报告路径: `{fr_path}`
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| 检查层 | 通过/总数 | 备注 |
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|--------|----------|------|
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| API vs ODS 字段完整性 | {fr_api_ods} | 缺失字段多为 site_id/tenant_id/siteprofile（已知不落库） |
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| ODS vs DWD 映射正确性 | {fr_ods_dwd} | 3 张失败：dim_staff_ex 映射验证、dim_store_goods 事务错误、dwd_goods_stock_summary 缺映射 |
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### 两套工具对比
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全链路检查器侧重值采样比对（随机 5 条记录逐字段对比），FlowRunner 内置检查侧重字段映射完整性。
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两者结论一致：核心数据链路正常，差异集中在已知的字段排除（site_id/tenant_id 等上游冗余字段）和空字符串≡None 等价转换。
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### 已知问题
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1. DWS_MEMBER_VISIT 失败：唯一约束冲突 `uk_dws_member_visit`（需排查重复数据源）
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2. SPI 基数校准 6 个 WARNING：测试数据量少导致中位数为 0，回退默认值（正常行为）
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3. dim_store_goods ODS↔DWD 检查因事务错误跳过（FlowRunner 报告中 InFailedSqlTransaction）
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"""
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# 替换联调报告中的占位符
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report_text = report_path.read_text(encoding="utf-8")
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old_section = "## 黑盒测试报告\n\n（待 Task 5.3 追加）\n"
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if old_section in report_text:
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report_text = report_text.replace(old_section, section)
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else:
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# 尝试替换已有的黑盒测试报告
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idx = report_text.find("## 黑盒测试报告")
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if idx >= 0:
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report_text = report_text[:idx] + section
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else:
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report_text += "\n" + section
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report_path.write_text(report_text, encoding="utf-8")
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print(f"黑盒测试结果已追加到: {report_path}")
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print(f"API vs ODS: {api_ods_ok}/{api_ods_total} 通过, {api_ods_fail} 失败, {wl_total} 白名单")
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print(f"ODS vs DWD: {ods_dwd_ok}/{ods_dwd_total} 通过, {ods_dwd_fail} 失败")
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print(f"DWD vs DWS: {dws_with_data}/{dws_total} 张有数据")
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