From 9e3fe81fe566e128ef5944632bf96f9a370ed449 Mon Sep 17 00:00:00 2001 From: ppanchigar Date: Tue, 3 Feb 2026 10:32:58 -0600 Subject: [PATCH] docs: update PRD with actual implementation progress - Updated progress table: Phase 3 is 95% complete, Phase 4 is 60% complete - Marked all prompt_calls.py files as complete (saas, clover, bcbs_promise) - Marked tin_npi_funcs.py, hybrid_smart_chunking_funcs.py, postprocessing_funcs.py, crosswalk_utils.py, dynamic_funcs.py as complete - Noted 2 remaining universal_json_load calls in code_funcs.py (lines 498, 856) - Documented aarete_derived.py dual-format support (intentional backward compatibility) - Added comprehensive implementation status summary section - Updated Phase 3 and Phase 4 checklists with actual completion status - Added statistics: 26 files modified, ~350 lines net reduction, 20+ commits --- docs/PRD_STANDARDIZE_LIST_FORMATS.md | 190 +++++++++++++++++++-------- 1 file changed, 137 insertions(+), 53 deletions(-) diff --git a/docs/PRD_STANDARDIZE_LIST_FORMATS.md b/docs/PRD_STANDARDIZE_LIST_FORMATS.md index 0f0a31a..8c20ac1 100644 --- a/docs/PRD_STANDARDIZE_LIST_FORMATS.md +++ b/docs/PRD_STANDARDIZE_LIST_FORMATS.md @@ -10,23 +10,29 @@ ## Implementation Progress -**Overall Status**: 🟡 **Phase 2 of 6 Complete** (Foundation + Prompt Templates) +**Overall Status**: 🟢 **Phase 3 of 6 Mostly Complete** (Foundation + Templates + Calling Layer) | Phase | Status | Completion | Details | |-------|--------|------------|---------| | Phase 1: Foundation | ✅ Complete | 100% | JSON parsers, deprecation warnings, unit tests | | Phase 2: Prompt Templates | ✅ Complete | 100% | All 35 templates return (prompt, parser) tuples | -| Phase 3: Prompt Calling Layer | ⏳ In Progress | 0% | Update prompt_calls.py files | -| Phase 4: Downstream Consumers | 🔲 Not Started | 0% | aarete_derived, crosswalk, dynamic_funcs | +| Phase 3: Prompt Calling Layer | ✅ Mostly Complete | 95% | All prompt_calls.py updated; 2 remaining in code_funcs.py | +| Phase 4: Downstream Consumers | 🟡 Partially Complete | 60% | Most files updated; aarete_derived.py has dual-format support | | Phase 5: Testing | 🔲 Not Started | 0% | Integration tests, golden tests | | Phase 6: Cleanup & Documentation | 🔲 Not Started | 0% | Remove backward compat, docs | -**Latest Commits**: +**Latest Commits** (after PRD update): +- `df103579` - Updated postprocessing_funcs.py +- `0d9f9314` - Updated tin_npi_funcs.py and page_funcs.py +- `8399dbdf` - Updated crosswalk reverse mapping +- `6c3f3f6f` - Updated code_funcs.py (mostly complete) +- `dba61146` - Updated all prompt_calls.py files (saas, clover, bcbs_promise) - `98554afc` - All prompt templates now return `(prompt, parser)` tuples - `5d1024e` - Updated prompt instruction functions with JSON format instructions -- Earlier - JSON parsers (`json_utils.py`), deprecation warnings, unit tests -**Next Steps**: Update `prompt_calls.py` files to use new `(prompt, parser)` pattern (Phase 3) +**Remaining Work**: +- **Phase 3**: 2 remaining `universal_json_load` calls in `code_funcs.py` (lines 498, 856) +- **Phase 4**: `aarete_derived.py` has dual-format support (handles both JSON lists and pipe-delimited) - may be intentional for backward compatibility --- @@ -2760,54 +2766,58 @@ def test_parsing_performance(): - Phase 2 Templates: Commit 5d1024e (by user) - Phase 2 Architecture: Commit 98554afc (tuple returns) -#### Phase 3: Prompt Calling Layer -- [ ] Update `src/pipelines/saas/prompts/prompt_calls.py` - - [ ] Update `prompt_exhibit_level()` - - [ ] Update `prompt_exhibit_level_breakout()` - - [ ] Update `prompt_dynamic_primary()` (critical - pipe parsing) - - [ ] Update `prompt_reimbursement_primary()` - - [ ] Update `prompt_methodology_breakout()` - - [ ] Update `prompt_fee_schedule_breakout()` - - [ ] Update `prompt_grouper_breakout()` - - [ ] Update `prompt_carveout_check()` (critical - pipe parsing) - - [ ] Update `prompt_special_case_breakout()` - - [ ] Update `prompt_full_context()` - - [ ] Update `prompt_dynamic()` - - [ ] Update `prompt_dynamic_field_safe()` -- [ ] Update `src/pipelines/clients/clover/prompts/prompt_calls.py` - - [ ] Apply same updates as saas -- [ ] Update `src/pipelines/clients/bcbs_promise/prompts/prompt_calls.py` - - [ ] Apply same updates as saas -- [ ] Update `src/codes/code_funcs.py` - - [ ] Replace `universal_json_load` calls -- [ ] Update `src/pipelines/shared/extraction/tin_npi_funcs.py` - - [ ] Replace `universal_json_load` calls -- [ ] Update `src/pipelines/shared/preprocessing/hybrid_smart_chunking_funcs.py` - - [ ] Replace `universal_json_load` calls +#### Phase 3: Prompt Calling Layer ✅ **MOSTLY COMPLETE** (95%) +- [x] Update `src/pipelines/saas/prompts/prompt_calls.py` ✅ **COMPLETE** (Commit: dba61146) + - [x] Update `prompt_exhibit_level()` - Uses tuple unpacking + - [x] Update `prompt_exhibit_level_breakout()` - Uses tuple unpacking + - [x] Update `prompt_dynamic_primary()` - Uses tuple unpacking + - [x] Update `prompt_reimbursement_primary()` - Uses tuple unpacking + - [x] Update `prompt_methodology_breakout()` - Uses tuple unpacking + - [x] Update `prompt_fee_schedule_breakout()` - Uses tuple unpacking + - [x] Update `prompt_grouper_breakout()` - Uses tuple unpacking + - [x] Update `prompt_carveout_check()` - Uses tuple unpacking + - [x] Update `prompt_special_case_breakout()` - Uses tuple unpacking + - [x] Update `prompt_full_context()` - Uses tuple unpacking + - [x] Update `prompt_dynamic()` - Uses tuple unpacking + - [x] Update `prompt_dynamic_field_safe()` - Uses tuple unpacking + - [x] All 24+ functions updated to use `prompt, parser = template_func(...)` pattern +- [x] Update `src/pipelines/clients/clover/prompts/prompt_calls.py` ✅ **COMPLETE** (Commit: dba61146) + - [x] All functions updated to use tuple unpacking pattern (25 instances) +- [x] Update `src/pipelines/clients/bcbs_promise/prompts/prompt_calls.py` ✅ **COMPLETE** (Commit: dba61146) + - [x] All functions updated to use tuple unpacking pattern (25 instances) +- [ ] Update `src/codes/code_funcs.py` ⚠️ **PARTIAL** (2 remaining calls) + - [x] Most functions updated (Commit: 6c3f3f6f) + - [ ] Line 498: `string_utils.universal_json_load(llm_answer_raw)` - Still needs update + - [ ] Line 856: `string_utils.universal_json_load(claude_answer_raw)` - Still needs update +- [x] Update `src/pipelines/shared/extraction/tin_npi_funcs.py` ✅ **COMPLETE** (Commit: 0d9f9314) + - [x] All `universal_json_load` calls replaced +- [x] Update `src/pipelines/shared/preprocessing/hybrid_smart_chunking_funcs.py` ✅ **COMPLETE** (Commit: dba61146) + - [x] All `universal_json_load` calls replaced -#### Phase 4: Downstream Consumers -- [ ] Create shared utility function - - [ ] Add `_parse_multi_value_field()` to `src/utils/string_utils.py` or new module -- [ ] Update `src/pipelines/shared/postprocessing/aarete_derived.py` - - [ ] Update line 45 (LOB parsing) - - [ ] Update line 67 (PROGRAM parsing) - - [ ] Update line 93 (PRODUCT parsing) - - [ ] Update line 155 (crosswalk parsing) - - [ ] Add dual-format support to all pipe-split operations -- [ ] Update `src/utils/crosswalk_utils.py` - - [ ] Update `apply_crosswalk()` to handle JSON lists -- [ ] Update `src/pipelines/shared/extraction/dynamic_funcs.py` - - [ ] Update `dynamic_primary()` LOB parsing (line 60) - - [ ] Handle both JSON lists and pipe-delimited -- [ ] Update `src/pipelines/shared/postprocessing/postprocessing_funcs.py` - - [ ] Find and update all pipe-split operations -- [ ] Update remaining files with pipe splits: - - [ ] `src/testbed/dynamic_primary_metrics.py` - - [ ] `src/testbed/testbed_utils.py` - - [ ] `src/qc_qa/pipeline.py` - - [ ] `src/utils/qa_qc_utils.py` - - [ ] `src/parent_child/qc.py` - - [ ] `src/testbed/model_evaluation_utils.py` +#### Phase 4: Downstream Consumers 🟡 **PARTIALLY COMPLETE** (60%) +- [x] Create shared utility function (if needed) + - [x] Dual-format support implemented inline where needed +- [x] Update `src/pipelines/shared/postprocessing/aarete_derived.py` ✅ **COMPLETE** (Dual-format support) + - [x] Line 42-43: LOB parsing with dual-format support (checks for "|" before splitting) + - [x] Line 65-66: PROGRAM parsing with dual-format support + - [x] Line 89-90: PRODUCT parsing with dual-format support + - [x] All pipe-split operations have dual-format support (handles both JSON lists and pipe-delimited) + - **Note**: This file intentionally maintains backward compatibility by checking for "|" before splitting +- [x] Update `src/utils/crosswalk_utils.py` ✅ **COMPLETE** (Commit: 8399dbdf) + - [x] `apply_crosswalk()` updated to handle JSON lists +- [x] Update `src/pipelines/shared/extraction/dynamic_funcs.py` ✅ **COMPLETE** (Commit: dba61146) + - [x] `dynamic_primary()` updated - no pipe splitting found + - [x] Handles JSON lists properly +- [x] Update `src/pipelines/shared/postprocessing/postprocessing_funcs.py` ✅ **COMPLETE** (Commit: df103579) + - [x] All pipe-split operations removed/updated + - [x] 113 lines changed, significant cleanup +- [ ] Update remaining files with pipe splits (if any): + - [ ] `src/testbed/dynamic_primary_metrics.py` - Status unknown + - [ ] `src/testbed/testbed_utils.py` - Status unknown + - [ ] `src/qc_qa/pipeline.py` - Status unknown + - [ ] `src/utils/qa_qc_utils.py` - Status unknown + - [ ] `src/parent_child/qc.py` - Status unknown + - [ ] `src/testbed/model_evaluation_utils.py` - Status unknown (has universal_json_load import) #### Phase 5: Testing & Validation - [ ] Create integration test file @@ -2870,6 +2880,80 @@ def test_parsing_performance(): --- +## Implementation Status Summary (Last Updated: Feb 3, 2026) + +### ✅ Completed Work + +**Phase 1: Foundation** (100% Complete) +- ✅ Created `src/utils/json_utils.py` with `parse_json_dict()` and `parse_json_list()` +- ✅ Added deprecation warnings to `string_utils.py` +- ✅ Created comprehensive unit tests in `src/tests/test_json_utils.py` + +**Phase 2: Prompt Templates** (100% Complete) +- ✅ All 35 prompt template functions return `(prompt, parser)` tuples +- ✅ All `_INSTRUCTION()` functions updated with JSON format instructions +- ✅ Removed all pipe-delimited format references from prompts + +**Phase 3: Prompt Calling Layer** (95% Complete) +- ✅ `src/pipelines/saas/prompts/prompt_calls.py` - All 24+ functions updated +- ✅ `src/pipelines/clients/clover/prompts/prompt_calls.py` - All functions updated +- ✅ `src/pipelines/clients/bcbs_promise/prompts/prompt_calls.py` - All functions updated +- ✅ `src/pipelines/shared/extraction/tin_npi_funcs.py` - All updated +- ✅ `src/pipelines/shared/preprocessing/hybrid_smart_chunking_funcs.py` - All updated +- ⚠️ `src/codes/code_funcs.py` - 2 remaining `universal_json_load` calls (lines 498, 856) + +**Phase 4: Downstream Consumers** (60% Complete) +- ✅ `src/utils/crosswalk_utils.py` - Updated to handle JSON lists +- ✅ `src/pipelines/shared/extraction/dynamic_funcs.py` - Updated +- ✅ `src/pipelines/shared/postprocessing/postprocessing_funcs.py` - Major cleanup (113 lines changed) +- ✅ `src/pipelines/shared/postprocessing/aarete_derived.py` - Dual-format support implemented (intentional backward compatibility) + +### ⏳ Remaining Work + +**Phase 3: Prompt Calling Layer** (5% remaining) +- [ ] Fix 2 remaining `universal_json_load` calls in `src/codes/code_funcs.py` + - Line 498: In `fill_bill_type()` function + - Line 856: In grouper breakout error handling + +**Phase 4: Downstream Consumers** (40% remaining) +- [ ] Verify/test remaining files (may already be updated): + - `src/testbed/dynamic_primary_metrics.py` + - `src/testbed/testbed_utils.py` + - `src/qc_qa/pipeline.py` + - `src/utils/qa_qc_utils.py` + - `src/parent_child/qc.py` + - `src/testbed/model_evaluation_utils.py` + +**Phase 5: Testing & Validation** (0% complete) +- [ ] Create integration tests +- [ ] Update existing test files +- [ ] Create golden test comparison +- [ ] Run full test suite +- [ ] Manual QA testing + +**Phase 6: Cleanup & Documentation** (0% complete) +- [ ] Remove backward compatibility code (if desired) +- [ ] Update documentation +- [ ] Code review +- [ ] Final QA + +### 📊 Statistics + +- **Files Modified**: 26 files across the codebase +- **Lines Changed**: ~855 insertions, ~1204 deletions (net reduction of ~350 lines) +- **Prompt Functions Updated**: 35 template functions + all calling code +- **Commits**: 20+ commits implementing the changes +- **Test Coverage**: Unit tests for JSON parsers complete + +### 🎯 Key Achievements + +1. **Architectural Improvement**: All prompt templates now return `(prompt, parser)` tuples, eliminating ambiguity +2. **Code Reduction**: Net reduction of ~350 lines through cleanup +3. **Consistency**: All prompt calling code uses the same pattern +4. **Backward Compatibility**: `aarete_derived.py` maintains dual-format support during transition + +--- + ## Appendix A: JSON Schema Examples ### A.1 Exhibit Level Response