Alex Galarce
53b38ea15c
Refactor/split investment and client * refactor: clean up tests * Renamed tests/qcqa to tests/qa_qc for consistency * comment out faulty test - see docstring note at top * split to client/investment * add __init__.py to investment and client to avoid mypy confusion * fix imports * update imports for consistency across investment module * move back to one config * try changing import to relative * add init.py to src * try relative import * try one more sys.path.append * fix path for client main * fix imports in file_processing * make prompts common * move keywords out to `src` * move smart_chunking_funcs to `src` * fix mypy error * start moving to explicit imports * remove old keywords and fix imports for keywords and prompts * change all imports to full paths * fix unit tests * add readme for new way of running things * isort after all that import work * remove unused sys.path.append from some tests Approved-by: Katon Minhas
This framework allows flexible serialization and application of crosswalk tables.
Features
- Create crosswalks from Excel files or dictionaries
- Save crosswalks as JSON for easy reuse
- Apply crosswalks with customizable default behavior
- Metadata tracking for column mappings
Creating a Crosswalk
from crosswalk_utils import CrosswalkBuilder
# From Excel
builder = CrosswalkBuilder()
builder.from_excel(
path="CROSSWALK_PROVIDER_TYPE.20220106.xlsx",
sheet_name='Prac',
from_col="Practitioner Specialty",
to_col="Taxonomy"
).save('crosswalk_provider_type.json')
# You can also create from a dictionary
builder.from_dict(
mapping={'Acupuncturist': '171100000X'},
from_col='Specialty',
to_col='Taxonomy'
)
Applying a Crosswalk
import json
from crosswalk_utils import apply_crosswalk
# Load the mapping
with open('crosswalk_provider_type.json') as f:
data = json.load(f)
# Apply the crosswalk
result = apply_crosswalk(
val="Acupuncturist",
mapping=data['mapping'],
default=None # Optional: specify default for unmapped values
)
# Result: '171100000X'
Reversing a Crosswalk
from crosswalk_utils import CrosswalkBuilder
builder = CrosswalkBuilder()
builder.from_json("mappings/crosswalk_program_lob.json").create_reverse_mapping()
# Result:
# {'Commercial-Group': 'Administrative Services Only (ASO), Third-Party '
# 'Administrator (TPA), Self-Funded, Employer Funded',
# 'Marketplace-Exchange-Individual & Family': 'Platinum, Gold, Silver, Bronze',
# 'Medicaid': 'Aged, Blind, Disabled (ABD), Children’s Health Insurance Program '
# '(CHIP), Children’s Health Insurance Program Perinate '
# '(CHIP-Perinate), Foster Care, Intellectual and Developmental '
# 'Disability (IDD), Temporary Assistance Needy Families (TANF)',
# 'Medicare': 'Medicare Advantage, Supplemental',
# 'Medicare-Medicaid': 'Chronic Condition Special Needs Plan (C-SNP), Dual '
# 'Eligible Special Needs Plan (D-SNP), Institutional '
# 'Special Needs Plan (I-SNP), Long-Term Services and '
# 'Supports (LTSS), Program of All-Inclusive Care for the '
# 'Elderly (PACE), Special Needs Plan (SNP)'}