Alex Galarce
6bc345ef9e
Update testbed data sources and enhance metric calculations for blank fields * Update testbed data sources and enhance metric calculations for blank fields * Add order-independent provider analysis * add tin-npi normalization and verbose * Enhance provider field evaluation by excluding "UNKNOWN" and "NO_IDENTIFIERS_FOUND" values * List-based method * Enhance provider field evaluation by incorporating frequency-based metrics and excluding "UNKNOWN" values * Fix splits * fix headers * fix comma splitting * Merged main into tin-npi-acc-testing * Merged main into tin-npi-acc-testing * Refine provider metrics logging to exclude empty predicted values * Merge branch 'tin-npi-acc-testing' of https://bitbucket.org/aarete/doczy.ai into tin-npi-acc-testing * Merged main into tin-npi-acc-testing * last commit before changing back to sets * Refactor evaluation metrics calculation to use set operations (while still displaying counters for info) * Merge branch 'tin-npi-acc-testing' of https://bitbucket.org/aarete/doczy.ai into tin-npi-acc-testing Approved-by: Katon Minhas
Field Extraction
Running the Code
This project uses Python's module system for imports. To run the code properly:
-
DO NOT run files directly like this:
python src/client/main.py # ❌ This won't work -
INSTEAD, use Python's module flag (
-m) from the project root:python -m src.client.main # ✅ This is correct
Why?
The code uses absolute imports (e.g., from src.utils import llm_utils) to maintain a clear and consistent package structure. Running with python -m ensures Python can properly resolve these imports.
Development
- All imports should use the
src.prefix (e.g.,from src.utils import llm_utils) - Always run code from the project root directory using the
-mflag - Tests are configured to handle these imports automatically via pytest settings in pyproject.toml
Configuration
The project uses poetry for dependency management and pytest for testing. Key configurations in pyproject.toml:
[tool.pytest.ini_options]
pythonpath=["."]
testpaths = [
"tests"
]
Dependencies
To install dependencies:
poetry install
To run tests:
poetry run pytest
To run type checking:
poetry run mypy .