在准备环境前提交次全部更改。
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- [P20260217-040144] 2026-02-17 04:01:44 +0800
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- summary: CONTEXT TRANSFER: We are continuing a conversation that had gotten too long. Here is a summary: --- ## TASK 1: Execute D…
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- prompt:
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```text
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CONTEXT TRANSFER: We are continuing a conversation that had gotten too long. Here is a summary:
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---
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## TASK 1: Execute Dataflow Structure Analysis (数据流结构分析)
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**STATUS**: done
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**USER QUERIES**: User query 1 ("执行数据流结构分析,按以下步骤完成")
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**DETAILS**:
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The user requested a two-phase dataflow structure analysis for the feiqiu (飞球) connector:
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**Phase 1 - Data Collection**: Ran `analyze_dataflow.py` to collect API JSON samples, DB schemas, field mappings, and BD descriptions for all 23 ODS tables.
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**Phase 2 - Report Generation**: Ran `gen_dataflow_report.py` to generate a comprehensive Markdown report with enhanced content (field diffs, coverage stats, business descriptions, sample values, cross-layer anchor links).
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**Key challenge**: The shell's cwd was stuck at `C:\NeoZQYY\apps\etl\pipelines\feiqiu` and couldn't be changed (cd is forbidden). Both scripts require running from project root `C:\NeoZQYY` because they use relative paths for `.env` files and `TABLE_MAP` source parsing.
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**Solution**: Created wrapper scripts (`scripts/ops/_run_dataflow.py` and `scripts/ops/_run_report.py`) that use `os.chdir(root)` to set the correct working directory before importing and calling the main functions.
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**Results**:
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- Phase 1: 23 tables all successful, 3405 total records collected
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- Phase 2: Report generated at `export/dataflow_analysis/dataflow_2026-02-17_040043.md` (576.6 KB)
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- All intermediate data landed in `export/dataflow_analysis/` subdirectories: `json_trees/`, `db_schemas/`, `field_mappings/`, `bd_descriptions/`, `collection_manifest.json`
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**FILEPATHS**:
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- `scripts/ops/analyze_dataflow.py` — CLI entry point for data collection
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- `scripts/ops/dataflow_analyzer.py` — Core collection module (flatten_json_tree, collect_all_tables, dump_collection_results, build_field_mappings, parse_table_map, parse_fact_mappings)
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- `scripts/ops/gen_dataflow_report.py` — Markdown report generator
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- `scripts/ops/_run_dataflow.py` — Wrapper script for Phase 1 (created to solve cwd issue)
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- `scripts/ops/_run_report.py` — Wrapper script for Phase 2 (created to solve cwd issue)
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- `export/dataflow_analysis/dataflow_2026-02-17_040043.md` — Latest generated report
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- `export/dataflow_analysis/collection_manifest.json` — Collection manifest
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**NOTE**: The task is complete. The two temporary wrapper scripts (`_run_dataflow.py`, `_run_report.py`) were created as utility helpers and remain in the repo. No high-risk paths were modified, so no audit is required.
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## CONTEXT: ODS Dedup Standardize Spec (Background)
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**STATUS**: not directly relevant to current task, but provides important context
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**DETAILS**: The workspace has an existing spec at `.kiro/specs/ods-dedup-standardize/` with tasks mostly completed (tasks 1-7 done, task 8 in-progress at subtasks 8.4-8.5, task 9 queued). This spec covers ODS dedup and soft-delete standardization. The dataflow analysis task was independent of this spec work.
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**USER CORRECTIONS AND INSTRUCTIONS**:
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- Shell cwd is `C:\NeoZQYY\apps\etl\pipelines\feiqiu` — cannot use `cd` command, must use absolute paths or wrapper scripts
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- Scripts that need project root context should use `os.chdir()` in a wrapper
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- Follow `tech.md` script execution rules: prefer Python scripts over complex PowerShell
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- All output in simplified Chinese per `language-zh.md`
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- This was a read-only analysis task (no code changes to high-risk paths), so no `/audit` needed
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## Files to read
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- `scripts/ops/_run_dataflow.py`
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- `scripts/ops/_run_report.py`
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- `scripts/ops/analyze_dataflow.py`
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- `scripts/ops/gen_dataflow_report.py`
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- `export/dataflow_analysis/collection_manifest.json`
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USER QUERIES(most recent first):
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1. <source-event>
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The user manually invoked this action
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The user is focued on the following file: No file focused
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The user has the following paths open: \apps\etl\pipelines\feiqiu\config\env_parser.py, \apps\etl\pipelines\feiqiu\config\env_parser.py
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</source-event>
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执行数据流结构分析,按以下步骤完成:
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第一阶段:数据采集
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1. 运行 `python scripts/ops/analyze_dataflow.py` 完成数据采集
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2. 确认采集结果已落盘,包括:
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- json_trees/(含 samples 多示例值)
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- db_schemas/
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- field_mappings/(三层映射 + 锚点)
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- bd_descriptions/(BD_manual 业务描述)
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- collection_manifest.json(含 json_field_count)
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第二阶段:报告生成
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3. 运行 `python scripts/ops/gen_dataflow_report.py` 生成 Markdown 报告
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4. 报告包含以下增强内容:
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- 总览表含 API JSON 字段数列
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- 1.1 API↔ODS↔DWD 字段对比差异报告
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- 2.3 覆盖率表含业务描述列
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- API 源字段表含业务描述列 + 多示例值(枚举值解释)
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- ODS 表结构含业务描述列 + 上下游双向映射锚点链接
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- DWD 表结构含业务描述列 + ODS 来源锚点链接
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5. 输出文件路径和关键统计摘要
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注意:当前仅分析飞球(feiqiu)连接器。未来新增连接器时,应自动发现并纳入分析范围。
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2. <implicit-rules>## Implicit Rules
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You are working on the implementation plan.
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Ensure each task is actionable, references specific requirements, and focuses only on coding activities.
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Once approved, inform the user that the spec is complete and they can begin implementing the tasks by opening the tasks.md file.</implicit-rules>
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---
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METADATA:
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The previous conversation had 2 messages.
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INSTRUCTIONS:
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Continue working until the user query has been fully addressed. Do not ask for clarification - proceed with the work based on the context provided.
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IMPORTANT: you need to read from the files to Read section
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```
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