VenkataKrishna Reddy Avula
a5f54a2a48
Feature/daip2- 17 - Aarete derived field values and crosswalk mapping * fix pipeline error * fix pipeline error * fix pipeline error * fix pipeline error * fix pipeline error * Update fieldSet unit test * Update test_from_values * Fix circular import * Added NLTK * Add NLTK to path * Update gitignore * included txt files for nltk_data * move nltk_data to src * Fix last upload count * Last upload count bugfix * Fixed B processing * Remove client-specific postprocessing * split consolidate_output * aarete derived AC fields mapping * chnages reverted * AC Croasswalk Mapping * Merge branch 'main' into feature/daip2-17 * Update poetry.lock * Add init for crosswalk * Complete paths Approved-by: Alex Galarce
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)'}