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ragflow/tools/es-to-oceanbase-migration/uv.lock
Se7en 332b11cf96 feat(tools): add Elasticsearch to OceanBase migration tool (#12927) 
### What problem does this PR solve?

fixes https://github.com/infiniflow/ragflow/issues/12774

Add a CLI tool for migrating RAGFlow data from Elasticsearch to
OceanBase, enabling users to switch their document storage backend.

- Automatic discovery and migration of all `ragflow_*` indices
- Schema conversion with vector dimension auto-detection
- Batch processing with progress tracking and resume capability
- Data consistency validation and migration report generation

**Note**: Due to network issues, I was unable to pull the required
Docker images (Elasticsearch, OceanBase) to run the full end-to-end
verification. Unit tests have been verified to pass. I will complete the
e2e verification when network conditions allow, and submit a follow-up
PR if any fixes are needed.

```bash
============================= test session starts ==============================
platform darwin -- Python 3.13.6, pytest-9.0.2, pluggy-1.6.0
rootdir: /Users/sevenc/code/ai/oceanbase/ragflow/tools/es-to-oceanbase-migration
configfile: pyproject.toml
testpaths: tests
plugins: anyio-4.12.1, asyncio-1.3.0, cov-7.0.0
collected 86 items

tests/test_progress.py::TestMigrationProgress::test_create_basic_progress PASSED [  1%]
tests/test_progress.py::TestMigrationProgress::test_create_progress_with_counts PASSED [  2%]
tests/test_progress.py::TestMigrationProgress::test_progress_default_values PASSED [  3%]
tests/test_progress.py::TestMigrationProgress::test_progress_status_values PASSED [  4%]
tests/test_progress.py::TestProgressManager::test_create_progress_manager PASSED [  5%]
tests/test_progress.py::TestProgressManager::test_create_progress_manager_creates_dir PASSED [  6%]
tests/test_progress.py::TestProgressManager::test_create_progress PASSED [  8%]
tests/test_progress.py::TestProgressManager::test_save_and_load_progress PASSED [  9%]
tests/test_progress.py::TestProgressManager::test_load_nonexistent_progress PASSED [ 10%]
tests/test_progress.py::TestProgressManager::test_delete_progress PASSED [ 11%]
tests/test_progress.py::TestProgressManager::test_update_progress PASSED [ 12%]
tests/test_progress.py::TestProgressManager::test_update_progress_multiple_batches PASSED [ 13%]
tests/test_progress.py::TestProgressManager::test_mark_completed PASSED  [ 15%]
tests/test_progress.py::TestProgressManager::test_mark_failed PASSED     [ 16%]
tests/test_progress.py::TestProgressManager::test_mark_paused PASSED     [ 17%]
tests/test_progress.py::TestProgressManager::test_can_resume_running PASSED [ 18%]
tests/test_progress.py::TestProgressManager::test_can_resume_paused PASSED [ 19%]
tests/test_progress.py::TestProgressManager::test_can_resume_completed PASSED [ 20%]
tests/test_progress.py::TestProgressManager::test_can_resume_nonexistent PASSED [ 22%]
tests/test_progress.py::TestProgressManager::test_get_resume_info PASSED [ 23%]
tests/test_progress.py::TestProgressManager::test_get_resume_info_nonexistent PASSED [ 24%]
tests/test_progress.py::TestProgressManager::test_progress_file_path PASSED [ 25%]
tests/test_progress.py::TestProgressManager::test_progress_file_content PASSED [ 26%]
tests/test_schema.py::TestRAGFlowSchemaConverter::test_analyze_ragflow_mapping PASSED [ 27%]
tests/test_schema.py::TestRAGFlowSchemaConverter::test_detect_vector_size PASSED [ 29%]
tests/test_schema.py::TestRAGFlowSchemaConverter::test_unknown_fields PASSED [ 30%]
tests/test_schema.py::TestRAGFlowSchemaConverter::test_get_column_definitions PASSED [ 31%]
tests/test_schema.py::TestRAGFlowDataConverter::test_convert_basic_document PASSED [ 32%]
tests/test_schema.py::TestRAGFlowDataConverter::test_convert_with_vector PASSED [ 33%]
tests/test_schema.py::TestRAGFlowDataConverter::test_convert_array_fields PASSED [ 34%]
tests/test_schema.py::TestRAGFlowDataConverter::test_convert_json_fields PASSED [ 36%]
tests/test_schema.py::TestRAGFlowDataConverter::test_convert_unknown_fields_to_extra PASSED [ 37%]
tests/test_schema.py::TestRAGFlowDataConverter::test_convert_kb_id_list PASSED [ 38%]
tests/test_schema.py::TestRAGFlowDataConverter::test_convert_content_with_weight_dict PASSED [ 39%]
tests/test_schema.py::TestRAGFlowDataConverter::test_convert_batch PASSED [ 40%]
tests/test_schema.py::TestVectorFieldPattern::test_valid_patterns PASSED [ 41%]
tests/test_schema.py::TestVectorFieldPattern::test_invalid_patterns PASSED [ 43%]
tests/test_schema.py::TestVectorFieldPattern::test_extract_dimension PASSED [ 44%]
tests/test_schema.py::TestConstants::test_array_columns PASSED           [ 45%]
tests/test_schema.py::TestConstants::test_json_columns PASSED            [ 46%]
tests/test_schema.py::TestConstants::test_ragflow_columns_completeness PASSED [ 47%]
tests/test_schema.py::TestConstants::test_fts_columns PASSED             [ 48%]
tests/test_schema.py::TestConstants::test_ragflow_columns_types PASSED   [ 50%]
tests/test_schema.py::TestRAGFlowSchemaConverterEdgeCases::test_empty_mapping PASSED [ 51%]
tests/test_schema.py::TestRAGFlowSchemaConverterEdgeCases::test_mapping_without_properties PASSED [ 52%]
tests/test_schema.py::TestRAGFlowSchemaConverterEdgeCases::test_multiple_vector_fields PASSED [ 53%]
tests/test_schema.py::TestRAGFlowSchemaConverterEdgeCases::test_get_column_definitions_without_analysis PASSED [ 54%]
tests/test_schema.py::TestRAGFlowSchemaConverterEdgeCases::test_get_vector_fields PASSED [ 55%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_empty_document PASSED [ 56%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_document_without_source PASSED [ 58%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_boolean_to_integer PASSED [ 59%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_invalid_integer PASSED [ 60%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_float_field PASSED [ 61%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_array_with_special_characters PASSED [ 62%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_already_json_array PASSED [ 63%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_single_value_to_array PASSED [ 65%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_detect_vector_fields_from_document PASSED [ 66%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_with_default_values PASSED [ 67%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_list_content PASSED [ 68%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_convert_batch_empty PASSED [ 69%]
tests/test_schema.py::TestRAGFlowDataConverterEdgeCases::test_existing_extra_field_merged PASSED [ 70%]
tests/test_verify.py::TestVerificationResult::test_create_basic_result PASSED [ 72%]
tests/test_verify.py::TestVerificationResult::test_result_default_values PASSED [ 73%]
tests/test_verify.py::TestVerificationResult::test_result_with_counts PASSED [ 74%]
tests/test_verify.py::TestMigrationVerifier::test_verify_counts_match PASSED [ 75%]
tests/test_verify.py::TestMigrationVerifier::test_verify_counts_mismatch PASSED [ 76%]
tests/test_verify.py::TestMigrationVerifier::test_verify_samples_all_match PASSED [ 77%]
tests/test_verify.py::TestMigrationVerifier::test_verify_samples_some_missing PASSED [ 79%]
tests/test_verify.py::TestMigrationVerifier::test_verify_samples_data_mismatch PASSED [ 80%]
tests/test_verify.py::TestMigrationVerifier::test_values_equal_none_values PASSED [ 81%]
tests/test_verify.py::TestMigrationVerifier::test_values_equal_array_columns PASSED [ 82%]
tests/test_verify.py::TestMigrationVerifier::test_values_equal_json_columns PASSED [ 83%]
tests/test_verify.py::TestMigrationVerifier::test_values_equal_kb_id_list PASSED [ 84%]
tests/test_verify.py::TestMigrationVerifier::test_values_equal_content_with_weight_dict PASSED [ 86%]
tests/test_verify.py::TestMigrationVerifier::test_determine_result_passed PASSED [ 87%]
tests/test_verify.py::TestMigrationVerifier::test_determine_result_failed_count PASSED [ 88%]
tests/test_verify.py::TestMigrationVerifier::test_determine_result_failed_samples PASSED [ 89%]
tests/test_verify.py::TestMigrationVerifier::test_generate_report PASSED [ 90%]
tests/test_verify.py::TestMigrationVerifier::test_generate_report_with_missing PASSED [ 91%]
tests/test_verify.py::TestMigrationVerifier::test_generate_report_with_mismatches PASSED [ 93%]
tests/test_verify.py::TestValueComparison::test_string_comparison PASSED [ 94%]
tests/test_verify.py::TestValueComparison::test_integer_comparison PASSED [ 95%]
tests/test_verify.py::TestValueComparison::test_float_comparison PASSED  [ 96%]
tests/test_verify.py::TestValueComparison::test_boolean_comparison PASSED [ 97%]
tests/test_verify.py::TestValueComparison::test_empty_array_comparison PASSED [ 98%]
tests/test_verify.py::TestValueComparison::test_nested_json_comparison PASSED [100%]

======================= 86 passed, 88 warnings in 0.66s ========================
```

### Type of change

- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
2026-01-31 16:11:27 +08:00

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