Bugfix/prov info json fixes
* fix: robust PROV_INFO_JSON sanitization and TIN backfill logic
json_utils:
- Add sanitize_prov_info_json with layered parsing (JSON, literal_eval,
empty-value-after-colon fix, best-effort dict extraction).
- Add _normalize_prov_entries and _prov_value_to_str for uniform
str-valued output; flatten list values, strip TIN hyphens.
- format_prov_info_json now delegates to sanitize_prov_info_json.
postprocessing_funcs:
- Add fill_prov_info_tin_from_filename_tin for TIN backfill.
- Add validate_and_reformat_date (pipe-wrapped, datetime strings).
- Add format_as_json_list (pipe-delimited, comma-separated, quote
stripping).
postprocess:
- Integrate new postprocessing helpers into pipeline flow.
postprocess_existing_output:
- Support CSV and Excel input, configurable paths, fillna for CSV.
tests:
- Add test_json_parsers.py for PROV_INFO_JSON parsing coverage.
- Add test_postprocess.py for date/list formatting and default_ind.
* Merge branch 'DAIP2-1947-tin-and-prov-info-json-issues' into bugfix/prov_info_json_fixes
* Merged DEV into bugfix/prov_info_json_fixes
* Strip out unused functionality
* Update filename_tin functionality
* Add docstring
* Update filename_tin cleaning in PROV_INFO_JSON
* test prep
* black format
* missing function added
* Merge branch 'DEV' into bugfix/prov_info_json_fixes
* Black format
* Strip unused functions
* Strip unused code
* update unit tests
* Merge branch 'DEV' into bugfix/prov_info_json_fixes
* Update test
* Simplify process
* handle list of group names
* Resolve run_provider_info_field call
* Merge branch 'DEV' into bugfix/prov_info_json_fixes
* Correct type hints
* Fix unit tests
* Fix unit test
* Remove redundant postprocessing_funcs
Approved-by: Katon Minhas
Feature/lesser table caching refactor hybrid
* chore: Remove unused duplicate main.py from shared pipeline
* fix: Correct crosswalk paths in aarete_derived.py
* chore: Remove unused documentation files from fieldExtraction
* docs: Add documentation files to documentation folder
* docs: Update README with uv setup, expanded project structure, and branching conventions
* docs: Add uv installation steps with Ubuntu/WSL emphasis
* Enable prompt caching for all remaining LLM calls
- Add _INSTRUCTION() functions for: EXHIBIT_HEADER, EXHIBIT_LINKAGE,
EXHIBIT_TITLE_MATCH, DATE_FIX, DERIVED_TERM_DATE, CHECK_PROVIDER_NAME_MATCH,
SPECIAL_CASE_ASSIGNMENT
- Update all invoke_claude() calls in saas and clover pipelines to use
cache=True with corresponding _INSTRUCTION() functions
- Add new instructions to get_cacheable_instructions() for cache warming
- Update tests for new instruction functions
Functions now using caching:
- prompt_exhibit_level
- prompt_exhibit_lesser (EXHIBIT_LEVEL_LESSER_OF)
- prompt_fee_schedule_breakout
- prompt_grouper_breakout
- prompt_special_case_assignment
- prompt_exhibit_linkage
- prompt_exhibit_header
- prompt_smart_chunked (ONE_TO_ONE templates)
- prompt_date_fix
- prompt_derived_term_date
- prompt_exhibit_title_match
- provider_name_match_check
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* Reorder
* feat: Add bcbs_promise client pipeline with OFFSET_TERM extraction
- Add new bcbs_promise client with HSC-based OFFSET_TERM field extraction
- Extract full paragraph text of offset/recoupment provisions from contracts
- Derive OFFSET_INDICATOR (Y/N) from OFFSET_TERM presence
- Fix reorder_columns to preserve extra columns not in COLUMN_ORDER
- Update QC/QA output path to outputs/qc_qa/
* fix: Update dev deps and test assertions for QC/QA output path
- Add pytest/pytest-mock to dev dependencies for mypy type checking
- Update test assertions to expect outputs/qc_qa instead of qa_qc_output
* style: Apply black formatting to prompt_templates.py
* Merge main, move scripts
* Archive some scripts
* update py version
* remove .py version file
* Remove ASCII characters
* Restore testbed code
* restore tracking
* Update testbed metrics
* Enable prompt caching for CODE_LAST_CHECK, FILL_BILL_TYPE, DUAL_LOB_CHECK, and GROUPER_BREAKOUT
- Add CODE_LAST_CHECK_INSTRUCTION() for service specificity classification
- Add FILL_BILL_TYPE_INSTRUCTION() for bill type code determination
- Add DUAL_LOB_CHECK_INSTRUCTION() for Medicare/Medicaid classification
- Update code_funcs.py to use caching for CODE_LAST_CHECK, FILL_BILL_TYPE, GROUPER_BREAKOUT
- Update postprocessing_funcs.py to use caching for DUAL_LOB_CHECK
- Add new instructions to get_cacheable_instructions() for cache warming
- Add unit tests for new instruction functions
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
* Fix postprocessing_funcs to remove invalid columns
* Merge branch 'main' into feature/lesser-table-caching-refactor-hybrid
* Revert prompt caching changes from aed1b73c
* update formatting
* Update imports
Approved-by: Sha Brown
Approved-by: Praneel Panchigar
Mayank Aamseek