diff --git a/fieldExtraction/crosswalk/crosswalk_utils.py b/fieldExtraction/crosswalk/crosswalk_utils.py index fd328f1..1dc3289 100644 --- a/fieldExtraction/crosswalk/crosswalk_utils.py +++ b/fieldExtraction/crosswalk/crosswalk_utils.py @@ -2,6 +2,7 @@ import csv import json import pandas as pd +from src.config import STATE class CrosswalkBuilder: @@ -106,7 +107,12 @@ class CrosswalkBuilder: data = json.load(f) self.metadata = data.get("metadata", {}) - self.mapping = data.get("mapping", {}) + + mapping = data.get("mapping", {}) + for state in STATE: + mapping.update(data.get("state_mapping", {}).get(state, {})) + + self.mapping = mapping return self diff --git a/fieldExtraction/crosswalk/mappings/crosswalk_lob.json b/fieldExtraction/crosswalk/mappings/crosswalk_lob.json index 4e3e4de..d5f22dc 100644 --- a/fieldExtraction/crosswalk/mappings/crosswalk_lob.json +++ b/fieldExtraction/crosswalk/mappings/crosswalk_lob.json @@ -4,17 +4,24 @@ "to_col": "AARETE_DERIVED_LOB" }, "mapping": { - "MEDICAID" : "Medicaid", - "MEDICARE-MEDICAID" : "Medicare-Medicaid", - "MEDICARE" : "Medicare", - "MEDICARE-ADVANTAGE" : "Medicare", - "COMMERCIAL" : "Commercial-Group", - "COMMERCIAL-EXCHANGE" : "Commercial-Group", - "GROUP" : "Commercial-Group", - "MARKETPLACE" : "Marketplace-Exchange-Individual & Family", - "CORRECTIONS" : "Corrections", - "VETERANS AFFAIRS" : "Veterans Affairs (VA)", - "CIVILIAN HEALTH AND MEDICAL PROGRAM" : "Civilian Health and Medical Program (CHAMPVA)", + "Medicaid" : "Medicaid", + "Duals" : "Duals", + "Dual Eligible" : "Duals", + "Special Needs Plan (SNP)" : "Duals", + "Dual-Eligible Special Needs Plan (D-SNP)" : "Duals", + "Medicare-Medicaid (MM)" : "Duals", + "Medi-Medi (MM)" : "Duals", + "Medicare" : "Medicare", + "Commercial" : "Commercial", + "Group" : "Commercial", + "Marketplace" : "Marketplace", + "Health Insurance Exchange (HIE)" : "Marketplace", + "Affordable Care Act (ACA)" : "Marketplace", + "Individual and Family Market (IFM)" : "Marketplace", + "Obamacare" : "Marketplace", + "Corrections" : "Corrections", + "Veterans Affairs (VA)" : "Veterans Affairs", + "CHAMPVA" : "CHAMPVA", "TRICARE" : "TRICARE" } } \ No newline at end of file diff --git a/fieldExtraction/crosswalk/mappings/crosswalk_network.json b/fieldExtraction/crosswalk/mappings/crosswalk_network.json index afca187..1b9ef3f 100644 --- a/fieldExtraction/crosswalk/mappings/crosswalk_network.json +++ b/fieldExtraction/crosswalk/mappings/crosswalk_network.json @@ -4,10 +4,12 @@ "to_col": "MBR_NETWORK_CD" }, "mapping": { - "HEALTH MAINTENANCE ORGANIZATION": "HMO", - "EXCLUSIVE PROVIDER ORGANIZATION": "EPO", - "POINT OF SERVICE": "POS", - "PREFERRED PROVIDER ORGANIZATION": "PPO", - "INDEMNITY": "FFS" + "Health Maintenance Organization (HMO)": "HMO", + "Preferred Provider Organization (PPO)": "PPO", + "Exclusive Provider Organization (EPO)": "EPO", + "Point of Service (POS)": "POS", + "High Deductible Health Plan (HDHP)": "HDHP", + "Fee for Service (FFS)" : "FFS", + "Indemnity" : "FFS" } } \ No newline at end of file diff --git a/fieldExtraction/crosswalk/mappings/crosswalk_program.json b/fieldExtraction/crosswalk/mappings/crosswalk_program.json index 47be1a4..0bd18c3 100644 --- a/fieldExtraction/crosswalk/mappings/crosswalk_program.json +++ b/fieldExtraction/crosswalk/mappings/crosswalk_program.json @@ -4,29 +4,207 @@ "to_col": "AARETE_DERIVED_PROGRAM" }, "mapping": { - "Aged, Blind, Disabled (ABD)": "Aged, Blind, Disabled (ABD)", - "Children’s Health Insurance Program (CHIP)": "Children’s Health Insurance Program (CHIP)", - "CHIP" : "Children’s Health Insurance Program (CHIP)", - "Children’s Health Insurance Program Perinate (CHIP-Perinate)": "Children’s Health Insurance Program Perinate (CHIP-Perinate)", - "CHIP-P" : "Children’s Health Insurance Program Perinate (CHIP-Perinate)", - "Foster Care": "Foster Care", - "Intellectual and Developmental Disability (IDD)": "Intellectual and Developmental Disability (IDD)", - "Temporary Assistance Needy Families (TANF)": "Temporary Assistance Needy Families (TANF)", - "Chronic Condition Special Needs Plan (C-SNP)": "Chronic Condition Special Needs Plan (C-SNP)", - "Dual Eligible Special Needs Plan (D-SNP)": "Dual Eligible Special Needs Plan (D-SNP)", - "Institutional Special Needs Plan (I-SNP)": "Institutional Special Needs Plan (I-SNP)", - "Long-Term Services and Supports (LTSS)": "Long-Term Services and Supports (LTSS)", - "Program of All-Inclusive Care for the Elderly (PACE)": "Program of All-Inclusive Care for the Elderly (PACE)", - "Special Needs Plan (SNP)": "Special Needs Plan (SNP)", - "Medicare Advantage": "Medicare Advantage", - "Supplemental": "Supplemental", - "Administrative Services Only (ASO)": "Administrative Services Only (ASO)", - "Third-Party Administrator (TPA)": "Third-Party Administrator (TPA)", - "Self-Funded": "Self-Funded", - "Employer Funded": "Employer Funded", - "Platinum": "Platinum", - "Gold": "Gold", - "Silver": "Silver", - "Bronze": "Bronze" + "Children's Health Insurance Program (CHIP)" : "CHIP", + "Children's Health Insurance Program Perinate (CHIP-P)" : "CHIP-P", + "Aged, Blind, and Disabled (ABD)" : "ABD", + "Alternative Benefit Plan (ABP)" : "ABP", + "Community First Choice (CFC)" : "CFC", + "Foster Care (FC)" : "FC", + "Home and Community Based Services Waiver (HCBS)" : "HCBS", + "Home Health Services (HHS)" : "HHS", + "Hospice Benefits (HOSPICE)" : "HOSPICE", + "Intellectual and Developmental Disability (IDD)" : "IDD", + "Institution for Medical Disease (IMD)" : "IMD", + "Managed Long Term Care (MLTC)" : "MLTC", + "Self-Directed Personal Assistant Services (PAS)" : "PAS", + "Psych Under 21 (PU21)" : "PU21", + "Supplemental Nutrition Assistance Program (SNAP)" : "SNAP", + "Temporary Assistance Needy Families (TANF)" : "TANF", + "Long-Term Services and Supports (LTSS)" : "LTSS", + "Special Needs Plan (SNP)" : "SNP", + "Chronic Condition Special Needs Plan (C-SNP)" : "C-SNP", + "Dual Eligible Special Needs Plan (D-SNP)" : "D-SNP", + "Fully Integrated Dual Eligible Special Needs Plan (FIDE-SNP)" : "FIDE-SNP", + "Highly Integrated Dual Eligible Special Needs Plan (HIDE-SNP)" : "HIDE-SNP", + "Institutional Special Needs Plan (I-SNP)" : "I-SNP", + "Medicare-Medicaid Alignment Initiative (MMAI)" : "MMAI", + "Medicare-Medicaid Coordinated Plan (MMCP)" : "MMCP", + "Medicare-Medicaid Plan (MMP)" : "MMP", + "Program of All-Inclusive Care for the Elderly (PACE)" : "PACE", + "Medicare Advantage (MA)" : "MA", + "Medicare Part C" : "MA", + "Supplemental" : "Supp", + "Medigap" : "Supp", + "Self-Funded" : "SF", + "Administrative Services Only (ASO)" : "SF", + "Third Party Administrator (TPA)" : "SF", + "Fully-Funded" : "FF", + "Platinum" : "PLAT", + "Gold" : "GOLD", + "Silver" : "SLVR", + "Bronze" : "BRNZ", + "Connector" : "CONN", + "Catastrophic" : "CATA" + }, + "state_mapping" : { + "AL" : { + "ALL Kids" : "CHIP" + }, + "AK" : { + "Denali KidCare" : "CHIP" + }, + "AZ" : { + "KidsCare" : "CHIP" + }, + "AR" : { + "ARKids First" : "CHIP" + }, + "CA" : { + "Medi-Cal Access Program (MCAP)" : "CHIP" + }, + "CO" : { + "Child Health Plan Plus (CHP+)" : "CHIP" + }, + "CT" : { + "HUSKY A" : "CHIP", + "HUSKY B" : "CHIP", + "HUSKY C" : "CHIP", + "HUSKY D" : "CHIP" + }, + "DE" : { + "Delaware Healthy Children Program (DHCP)" : "CHIP" + }, + "DC" : { + "DC Healthy Families" : "CHIP" + }, + "FL" : { + "Florida KidCare" : "CHIP" + }, + "GA" : { + "PeachCare for Kids" : "CHIP" + }, + "HI" : { + "QUEST Integration" : "CHIP" + }, + "ID" : { + "Idaho Medicaid for CHIP" : "CHIP" + }, + "IL" : { + "All Kids" : "CHIP" + }, + "IN" : { + "Hoosier Healthwise" : "CHIP" + }, + "IA" : { + "Healthy and Well Kids in Iowa (HAWK-I)" : "CHIP" + }, + "KS" : { + "KanCare" : "CHIP" + }, + "KY" : { + "Kentucky Children's Health Insurance Program (KCHIP)" : "CHIP" + }, + "LA" : { + "LaCHIP" : "CHIP" + }, + "ME" : { + "Cub Care" : "CHIP" + }, + "MD" : { + "Maryland Children's Health Program (MCHP)" : "CHIP" + }, + "MA" : { + "MassHealth CHIP" : "CHIP" + }, + "MI" : { + "MIChild" : "CHIP" + }, + "MN" : { + "MinnesotaCare" : "CHIP" + }, + "MS" : { + "Mississippi CHIP" : "CHIP" + }, + "MO" : { + "MO HealthNet for Kids" : "CHIP" + }, + "MT" : { + "Healthy Montana Kids (HMK)" : "CHIP" + }, + "NE" : { + "Kids Connection" : "CHIP" + }, + "NV" : { + "Nevada Check Up" : "CHIP" + }, + "NH" : { + "New Hampshire Healthy Families" : "CHIP" + }, + "NJ" : { + "NJ FamilyCare" : "CHIP" + }, + "NM" : { + "New MexiKids" : "CHIP" + }, + "NY" : { + "Health and Recovery Plan (HARP)" : "HARP", + "Child Health Plus (CHP)" : "CHPLUS" + }, + "NC" : { + "NC Health Choice" : "CHIP" + }, + "ND" : { + "Healthy Steps" : "CHIP" + }, + "OH" : { + "Healthy Start" : "CHIP" + }, + "OK" : { + "SoonerCare Choice" : "CHIP" + }, + "OR" : { + "Oregon Healthy Kids" : "CHIP" + }, + "PA" : { + "Pennsylvania CHIP" : "CHIP" + }, + "RI" : { + "Rite Care" : "CHIP" + }, + "SC" : { + "Partners for Healthy Children" : "CHIP" + }, + "SD" : { + "South Dakota Medicaid for CHIP" : "CHIP" + }, + "TN" : { + "CoverKids" : "CHIP" + }, + "TX" : { + "STAR Health" : "STAR", + "STAR Kids" : "STAR-Kids", + "STAR+PLUS" : "STAR+PLUS" + }, + "UT" : { + "CHIP" : "CHIP" + }, + "VT" : { + "Dr. Dynasaur" : "CHIP" + }, + "VA" : { + "FAMIS" : "CHIP" + }, + "WA" : { + "Apple Health for Kids" : "CHIP" + }, + "WV" : { + "WVCHIP" : "CHIP" + }, + "WI" : { + "BadgerCare Plus" : "CHIP" + }, + "WY" : { + "Kid Care CHIP" : "CHIP" + } } } \ No newline at end of file diff --git a/fieldExtraction/crosswalk/mappings/crosswalk_program_lob.json b/fieldExtraction/crosswalk/mappings/crosswalk_program_lob.json index 06437e6..370b9e2 100644 --- a/fieldExtraction/crosswalk/mappings/crosswalk_program_lob.json +++ b/fieldExtraction/crosswalk/mappings/crosswalk_program_lob.json @@ -1,30 +1,230 @@ { "metadata": { - "from_col": "MBR_PROGRAM_DESC", - "to_col": "MBR_PRODUCT_LOB" + "from_col": "AARETE_DERIVED_PROGRAM", + "to_col": "AARETE_DERIVED_LOB" }, "mapping": { - "Aged, Blind, Disabled (ABD)": "Medicaid", - "Children\u2019s Health Insurance Program (CHIP)": "Medicaid", - "Children\u2019s Health Insurance Program Perinate (CHIP-Perinate)": "Medicaid", - "Foster Care": "Medicaid", - "Intellectual and Developmental Disability (IDD)": "Medicaid", - "Temporary Assistance Needy Families (TANF)": "Medicaid", - "Chronic Condition Special Needs Plan (C-SNP)": "Medicare-Medicaid", - "Dual Eligible Special Needs Plan (D-SNP)": "Medicare-Medicaid", - "Institutional Special Needs Plan (I-SNP)": "Medicare-Medicaid", - "Long-Term Services and Supports (LTSS)": "Medicare-Medicaid", - "Program of All-Inclusive Care for the Elderly (PACE)": "Medicare-Medicaid", - "Special Needs Plan (SNP)": "Medicare-Medicaid", - "Medicare Advantage": "Medicare", - "Supplemental": "Medicare", - "Administrative Services Only (ASO)": "Commercial-Group", - "Third-Party Administrator (TPA)": "Commercial-Group", - "Self-Funded": "Commercial-Group", - "Employer Funded": "Commercial-Group", - "Platinum": "Marketplace-Exchange-Individual & Family", - "Gold": "Marketplace-Exchange-Individual & Family", - "Silver": "Marketplace-Exchange-Individual & Family", - "Bronze": "Marketplace-Exchange-Individual & Family" + "CHIP" : "Medicaid", + "CHIP-P" : "Medicaid", + "ABD" : "Medicaid", + "ABP" : "Medicaid", + "CFC" : "Medicaid", + "FC" : "Medicaid", + "HCBS" : "Medicaid", + "HHS" : "Medicaid", + "HOSPICE" : "Medicaid", + "IDD" : "Medicaid", + "IMD" : "Medicaid", + "MLTC" : "Medicaid", + "PAS" : "Medicaid", + "PU21" : "Medicaid", + "SNAP" : "Medicaid", + "TANF" : "Medicaid", + "SNP" : "Duals", + "C-SNP" : "Duals", + "D-SNP" : "Duals", + "FIDE-SNP" : "Duals", + "HIDE-SNP" : "Duals", + "I-SNP" : "Duals", + "MMAI" : "Duals", + "MMCP" : "Duals", + "MMP" : "Duals", + "PACE" : "Duals", + "MA" : "Medicare", + "Supp" : "Medicare", + "SF" : "Commercial", + "FF" : "Commercial", + "PLAT" : "Marketplace", + "GOLD" : "Marketplace", + "SLVR" : "Marketplace", + "BRNZ" : "Marketplace", + "CONN" : "Marketplace", + "CATA" : "Marketplace" + }, + "state_mapping" : { + "AL" : { + "Alabama Medicaid" : "Medicaid" + }, + "AK" : { + "DenaliCare" : "Medicaid" + }, + "AZ" : { + "Arizona Health Care Cost Containment System" : "Medicaid", + "Arizona Health Insurance Exchange" : "Marketplace" + }, + "AR" : { + "Arkansas Medicaid" : "Medicaid", + "Arkansas Health Connector" : "Marketplace" + }, + "CA" : { + "Medi-Cal" : "Medicaid", + "Covered California" : "Marketplace" + }, + "CO" : { + "Health First Colorado" : "Medicaid", + "Connect for Health Colorado" : "Marketplace" + }, + "CT" : { + "Husky Health" : "Medicaid", + "Access Health CT" : "Marketplace" + }, + "DE" : { + "Diamond State Health Plan" : "Medicaid", + "Choose Health Delaware" : "Marketplace" + }, + "DC" : { + "DC Medicaid" : "Medicaid", + "DC Health Link" : "Marketplace" + }, + "FL" : { + "Florida Statewide Medicaid Managed Care Program (SMMC)" : "Medicaid" + }, + "GA" : { + "Georgia Medicaid" : "Medicaid", + "Georgia Access" : "Marketplace" + }, + "HI" : { + "Med-QUEST" : "Medicaid", + "Hawaii Health Connector" : "Marketplace" + }, + "ID" : { + "Idaho Medicaid" : "Medicaid", + "Your Health Idaho" : "Marketplace" + }, + "IL" : { + "HealthChoice Illinois" : "Medicaid", + "Get Covered Illinois" : "Marketplace" + }, + "IN" : { + "Indiana Medicaid" : "Medicaid" + }, + "IA" : { + "Iowa Health Link" : "Medicaid" + }, + "KS" : { + "KanCare" : "Medicaid" + }, + "KY" : { + "Kentucky Medicaid" : "Medicaid", + "Kynect" : "Marketplace" + }, + "LA" : { + "Healthy Louisiana" : "Medicaid", + "Louisiana State Insurance Exchange" : "Marketplace" + }, + "ME" : { + "MaineCare" : "Medicaid", + "CoverME" : "Marketplace" + }, + "MD" : { + "Maryland HealthChoice" : "Medicaid", + "Maryland Health Connection" : "Marketplace" + }, + "MA" : { + "MassHealth" : "Medicaid", + "Massachusetts Health Connector" : "Marketplace" + }, + "MI" : { + "Healthy Michigan Plan" : "Medicaid" + }, + "MN" : { + "Minnesota Medical Assistance" : "Medicaid", + "MNsure" : "Marketplace" + }, + "MS" : { + "Mississippi Division of Medicaid" : "Medicaid", + "MississippiCAN" : "Medicaid" + }, + "MO" : { + "MO HealthNet" : "Medicaid" + }, + "MT" : { + "Montana Medicaid Expansion" : "Medicaid" + }, + "NE" : { + "Heritage Health" : "Medicaid" + }, + "NV" : { + "Nevada Medicaid" : "Medicaid", + "Nevada Health Link" : "Marketplace", + "Silver State Health Insurance Exchange" : "Marketplace" + }, + "NH" : { + "New Hampshire Medicaid" : "Medicaid", + "NH Health Families" : "Marketplace" + }, + "NJ" : { + "NJ FamilyCare" : "Medicaid", + "Get Covered NJ" : "Marketplace" + }, + "NM" : { + "Centennial Care" : "Medicaid", + "WellNM" : "Marketplace" + }, + "NY" : { + "New York State Medicaid" : "Medicaid", + "NY State of Health" : "Marketplace" + }, + "NC" : { + "North Carolina Medicaid" : "Medicaid" + }, + "ND" : { + "North Dakota Medicaid" : "Medicaid" + }, + "OH" : { + "Ohio Medicaid" : "Medicaid" + }, + "OK" : { + "SoonerCare" : "Medicaid" + }, + "OR" : { + "Oregon Health Plan" : "Medicaid", + "OregonHealthCare" : "Marketplace" + }, + "PA" : { + "Pennsylvania Medical Assistance" : "Medicaid", + "Pennie" : "Marketplace" + }, + "RI" : { + "Rhode Island Medicaid" : "Medicaid", + "HealthSource RI" : "Marketplace" + }, + "SC" : { + "Healthy Connections" : "Medicaid" + }, + "SD" : { + "South Dakota Medicaid" : "Medicaid" + }, + "TN" : { + "TennCare" : "Medicaid" + }, + "TX" : { + "STAR" : "Medicaid" + }, + "UT" : { + "Healthy U" : "Medicaid" + }, + "VT" : { + "Green Mountain Care" : "Medicaid", + "Vermont Health Connect" : "Marketplace" + }, + "VA" : { + "Cardinal Care" : "Medicaid", + "Cover Virginia" : "Marketplace", + "CoverVA" : "Marketplace" + }, + "WA" : { + "Apple Health" : "Medicaid", + "Washington Healthplanfinder" : "Marketplace" + }, + "WV" : { + "West Virginia Medicaid" : "Medicaid" + }, + "WI" : { + "BadgerCare Plus" : "Medicaid" + }, + "WY" : { + "EqualityCare" : "Medicaid" + } } } \ No newline at end of file diff --git a/fieldExtraction/src/config.py b/fieldExtraction/src/config.py index 8224d3a..d3e122d 100644 --- a/fieldExtraction/src/config.py +++ b/fieldExtraction/src/config.py @@ -114,7 +114,7 @@ FIELDS = get_arg_value("fields", "abc") # Valid: ac, b, abc FIELD_JSON_PATH = "src/prompts/investment_prompts.json" # Client-specific args -STATE = get_arg_value("state", "None").upper() +STATE = [s.strip() for s in get_arg_value("state", "None").upper().split("-") if s] # File IO args LOCAL_PATH = get_arg_value( diff --git a/fieldExtraction/src/constants/investment_values.py b/fieldExtraction/src/constants/investment_values.py index 9fcf82e..ee87b34 100644 --- a/fieldExtraction/src/constants/investment_values.py +++ b/fieldExtraction/src/constants/investment_values.py @@ -1,20 +1,10 @@ from crosswalk.crosswalk_utils import CrosswalkBuilder -VALID_LOBS = [ - "MEDICAID", - "MEDICARE-MEDICAID", - "MEDICARE", - "MEDICARE-ADVANTAGE" - "COMMERCIAL", - "COMMERCIAL-EXCHANGE", - "GROUP", - "MARKETPLACE", - "CORRECTIONS", - "VETERANS AFFAIRS", - "CIVILIAN HEALTH AND MEDICAL PROGRAM", - "TRICARE" -] +# Dynamic values +VALID_LOBS = list(CrosswalkBuilder().from_json(path="crosswalk/mappings/crosswalk_lob.json").mapping.keys()) +VALID_PROGRAMS = list(CrosswalkBuilder().from_json(path="crosswalk/mappings/crosswalk_program.json").mapping.keys()) +VALID_NETWORKS = list(CrosswalkBuilder().from_json(path="crosswalk/mappings/crosswalk_network.json").mapping.keys()) VALID_PROV_SPECIALTY = list(CrosswalkBuilder().from_json(path="crosswalk/mappings/crosswalk_provider_specialty.json").mapping.keys()) @@ -54,52 +44,6 @@ VALID_PROV_TYPE = [ ] -VALID_NETWORKS = [ - "HMO", - "HEALTH MAINTENANCE ORGANIZATION", - "EPO", - "EXCLUSIVE PROVIDER ORGANIZATION", - "POS", - "POINT OF SERVICE", - "PPO", - "PREFERRED PROVIDER ORGANIZATION", - "FFS", - "INDEMNITY" -] -VALID_AARETE_DERIVED_NETWORKS = [ - "HMO", - "EPO", - "POS", - "PPO", - "FFS" -] - -VALID_PROGRAMS = [ - "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)", - "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)", - "MEDICARE ADVANTAGE", - "SUPPLEMENTAL", - "ADMINISTRATIVE SERVICES ONLY (ASO)", - "THIRD-PARTY ADMINISTRATOR (TPA)", - "SELF-FUNDED", - "EMPLOYER FUNDED", - "PLATINUM", - "GOLD", - "SILVER", - "BRONZE" -] - - VALID_AARETE_DERIVED_FEE_SCHEDULE = [ "CMS", "Medicare", "State", "Medicaid", diff --git a/fieldExtraction/src/constants/valid.py b/fieldExtraction/src/constants/valid.py index 615942f..ec360c7 100644 --- a/fieldExtraction/src/constants/valid.py +++ b/fieldExtraction/src/constants/valid.py @@ -15,9 +15,8 @@ VALID_LOBS = [ ## PROGRAMS ## -state_list = config.STATE.split("-") VALID_PROGRAMS = [] -for state in state_list: +for state in config.STATE: if state == "TX": VALID_PROGRAMS += [ "CHIP", diff --git a/fieldExtraction/src/investment/aarete_derived.py b/fieldExtraction/src/investment/aarete_derived.py index 8ca68e3..452d471 100644 --- a/fieldExtraction/src/investment/aarete_derived.py +++ b/fieldExtraction/src/investment/aarete_derived.py @@ -37,7 +37,7 @@ def get_crosswalk_answers(crosswalk_fields, aarete_derived_answers_df): if from_field in aarete_derived_answers_df: # Apply crosswalk transformation to the entire column aarete_derived_answers_df[to_field.field_name] = aarete_derived_answers_df[from_field].map( - lambda x: apply_crosswalk(str(x).upper(), crosswalk_mapping) + lambda x: apply_crosswalk(str(x), crosswalk_mapping) ) return aarete_derived_answers_df