diff --git a/.gitignore b/.gitignore index 98eefb5..76454fe 100644 --- a/.gitignore +++ b/.gitignore @@ -46,6 +46,10 @@ Thumbs.db # Data/cache .cache/ +!aca_calc/data/ +!aca_calc/data/*.json +!src/data/ +!src/data/** # data/ is gitignored except for the stub fixtures committed for build/CI. data/* !data/households @@ -68,4 +72,4 @@ next-env.d.ts .vercel # Env -.env*.local \ No newline at end of file +.env*.local diff --git a/.streamlit/config.toml b/.streamlit/config.toml deleted file mode 100644 index 9dc3daa..0000000 --- a/.streamlit/config.toml +++ /dev/null @@ -1,13 +0,0 @@ -[theme] -primaryColor = "#2C6496" -backgroundColor = "#FFFFFF" -secondaryBackgroundColor = "#F0F2F6" -textColor = "#262730" -font = "sans serif" - -[server] -headless = true -port = 8501 - -[browser] -gatherUsageStats = false \ No newline at end of file diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 41e86d4..de96e6f 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -2,43 +2,66 @@ ## Code Structure -### Main Application (`app.py`) +### React Application -**Key Functions:** +The user-facing ACA calculator lives in the Next.js/React app: -1. **`calculate_ptc()`** - Core calculation logic - - Builds household situation dictionary - - Applies reform parameters if requested - - Returns PTC and SLCSP values - - County format: "Travis County" → "TRAVIS_COUNTY_TX" +- `app/`: Next.js shell +- `src/App.jsx`: top-level application routing and tabs +- `src/components/Calculator.jsx`: calculator orchestration +- `src/components/CalculatorForm.jsx`: household input form +- `src/components/CalculatorResults.jsx`: calculator outputs and charts +- `src/views/LocalImpact.jsx`: local enrollment and premium context -2. **`create_chart()`** - Visualization - - Generates income sweep curves - - Shows user's position on curves - - Compares baseline vs reform scenarios +Run it locally with: -3. **`main()`** - Streamlit UI - - Handles user inputs - - Displays results - - Manages session state +```bash +npm run dev +``` + +The calculator route is `/#calculator`. + +### Python Package + +Reusable PolicyEngine and data access logic lives in `aca_calc/`: + +1. `aca_calc/calculations/ptc.py` + - Builds household situations + - Applies ACA reform parameters when requested + - Returns PTC, SLCSP, FPL, and FPL percentage values + +2. `aca_calc/calculations/household.py` + - Builds PolicyEngine household dictionaries + - Handles spouse, dependent, county, ZIP, and income-axis structure + +3. `aca_calc/enrollment_context.py` + - Loads checked-in CMS Marketplace enrollment fixtures + - Labels HealthCare.gov-platform states versus fallback-only states + - Provides county and congressional district local context ### Data Files -- **`counties.json`**: 3,143 counties across all 50 states + DC -- **`process_counties.py`**: Updates county data from PolicyEngine +- `counties.json`: counties across all states plus DC +- `aca_calc/data/enrollment_context_2026_counties.json`: tiny county fixture +- `aca_calc/data/enrollment_context_2026_districts.json`: tiny district fixture +- `aca_calc/data/marketplace_platforms_2026.json`: state Marketplace platform config +- `process_counties.py`: updates county data from PolicyEngine ## Testing ```bash -# Quick verification test -python tests/test_reform_verification.py +npm run lint +npm run build +uv run pytest +``` -# Comprehensive tests -python tests/test_app_comprehensive.py +For local impact work, the focused Python tests are: -# State-specific tests -python tests/test_texas.py -python tests/test_nj.py +```bash +uv run pytest \ + tests/test_enrollment_context.py \ + tests/test_enrollment_ingest.py \ + tests/test_congressional_district_ingest.py ``` ## PolicyEngine Integration @@ -49,43 +72,50 @@ python tests/test_nj.py situation = { "people": {...}, "families": {...}, - "spm_units": {...}, # Required! + "spm_units": {...}, "tax_units": {...}, "households": {...}, - "marital_units": {...} # If married/partnered + "marital_units": {...}, } ``` -**Important**: Always include `spm_units` for accurate ACA calculations. +Always include `spm_units` for accurate ACA calculations. Add +`marital_units` when the household includes a spouse or child dependents. ### Reform Parameters IRA enhancements modify these PolicyEngine parameters: + ```python -"gov.aca.ptc_phase_out_rate[0-6].amount" # Contribution percentages -"gov.aca.ptc_income_eligibility[2].amount" # Remove 400% FPL cap +"gov.aca.ptc_phase_out_rate[0-6].amount" +"gov.aca.ptc_income_eligibility[2].amount" ``` ### County Format -PolicyEngine expects: `COUNTY_NAME_STATE` -- Examples: `TRAVIS_COUNTY_TX`, `BERGEN_COUNTY_NJ` -- All caps, underscores instead of spaces -- State abbreviation suffix +PolicyEngine expects `COUNTY_NAME_STATE`: + +- `TRAVIS_COUNTY_TX` +- `BERGEN_COUNTY_NJ` + +Use all caps, underscores instead of spaces, and a state abbreviation suffix. ## Common Issues ### SLCSP Returns $0 + - Check county name format -- Verify state has marketplace data -- Try without county (uses state default) +- Verify state has Marketplace pricing data +- Try without county to use the state default ### Reform Not Applied -- Ensure `use_reform=True` parameter -- Check Reform.from_dict() imports correctly -- Verify date format: "2026-01-01.2100-12-31" -### Calculations Don't Match Notebook +- Ensure `use_reform=True` +- Check `Reform.from_dict()` imports correctly +- Verify date ranges use the expected PolicyEngine parameter format + +### Calculations Do Not Match Notebook Values + - Check PolicyEngine version - Verify household structure matches - Confirm income is split correctly for couples @@ -93,26 +123,23 @@ PolicyEngine expects: `COUNTY_NAME_STATE` ## Adding Features ### New State-Specific Logic -1. Add to `calculate_ptc()` function -2. Test with multiple counties in that state -3. Compare against PolicyEngine web app + +1. Add reusable logic under `aca_calc/`. +2. Wire UI behavior through React components in `src/`. +3. Test with multiple counties or districts in that state. ### UI Changes -1. Modify `main()` function -2. Update session state handling -3. Test with various household types -### New Visualizations -1. Add to or modify `create_chart()` -2. Use Plotly for consistency -3. Include hover tooltips +1. Keep navigation in `src/App.jsx`. +2. Keep calculator state in the calculator components. +3. Match existing component and CSS conventions. -## Performance Tips +### New Visualizations -- Use `@st.cache_data` for expensive operations -- Load counties.json once at startup -- Minimize redundant PolicyEngine simulations +1. Prefer existing Recharts/D3 patterns. +2. Keep chart data preparation separate from visual rendering. +3. Include labels and hover states that work on desktop and mobile. ## Questions? -Check PolicyEngine docs: https://policyengine.github.io/policyengine-us/ \ No newline at end of file +Check PolicyEngine docs: https://policyengine.github.io/policyengine-us/ diff --git a/Makefile b/Makefile index 534cf93..9407953 100644 --- a/Makefile +++ b/Makefile @@ -11,7 +11,7 @@ format: @echo "Formatting complete" debug: - uv run streamlit run app.py + npm run dev clean: rm -rf __pycache__ .pytest_cache .coverage htmlcov diff --git a/README.md b/README.md index 1e14ab5..830f2d4 100644 --- a/README.md +++ b/README.md @@ -1,42 +1,54 @@ # ACA Premium Tax Credit Calculator -Compare 2026 Premium Tax Credits with and without Inflation Reduction Act (IRA) enhancements. +Compare 2026 Premium Tax Credits with and without Inflation Reduction Act +(IRA) enhancements, and pair household impacts with local Marketplace +enrollment context. -**🔗 [Try the Calculator](https://policyengine-aca-calc.streamlit.app/)** +**Try the calculator:** https://www.policyengine.org/us/aca-calc#calculator ## Overview -The Inflation Reduction Act enhanced ACA subsidies through 2025. This calculator shows what your credits would be in 2026 with and without extending these enhancements. +The Inflation Reduction Act enhanced ACA subsidies through 2025. This +calculator shows what household credits would be in 2026 with and without +extending those enhancements. -**Key Differences:** -- **With IRA Extension**: No income cap, lower premium contributions (0-8.5% of income) -- **After IRA Expires**: 400% FPL cap ("subsidy cliff"), higher contributions (2-9.5% of income) +Key differences: -## Quick Start - -### Use the Live App +- **With IRA extension:** no income cap, lower premium contributions + (0-8.5% of income) +- **After IRA expires:** 400% FPL cap ("subsidy cliff"), higher contributions + (2-9.5% of income) +- **Local impact:** Marketplace enrollment context for HealthCare.gov-platform + geographies where fine-grained CMS PUF data are available -Visit **[https://policyengine-aca-calc.streamlit.app/](https://policyengine-aca-calc.streamlit.app/)** to use the calculator immediately. +## Quick Start ### Run Locally ```bash -# Install dependencies -pip install -r requirements.txt - -# Run the app -streamlit run app.py +npm install +npm run dev ``` -The app will open at http://localhost:8501 +The React app runs at http://localhost:3000. The calculator is available at +http://localhost:3000/#calculator. + +Python tests and data utilities use the Python package in `aca_calc/`: + +```bash +uv run pytest +``` ## Features -- ✅ **All 50 States + DC**: Accurate calculations for every jurisdiction -- ✅ **3,143 Counties**: County-specific marketplace pricing -- ✅ **Real-time Comparison**: Side-by-side baseline vs. IRA extension -- ✅ **Interactive Charts**: See how credits change across income levels -- ✅ **Household Flexibility**: Single, married, with/without dependents +- All 50 states plus DC +- County-specific ACA pricing inputs +- Interactive household calculator for baseline, IRA extension, and additional + reform scenarios +- Local impact page with county and congressional district Marketplace + enrollment context +- Tiny checked-in CMS-style enrollment fixtures, structured for later ingestion + of processed full PUF files ## Example Results @@ -50,32 +62,44 @@ The app will open at http://localhost:8501 ## Technical Details Built with: -- **[PolicyEngine US](https://policyengine.org)**: Open-source tax-benefit microsimulation -- **[Streamlit](https://streamlit.io)**: Interactive web interface -- **[Plotly](https://plotly.com)**: Data visualization -County data sourced from PolicyEngine's ACA rating areas database. +- **Next.js + React:** interactive web application +- **PolicyEngine US:** open-source tax-benefit microsimulation +- **Recharts + D3:** data visualization +- **Python utilities:** enrollment fixture loaders and ingest helpers + +County data are sourced from PolicyEngine's ACA rating area data. Enrollment +context starts with small checked-in fixtures under `aca_calc/data/` and can be +repointed to processed CMS Marketplace PUF files later. ## Project Structure -``` +```text . -├── app.py # Main Streamlit application -├── counties.json # County data for all states -├── process_counties.py # County data processor -├── requirements.txt # Python dependencies -├── tests/ # Test files -├── notebooks/ # Analysis notebooks -└── archive/ # Historical files +├── app/ # Next.js app shell +├── src/ # React UI, pages, and client-side helpers +│ ├── components/ # Calculator, charts, and shared components +│ └── views/LocalImpact.jsx # Local impact view +├── aca_calc/ # Python calculation and data-access helpers +│ ├── calculations/ # PolicyEngine household/PTC utilities +│ └── data/ # Small checked-in enrollment fixtures +├── tests/ # Python unit tests +├── package.json # React/Next scripts +├── pyproject.toml # Python package/dependencies +└── requirements.txt # Python runtime dependencies ``` ## Development ```bash -# Run tests -python tests/test_reform_verification.py +npm run lint +npm run build +uv run pytest +``` + +To update county data: -# Update county data +```bash python process_counties.py ``` @@ -85,4 +109,4 @@ Open source - see PolicyEngine US license for underlying calculations. ## Credits -Calculations powered by [PolicyEngine US](https://github.com/PolicyEngine/policyengine-us) \ No newline at end of file +Calculations powered by [PolicyEngine US](https://github.com/PolicyEngine/policyengine-us). diff --git a/aca_calc/calculations/reforms.py b/aca_calc/calculations/reforms.py index 8da97b2..b451bd4 100644 --- a/aca_calc/calculations/reforms.py +++ b/aca_calc/calculations/reforms.py @@ -15,25 +15,25 @@ def create_enhanced_ptc_reform(): """ return Reform.from_dict( { - "gov.aca.required_contribution_percentage[0].amount": { + "gov.aca.ptc_phase_out_rate[0].amount": { "2026-01-01.2100-12-31": 0 }, - "gov.aca.required_contribution_percentage[1].amount": { + "gov.aca.ptc_phase_out_rate[1].amount": { "2026-01-01.2100-12-31": 0 }, - "gov.aca.required_contribution_percentage[2].amount": { + "gov.aca.ptc_phase_out_rate[2].amount": { "2026-01-01.2100-12-31": 0 }, - "gov.aca.required_contribution_percentage[3].amount": { + "gov.aca.ptc_phase_out_rate[3].amount": { "2026-01-01.2100-12-31": 0.02 }, - "gov.aca.required_contribution_percentage[4].amount": { + "gov.aca.ptc_phase_out_rate[4].amount": { "2026-01-01.2100-12-31": 0.04 }, - "gov.aca.required_contribution_percentage[5].amount": { + "gov.aca.ptc_phase_out_rate[5].amount": { "2026-01-01.2100-12-31": 0.06 }, - "gov.aca.required_contribution_percentage[6].amount": { + "gov.aca.ptc_phase_out_rate[6].amount": { "2026-01-01.2100-12-31": 0.085 }, "gov.aca.ptc_income_eligibility[2].amount": { @@ -65,3 +65,46 @@ def create_700fpl_reform(): except ImportError: # Fallback if the reform isn't available in the installed version return None + + +def create_additional_bracket_reform(): + """Create linear bracket extension reform for ACA PTC. + + This reform extends premium subsidies beyond the standard 400% FPL cliff + using a linear formula. Above the transition threshold (typically 300% FPL), + the contribution percentage increases linearly based on the increment rate + (typically 4 percentage points per 100% FPL). + + The reform creates a more gradual phase-out of subsidies, reducing the + cliff effect where households just above 400% FPL lose all subsidies. + + Returns: + Reform: PolicyEngine reform object + """ + try: + from policyengine_us.reforms.aca.aca_ptc_additional_bracket import aca_ptc_additional_bracket + return aca_ptc_additional_bracket + except ImportError: + return None + + +def create_simplified_bracket_reform(): + """Create simplified linear phase-out reform for ACA PTC. + + This reform creates a single linear phase-out starting at 100% FPL, + where the contribution percentage increases by 4 percentage points + per 100% FPL increment. This results in a simpler, more aggressive + phase-out compared to the additional bracket reform. + + The reform eliminates the standard ACA bracket structure entirely, + replacing it with one continuous linear progression from 100% FPL + onwards. + + Returns: + Reform: PolicyEngine reform object + """ + try: + from policyengine_us.reforms.aca.aca_ptc_simplified_bracket import aca_ptc_simplified_bracket + return aca_ptc_simplified_bracket + except ImportError: + return None diff --git a/aca_calc/congressional_district_ingest.py b/aca_calc/congressional_district_ingest.py new file mode 100644 index 0000000..3da5aa7 --- /dev/null +++ b/aca_calc/congressional_district_ingest.py @@ -0,0 +1,377 @@ +"""Build compact congressional district context from Census and CMS inputs.""" + +from __future__ import annotations + +import argparse +import csv +import json +import xml.etree.ElementTree as ET +from pathlib import Path +from typing import Any + + +STATE_FIPS_TO_ABBR = { + "01": "AL", + "02": "AK", + "04": "AZ", + "05": "AR", + "06": "CA", + "08": "CO", + "09": "CT", + "10": "DE", + "11": "DC", + "12": "FL", + "13": "GA", + "15": "HI", + "16": "ID", + "17": "IL", + "18": "IN", + "19": "IA", + "20": "KS", + "21": "KY", + "22": "LA", + "23": "ME", + "24": "MD", + "25": "MA", + "26": "MI", + "27": "MN", + "28": "MS", + "29": "MO", + "30": "MT", + "31": "NE", + "32": "NV", + "33": "NH", + "34": "NJ", + "35": "NM", + "36": "NY", + "37": "NC", + "38": "ND", + "39": "OH", + "40": "OK", + "41": "OR", + "42": "PA", + "44": "RI", + "45": "SC", + "46": "SD", + "47": "TN", + "48": "TX", + "49": "UT", + "50": "VT", + "51": "VA", + "53": "WA", + "54": "WV", + "55": "WI", + "56": "WY", +} + +COUNT_FIELDS = ( + "marketplace_plan_selections", + "new_consumers", + "returning_consumers", + "consumers_with_aptc_or_csr", + "aptc_consumers", + "consumers_premium_after_aptc_lte_10", +) + + +def _int_value(value: Any) -> int: + if value is None: + return 0 + return int(round(float(value))) + + +def _float_value(value: Any) -> float | None: + if value is None: + return None + try: + return float(value) + except (TypeError, ValueError): + return None + + +def _parse_coordinates(value: str) -> list[list[float]]: + coordinates = [] + for coordinate in value.split(): + lon, lat, *_ = coordinate.split(",") + coordinates.append([round(float(lon), 5), round(float(lat), 5)]) + return list(reversed(coordinates)) + + +def _district_label(state: str, district: str, namelsad: str) -> str: + if district == "00": + return f"{state} at-large" + return f"{state}-{int(district):02d}" if district.isdigit() else namelsad + + +def build_district_geography(kml_path: str | Path) -> dict[str, Any]: + """Parse Census cartographic boundary KML into compact GeoJSON.""" + namespace = {"kml": "http://www.opengis.net/kml/2.2"} + root = ET.parse(kml_path).getroot() + features = [] + + for placemark in root.findall(".//kml:Placemark", namespace): + data = { + item.attrib["name"]: item.text or "" + for item in placemark.findall(".//kml:SimpleData", namespace) + } + state_fips = data.get("STATEFP") + state = STATE_FIPS_TO_ABBR.get(state_fips or "") + if state is None: + continue + + polygons = [] + for polygon in placemark.findall(".//kml:Polygon", namespace): + rings = [] + outer = polygon.find( + "./kml:outerBoundaryIs/kml:LinearRing/kml:coordinates", + namespace, + ) + if outer is not None and outer.text: + rings.append(_parse_coordinates(outer.text)) + + for inner in polygon.findall( + "./kml:innerBoundaryIs/kml:LinearRing/kml:coordinates", + namespace, + ): + if inner.text: + rings.append(_parse_coordinates(inner.text)) + + if rings: + polygons.append(rings) + + district = data["CD119FP"] + features.append( + { + "type": "Feature", + "properties": { + "geoid": data["GEOID"], + "state": state, + "state_fips": state_fips, + "district": district, + "label": _district_label( + state, + district, + data["NAMELSAD"], + ), + "namelsad": data["NAMELSAD"], + }, + "geometry": { + "type": "MultiPolygon", + "coordinates": polygons, + }, + } + ) + + return { + "type": "FeatureCollection", + "congress": 119, + "source": "U.S. Census Bureau 2024 Cartographic Boundary File, 119th Congressional Districts, 1:20,000,000", + "source_url": "https://www2.census.gov/geo/tiger/GENZ2024/kml/cb_2024_us_cd119_20m.zip", + "features": sorted( + features, + key=lambda feature: feature["properties"]["geoid"], + ), + } + + +def _empty_accumulator(row: dict[str, str], state: str) -> dict[str, Any]: + geoid = row["GEOID_CD119_20"] + district = geoid[2:] + return { + "state": state, + "district_geoid": geoid, + "district": district, + "district_label": _district_label( + state, + district, + row["NAMELSAD_CD119_20"], + ), + "district_name": row["NAMELSAD_CD119_20"], + "source_counties": set(), + "county_part_count": 0, + "weighted": {field: 0.0 for field in COUNT_FIELDS}, + "premium_weight": 0.0, + "premium_denominator": 0.0, + "premium_after_aptc_weight": 0.0, + "premium_after_aptc_denominator": 0.0, + "aptc_weight": 0.0, + "aptc_denominator": 0.0, + } + + +def build_district_enrollment_records( + enrollment_data: dict[str, Any], + relationship_path: str | Path, +) -> list[dict[str, Any]]: + """Aggregate county CMS rows to 119th congressional districts. + + Split counties are apportioned by Census county-to-district land-area + overlap. This keeps the first slice deterministic while leaving room for a + future ZIP/block allocation. + """ + county_records = { + record["county_fips"]: record + for record in enrollment_data.get("records", []) + if record.get("county_fips") + } + district_accumulators: dict[str, dict[str, Any]] = {} + + with Path(relationship_path).open(encoding="utf-8-sig", newline="") as f: + reader = csv.DictReader(f, delimiter="|") + for row in reader: + county_record = county_records.get(row["GEOID_COUNTY_20"]) + if county_record is None: + continue + + county_land_area = _float_value(row["AREALAND_COUNTY_20"]) or 0 + part_land_area = _float_value(row["AREALAND_PART"]) or 0 + if county_land_area <= 0 or part_land_area <= 0: + continue + + weight = part_land_area / county_land_area + district_geoid = row["GEOID_CD119_20"] + state = county_record["state"] + accumulator = district_accumulators.setdefault( + district_geoid, + _empty_accumulator(row, state), + ) + accumulator["source_counties"].add(row["GEOID_COUNTY_20"]) + accumulator["county_part_count"] += 1 + + for field in COUNT_FIELDS: + accumulator["weighted"][field] += ( + _int_value(county_record.get(field)) * weight + ) + + plan_selections = ( + _int_value(county_record.get("marketplace_plan_selections")) + * weight + ) + aptc_consumers = _int_value(county_record.get("aptc_consumers")) * weight + average_premium = _float_value(county_record.get("average_premium")) + average_premium_after_aptc = _float_value( + county_record.get("average_premium_after_aptc") + ) + average_aptc = _float_value(county_record.get("average_aptc")) + + if average_premium is not None and plan_selections: + accumulator["premium_weight"] += average_premium * plan_selections + accumulator["premium_denominator"] += plan_selections + if average_premium_after_aptc is not None and plan_selections: + accumulator["premium_after_aptc_weight"] += ( + average_premium_after_aptc * plan_selections + ) + accumulator["premium_after_aptc_denominator"] += plan_selections + if average_aptc is not None and aptc_consumers: + accumulator["aptc_weight"] += average_aptc * aptc_consumers + accumulator["aptc_denominator"] += aptc_consumers + + records = [] + for accumulator in district_accumulators.values(): + premium_denominator = accumulator["premium_denominator"] + premium_after_aptc_denominator = accumulator[ + "premium_after_aptc_denominator" + ] + aptc_denominator = accumulator["aptc_denominator"] + records.append( + { + "state": accumulator["state"], + "district_geoid": accumulator["district_geoid"], + "district": accumulator["district"], + "district_label": accumulator["district_label"], + "district_name": accumulator["district_name"], + "marketplace_plan_selections": round( + accumulator["weighted"]["marketplace_plan_selections"] + ), + "new_consumers": round(accumulator["weighted"]["new_consumers"]), + "returning_consumers": round( + accumulator["weighted"]["returning_consumers"] + ), + "consumers_with_aptc_or_csr": round( + accumulator["weighted"]["consumers_with_aptc_or_csr"] + ), + "aptc_consumers": round(accumulator["weighted"]["aptc_consumers"]), + "average_premium": ( + round(accumulator["premium_weight"] / premium_denominator) + if premium_denominator + else None + ), + "average_premium_after_aptc": ( + round( + accumulator["premium_after_aptc_weight"] + / premium_after_aptc_denominator + ) + if premium_after_aptc_denominator + else None + ), + "average_aptc": ( + round(accumulator["aptc_weight"] / aptc_denominator) + if aptc_denominator + else None + ), + "consumers_premium_after_aptc_lte_10": round( + accumulator["weighted"]["consumers_premium_after_aptc_lte_10"] + ), + "source_county_count": len(accumulator["source_counties"]), + "county_part_count": accumulator["county_part_count"], + } + ) + + return sorted( + records, + key=lambda record: (record["state"], record["district"]), + ) + + +def build_district_enrollment_data( + enrollment_path: str | Path, + relationship_path: str | Path, +) -> dict[str, Any]: + with Path(enrollment_path).open() as f: + enrollment_data = json.load(f) + + return { + "year": enrollment_data.get("year", 2026), + "congress": 119, + "geography": "119th Congressional District", + "source": "CMS 2026 Marketplace Open Enrollment County-Level PUF and U.S. Census Bureau 119th congressional district relationship files", + "source_url": "https://www.census.gov/geographies/reference-files/2020/geo/relationship-files.html", + "allocation_method": "County-level CMS PUF rows are apportioned to 119th congressional districts by Census county-to-district land-area overlap.", + "records": build_district_enrollment_records( + enrollment_data, + relationship_path, + ), + } + + +def main() -> None: + parser = argparse.ArgumentParser() + parser.add_argument("--district-kml") + parser.add_argument("--district-geo-output") + parser.add_argument("--enrollment-context") + parser.add_argument("--relationship-file") + parser.add_argument("--district-context-output") + args = parser.parse_args() + + if args.district_kml and args.district_geo_output: + geography = build_district_geography(args.district_kml) + Path(args.district_geo_output).write_text( + json.dumps(geography, separators=(",", ":")) + "\n" + ) + + if ( + args.enrollment_context + and args.relationship_file + and args.district_context_output + ): + context = build_district_enrollment_data( + args.enrollment_context, + args.relationship_file, + ) + Path(args.district_context_output).write_text( + json.dumps(context, indent=2) + "\n" + ) + + +if __name__ == "__main__": + main() diff --git a/aca_calc/data/congressional_districts_119_20m.json b/aca_calc/data/congressional_districts_119_20m.json new file mode 100644 index 0000000..ab1e0b1 --- /dev/null +++ b/aca_calc/data/congressional_districts_119_20m.json @@ -0,0 +1 @@ +{"type":"FeatureCollection","congress":119,"source":"U.S. Census Bureau 2024 Cartographic Boundary File, 119th Congressional Districts, 1:20,000,000","source_url":"https://www2.census.gov/geo/tiger/GENZ2024/kml/cb_2024_us_cd119_20m.zip","features":[{"type":"Feature","properties":{"geoid":"0101","state":"AL","state_fips":"01","district":"01","label":"AL-01","namelsad":"Congressional District 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+ { + "state": "WY", + "district_geoid": "5600", + "district": "00", + "district_label": "WY at-large", + "district_name": "Congressional District (at Large)", + "marketplace_plan_selections": 41545, + "new_consumers": 5503, + "returning_consumers": 36042, + "consumers_with_aptc_or_csr": 36267, + "aptc_consumers": 36186, + "average_premium": 1217, + "average_premium_after_aptc": 235, + "average_aptc": 1127, + "consumers_premium_after_aptc_lte_10": 9569, + "source_county_count": 23, + "county_part_count": 23 + } + ] +} diff --git a/aca_calc/data/marketplace_platforms_2026.json b/aca_calc/data/marketplace_platforms_2026.json new file mode 100644 index 0000000..4e13492 --- /dev/null +++ b/aca_calc/data/marketplace_platforms_2026.json @@ -0,0 +1,59 @@ +{ + "year": 2026, + "healthcare_gov_states": [ + "AK", + "AL", + "AR", + "AZ", + "DE", + "FL", + "HI", + "IA", + "IN", + "KS", + "LA", + "MI", + "MO", + "MS", + "MT", + "NC", + "ND", + "NE", + "NH", + "OH", + "OK", + "OR", + "SC", + "SD", + "TN", + "TX", + "UT", + "WI", + "WV", + "WY" + ], + "state_based_marketplace_states": [ + "CA", + "CO", + "CT", + "DC", + "GA", + "ID", + "IL", + "KY", + "MA", + "MD", + "ME", + "MN", + "NJ", + "NM", + "NV", + "NY", + "PA", + "RI", + "VA", + "VT", + "WA" + ], + "fine_grained_puf_note": "CMS 2026 county- and ZIP-level Marketplace Open Enrollment PUFs cover states that use the HealthCare.gov platform. State-based marketplace states remain selectable, but this first slice shows a state-level fallback because CMS county/ZIP PUF rows are not available for those states." +} diff --git a/aca_calc/enrollment_context.py b/aca_calc/enrollment_context.py new file mode 100644 index 0000000..fe9a138 --- /dev/null +++ b/aca_calc/enrollment_context.py @@ -0,0 +1,222 @@ +"""CMS Marketplace enrollment context helpers.""" + +from __future__ import annotations + +import json +import re +from dataclasses import asdict, dataclass +from pathlib import Path +from typing import Any + + +DATA_DIR = Path(__file__).resolve().parent / "data" +DEFAULT_ENROLLMENT_PATH = DATA_DIR / "enrollment_context_2026_counties.json" +DEFAULT_PLATFORM_PATH = DATA_DIR / "marketplace_platforms_2026.json" + + +@dataclass(frozen=True) +class EnrollmentContext: + """Local Marketplace enrollment context for one state/county selection.""" + + year: int + state: str + county: str | None + status: str + marketplace_platform: str + fine_grained_cms_available: bool + county_context_available: bool + message: str + source: str | None = None + source_url: str | None = None + county_fips: str | None = None + marketplace_plan_selections: int | None = None + new_consumers: int | None = None + returning_consumers: int | None = None + consumers_with_aptc_or_csr: int | None = None + aptc_consumers: int | None = None + average_premium: float | None = None + average_premium_after_aptc: float | None = None + average_aptc: float | None = None + consumers_premium_after_aptc_lte_10: int | None = None + + def as_dict(self) -> dict[str, Any]: + """Return a JSON-serializable representation.""" + return asdict(self) + + +def load_marketplace_platforms( + path: str | Path = DEFAULT_PLATFORM_PATH, +) -> dict[str, Any]: + """Load the 2026 platform configuration.""" + with Path(path).open() as f: + return json.load(f) + + +def load_enrollment_records( + path: str | Path = DEFAULT_ENROLLMENT_PATH, +) -> dict[str, Any]: + """Load processed enrollment records. + + The default is a checked-in compact county extract generated from CMS + County-Level PUF rows. Future ingestion can point this function at a larger + processed CMS output with the same field names. + """ + with Path(path).open() as f: + return json.load(f) + + +def _normalize_state(state: str | None) -> str: + return (state or "").strip().upper() + + +def _normalize_county(county: str | None) -> str: + value = (county or "").strip().casefold() + value = re.sub(r"[^a-z0-9]+", " ", value) + value = re.sub(r"\s+", " ", value).strip() + for suffix in ( + " city and borough", + " census area", + " municipality", + " borough", + " county", + " parish", + ): + if value.endswith(suffix): + value = value.removesuffix(suffix).strip() + break + return value + + +def _county_keys(county: str | None) -> tuple[str, str]: + normalized = _normalize_county(county) + return normalized, normalized.replace(" ", "") + + +def _platform_for_state(state: str, platforms: dict[str, Any]) -> str: + if state in platforms["healthcare_gov_states"]: + return "HealthCare.gov" + if state in platforms["state_based_marketplace_states"]: + return "State-based marketplace" + return "Unknown" + + +def _record_index(records: list[dict[str, Any]]) -> dict[tuple[str, str], dict]: + index = {} + for record in records: + for county_key in _county_keys(record["county"]): + index[(record["state"].upper(), county_key)] = record + return index + + +def get_enrollment_context( + state: str, + county: str | None = None, + *, + enrollment_path: str | Path = DEFAULT_ENROLLMENT_PATH, + platform_path: str | Path = DEFAULT_PLATFORM_PATH, +) -> EnrollmentContext: + """Return CMS Marketplace enrollment context for a state/county. + + HealthCare.gov-platform states can have county/ZIP PUF detail. State-based + marketplace states return a clear fallback status because CMS does not + publish those county/ZIP PUF rows for them. + """ + platforms = load_marketplace_platforms(platform_path) + enrollment_data = load_enrollment_records(enrollment_path) + state_code = _normalize_state(state) + platform = _platform_for_state(state_code, platforms) + year = enrollment_data.get("year", platforms.get("year", 2026)) + source = enrollment_data.get("source") + source_url = enrollment_data.get("source_url") + + if platform == "Unknown": + return EnrollmentContext( + year=year, + state=state_code, + county=county, + status="unknown_state", + marketplace_platform=platform, + fine_grained_cms_available=False, + county_context_available=False, + message=( + f"{state_code or 'This state'} is not recognized in the " + "2026 Marketplace platform configuration." + ), + source=source, + source_url=source_url, + ) + + if platform == "State-based marketplace": + return EnrollmentContext( + year=year, + state=state_code, + county=county, + status="state_based_marketplace_fallback", + marketplace_platform=platform, + fine_grained_cms_available=False, + county_context_available=False, + message=( + f"{state_code} runs a state-based marketplace. CMS county/ZIP " + "Marketplace PUF detail is not available here, so this view " + "falls back to state-level context only." + ), + source=source, + source_url=source_url, + ) + + index = _record_index(enrollment_data.get("records", [])) + record = next( + ( + index[(state_code, county_key)] + for county_key in _county_keys(county) + if (state_code, county_key) in index + ), + None, + ) + + if record is None: + location = f"{county}, {state_code}" if county else state_code + return EnrollmentContext( + year=year, + state=state_code, + county=county, + status="not_in_compact_dataset", + marketplace_platform=platform, + fine_grained_cms_available=True, + county_context_available=False, + message=( + f"CMS county/ZIP PUF detail is available for {state_code}, " + f"but {location} is not included in the checked-in compact " + "county dataset yet." + ), + source=source, + source_url=source_url, + ) + + return EnrollmentContext( + year=year, + state=state_code, + county=record["county"], + status="county_context_available", + marketplace_platform=platform, + fine_grained_cms_available=True, + county_context_available=True, + message=( + f"Fine-grained CMS county enrollment context is available for " + f"{record['county']}, {state_code}." + ), + source=source, + source_url=source_url, + county_fips=record.get("county_fips"), + marketplace_plan_selections=record.get("marketplace_plan_selections"), + new_consumers=record.get("new_consumers"), + returning_consumers=record.get("returning_consumers"), + consumers_with_aptc_or_csr=record.get("consumers_with_aptc_or_csr"), + aptc_consumers=record.get("aptc_consumers"), + average_premium=record.get("average_premium"), + average_premium_after_aptc=record.get("average_premium_after_aptc"), + average_aptc=record.get("average_aptc"), + consumers_premium_after_aptc_lte_10=record.get( + "consumers_premium_after_aptc_lte_10" + ), + ) diff --git a/aca_calc/enrollment_ingest.py b/aca_calc/enrollment_ingest.py new file mode 100644 index 0000000..9dff610 --- /dev/null +++ b/aca_calc/enrollment_ingest.py @@ -0,0 +1,257 @@ +"""Build compact Marketplace enrollment context from CMS OEP PUF files.""" + +from __future__ import annotations + +import argparse +import csv +import json +from pathlib import Path +from typing import Any + + +DEFAULT_SOURCE = ( + "CMS 2026 Marketplace Open Enrollment Period County-Level and ZIP-Level " + "Public Use Files" +) +DEFAULT_SOURCE_URL = ( + "https://www.cms.gov/data-research/statistics-trends-reports/" + "marketplace-products/2026-marketplace-open-enrollment-period-public-use-files" +) +SUPPRESSED_VALUES = {"", "*", "+", "total"} + + +def parse_cms_number(value: str | int | float | None) -> int | float | None: + """Parse CMS PUF counts/currency while preserving suppressed values.""" + if value is None: + return None + if isinstance(value, int | float): + return value + + text = value.strip().strip('"') + if text.casefold() in SUPPRESSED_VALUES: + return None + + cleaned = text.replace("$", "").replace(",", "").strip() + if cleaned.casefold() in SUPPRESSED_VALUES: + return None + + try: + parsed = float(cleaned) + except ValueError: + return None + + return int(parsed) if parsed.is_integer() else parsed + + +def _int_value(value: str | int | float | None) -> int | None: + parsed = parse_cms_number(value) + return int(parsed) if parsed is not None else None + + +def _float_value(value: str | int | float | None) -> float | None: + parsed = parse_cms_number(value) + return float(parsed) if parsed is not None else None + + +def transform_county_row( + row: dict[str, str], + county_name: str, + zip_examples: list[dict[str, Any]] | None = None, +) -> dict[str, Any]: + """Transform a CMS County-Level PUF row into the app fixture schema.""" + record = { + "state": row["State_Abrvtn"].strip().upper(), + "county": county_name, + "county_fips": row["County_FIPS_Cd"].strip(), + "marketplace_plan_selections": _int_value(row.get("Cnsmr")), + "new_consumers": _int_value(row.get("New_Cnsmr")), + "returning_consumers": _int_value(row.get("Tot_Renrl")), + "consumers_with_aptc_or_csr": _int_value( + row.get("Cnsmr_Wth_APTC_CSR") + ), + "aptc_consumers": _int_value(row.get("APTC_Cnsmr")), + "average_premium": _float_value(row.get("Avg_Prm")), + "average_premium_after_aptc": _float_value( + row.get("Avg_Prm_Aftr_APTC") + ), + "average_aptc": _float_value(row.get("APTC_Cnsmr_Avg_APTC")), + "consumers_premium_after_aptc_lte_10": _int_value( + row.get("Cnsmr_Prm_Aftr_APTC_LTEQ10") + ), + } + if zip_examples: + record["zip_examples"] = zip_examples + return record + + +def transform_zip_row(row: dict[str, str]) -> dict[str, Any]: + """Transform a CMS ZIP-Level PUF row into a compact example row.""" + return { + "zip": row["zip"].strip(), + "marketplace_plan_selections": _int_value(row.get("Cnsmr")), + "aptc_consumers": _int_value(row.get("APTC_Cnsmr")), + "average_aptc": _float_value(row.get("APTC_Cnsmr_Avg_APTC")), + } + + +def load_zip_examples( + zip_puf_path: str | Path, + zip_codes: list[str], +) -> list[dict[str, Any]]: + """Return selected ZIP rows from a CMS ZIP-Level PUF CSV.""" + wanted = set(zip_codes) + examples: list[dict[str, Any]] = [] + + with Path(zip_puf_path).open(newline="") as f: + for row in csv.DictReader(f): + if row["zip"].strip() in wanted: + examples.append(transform_zip_row(row)) + + return sorted(examples, key=lambda record: record["zip"]) + + +def load_county_fips_mapping(path: str | Path) -> dict[str, str]: + """Load a county FIPS to county name mapping. + + Supports the Census national county code file shape + (STATE, STATEFP, COUNTYFP, COUNTYNAME, CLASSFP) and simple files with + county_fips/county_name columns. + """ + mapping: dict[str, str] = {} + + with Path(path).open(newline="") as f: + rows = list(csv.reader(f)) + + if not rows: + return mapping + + header = rows[0] + if {"county_fips", "county_name"}.issubset(header): + for values in rows[1:]: + row = dict(zip(header, values)) + mapping[row["county_fips"].strip()] = row["county_name"].strip() + return mapping + + census_header = ["STATE", "STATEFP", "COUNTYFP", "COUNTYNAME", "CLASSFP"] + data_rows = rows[1:] if header[:5] == census_header else rows + for row in data_rows: + if len(row) >= 4: + mapping[f"{row[1].strip()}{row[2].strip()}"] = row[3].strip() + + return mapping + + +def build_enrollment_context_fixture( + county_puf_path: str | Path, + county_fips_to_name: dict[str, str], + *, + zip_puf_path: str | Path | None = None, + zip_examples_by_county_fips: dict[str, list[str]] | None = None, + year: int = 2026, + source: str = DEFAULT_SOURCE, + source_url: str = DEFAULT_SOURCE_URL, +) -> dict[str, Any]: + """Build a compact fixture from selected CMS County/ZIP PUF rows.""" + zip_examples_by_county_fips = zip_examples_by_county_fips or {} + records: list[dict[str, Any]] = [] + + with Path(county_puf_path).open(newline="") as f: + for row in csv.DictReader(f): + county_fips = row.get("County_FIPS_Cd", "").strip() + if county_fips not in county_fips_to_name: + continue + + zip_examples = None + if zip_puf_path and county_fips in zip_examples_by_county_fips: + zip_examples = load_zip_examples( + zip_puf_path, + zip_examples_by_county_fips[county_fips], + ) + + records.append( + transform_county_row( + row, + county_fips_to_name[county_fips], + zip_examples=zip_examples, + ) + ) + + return { + "year": year, + "source": source, + "source_url": source_url, + "records": sorted( + records, + key=lambda record: (record["state"], record["county"]), + ), + } + + +def write_enrollment_context_fixture( + output_path: str | Path, + fixture: dict[str, Any], +) -> None: + """Write a compact enrollment context fixture.""" + with Path(output_path).open("w") as f: + json.dump(fixture, f, indent=2) + f.write("\n") + + +def _parse_county_mapping(values: list[str]) -> dict[str, str]: + return dict(value.split("=", 1) for value in values) + + +def _parse_zip_mapping(values: list[str]) -> dict[str, list[str]]: + return { + fips: [zip_code.strip() for zip_code in zip_codes.split(",")] + for fips, zip_codes in (value.split("=", 1) for value in values) + } + + +def main(argv: list[str] | None = None) -> None: + """CLI for creating a compact fixture from selected PUF rows.""" + parser = argparse.ArgumentParser() + parser.add_argument("--county-puf", required=True) + parser.add_argument("--output", required=True) + parser.add_argument( + "--county", + action="append", + default=[], + help="County mapping as FIPS=County Name. Can be passed repeatedly.", + ) + parser.add_argument( + "--county-fips", + help=( + "CSV mapping county FIPS codes to names. Supports Census " + "national_county.txt columns or county_fips/county_name columns." + ), + ) + parser.add_argument("--zip-puf") + parser.add_argument( + "--zip-examples", + action="append", + default=[], + help="ZIP mapping as FIPS=ZIP,ZIP. Can be passed repeatedly.", + ) + parser.add_argument("--year", type=int, default=2026) + args = parser.parse_args(argv) + + county_mapping = _parse_county_mapping(args.county) + if args.county_fips: + county_mapping = { + **load_county_fips_mapping(args.county_fips), + **county_mapping, + } + + fixture = build_enrollment_context_fixture( + args.county_puf, + county_mapping, + zip_puf_path=args.zip_puf, + zip_examples_by_county_fips=_parse_zip_mapping(args.zip_examples), + year=args.year, + ) + write_enrollment_context_fixture(args.output, fixture) + + +if __name__ == "__main__": + main() diff --git a/app.py b/app.py deleted file mode 100644 index 1fa4d7d..0000000 --- a/app.py +++ /dev/null @@ -1,929 +0,0 @@ -""" -ACA Health Coverage Interactive Story -====================================== -A scrollytelling experience explaining how ACA premium tax credits work -and how proposed reforms would affect different households. - -Uses precomputed PolicyEngine US simulation data for instant loading. -""" - -import streamlit as st -import numpy as np -import json -import os -from pathlib import Path -import plotly.graph_objects as go -import base64 - -st.set_page_config( - page_title="Understanding ACA Health Coverage Reforms", - layout="wide", - initial_sidebar_state="collapsed", -) - -# ============================================================================ -# Design Tokens (PolicyEngine App V2 Style) -# ============================================================================ - -COLORS = { - # Primary brand - teal - "primary": "#319795", - "primary_light": "#4FD1C5", - "primary_dark": "#285E61", - - # Secondary - gray scale - "gray_50": "#F9FAFB", - "gray_100": "#F2F4F7", - "gray_200": "#E2E8F0", - "gray_300": "#D1D5DB", - "gray_400": "#9CA3AF", - "gray_500": "#6B7280", - "gray_600": "#4B5563", - "gray_700": "#344054", - "gray_800": "#1F2937", - "gray_900": "#101828", - - # Semantic - "success": "#22C55E", - "warning": "#FEC601", - "error": "#EF4444", - - # Chart colors - "baseline": "#9CA3AF", # Gray for baseline/current law - "ira_reform": "#2C6496", # Blue for IRA extension - "bipartisan_reform": "#9467BD", # Purple for 700% FPL - "medicaid": "#319795", # Teal for Medicaid - "chip": "#38B2AC", # Lighter teal for CHIP - - # Text - "text_primary": "#000000", - "text_secondary": "#5A5A5A", - - # Background - "bg_primary": "#FFFFFF", - "bg_secondary": "#F5F9FF", -} - -FONTS = { - "primary": "Inter, -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif", - "body": "Roboto, -apple-system, BlinkMacSystemFont, 'Segoe UI', sans-serif", -} - -# ============================================================================ -# Preset Households -# ============================================================================ - -PRESET_HOUSEHOLDS = { - "tampa_family": { - "name": "Tampa Family of 4", - "description": "Two parents (age 40) with two children (ages 10 and 8) in Florida", - "age_head": 40, - "age_spouse": 40, - "dependent_ages": [10, 8], - "state": "FL", - "county": "Hillsborough County", - "is_expansion_state": False, - "key_insight": "Florida didn't expand Medicaid, creating a coverage gap for parents between 32% and 100% FPL.", - }, - "california_couple": { - "name": "California Couple", - "description": "An older couple (ages 64 and 62) in San Benito County, California", - "age_head": 64, - "age_spouse": 62, - "dependent_ages": [], - "state": "CA", - "county": "San Benito County", - "is_expansion_state": True, - "key_insight": "This older couple faces high premiums due to age-based rating, making subsidies especially valuable.", - }, - "texas_single": { - "name": "Single Adult in Texas", - "description": "A single 35-year-old in Harris County, Texas", - "age_head": 35, - "age_spouse": None, - "dependent_ages": [], - "state": "TX", - "county": "Harris County", - "is_expansion_state": False, - "key_insight": "Texas didn't expand Medicaid. Single adults below 100% FPL fall into the coverage gap with no affordable options.", - }, - "ny_family": { - "name": "Young Family in New York", - "description": "Two parents (ages 30 and 28) with a toddler (age 2) in New York City", - "age_head": 30, - "age_spouse": 28, - "dependent_ages": [2], - "state": "NY", - "county": "New York County", - "is_expansion_state": True, - "key_insight": "New York expanded Medicaid, so this family has coverage options at lower incomes, but faces the 400% FPL cliff.", - }, -} - -# ============================================================================ -# Scroll Section Content -# ============================================================================ - -SCROLL_SECTIONS = [ - { - "id": "intro", - "title": "Health Coverage in America", - "content": """ - Health insurance coverage in America is a patchwork of programs: **Medicaid** for low-income - households, **CHIP** for children, and **marketplace plans** with premium tax credits (PTCs) - for those who don't qualify for other coverage. - - The Affordable Care Act's premium tax credits help make marketplace coverage affordable, but - they're set to change dramatically in 2026 when current enhancements expire. - - **Scroll to explore how these programs work and how proposed reforms would affect real families.** - """, - "chart_state": "all_programs", - "highlight": None, - }, - { - "id": "medicaid", - "title": "Medicaid: The Foundation", - "content": """ - **Medicaid** provides free or low-cost coverage for low-income Americans. But eligibility - varies dramatically by state. - - In **expansion states** (like California and New York), adults qualify up to **138% of the - Federal Poverty Level (FPL)**. - - In **non-expansion states** (like Florida and Texas), parents may only qualify up to - **~32% FPL**, and childless adults often don't qualify at all—regardless of how low - their income is. - - This creates the infamous **"coverage gap"**: people too poor for subsidies but not - poor enough for Medicaid. - """, - "chart_state": "medicaid_focus", - "highlight": "medicaid", - }, - { - "id": "chip", - "title": "CHIP: Children's Coverage", - "content": """ - The **Children's Health Insurance Program (CHIP)** covers children in families with - incomes too high for Medicaid but who can't afford private insurance. - - CHIP eligibility extends much higher than adult Medicaid—typically up to **200-300% FPL** - depending on the state. - - This means in many families, children have coverage through CHIP while parents must - find other options. - """, - "chart_state": "chip_focus", - "highlight": "chip", - }, - { - "id": "ptc_basics", - "title": "Premium Tax Credits: How They Work", - "content": """ - **Premium Tax Credits** help pay for marketplace health insurance. The credit equals - the difference between: - - - The cost of the **benchmark plan** (second-lowest-cost Silver plan in your area) - - Your **required contribution** (a percentage of your income) - - The lower your income, the lower your required contribution percentage, and the - larger your tax credit. - - Currently, PTCs are available from **100% to 400% FPL** under baseline law. - """, - "chart_state": "ptc_baseline", - "highlight": "ptc_baseline", - }, - { - "id": "the_cliff", - "title": "The 400% FPL Cliff", - "content": """ - Under current law (after IRA enhancements expire), premium tax credits **completely - disappear** at 400% of the Federal Poverty Level. - - This creates a brutal "**subsidy cliff**" where earning just one more dollar can cost - a family **thousands** in lost subsidies. - - For a family of four, this cliff hits at around **$124,800** in 2026. - - Watch how the gray baseline line drops to zero—this is the cliff millions of - Americans face. - """, - "chart_state": "cliff_focus", - "highlight": "cliff", - }, - { - "id": "ira_extension", - "title": "The IRA Extension", - "content": """ - The **Inflation Reduction Act** enhanced premium tax credits through 2025, but these - enhancements are set to expire. - - **Extending the IRA subsidies** would: - - - **Eliminate the 400% FPL cliff** entirely - - **Cap contributions at 8.5%** of income for everyone - - Provide credits to households **at any income level** above 400% FPL - - The **blue line** shows how much more generous this is compared to baseline. - """, - "chart_state": "ira_reform", - "highlight": "ira", - }, - { - "id": "bipartisan_bill", - "title": "The Bipartisan Health Insurance Affordability Act", - "content": """ - A bipartisan group of lawmakers has proposed an alternative: the **Bipartisan Health - Insurance Affordability Act**. - - This bill would: - - - Extend eligibility to **700% FPL** (not unlimited like IRA) - - Use a different contribution schedule topping out at **9.25%** - - Create a **gradual phase-out** rather than a cliff - - The **purple line** shows this alternative. It's less generous than the IRA extension - at high incomes, but still far better than baseline. - """, - "chart_state": "both_reforms", - "highlight": "bipartisan", - }, - { - "id": "impact", - "title": "The Impact: Who Benefits?", - "content": """ - Both reforms primarily benefit households in the **middle-income range**—those earning - between 200% and 600% of FPL. - - For our example households: - - - **Younger families** see modest but meaningful gains - - **Older households** (like our California couple) see the largest dollar benefits - because their premiums are higher - - **Everyone above 400% FPL** benefits from cliff elimination - - The chart now shows the **change in net income**—the total benefit from reform. - """, - "chart_state": "impact", - "highlight": "impact", - }, - { - "id": "your_turn", - "title": "See How It Affects You", - "content": """ - Every household's situation is different. Your age, location, family size, and - income all affect your premium tax credits. - - **Try our calculator** to see exactly how these reforms would affect your family: - - 👉 [Open the ACA Calculator](/calc) - - Or explore the example households above to understand the patterns. - """, - "chart_state": "both_reforms", - "highlight": None, - }, -] - -# ============================================================================ -# Data Loading Functions -# ============================================================================ - -# Path to precomputed household data -DATA_DIR = Path(__file__).parent / "data" / "households" - - -@st.cache_data -def load_household_data(household_key): - """Load precomputed household data from JSON file. - - Data is precomputed by running: python precompute_households.py - This avoids expensive PolicyEngine simulations on page load. - """ - json_file = DATA_DIR / f"{household_key}.json" - - if json_file.exists(): - with open(json_file, "r") as f: - return json.load(f) - else: - st.error(f"Precomputed data not found for {household_key}. Run `python precompute_households.py` to generate.") - return None - - -@st.cache_data -def load_all_household_data(): - """Load all precomputed household data at once.""" - combined_file = DATA_DIR / "all_households.json" - - if combined_file.exists(): - with open(combined_file, "r") as f: - return json.load(f) - else: - # Fall back to loading individual files - all_data = {} - for key in PRESET_HOUSEHOLDS.keys(): - data = load_household_data(key) - if data: - all_data[key] = data - return all_data - - -def create_chart(data, chart_state, highlight=None): - """Create a Plotly chart based on the current scroll state.""" - income = np.array(data["income"]) - fpl = data["fpl"] - - fig = go.Figure() - - # Determine x-axis range - if chart_state == "cliff_focus": - x_max = fpl * 5 # Show up to 500% FPL for cliff focus - else: - # Find where PTCs end - ptc_ira = np.array(data["ptc_ira"]) - last_nonzero = np.where(ptc_ira > 0)[0] - x_max = income[last_nonzero[-1]] * 1.1 if len(last_nonzero) > 0 else 200000 - x_max = min(x_max, 300000) - - # Common layout settings - layout_kwargs = dict( - height=500, - plot_bgcolor="white", - paper_bgcolor="white", - font=dict(family=FONTS["body"], size=14), - margin=dict(l=80, r=40, t=60, b=80), - xaxis=dict( - tickformat="$,.0f", - range=[0, x_max], - gridcolor=COLORS["gray_200"], - title="Household Income", - title_font=dict(size=14, color=COLORS["text_secondary"]), - ), - yaxis=dict( - tickformat="$,.0f", - gridcolor=COLORS["gray_200"], - rangemode="tozero", - title_font=dict(size=14, color=COLORS["text_secondary"]), - ), - legend=dict( - orientation="h", - yanchor="bottom", - y=1.02, - xanchor="right", - x=1, - font=dict(size=12), - ), - hovermode="x unified", - ) - - # Add FPL markers as vertical lines - fpl_markers = [ - (1.0, "100% FPL"), - (1.38, "138% FPL"), - (4.0, "400% FPL"), - (7.0, "700% FPL"), - ] - - for mult, label in fpl_markers: - fpl_income = fpl * mult - if fpl_income < x_max: - fig.add_vline( - x=fpl_income, - line_dash="dot", - line_color=COLORS["gray_300"], - line_width=1, - annotation_text=label, - annotation_position="top", - annotation_font_size=10, - annotation_font_color=COLORS["gray_500"], - ) - - # Build traces based on chart state - if chart_state in ["all_programs", "medicaid_focus", "chip_focus"]: - # Show all health programs - medicaid = np.array(data["medicaid"]) - chip = np.array(data["chip"]) - ptc_baseline = np.array(data["ptc_baseline"]) - - # Medicaid trace - opacity = 1.0 if chart_state == "medicaid_focus" or highlight == "medicaid" else 0.7 - fig.add_trace(go.Scatter( - x=income, y=medicaid, - mode="lines", - name="Medicaid", - line=dict(color=COLORS["medicaid"], width=3 if opacity == 1.0 else 2), - opacity=opacity, - )) - - # CHIP trace (if any children) - if np.any(chip > 0): - opacity = 1.0 if chart_state == "chip_focus" or highlight == "chip" else 0.7 - fig.add_trace(go.Scatter( - x=income, y=chip, - mode="lines", - name="CHIP", - line=dict(color=COLORS["chip"], width=3 if opacity == 1.0 else 2), - opacity=opacity, - )) - - # PTC baseline - fig.add_trace(go.Scatter( - x=income, y=ptc_baseline, - mode="lines", - name="Premium Tax Credit (Baseline)", - line=dict(color=COLORS["baseline"], width=2), - opacity=0.7, - )) - - layout_kwargs["yaxis"]["title"] = "Annual Benefit Value" - layout_kwargs["title"] = dict( - text="Health Coverage Programs by Income", - font=dict(size=20, color=COLORS["primary"]), - ) - - elif chart_state in ["ptc_baseline", "cliff_focus"]: - # Focus on PTC baseline and the cliff - ptc_baseline = np.array(data["ptc_baseline"]) - - fig.add_trace(go.Scatter( - x=income, y=ptc_baseline, - mode="lines", - name="PTC (Current Law after 2025)", - line=dict(color=COLORS["baseline"], width=3), - fill="tozeroy", - fillcolor="rgba(156, 163, 175, 0.2)", - )) - - # Add cliff annotation - if chart_state == "cliff_focus": - cliff_income = fpl * 4 - fig.add_annotation( - x=cliff_income, - y=0, - text="THE CLIFF
Credits drop to $0", - showarrow=True, - arrowhead=2, - arrowcolor=COLORS["error"], - ax=0, - ay=-60, - bgcolor=COLORS["error"], - font=dict(color="white", size=12), - borderpad=8, - ) - - layout_kwargs["yaxis"]["title"] = "Annual Premium Tax Credit" - layout_kwargs["title"] = dict( - text="Premium Tax Credits Under Current Law", - font=dict(size=20, color=COLORS["primary"]), - ) - - elif chart_state == "ira_reform": - # Show baseline vs IRA reform - ptc_baseline = np.array(data["ptc_baseline"]) - ptc_ira = np.array(data["ptc_ira"]) - - fig.add_trace(go.Scatter( - x=income, y=ptc_baseline, - mode="lines", - name="Baseline (Current Law)", - line=dict(color=COLORS["baseline"], width=2), - )) - - fig.add_trace(go.Scatter( - x=income, y=ptc_ira, - mode="lines", - name="IRA Extension", - line=dict(color=COLORS["ira_reform"], width=3), - fill="tonexty", - fillcolor="rgba(44, 100, 150, 0.2)", - )) - - layout_kwargs["yaxis"]["title"] = "Annual Premium Tax Credit" - layout_kwargs["title"] = dict( - text="IRA Extension vs Current Law", - font=dict(size=20, color=COLORS["primary"]), - ) - - elif chart_state == "both_reforms": - # Show all three scenarios - ptc_baseline = np.array(data["ptc_baseline"]) - ptc_ira = np.array(data["ptc_ira"]) - ptc_700fpl = np.array(data["ptc_700fpl"]) if data["ptc_700fpl"] else None - - fig.add_trace(go.Scatter( - x=income, y=ptc_baseline, - mode="lines", - name="Baseline", - line=dict(color=COLORS["baseline"], width=2), - )) - - fig.add_trace(go.Scatter( - x=income, y=ptc_ira, - mode="lines", - name="IRA Extension", - line=dict(color=COLORS["ira_reform"], width=3), - )) - - if ptc_700fpl is not None: - fig.add_trace(go.Scatter( - x=income, y=ptc_700fpl, - mode="lines", - name="Bipartisan 700% FPL", - line=dict(color=COLORS["bipartisan_reform"], width=3), - )) - - layout_kwargs["yaxis"]["title"] = "Annual Premium Tax Credit" - layout_kwargs["title"] = dict( - text="Comparing Reform Options", - font=dict(size=20, color=COLORS["primary"]), - ) - - elif chart_state == "impact": - # Show change in net income - net_baseline = np.array(data["net_income_baseline"]) - net_ira = np.array(data["net_income_ira"]) - net_700fpl = np.array(data["net_income_700fpl"]) if data["net_income_700fpl"] else None - - delta_ira = net_ira - net_baseline - delta_700fpl = net_700fpl - net_baseline if net_700fpl is not None else None - - fig.add_trace(go.Scatter( - x=income, y=delta_ira, - mode="lines", - name="Gain from IRA Extension", - line=dict(color=COLORS["ira_reform"], width=3), - fill="tozeroy", - fillcolor="rgba(44, 100, 150, 0.2)", - )) - - if delta_700fpl is not None: - fig.add_trace(go.Scatter( - x=income, y=delta_700fpl, - mode="lines", - name="Gain from Bipartisan Bill", - line=dict(color=COLORS["bipartisan_reform"], width=3), - )) - - # Add zero line - fig.add_hline(y=0, line_color=COLORS["gray_400"], line_width=1) - - layout_kwargs["yaxis"]["title"] = "Change in Annual Net Income" - layout_kwargs["title"] = dict( - text="Impact of Reform on Household Finances", - font=dict(size=20, color=COLORS["primary"]), - ) - - fig.update_layout(**layout_kwargs) - return fig - - -# ============================================================================ -# Custom CSS for Scrollytelling Layout -# ============================================================================ - -def inject_custom_css(): - st.markdown(""" - - """, unsafe_allow_html=True) - - -# ============================================================================ -# Main App -# ============================================================================ - -def main(): - inject_custom_css() - - # Header - st.markdown('

Understanding ACA Health Coverage Reforms

', unsafe_allow_html=True) - st.markdown('

An interactive guide to how premium tax credits work and what\'s at stake in 2026

', unsafe_allow_html=True) - - # Household selector - st.markdown("### Select an Example Household") - - cols = st.columns(len(PRESET_HOUSEHOLDS)) - selected_household = st.session_state.get("selected_household", "tampa_family") - - for i, (key, household) in enumerate(PRESET_HOUSEHOLDS.items()): - with cols[i]: - is_selected = key == selected_household - button_type = "primary" if is_selected else "secondary" - if st.button( - household["name"], - key=f"btn_{key}", - type=button_type, - use_container_width=True, - ): - st.session_state.selected_household = key - st.rerun() - - # Show household info - household = PRESET_HOUSEHOLDS[selected_household] - st.markdown(f""" -
-

{household['name']}

-

{household['description']}

-
-

Key insight: {household['key_insight']}

-
-
- """, unsafe_allow_html=True) - - # Load precomputed data for selected household - data = load_household_data(selected_household) - - if data is None: - st.stop() - - # Two-column layout: scrollable text on right, sticky chart on left - chart_col, text_col = st.columns([3, 2]) - - # Track current section - current_section = st.session_state.get("current_section", 0) - - with text_col: - # Progress indicator - progress_html = '
' - for i in range(len(SCROLL_SECTIONS)): - if i < current_section: - progress_html += '
' - elif i == current_section: - progress_html += '
' - else: - progress_html += '
' - progress_html += '
' - st.markdown(progress_html, unsafe_allow_html=True) - - # Navigation buttons - nav_cols = st.columns([1, 3, 1]) - with nav_cols[0]: - if current_section > 0: - if st.button("← Back", use_container_width=True): - st.session_state.current_section = current_section - 1 - st.rerun() - with nav_cols[2]: - if current_section < len(SCROLL_SECTIONS) - 1: - if st.button("Next →", use_container_width=True, type="primary"): - st.session_state.current_section = current_section + 1 - st.rerun() - - # Current section content - section = SCROLL_SECTIONS[current_section] - st.markdown(f"### {section['title']}") - st.markdown(section['content']) - - # Link to calculator on last section - if section['id'] == 'your_turn': - st.markdown("---") - if st.button("🧮 Open the Full Calculator", type="primary", use_container_width=True): - st.switch_page("pages/calculator.py") - - with chart_col: - # Create and display chart based on current section - section = SCROLL_SECTIONS[current_section] - fig = create_chart(data, section['chart_state'], section.get('highlight')) - st.plotly_chart(fig, use_container_width=True, config={"displayModeBar": False}) - - # Show key metrics below chart - if section['chart_state'] in ['ira_reform', 'both_reforms', 'impact']: - fpl = data['fpl'] - - # Calculate key values at 400% FPL - income_arr = np.array(data['income']) - idx_400fpl = np.argmin(np.abs(income_arr - fpl * 4)) - - ptc_baseline = data['ptc_baseline'][idx_400fpl] - ptc_ira = data['ptc_ira'][idx_400fpl] - ptc_700 = data['ptc_700fpl'][idx_400fpl] if data['ptc_700fpl'] else 0 - - metric_cols = st.columns(3) - with metric_cols[0]: - st.metric( - "At 400% FPL", - f"${fpl * 4:,.0f}", - help="Income at 400% of Federal Poverty Level" - ) - with metric_cols[1]: - st.metric( - "Baseline PTC", - f"${ptc_baseline:,.0f}", - help="Premium tax credit under current law" - ) - with metric_cols[2]: - reform_value = ptc_ira if section['chart_state'] != 'both_reforms' else max(ptc_ira, ptc_700) - gain = reform_value - ptc_baseline - st.metric( - "With Reform", - f"${reform_value:,.0f}", - f"+${gain:,.0f}" if gain > 0 else None, - ) - - -if __name__ == "__main__": - main() diff --git a/app_backup.py b/app_backup.py deleted file mode 100644 index b21bee1..0000000 --- a/app_backup.py +++ /dev/null @@ -1,1414 +0,0 @@ -""" -ACA Premium Tax Credit Calculator -================================== -Explore how extending enhanced premium tax credits would affect your household. - -This app calculates ACA premium tax credits under two scenarios: -1. Current law: Enhanced PTCs expire after 2025 -2. Extended: Enhanced PTCs extended to 2026 - -Uses PolicyEngine US for accurate tax-benefit microsimulation. -""" - -import streamlit as st - -try: - import pandas as pd - import numpy as np - import json - import gc - from policyengine_us import Simulation - import plotly.graph_objects as go - import base64 - - # Import calculation functions from package - from aca_calc.calculations.ptc import calculate_ptc - from aca_calc.calculations.household import build_household_situation - from aca_calc.calculations.reforms import create_enhanced_ptc_reform, create_700fpl_reform - - # Try to import reform capability - try: - from policyengine_core.reforms import Reform - - REFORM_AVAILABLE = True - except ImportError: - REFORM_AVAILABLE = False - - st.set_page_config( - page_title="Enhanced ACA Subsidies Calculator", - layout="wide", - initial_sidebar_state="expanded", - ) - -except Exception as e: - st.error(f"Startup Error: {str(e)}") - st.error("Please report this error with the details above.") - import traceback - - st.code(traceback.format_exc()) - st.stop() - - -# Load PolicyEngine logo -def get_logo_base64(): - """Load PolicyEngine logo and convert to base64""" - try: - with open("blue.png", "rb") as f: - return base64.b64encode(f.read()).decode() - except: - return None - - -# Load counties from PolicyEngine data -@st.cache_data -def load_counties(): - try: - with open("counties.json", "r") as f: - return json.load(f) - except: - return None - - -# PolicyEngine brand colors -COLORS = { - "primary": "#2C6496", # Blue for extension/reform - "secondary": "#39C6C0", - "green": "#28A745", - "gray": "#BDBDBD", # Medium light gray for baseline (matches policyengine-app) - "blue_gradient": ["#D1E5F0", "#92C5DE", "#2166AC", "#053061"], -} - - -def get_logo_base64(): - """Get base64 encoded PolicyEngine logo""" - try: - with open("blue.png", "rb") as f: - return base64.b64encode(f.read()).decode() - except: - return None - - -def add_logo_to_layout(): - """Add PolicyEngine logo to chart layout (matches policyengine-app positioning)""" - logo_base64 = get_logo_base64() - if logo_base64: - return { - "images": [ - { - "source": f"data:image/png;base64,{logo_base64}", - "xref": "paper", - "yref": "paper", - "x": 1.01, - "y": -0.18, - "sizex": 0.10, - "sizey": 0.10, - "xanchor": "right", - "yanchor": "bottom", - } - ] - } - return {} - - -def main(): - # Header with PolicyEngine branding - st.markdown( - f""" - - """, - unsafe_allow_html=True, - ) - - st.title("How would extending enhanced subsidies affect you?") - - counties = load_counties() - - # Sidebar for household configuration - with st.sidebar: - st.header("Reform scenarios") - st.markdown("Select which reform(s) to compare against baseline:") - - show_ira = st.checkbox( - "IRA Extension", - value=True, - help="Extends current enhanced subsidies indefinitely with 8.5% cap and no income limit above 400% FPL" - ) - - show_700fpl = st.checkbox( - "700% FPL Extension (Bipartisan Bill)", - value=False, - help="Bipartisan Health Insurance Affordability Act: extends eligibility to 700% FPL with 9.25% cap" - ) - - if not show_ira and not show_700fpl: - st.warning("Please select at least one reform to compare.") - - st.markdown("---") - - st.header("Household configuration") - - married = st.checkbox("Are you married?", value=False) - - age_head = st.number_input( - "How old are you?", min_value=18, max_value=100, value=35 - ) - - if married: - age_spouse = st.number_input( - "How old is your spouse?", - min_value=18, - max_value=100, - value=35, - ) - else: - age_spouse = None - - num_dependents = st.number_input( - "How many children or dependents do you have?", - min_value=0, - max_value=10, - value=0, - ) - dependent_ages = [] - - if num_dependents > 0: - st.write("What are their ages?") - for i in range(num_dependents): - age_dep = st.number_input( - f"Child {i+1} age", - min_value=0, - max_value=25, - value=10, - key=f"dep_{i}", - ) - dependent_ages.append(age_dep) - - states = [ - "AL", - "AK", - "AZ", - "AR", - "CA", - "CO", - "CT", - "DE", - "FL", - "GA", - "HI", - "ID", - "IL", - "IN", - "IA", - "KS", - "KY", - "LA", - "ME", - "MD", - "MA", - "MI", - "MN", - "MS", - "MO", - "MT", - "NE", - "NV", - "NH", - "NJ", - "NM", - "NY", - "NC", - "ND", - "OH", - "OK", - "OR", - "PA", - "RI", - "SC", - "SD", - "TN", - "TX", - "UT", - "VT", - "VA", - "WA", - "WV", - "WI", - "WY", - "DC", - ] - - state = st.selectbox( - "Which state do you live in?", states, index=0 - ) # Default to AL - - # County selection - auto-select first alphabetically - county = None - if counties and state in counties: - sorted_counties = sorted(counties[state]) - county = st.selectbox( - "Which county?", - sorted_counties, - index=0, - help="County used for marketplace calculations", - ) - - # ZIP code input - required for LA County - zip_code = None - if state == "CA" and county == "Los Angeles County": - zip_code = st.text_input( - "What is your ZIP code?", - max_chars=5, - help="Los Angeles County has multiple rating areas. ZIP code is required for accurate premium calculations.", - placeholder="90001", - ) - if zip_code and (len(zip_code) != 5 or not zip_code.isdigit()): - st.error("Please enter a valid 5-digit ZIP code") - zip_code = None - - st.markdown("---") - - calculate_button = st.button( - "Analyze premium subsidies", - type="primary", - use_container_width=True, - ) - - if calculate_button: - st.session_state.calculate = True - new_params = { - "age_head": age_head, - "age_spouse": age_spouse, - "dependent_ages": dependent_ages, - "state": state, - "county": county, - "married": married, - "zip_code": zip_code, - "show_ira": show_ira, - "show_700fpl": show_700fpl, - } - # Clear cached charts if params changed - if hasattr(st.session_state, "params") and st.session_state.params != new_params: - st.session_state.income_range = None - st.session_state.fig_net_income = None - st.session_state.fig_mtr = None - st.session_state.params = new_params - - # Main content area - if not hasattr(st.session_state, "calculate") or not st.session_state.calculate: - # Show instructional text when first loading - st.markdown( - """ - ### Get started - - Enter your household information in the sidebar, then click **"Analyze premium subsidies"** to see: - - - How premium tax credits vary across income levels for your household - - The income range where extending enhanced subsidies would benefit you - - Your specific impact at any income level you choose - - **Available reform scenarios:** - - **IRA Extension**: Continues current enhanced subsidies with 8.5% cap and no income limit - - **700% FPL Extension**: [Bipartisan Health Insurance Affordability Act](https://punchbowl.news/wp-content/uploads/Bipartisan-Health-Insurance-Affordability-Act-Section-by-Section-copy.pdf) extending eligibility to 700% FPL with 9.25% cap - - Select one or both reforms in the sidebar to compare against baseline (current law after IRA expiration). - """ - ) - else: - params = st.session_state.params - - # Generate charts only if not already in session state (avoid recalculation) - if not hasattr(st.session_state, "income_range") or st.session_state.income_range is None: - with st.spinner("Generating analysis..."): - county_name = params["county"] if params["county"] else None - zip_code = params.get("zip_code") - - ( - fig_comparison, - fig_delta, - benefit_info, - income_range, - ptc_baseline_range, - ptc_reform_range, - ptc_700fpl_range, - slcsp_2026, - fpl, - x_axis_max, - ) = create_chart( - params["age_head"], - params["age_spouse"], - tuple(params["dependent_ages"]), - params["state"], - county_name, - zip_code, - show_ira=params.get("show_ira", True), - show_700fpl=params.get("show_700fpl", False), - ) - - # Store arrays and charts in session state for later use - if income_range is not None: - st.session_state.income_range = income_range - st.session_state.ptc_baseline_range = ptc_baseline_range - st.session_state.ptc_reform_range = ptc_reform_range - st.session_state.ptc_700fpl_range = ptc_700fpl_range - st.session_state.slcsp_2026 = slcsp_2026 - st.session_state.fpl = fpl - st.session_state.benefit_info = benefit_info - st.session_state.fig_comparison = fig_comparison - st.session_state.fig_delta = fig_delta - st.session_state.x_axis_max = x_axis_max - - # Show tabs using cached charts - if hasattr(st.session_state, "fig_delta") and st.session_state.fig_delta is not None: - tab1, tab2, tab3, tab4, tab5 = st.tabs([ - "Gain from extension", - "Baseline vs. extension", - "Net income", - "Marginal tax rates", - "Your impact" - ]) - - with tab1: - st.plotly_chart( - st.session_state.fig_delta, - use_container_width=True, - config={"displayModeBar": False}, - key="gain_chart", - ) - - with tab2: - st.plotly_chart( - st.session_state.fig_comparison, - use_container_width=True, - config={"displayModeBar": False}, - key="comparison_chart", - ) - - with tab3: - # Auto-generate net income chart if not cached - if not hasattr(st.session_state, "fig_net_income") or st.session_state.fig_net_income is None: - with st.spinner("Calculating net income (this may take a few seconds)..."): - x_axis_max = st.session_state.get("x_axis_max", 200000) - ( - fig_net_income, - fig_mtr, - net_income_range, - net_income_baseline, - net_income_reform, - ) = create_net_income_and_mtr_charts( - params["age_head"], - params["age_spouse"], - tuple(params["dependent_ages"]), - params["state"], - params.get("county"), - params.get("zip_code"), - x_axis_max, - show_ira=params.get("show_ira", True), - show_700fpl=params.get("show_700fpl", False), - ) - - # Store in session state - if fig_net_income is not None: - st.session_state.fig_net_income = fig_net_income - st.session_state.fig_mtr = fig_mtr - - # Display cached chart - if hasattr(st.session_state, "fig_net_income") and st.session_state.fig_net_income is not None: - st.plotly_chart( - st.session_state.fig_net_income, - use_container_width=True, - config={"displayModeBar": False}, - key="net_income_chart", - ) - - with tab4: - # Check if chart needs to be generated - if not hasattr(st.session_state, "fig_mtr") or st.session_state.fig_mtr is None: - with st.spinner("Calculating marginal tax rates (this may take a few seconds)..."): - x_axis_max = st.session_state.get("x_axis_max", 200000) - ( - fig_net_income, - fig_mtr, - net_income_range, - net_income_baseline, - net_income_reform, - ) = create_net_income_and_mtr_charts( - params["age_head"], - params["age_spouse"], - tuple(params["dependent_ages"]), - params["state"], - params.get("county"), - params.get("zip_code"), - x_axis_max, - show_ira=params.get("show_ira", True), - show_700fpl=params.get("show_700fpl", False), - ) - - # Store in session state - if fig_mtr is not None: - st.session_state.fig_net_income = fig_net_income - st.session_state.fig_mtr = fig_mtr - - # Display chart - if hasattr(st.session_state, "fig_mtr") and st.session_state.fig_mtr is not None: - st.plotly_chart( - st.session_state.fig_mtr, - use_container_width=True, - config={"displayModeBar": False}, - key="mtr_chart", - ) - - with tab5: - st.markdown("Enter your annual household income to see your specific impact.") - - user_income = st.number_input( - "Annual household income:", - min_value=0, - value=0, - step=1000, - help="Modified Adjusted Gross Income (MAGI) as defined in 26 USC § 36B(d)(2). Includes: wages, self-employment income, capital gains, interest, dividends, pensions, Social Security, unemployment, rental income, and other income sources. Also includes tax-exempt interest and tax-exempt Social Security.", - format="%d", - ) - - # Interpolate values at user's income (only if income > 0) - if ( - hasattr(st.session_state, "income_range") - and user_income is not None - and user_income > 0 - ): - ptc_2026_baseline = np.interp( - user_income, - st.session_state.income_range, - st.session_state.ptc_baseline_range, - ) - ptc_2026_with_ira = np.interp( - user_income, - st.session_state.income_range, - st.session_state.ptc_reform_range, - ) - difference = ptc_2026_with_ira - ptc_2026_baseline - slcsp_2026 = st.session_state.slcsp_2026 - fpl = st.session_state.fpl - - # Calculate FPL percentage - household_size = ( - 1 - + (1 if params["age_spouse"] else 0) - + len(params["dependent_ages"]) - ) - fpl_pct = (user_income / fpl * 100) if fpl > 0 else 0 - - # Display metrics with custom CSS to prevent truncation - st.markdown( - """ - - """, - unsafe_allow_html=True, - ) - - col_baseline, col_with_ira, col_diff = st.columns(3) - - with col_baseline: - st.metric( - "Current law", - f"${ptc_2026_baseline:,.0f} per year", - help="Your credits under current law (enhanced PTCs expire)", - ) - - with col_with_ira: - st.metric( - "Enhanced PTCs extended", - f"${ptc_2026_with_ira:,.0f} per year", - help="Your credits if enhanced subsidies were extended", - ) - - with col_diff: - if difference > 0: - st.metric( - "You gain", - f"${difference:,.0f} per year", - f"+${difference/12:,.0f} per month", - delta_color="normal", - ) - else: - st.metric("No change", "$0") - - # Details - with st.expander("See calculation details"): - st.write( - f""" - ### Your household - - **Size:** {household_size} people - - **Income:** ${user_income:,} ({fpl_pct:.0f}% of FPL) - - **2026 Federal Poverty Guideline:** ${fpl:,.0f} - - **Location:** {params['county'] + ', ' if params['county'] else ''}{params['state']} - - **Second Lowest Cost Silver Plan:** ${slcsp_2026:,.0f} per year (${slcsp_2026/12:,.0f} per month) - - ### How premium tax credits work - - **Formula:** PTC = Benchmark Plan Cost - Your Required Contribution - - **Your Required Contribution** is a percentage of your income: - - Lower percentages with IRA extension (2026): 0-8.5% based on income - - Higher percentages without IRA (2026): 2-9.5% based on income - - No credits at all above 400% FPL without IRA extension - - If the benchmark plan costs less than your required contribution, you get no credit. - """ - ) - - # Move "About this calculator" below the tabs - with st.expander("About this calculator"): - try: - from importlib.metadata import version - pe_version = version("policyengine-us") - except Exception: - pe_version = "development" - - st.markdown( - f""" - The Inflation Reduction Act enhanced ACA subsidies through 2025. This calculator shows how extending these enhancements to 2026 would affect your household's premium tax credits. - - This calculator uses [PolicyEngine's open-source tax-benefit microsimulation model](https://github.com/PolicyEngine/policyengine-us) (version {pe_version}). - - **2026 premium projections:** This calculator projects Second Lowest Cost Silver Plan (SLCSP) premiums for 2026 by applying a 4.19% increase to actual 2025 benchmark premiums from KFF, based on 2024-25 growth patterns. Actual premiums may rise faster, and we will update the calculator when CMS releases official data in October 2025. - - 📖 [Learn more about enhanced premium tax credits](https://policyengine.org/us/research/enhanced-premium-tax-credits-extension) - - **Reform scenarios:** - - *IRA Extension:* - - No income cap - households above 400% FPL can still receive credits - - Lower premium contribution percentages (0-8.5% of income) - - More generous subsidies at all income levels - - *700% FPL Extension ([Bipartisan Health Insurance Affordability Act](https://punchbowl.news/wp-content/uploads/Bipartisan-Health-Insurance-Affordability-Act-Section-by-Section-copy.pdf)):* - - Eligibility extends to 700% FPL (vs no limit under IRA extension) - - Contribution percentages: 2-9.25% of income - - Different phase-out schedule than IRA extension - - **Current law (baseline - enhanced PTCs expire):** - - Hard cap at 400% FPL - no credits above this level (the "subsidy cliff") - - Higher contribution percentages (2.1-9.96% of income, per IRS Revenue Procedure 2025-25) - - Less generous subsidies, especially for middle incomes - - **Key assumptions:** - - Households have no employer-sponsored insurance (ESI), making them eligible for Medicaid, CHIP, and premium tax credits - - Net income and MTR calculations assume standard deduction (set as input to avoid expensive itemization branching) - - **Technical note on MTR chart:** The IRS requires MAGI/FPL ratios to be truncated to whole percentages per [Form 8962 instructions](https://www.irs.gov/pub/irs-pdf/i8962.pdf#page=8). This creates ~$10 jumps in PTCs approximately every $100-200 income. The MTR chart applies a $1,000 moving average to smooth over these artifacts while preserving major cliffs (like PTC eligibility thresholds). - """ - ) - - -def create_chart( - age_head, - age_spouse, - dependent_ages, - state, - county=None, - zip_code=None, - income=None, - show_ira=True, - show_700fpl=False, -): - """Create income curve charts showing PTC across income range - - Args: - zip_code: 5-digit ZIP code string (required for LA County) - income: Optional income to mark on chart. If None, no marker shown. - show_ira: Whether to show IRA extension reform - show_700fpl: Whether to show 700% FPL extension reform - - Returns tuple of (comparison_fig, delta_fig, benefit_info, income_range, ptc_baseline_range, ptc_reform_range, ptc_700fpl_range, slcsp, fpl, x_axis_max) - Arrays are returned for interpolation - - Note: Caching removed to prevent signature mismatch issues on Streamlit Cloud - """ - - # Create base household structure for income sweep - base_household = build_household_situation( - age_head=age_head, - age_spouse=age_spouse, - dependent_ages=list(dependent_ages) if dependent_ages else [], - state=state, - county=county, - zip_code=zip_code, - year=2026, - with_axes=True, - ) - - # Color for 700% FPL reform - PURPLE = "#9467BD" - - try: - # Create reforms for chart calculation - reform_ira = create_enhanced_ptc_reform() - reform_700fpl = create_700fpl_reform() - - # Calculate baseline - sim_baseline = Simulation(situation=base_household) - - income_range = sim_baseline.calculate( - "employment_income", map_to="household", period=2026 - ) - ptc_range_baseline = sim_baseline.calculate( - "aca_ptc", map_to="household", period=2026 - ) - - # Calculate IRA reform if selected - ptc_range_reform = None - if show_ira: - sim_ira = Simulation(situation=base_household, reform=reform_ira) - ptc_range_reform = sim_ira.calculate( - "aca_ptc", map_to="household", period=2026 - ) - - # Calculate 700% FPL reform if selected - ptc_range_700fpl = None - if show_700fpl and reform_700fpl is not None: - sim_700fpl = Simulation(situation=base_household, reform=reform_700fpl) - ptc_range_700fpl = sim_700fpl.calculate( - "aca_ptc", map_to="household", period=2026 - ) - - # Calculate Medicaid and CHIP values - medicaid_range = sim_baseline.calculate( - "medicaid_cost", map_to="household", period=2026 - ) - chip_range = sim_baseline.calculate( - "per_capita_chip", map_to="household", period=2026 - ) - - # Find where PTC goes to zero for dynamic x-axis range - max_income_with_ptc = 200000 # Default fallback - # Check all active reform PTCs - ptc_arrays_to_check = [ptc_range_baseline] - if ptc_range_reform is not None: - ptc_arrays_to_check.append(ptc_range_reform) - if ptc_range_700fpl is not None: - ptc_arrays_to_check.append(ptc_range_700fpl) - - for ptc_arr in ptc_arrays_to_check: - for i in range(len(ptc_arr) - 1, -1, -1): - if ptc_arr[i] > 0: - max_income_with_ptc = max(max_income_with_ptc, income_range[i]) - break - - # Add 10% padding to the range - x_axis_max = min(1000000, max_income_with_ptc * 1.1) - - # Calculate delta (use IRA if available, otherwise 700% FPL) - if ptc_range_reform is not None: - delta_range = ptc_range_reform - ptc_range_baseline - elif ptc_range_700fpl is not None: - delta_range = ptc_range_700fpl - ptc_range_baseline - else: - delta_range = np.zeros_like(ptc_range_baseline) - - # Create hover text based on program eligibility - import numpy as np - - hover_text = [] - for i in range(len(income_range)): - inc = income_range[i] - ptc_base = ptc_range_baseline[i] - ptc_ira = ptc_range_reform[i] if ptc_range_reform is not None else 0 - ptc_700 = ptc_range_700fpl[i] if ptc_range_700fpl is not None else 0 - medicaid = medicaid_range[i] - chip = chip_range[i] - - text = f"Income: ${inc:,.0f}

" - - # Show all applicable benefits (not mutually exclusive) - if medicaid > 0: - text += f"Medicaid: ${medicaid:,.0f}/year
" - if chip > 0: - text += f"CHIP: ${chip:,.0f}/year
" - - # Always show PTC information if present - if ptc_base > 0 or ptc_ira > 0 or ptc_700 > 0: - text += f"PTC (baseline): ${ptc_base:,.0f}/year
" - if show_ira and ptc_range_reform is not None: - text += f"PTC (IRA extension): ${ptc_ira:,.0f}/year
" - if show_700fpl and ptc_range_700fpl is not None: - text += f"PTC (700% FPL): ${ptc_700:,.0f}/year
" - - hover_text.append(text) - - # Create the plot - fig = go.Figure() - - # Build list of arrays to find max for hover trace - arrays_for_max = [medicaid_range, chip_range, ptc_range_baseline] - if ptc_range_reform is not None: - arrays_for_max.append(ptc_range_reform) - if ptc_range_700fpl is not None: - arrays_for_max.append(ptc_range_700fpl) - - # Add invisible hover trace with unified information - fig.add_trace( - go.Scatter( - x=income_range, - y=np.maximum.reduce(arrays_for_max), - mode="lines", - line=dict(width=0), - hovertext=hover_text, - hoverinfo="text", - showlegend=False, - name="", - ) - ) - - # Add Medicaid line (always show in legend, hidden by default) - fig.add_trace( - go.Scatter( - x=income_range, - y=medicaid_range, - mode="lines", - name="Medicaid", - line=dict(color=COLORS["green"], width=3), - hoverinfo="skip", - visible="legendonly", - ) - ) - - # Add CHIP line only if any household member is eligible - if np.any(chip_range > 0): - fig.add_trace( - go.Scatter( - x=income_range, - y=chip_range, - mode="lines", - name="Children's Health Insurance Program (CHIP)", - line=dict(color=COLORS["secondary"], width=3), - hoverinfo="skip", - visible="legendonly", - ) - ) - - # Add baseline line (current law) - show first in legend - fig.add_trace( - go.Scatter( - x=income_range, - y=ptc_range_baseline, - mode="lines", - name="PTC (baseline)", - line=dict(color=COLORS["gray"], width=3), - hoverinfo="skip", - ) - ) - - # Add IRA extension line if selected - if show_ira and ptc_range_reform is not None: - fig.add_trace( - go.Scatter( - x=income_range, - y=ptc_range_reform, - mode="lines", - name="PTC (IRA extension)", - line=dict(color=COLORS["primary"], width=3), - hoverinfo="skip", - ) - ) - - # Add 700% FPL extension line if selected - if show_700fpl and ptc_range_700fpl is not None: - fig.add_trace( - go.Scatter( - x=income_range, - y=ptc_range_700fpl, - mode="lines", - name="PTC (700% FPL extension)", - line=dict(color=PURPLE, width=3), - hoverinfo="skip", - ) - ) - - # Add user's position markers (only if income is provided) - if income is not None and income > 10000: - # Interpolate PTC values at user's income - ptc_baseline_user = np.interp( - income, income_range, ptc_range_baseline - ) - - # Add baseline marker - fig.add_annotation( - x=income, - y=ptc_baseline_user, - text=f"Baseline: ${ptc_baseline_user:,.0f}", - showarrow=True, - arrowhead=2, - arrowsize=1, - arrowwidth=2, - arrowcolor=COLORS["gray"], - ax=60, - ay=40, - bgcolor="white", - bordercolor=COLORS["gray"], - borderwidth=2, - ) - - if show_ira and ptc_range_reform is not None: - ptc_ira_user = np.interp(income, income_range, ptc_range_reform) - fig.add_annotation( - x=income, - y=ptc_ira_user, - text=f"IRA: ${ptc_ira_user:,.0f}", - showarrow=True, - arrowhead=2, - arrowsize=1, - arrowwidth=2, - arrowcolor=COLORS["primary"], - ax=60, - ay=-40, - bgcolor="white", - bordercolor=COLORS["primary"], - borderwidth=2, - ) - - if show_700fpl and ptc_range_700fpl is not None: - ptc_700_user = np.interp(income, income_range, ptc_range_700fpl) - fig.add_annotation( - x=income, - y=ptc_700_user, - text=f"700% FPL: ${ptc_700_user:,.0f}", - showarrow=True, - arrowhead=2, - arrowsize=1, - arrowwidth=2, - arrowcolor=PURPLE, - ax=-60, - ay=-40, - bgcolor="white", - bordercolor=PURPLE, - borderwidth=2, - ) - - # Update layout for comparison chart - fig.update_layout( - title={ - "text": "Healthcare assistance by household income (2026)", - "font": {"size": 20, "color": COLORS["primary"]}, - }, - xaxis_title="Annual household income", - yaxis_title="Annual healthcare assistance value", - height=400, - xaxis=dict( - tickformat="$,.0f", range=[0, x_axis_max], automargin=True - ), - yaxis=dict( - tickformat="$,.0f", rangemode="tozero", automargin=True - ), - plot_bgcolor="white", - paper_bgcolor="white", - font=dict(family="Roboto, sans-serif"), - legend=dict( - orientation="h", yanchor="bottom", y=0.98, xanchor="right", x=1 - ), - margin=dict(l=80, r=40, t=60, b=80), - **add_logo_to_layout(), - ) - - # Create delta chart - fig_delta = go.Figure() - - # Create hover text for delta chart - delta_hover_text = [] - for i in range(len(income_range)): - inc = income_range[i] - delta = delta_range[i] - ptc_base = ptc_range_baseline[i] - ptc_ira = ptc_range_reform[i] if ptc_range_reform is not None else 0 - ptc_700 = ptc_range_700fpl[i] if ptc_range_700fpl is not None else 0 - medicaid = medicaid_range[i] - chip = chip_range[i] - - text = f"Income: ${inc:,.0f}

" - - # Show all applicable benefits - if medicaid > 0: - text += f"Medicaid: ${medicaid:,.0f}/year
" - if chip > 0: - text += f"CHIP: ${chip:,.0f}/year
" - - # Show PTC amounts - text += f"PTC (baseline): ${ptc_base:,.0f}/year
" - if show_ira and ptc_range_reform is not None: - text += f"PTC (IRA extension): ${ptc_ira:,.0f}/year
" - if show_700fpl and ptc_range_700fpl is not None: - text += f"PTC (700% FPL): ${ptc_700:,.0f}/year
" - - delta_hover_text.append(text) - - # Add delta lines for each selected reform - if show_ira and ptc_range_reform is not None: - delta_ira = ptc_range_reform - ptc_range_baseline - fig_delta.add_trace( - go.Scatter( - x=income_range, - y=delta_ira, - mode="lines", - name="IRA extension gain", - line=dict(color=COLORS["primary"], width=3), - fill="tozeroy", - fillcolor="rgba(44, 100, 150, 0.2)", - hovertext=delta_hover_text, - hoverinfo="text", - ) - ) - - if show_700fpl and ptc_range_700fpl is not None: - delta_700 = ptc_range_700fpl - ptc_range_baseline - fig_delta.add_trace( - go.Scatter( - x=income_range, - y=delta_700, - mode="lines", - name="700% FPL extension gain", - line=dict(color=PURPLE, width=3), - fill="tozeroy" if not show_ira else None, - fillcolor="rgba(148, 103, 189, 0.2)" if not show_ira else None, - hovertext=delta_hover_text, - hoverinfo="text", - ) - ) - - fig_delta.update_layout( - title={ - "text": "PTC gain from extending enhanced subsidies (2026)", - "font": {"size": 20, "color": COLORS["primary"]}, - }, - xaxis_title="Annual household income", - yaxis_title="Annual PTC gain (extended - current law)", - height=400, - xaxis=dict( - tickformat="$,.0f", range=[0, x_axis_max], automargin=True - ), - yaxis=dict( - tickformat="$,.0f", rangemode="tozero", automargin=True - ), - plot_bgcolor="white", - paper_bgcolor="white", - font=dict(family="Roboto, sans-serif"), - showlegend=False, - margin=dict(l=80, r=40, t=60, b=80), - **add_logo_to_layout(), - ) - - # Calculate benefit range information - benefit_indices = np.where(delta_range > 0)[0] - if len(benefit_indices) > 0: - min_benefit_income = income_range[benefit_indices[0]] - max_benefit_income = income_range[benefit_indices[-1]] - max_benefit = np.max(delta_range[benefit_indices]) - peak_benefit_index = benefit_indices[np.argmax(delta_range[benefit_indices])] - peak_benefit_income = income_range[peak_benefit_index] - - benefit_info = { - "min_income": float(min_benefit_income), - "max_income": float(max_benefit_income), - "max_benefit": float(max_benefit), - "peak_income": float(peak_benefit_income), - } - - # Add annotations to delta chart for min/max/peak - # Min income annotation - fig_delta.add_annotation( - x=min_benefit_income, - y=delta_range[benefit_indices[0]], - text=f"Benefit starts
${min_benefit_income:,.0f}", - showarrow=True, - arrowhead=2, - arrowsize=1, - arrowwidth=2, - arrowcolor=COLORS["primary"], - ax=-50, - ay=-50, - bgcolor=COLORS["primary"], - bordercolor=COLORS["primary"], - borderwidth=0, - borderpad=8, - font=dict(size=11, color="white"), - ) - - # Peak benefit annotation - fig_delta.add_annotation( - x=peak_benefit_income, - y=max_benefit, - text=f"Max benefit: ${max_benefit:,.0f}
at ${peak_benefit_income:,.0f}", - showarrow=True, - arrowhead=2, - arrowsize=1, - arrowwidth=2, - arrowcolor=COLORS["primary"], - ax=0, - ay=50, - bgcolor=COLORS["primary"], - bordercolor=COLORS["primary"], - borderwidth=0, - borderpad=8, - font=dict(size=12, color="white"), - ) - - # Max income annotation - fig_delta.add_annotation( - x=max_benefit_income, - y=delta_range[benefit_indices[-1]], - text=f"Benefit ends
${max_benefit_income:,.0f}", - showarrow=True, - arrowhead=2, - arrowsize=1, - arrowwidth=2, - arrowcolor=COLORS["primary"], - ax=50, - ay=-50, - bgcolor=COLORS["primary"], - bordercolor=COLORS["primary"], - borderwidth=0, - borderpad=8, - font=dict(size=11, color="white"), - ) - else: - benefit_info = None - - # Get SLCSP and FPL for display - # SLCSP and FPL don't vary with income, but get from middle of array to avoid edge cases - slcsp_array = sim_baseline.calculate("slcsp", map_to="household", period=2026) - fpl_array = sim_baseline.calculate("tax_unit_fpg", period=2026) - - # Use max value for SLCSP (should be constant, but this handles any edge cases) - slcsp = float(np.max(slcsp_array)) - fpl = float(fpl_array[len(fpl_array) // 2]) # Use middle value - - return ( - fig, - fig_delta, - benefit_info, - income_range, - ptc_range_baseline, - ptc_range_reform, - ptc_range_700fpl, - slcsp, - fpl, - x_axis_max, - ) - - except Exception as e: - # If chart generation fails, return None for everything - st.error(f"Error generating charts: {str(e)}") - import traceback - - st.error(traceback.format_exc()) - return None, None, None, None, None, None, None, 0, 0, 200000 - - -def create_net_income_and_mtr_charts( - age_head, - age_spouse, - dependent_ages, - state, - county=None, - zip_code=None, - x_axis_max=200000, - show_ira=True, - show_700fpl=False, -): - """Create net income and MTR charts including health benefits - - Args: - x_axis_max: Maximum income for x-axis (from PTC charts) - show_ira: Whether to show IRA extension reform - show_700fpl: Whether to show 700% FPL extension reform - - Returns tuple of (net_income_fig, mtr_fig, income_range, net_income_baseline, net_income_reform) - """ - - # Color for 700% FPL reform - PURPLE = "#9467BD" - - # Create base household structure for income sweep - base_household = build_household_situation( - age_head=age_head, - age_spouse=age_spouse, - dependent_ages=list(dependent_ages) if dependent_ages else [], - state=state, - county=county, - zip_code=zip_code, - year=2026, - with_axes=True, - ) - - # Set tax_unit_itemizes=False to avoid expensive itemization branching - # This is an input variable, not a reform, so it doesn't slow down baseline - base_household["tax_units"]["your tax unit"]["tax_unit_itemizes"] = {2026: False} - - try: - # Create reforms - reform_ira = create_enhanced_ptc_reform() - reform_700fpl = create_700fpl_reform() - - # Run simulations (itemization already set to False via input) - sim_baseline = Simulation(situation=base_household) - - sim_ira = None - if show_ira: - sim_ira = Simulation(situation=base_household, reform=reform_ira) - - sim_700fpl = None - if show_700fpl and reform_700fpl is not None: - sim_700fpl = Simulation(situation=base_household, reform=reform_700fpl) - - income_range = sim_baseline.calculate( - "employment_income", map_to="household", period=2026 - ) - - # Calculate net income including health benefits - net_income_baseline = sim_baseline.calculate( - "household_net_income_including_health_benefits", map_to="household", period=2026 - ) - - net_income_ira = None - if sim_ira is not None: - net_income_ira = sim_ira.calculate( - "household_net_income_including_health_benefits", map_to="household", period=2026 - ) - - net_income_700fpl = None - if sim_700fpl is not None: - net_income_700fpl = sim_700fpl.calculate( - "household_net_income_including_health_benefits", map_to="household", period=2026 - ) - - # Apply 10-step ($1k) moving average to smooth IRS truncation artifacts - window = 10 - def moving_average(arr, window_size): - """Apply simple moving average smoothing.""" - result = np.copy(arr) - for i in range(len(arr)): - start = max(0, i - window_size // 2) - end = min(len(arr), i + window_size // 2 + 1) - result[i] = np.mean(arr[start:end]) - return result - - def calc_mtr(net_income_arr): - """Calculate MTR from net income array.""" - mtr_raw = np.zeros_like(income_range) - for i in range(len(income_range) - 1): - d_income = income_range[i+1] - income_range[i] - d_net = net_income_arr[i+1] - net_income_arr[i] - mtr_raw[i] = 1 - d_net / d_income - mtr_raw[-1] = mtr_raw[-2] if len(income_range) > 1 else 0 - mtr_viz = moving_average(mtr_raw, window) - return np.clip(mtr_viz, -1.0, 1.5) - - mtr_baseline_viz = calc_mtr(net_income_baseline) - mtr_ira_viz = calc_mtr(net_income_ira) if net_income_ira is not None else None - mtr_700fpl_viz = calc_mtr(net_income_700fpl) if net_income_700fpl is not None else None - - # Create hover text for net income chart - net_income_hover = [] - for i in range(len(income_range)): - text = f"Income: ${income_range[i]:,.0f}

" - text += f"Net income (baseline): ${net_income_baseline[i]:,.0f}
" - if net_income_ira is not None: - text += f"Net income (IRA extension): ${net_income_ira[i]:,.0f}
" - if net_income_700fpl is not None: - text += f"Net income (700% FPL): ${net_income_700fpl[i]:,.0f}
" - net_income_hover.append(text) - - # Create MTR hover text - mtr_hover = [] - for i in range(len(income_range)): - text = f"Income: ${income_range[i]:,.0f}

" - text += f"MTR (baseline): {mtr_baseline_viz[i]*100:.1f}%
" - if mtr_ira_viz is not None: - text += f"MTR (IRA extension): {mtr_ira_viz[i]*100:.1f}%
" - if mtr_700fpl_viz is not None: - text += f"MTR (700% FPL): {mtr_700fpl_viz[i]*100:.1f}%
" - mtr_hover.append(text) - - # Create net income chart - fig_net_income = go.Figure() - - fig_net_income.add_trace( - go.Scatter( - x=income_range, - y=net_income_baseline, - mode="lines", - name="Baseline", - line=dict(color=COLORS["gray"], width=3), - hovertext=net_income_hover, - hoverinfo="text", - ) - ) - - if net_income_ira is not None: - fig_net_income.add_trace( - go.Scatter( - x=income_range, - y=net_income_ira, - mode="lines", - name="IRA extension", - line=dict(color=COLORS["primary"], width=3), - hovertext=net_income_hover, - hoverinfo="text", - ) - ) - - if net_income_700fpl is not None: - fig_net_income.add_trace( - go.Scatter( - x=income_range, - y=net_income_700fpl, - mode="lines", - name="700% FPL extension", - line=dict(color=PURPLE, width=3), - hovertext=net_income_hover, - hoverinfo="text", - ) - ) - - # Set y-axis range to 1.2x the max value within visible x range - # Find indices within x_axis_max - visible_indices = income_range <= x_axis_max - net_income_arrays = [net_income_baseline[visible_indices]] - if net_income_ira is not None: - net_income_arrays.append(net_income_ira[visible_indices]) - if net_income_700fpl is not None: - net_income_arrays.append(net_income_700fpl[visible_indices]) - net_income_max = max(np.max(arr) for arr in net_income_arrays) - net_income_y_max = net_income_max * 1.2 - - fig_net_income.update_layout( - title={ - "text": "Net income (2026)", - "font": {"size": 20, "color": COLORS["primary"]}, - }, - xaxis_title="Annual household income", - yaxis_title="Net income", - height=400, - xaxis=dict( - tickformat="$,.0f", range=[0, x_axis_max], automargin=True - ), - yaxis=dict( - tickformat="$,.0f", range=[0, net_income_y_max], automargin=True - ), - plot_bgcolor="white", - paper_bgcolor="white", - font=dict(family="Roboto, sans-serif"), - legend=dict( - orientation="h", yanchor="bottom", y=0.98, xanchor="right", x=1 - ), - margin=dict(l=80, r=40, t=60, b=80), - **add_logo_to_layout(), - ) - - # Create MTR chart - fig_mtr = go.Figure() - - fig_mtr.add_trace( - go.Scatter( - x=income_range, - y=mtr_baseline_viz, - mode="lines", - name="Baseline", - line=dict(color=COLORS["gray"], width=3), - hovertext=mtr_hover, - hoverinfo="text", - ) - ) - - if mtr_ira_viz is not None: - fig_mtr.add_trace( - go.Scatter( - x=income_range, - y=mtr_ira_viz, - mode="lines", - name="IRA extension", - line=dict(color=COLORS["primary"], width=3), - hovertext=mtr_hover, - hoverinfo="text", - ) - ) - - if mtr_700fpl_viz is not None: - fig_mtr.add_trace( - go.Scatter( - x=income_range, - y=mtr_700fpl_viz, - mode="lines", - name="700% FPL extension", - line=dict(color=PURPLE, width=3), - hovertext=mtr_hover, - hoverinfo="text", - ) - ) - - fig_mtr.update_layout( - title={ - "text": "Marginal tax rate (2026)", - "font": {"size": 20, "color": COLORS["primary"]}, - }, - xaxis_title="Annual household income", - yaxis_title="Marginal tax rate", - height=400, - xaxis=dict( - tickformat="$,.0f", range=[0, x_axis_max], automargin=True - ), - yaxis=dict( - tickformat=".0%", range=[-0.1, 1.0], automargin=True, zeroline=True, zerolinecolor="black", zerolinewidth=2 - ), - plot_bgcolor="white", - paper_bgcolor="white", - font=dict(family="Roboto, sans-serif"), - legend=dict( - orientation="h", yanchor="bottom", y=0.98, xanchor="right", x=1 - ), - margin=dict(l=80, r=40, t=60, b=80), - **add_logo_to_layout(), - ) - - # Clean up memory before returning - gc.collect() - - return ( - fig_net_income, - fig_mtr, - income_range, - net_income_baseline, - net_income_ira, - ) - - except Exception as e: - st.error(f"Error generating net income/MTR charts: {str(e)}") - import traceback - st.error(traceback.format_exc()) - return None, None, None, None, None - - -if __name__ == "__main__": - main() diff --git a/eslint.config.mjs b/eslint.config.mjs index b3456f9..d8b8c7e 100644 --- a/eslint.config.mjs +++ b/eslint.config.mjs @@ -26,6 +26,8 @@ export default defineConfig([ }, globalIgnores([ '.next/**', + '.venv/**', + 'venv/**', 'out/**', 'build/**', 'coverage/**', diff --git a/package.json b/package.json index ed87d2b..cee23cb 100644 --- a/package.json +++ b/package.json @@ -4,7 +4,7 @@ "version": "0.0.1", "scripts": { "dev": "next dev", - "build": "next build", + "build": "next build --webpack", "start": "next start", "lint": "eslint ." }, diff --git a/pages/calculator.py b/pages/calculator.py deleted file mode 100644 index 1b97d94..0000000 --- a/pages/calculator.py +++ /dev/null @@ -1,623 +0,0 @@ -""" -ACA Premium Tax Credit Calculator Page -====================================== -Full calculator for exploring ACA premium tax credits. -""" - -import streamlit as st -import sys -import os - -# Add parent directory to path to import from aca_calc -sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) - -try: - import pandas as pd - import numpy as np - import json - import gc - from policyengine_us import Simulation - import plotly.graph_objects as go - import base64 - - # Import calculation functions from package - from aca_calc.calculations.ptc import calculate_ptc - from aca_calc.calculations.household import build_household_situation - from aca_calc.calculations.reforms import create_enhanced_ptc_reform, create_700fpl_reform - - # Try to import reform capability - try: - from policyengine_core.reforms import Reform - REFORM_AVAILABLE = True - except ImportError: - REFORM_AVAILABLE = False - - st.set_page_config( - page_title="ACA Calculator", - page_icon="🧮", - layout="wide", - initial_sidebar_state="expanded", - ) - -except Exception as e: - st.error(f"Startup Error: {str(e)}") - st.error("Please report this error with the details above.") - import traceback - st.code(traceback.format_exc()) - st.stop() - - -# PolicyEngine brand colors (app-v2 style) -COLORS = { - "primary": "#319795", # Teal - "secondary": "#2C6496", # Blue for IRA reform - "purple": "#9467BD", # Purple for 700% FPL - "gray": "#9CA3AF", # Gray for baseline - "green": "#22C55E", -} - - -def get_logo_base64(): - """Get base64 encoded PolicyEngine logo""" - try: - logo_path = os.path.join(os.path.dirname(os.path.dirname(__file__)), "blue.png") - with open(logo_path, "rb") as f: - return base64.b64encode(f.read()).decode() - except: - return None - - -def add_logo_to_layout(): - """Add PolicyEngine logo to chart layout""" - logo_base64 = get_logo_base64() - if logo_base64: - return { - "images": [ - { - "source": f"data:image/png;base64,{logo_base64}", - "xref": "paper", - "yref": "paper", - "x": 1.01, - "y": -0.18, - "sizex": 0.10, - "sizey": 0.10, - "xanchor": "right", - "yanchor": "bottom", - } - ] - } - return {} - - -# Load counties -@st.cache_data -def load_counties(): - try: - counties_path = os.path.join(os.path.dirname(os.path.dirname(__file__)), "counties.json") - with open(counties_path, "r") as f: - return json.load(f) - except: - return None - - -def main(): - # Header styling - st.markdown( - f""" - - """, - unsafe_allow_html=True, - ) - - st.title("🧮 ACA Premium Tax Credit Calculator") - st.markdown("Explore how extending enhanced premium tax credits would affect your household.") - - # Link back to interactive story - st.markdown("← [Back to Interactive Guide](/)") - - counties = load_counties() - - # Sidebar for household configuration - with st.sidebar: - st.header("Reform scenarios") - st.markdown("Select which reform(s) to compare against baseline:") - - show_ira = st.checkbox( - "IRA Extension", - value=True, - help="Extends current enhanced subsidies indefinitely with 8.5% cap and no income limit above 400% FPL" - ) - - show_700fpl = st.checkbox( - "700% FPL Extension (Bipartisan Bill)", - value=False, - help="Bipartisan Health Insurance Affordability Act: extends eligibility to 700% FPL with 9.25% cap" - ) - - if not show_ira and not show_700fpl: - st.warning("Please select at least one reform to compare.") - - st.markdown("---") - - st.header("Household configuration") - - married = st.checkbox("Are you married?", value=False) - - age_head = st.number_input( - "How old are you?", min_value=18, max_value=100, value=35 - ) - - if married: - age_spouse = st.number_input( - "How old is your spouse?", - min_value=18, - max_value=100, - value=35, - ) - else: - age_spouse = None - - num_dependents = st.number_input( - "How many children or dependents do you have?", - min_value=0, - max_value=10, - value=0, - ) - dependent_ages = [] - - if num_dependents > 0: - st.write("What are their ages?") - for i in range(num_dependents): - age_dep = st.number_input( - f"Child {i+1} age", - min_value=0, - max_value=25, - value=10, - key=f"dep_{i}", - ) - dependent_ages.append(age_dep) - - states = [ - "AL", "AK", "AZ", "AR", "CA", "CO", "CT", "DE", "FL", "GA", - "HI", "ID", "IL", "IN", "IA", "KS", "KY", "LA", "ME", "MD", - "MA", "MI", "MN", "MS", "MO", "MT", "NE", "NV", "NH", "NJ", - "NM", "NY", "NC", "ND", "OH", "OK", "OR", "PA", "RI", "SC", - "SD", "TN", "TX", "UT", "VT", "VA", "WA", "WV", "WI", "WY", "DC", - ] - - state = st.selectbox("Which state do you live in?", states, index=0) - - # County selection - county = None - if counties and state in counties: - sorted_counties = sorted(counties[state]) - county = st.selectbox( - "Which county?", - sorted_counties, - index=0, - help="County used for marketplace calculations", - ) - - # ZIP code for LA County - zip_code = None - if state == "CA" and county == "Los Angeles County": - zip_code = st.text_input( - "What is your ZIP code?", - max_chars=5, - help="Los Angeles County has multiple rating areas.", - placeholder="90001", - ) - if zip_code and (len(zip_code) != 5 or not zip_code.isdigit()): - st.error("Please enter a valid 5-digit ZIP code") - zip_code = None - - st.markdown("---") - - calculate_button = st.button( - "Analyze premium subsidies", - type="primary", - use_container_width=True, - ) - - if calculate_button: - st.session_state.calculate = True - new_params = { - "age_head": age_head, - "age_spouse": age_spouse, - "dependent_ages": dependent_ages, - "state": state, - "county": county, - "married": married, - "zip_code": zip_code, - "show_ira": show_ira, - "show_700fpl": show_700fpl, - } - # Clear cached charts if params changed - if hasattr(st.session_state, "params") and st.session_state.params != new_params: - st.session_state.income_range = None - st.session_state.fig_net_income = None - st.session_state.fig_mtr = None - st.session_state.params = new_params - - # Main content area - if not hasattr(st.session_state, "calculate") or not st.session_state.calculate: - st.markdown( - """ - ### Get started - - Enter your household information in the sidebar, then click **"Analyze premium subsidies"** to see: - - - How premium tax credits vary across income levels for your household - - The income range where extending enhanced subsidies would benefit you - - Your specific impact at any income level you choose - - **Available reform scenarios:** - - **IRA Extension**: Continues current enhanced subsidies with 8.5% cap and no income limit - - **700% FPL Extension**: [Bipartisan Health Insurance Affordability Act](https://punchbowl.news/wp-content/uploads/Bipartisan-Health-Insurance-Affordability-Act-Section-by-Section-copy.pdf) extending eligibility to 700% FPL with 9.25% cap - - Select one or both reforms in the sidebar to compare against baseline (current law after IRA expiration). - """ - ) - else: - params = st.session_state.params - - # Generate charts - if not hasattr(st.session_state, "income_range") or st.session_state.income_range is None: - with st.spinner("Generating analysis..."): - county_name = params["county"] if params["county"] else None - zip_code = params.get("zip_code") - - ( - fig_comparison, - fig_delta, - benefit_info, - income_range, - ptc_baseline_range, - ptc_reform_range, - ptc_700fpl_range, - slcsp_2026, - fpl, - x_axis_max, - ) = create_chart( - params["age_head"], - params["age_spouse"], - tuple(params["dependent_ages"]), - params["state"], - county_name, - zip_code, - show_ira=params.get("show_ira", True), - show_700fpl=params.get("show_700fpl", False), - ) - - if income_range is not None: - st.session_state.income_range = income_range - st.session_state.ptc_baseline_range = ptc_baseline_range - st.session_state.ptc_reform_range = ptc_reform_range - st.session_state.ptc_700fpl_range = ptc_700fpl_range - st.session_state.slcsp_2026 = slcsp_2026 - st.session_state.fpl = fpl - st.session_state.benefit_info = benefit_info - st.session_state.fig_comparison = fig_comparison - st.session_state.fig_delta = fig_delta - st.session_state.x_axis_max = x_axis_max - - # Show tabs - if hasattr(st.session_state, "fig_delta") and st.session_state.fig_delta is not None: - tab1, tab2, tab3 = st.tabs([ - "Gain from extension", - "Baseline vs. extension", - "Your impact" - ]) - - with tab1: - st.plotly_chart( - st.session_state.fig_delta, - use_container_width=True, - config={"displayModeBar": False}, - key="gain_chart", - ) - - with tab2: - st.plotly_chart( - st.session_state.fig_comparison, - use_container_width=True, - config={"displayModeBar": False}, - key="comparison_chart", - ) - - with tab3: - st.markdown("Enter your annual household income to see your specific impact.") - - user_income = st.number_input( - "Annual household income:", - min_value=0, - value=0, - step=1000, - help="Modified Adjusted Gross Income (MAGI)", - format="%d", - ) - - if ( - hasattr(st.session_state, "income_range") - and user_income is not None - and user_income > 0 - ): - ptc_2026_baseline = np.interp( - user_income, - st.session_state.income_range, - st.session_state.ptc_baseline_range, - ) - ptc_2026_with_ira = np.interp( - user_income, - st.session_state.income_range, - st.session_state.ptc_reform_range, - ) - difference = ptc_2026_with_ira - ptc_2026_baseline - fpl = st.session_state.fpl - - # Calculate FPL percentage - household_size = ( - 1 - + (1 if params["age_spouse"] else 0) - + len(params["dependent_ages"]) - ) - fpl_pct = (user_income / fpl * 100) if fpl > 0 else 0 - - col_baseline, col_with_ira, col_diff = st.columns(3) - - with col_baseline: - st.metric( - "Current law", - f"${ptc_2026_baseline:,.0f}/year", - ) - - with col_with_ira: - st.metric( - "With reform", - f"${ptc_2026_with_ira:,.0f}/year", - ) - - with col_diff: - if difference > 0: - st.metric( - "You gain", - f"${difference:,.0f}/year", - f"+${difference/12:,.0f}/month", - ) - else: - st.metric("No change", "$0") - - -def create_chart( - age_head, - age_spouse, - dependent_ages, - state, - county=None, - zip_code=None, - income=None, - show_ira=True, - show_700fpl=False, -): - """Create income curve charts showing PTC across income range""" - - base_household = build_household_situation( - age_head=age_head, - age_spouse=age_spouse, - dependent_ages=list(dependent_ages) if dependent_ages else [], - state=state, - county=county, - zip_code=zip_code, - year=2026, - with_axes=True, - ) - - PURPLE = "#9467BD" - - try: - reform_ira = create_enhanced_ptc_reform() - reform_700fpl = create_700fpl_reform() - - sim_baseline = Simulation(situation=base_household) - - income_range = sim_baseline.calculate( - "employment_income", map_to="household", period=2026 - ) - ptc_range_baseline = sim_baseline.calculate( - "aca_ptc", map_to="household", period=2026 - ) - - ptc_range_reform = None - if show_ira: - sim_ira = Simulation(situation=base_household, reform=reform_ira) - ptc_range_reform = sim_ira.calculate( - "aca_ptc", map_to="household", period=2026 - ) - - ptc_range_700fpl = None - if show_700fpl and reform_700fpl is not None: - sim_700fpl = Simulation(situation=base_household, reform=reform_700fpl) - ptc_range_700fpl = sim_700fpl.calculate( - "aca_ptc", map_to="household", period=2026 - ) - - # Find x-axis range - max_income_with_ptc = 200000 - ptc_arrays_to_check = [ptc_range_baseline] - if ptc_range_reform is not None: - ptc_arrays_to_check.append(ptc_range_reform) - if ptc_range_700fpl is not None: - ptc_arrays_to_check.append(ptc_range_700fpl) - - for ptc_arr in ptc_arrays_to_check: - for i in range(len(ptc_arr) - 1, -1, -1): - if ptc_arr[i] > 0: - max_income_with_ptc = max(max_income_with_ptc, income_range[i]) - break - - x_axis_max = min(1000000, max_income_with_ptc * 1.1) - - # Delta - if ptc_range_reform is not None: - delta_range = ptc_range_reform - ptc_range_baseline - elif ptc_range_700fpl is not None: - delta_range = ptc_range_700fpl - ptc_range_baseline - else: - delta_range = np.zeros_like(ptc_range_baseline) - - # Create comparison chart - fig = go.Figure() - - fig.add_trace( - go.Scatter( - x=income_range, - y=ptc_range_baseline, - mode="lines", - name="PTC (baseline)", - line=dict(color=COLORS["gray"], width=3), - ) - ) - - if show_ira and ptc_range_reform is not None: - fig.add_trace( - go.Scatter( - x=income_range, - y=ptc_range_reform, - mode="lines", - name="PTC (IRA extension)", - line=dict(color=COLORS["secondary"], width=3), - ) - ) - - if show_700fpl and ptc_range_700fpl is not None: - fig.add_trace( - go.Scatter( - x=income_range, - y=ptc_range_700fpl, - mode="lines", - name="PTC (700% FPL extension)", - line=dict(color=PURPLE, width=3), - ) - ) - - fig.update_layout( - title={ - "text": "Premium Tax Credits by Household Income (2026)", - "font": {"size": 20, "color": COLORS["primary"]}, - }, - xaxis_title="Annual household income", - yaxis_title="Annual premium tax credit", - height=400, - xaxis=dict(tickformat="$,.0f", range=[0, x_axis_max]), - yaxis=dict(tickformat="$,.0f", rangemode="tozero"), - plot_bgcolor="white", - paper_bgcolor="white", - font=dict(family="Roboto, sans-serif"), - legend=dict(orientation="h", yanchor="bottom", y=0.98, xanchor="right", x=1), - margin=dict(l=80, r=40, t=60, b=80), - **add_logo_to_layout(), - ) - - # Create delta chart - fig_delta = go.Figure() - - if show_ira and ptc_range_reform is not None: - delta_ira = ptc_range_reform - ptc_range_baseline - fig_delta.add_trace( - go.Scatter( - x=income_range, - y=delta_ira, - mode="lines", - name="IRA extension gain", - line=dict(color=COLORS["secondary"], width=3), - fill="tozeroy", - fillcolor="rgba(44, 100, 150, 0.2)", - ) - ) - - if show_700fpl and ptc_range_700fpl is not None: - delta_700 = ptc_range_700fpl - ptc_range_baseline - fig_delta.add_trace( - go.Scatter( - x=income_range, - y=delta_700, - mode="lines", - name="700% FPL extension gain", - line=dict(color=PURPLE, width=3), - fill="tozeroy" if not show_ira else None, - fillcolor="rgba(148, 103, 189, 0.2)" if not show_ira else None, - ) - ) - - fig_delta.update_layout( - title={ - "text": "PTC Gain from Extending Enhanced Subsidies (2026)", - "font": {"size": 20, "color": COLORS["primary"]}, - }, - xaxis_title="Annual household income", - yaxis_title="Annual PTC gain", - height=400, - xaxis=dict(tickformat="$,.0f", range=[0, x_axis_max]), - yaxis=dict(tickformat="$,.0f", rangemode="tozero"), - plot_bgcolor="white", - paper_bgcolor="white", - font=dict(family="Roboto, sans-serif"), - showlegend=True, - margin=dict(l=80, r=40, t=60, b=80), - **add_logo_to_layout(), - ) - - # Calculate benefit info - benefit_indices = np.where(delta_range > 0)[0] - if len(benefit_indices) > 0: - benefit_info = { - "min_income": float(income_range[benefit_indices[0]]), - "max_income": float(income_range[benefit_indices[-1]]), - "max_benefit": float(np.max(delta_range[benefit_indices])), - } - else: - benefit_info = None - - # Get SLCSP and FPL - slcsp_array = sim_baseline.calculate("slcsp", map_to="household", period=2026) - fpl_array = sim_baseline.calculate("tax_unit_fpg", period=2026) - slcsp = float(np.max(slcsp_array)) - fpl = float(fpl_array[len(fpl_array) // 2]) - - return ( - fig, - fig_delta, - benefit_info, - income_range, - ptc_range_baseline, - ptc_range_reform if ptc_range_reform is not None else np.zeros_like(ptc_range_baseline), - ptc_range_700fpl, - slcsp, - fpl, - x_axis_max, - ) - - except Exception as e: - st.error(f"Error generating charts: {str(e)}") - import traceback - st.error(traceback.format_exc()) - return None, None, None, None, None, None, None, 0, 0, 200000 - - -if __name__ == "__main__": - main() diff --git a/precompute_households.py b/precompute_households.py index 7283616..1c6cf40 100644 --- a/precompute_households.py +++ b/precompute_households.py @@ -16,7 +16,7 @@ from aca_calc.calculations.household import build_household_situation from aca_calc.calculations.reforms import create_enhanced_ptc_reform, create_700fpl_reform -# Preset households (same as in app.py) +# Preset households used by the React app's household explorer. PRESET_HOUSEHOLDS = { "florida_family": { "name": "Florida Family of 4", diff --git a/pyproject.toml b/pyproject.toml index 3ba0cb0..870de1e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -5,7 +5,6 @@ description = "ACA Premium Tax Credit Calculator - Compare 2026 credits with and readme = "README.md" requires-python = ">=3.10" dependencies = [ - "streamlit>=1.28.0", "policyengine-us>=1.400.0", "numpy>=1.24.0", "pandas>=2.0.0", @@ -26,6 +25,9 @@ build-backend = "setuptools.build_meta" [tool.setuptools] py-modules = [] +[tool.setuptools.package-data] +aca_calc = ["data/*.json"] + [tool.setuptools.packages.find] exclude = ["archive*", "notebooks*", "tests*"] diff --git a/requirements.txt b/requirements.txt index f4fa2ac..8ffd74b 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,4 +1,3 @@ -streamlit policyengine_us>=1.409.0 numpy pandas diff --git a/src/App.css b/src/App.css index 5f6ba56..6916f55 100644 --- a/src/App.css +++ b/src/App.css @@ -44,6 +44,9 @@ } .page-tab { + display: inline-flex; + align-items: center; + justify-content: center; padding: 8px 20px; border: 2px solid var(--pe-border); border-radius: 24px; @@ -53,6 +56,7 @@ font-weight: 500; color: var(--pe-text-secondary); cursor: pointer; + text-decoration: none; transition: all var(--pe-transition-fast); } @@ -180,15 +184,8 @@ /* Calculator page */ .calculator-page { - width: 100%; - height: calc(100vh - 140px); - padding: 0; -} - -.calculator-iframe { - width: 100%; - height: 100%; - border: none; + max-width: 100%; + padding: var(--pe-space-lg) 0; } .back-button { diff --git a/src/App.jsx b/src/App.jsx index 5c55943..6dc3243 100644 --- a/src/App.jsx +++ b/src/App.jsx @@ -1,16 +1,18 @@ 'use client'; -import { useState, useRef } from "react"; +import { useState, useRef, useEffect } from "react"; import HealthBenefitsChart from "./components/HealthBenefitsChart"; import ScrollSection from "./components/ScrollSection"; import CliffComparisonTable from "./components/CliffComparisonTable"; import ContributionScheduleTable from "./components/ContributionScheduleTable"; import ContributionScheduleChart from "./components/ContributionScheduleChart"; import HouseholdExplorer from "./components/HouseholdExplorer"; +import Calculator from "./components/Calculator"; +import LocalImpact from "./views/LocalImpact"; import "./App.css"; // Import precomputed household data -import cliffDemoData from "../data/households/cliff_demo.json"; +import cliffDemoData from "./data/households/cliff_demo.json"; // Scroll sections content - background first, then household example, then health programs, then reforms const SECTIONS = [ @@ -165,11 +167,71 @@ Click below to explore how four different households are affected—with details }, ]; +const PAGE_ROUTES = { + "": "main", + "overview": "main", + "households": "households", + "calculator": "calculator", + "local-impact": "local", + "local": "local", +}; + +const ROUTE_PAGES = { + main: "", + households: "households", + calculator: "calculator", + local: "local-impact", +}; + +function getPageFromHash() { + if (typeof window === "undefined") { + return "main"; + } + const hash = window.location.hash.slice(1); + const [route] = hash.split("?"); + return PAGE_ROUTES[route] || "main"; +} + +function isEmbedded() { + if (typeof window === "undefined") { + return false; + } + const urlParams = new URLSearchParams(window.location.search); + return urlParams.get("embedded") === "true"; +} + function App() { const [activeSection, setActiveSection] = useState(0); - const [currentPage, setCurrentPage] = useState("main"); // "main", "households", or "calculator" + const [currentPage, setCurrentPage] = useState(() => getPageFromHash()); + const [embedded] = useState(() => isEmbedded()); const chartRef = useRef(null); + useEffect(() => { + const handleHashChange = () => { + setCurrentPage(getPageFromHash()); + }; + + window.addEventListener("hashchange", handleHashChange); + return () => window.removeEventListener("hashchange", handleHashChange); + }, []); + + const navigateToPage = (page) => { + const route = ROUTE_PAGES[page]; + const currentHash = window.location.hash.slice(1); + const [, queryString] = currentHash.split("?"); + + if (page === "calculator" && queryString) { + window.location.hash = `${route}?${queryString}`; + } else { + window.location.hash = route; + } + setCurrentPage(page); + }; + + useEffect(() => { + window.scrollTo(0, 0); + }, [currentPage]); + // Get current section const currentSection = SECTIONS[activeSection] || SECTIONS[0]; @@ -230,7 +292,8 @@ function App() { index={index} isActive={activeSection === index} onInView={handleSectionInView} - onExploreHouseholds={() => setCurrentPage("households")} + onExploreHouseholds={() => navigateToPage("households")} + onOpenCalculator={() => navigateToPage("calculator")} /> ))} @@ -243,7 +306,7 @@ function App() {
@@ -251,39 +314,64 @@ function App() {
); + const renderLocalImpactPage = () => ; + const renderCalculatorPage = () => ( +
+ +
+ ); + return ( -
-
-
-

ACA Premium Tax Credits: 2025 vs 2026

-

- Modeling how the scheduled expiration of IRA enhancements affects health insurance costs -

-
- - +
+ {!embedded && ( +
+
+

ACA Premium Tax Credits: 2025 vs 2026

+

+ Modeling how the scheduled expiration of IRA enhancements affects health insurance costs +

+
+ + + + +
-
-
+ + )} {currentPage === "main" && renderMainPage()} {currentPage === "households" && renderHouseholdsPage()} + {currentPage === "calculator" && renderCalculatorPage()} + {currentPage === "local" && renderLocalImpactPage()} - + {!embedded && ( + + )}
); } diff --git a/src/components/AIExplanation.css b/src/components/AIExplanation.css new file mode 100644 index 0000000..ec53d09 --- /dev/null +++ b/src/components/AIExplanation.css @@ -0,0 +1,280 @@ +/* AI Explanation Overlay */ +.ai-explanation-overlay { + position: fixed; + top: 0; + left: 0; + right: 0; + bottom: 0; + background: rgba(0, 0, 0, 0.5); + z-index: 1000; + display: flex; + align-items: center; + justify-content: center; + padding: var(--pe-space-lg); +} + +.ai-explanation-container { + background: var(--pe-surface); + border-radius: var(--pe-radius-lg); + width: 100%; + max-width: 1200px; + height: 90vh; + display: flex; + flex-direction: column; + overflow: hidden; + box-shadow: var(--pe-shadow-xl); +} + +/* Header */ +.ai-explanation-header { + display: flex; + justify-content: space-between; + align-items: center; + padding: var(--pe-space-md) var(--pe-space-lg); + border-bottom: 1px solid var(--pe-border); + background: var(--pe-gray-50); +} + +.ai-header-content { + display: flex; + align-items: center; + gap: var(--pe-space-md); +} + +.ai-badge { + background: var(--pe-primary); + color: white; + font-size: 0.75rem; + font-weight: 600; + padding: 4px 10px; + border-radius: 20px; + text-transform: uppercase; + letter-spacing: 0.05em; +} + +.ai-explanation-header h2 { + margin: 0; + font-size: 1.25rem; + font-weight: 600; + color: var(--pe-gray-900); +} + +.ai-close-button { + background: transparent; + border: none; + padding: 8px; + cursor: pointer; + color: var(--pe-text-secondary); + border-radius: var(--pe-radius-md); + transition: all var(--pe-transition-fast); +} + +.ai-close-button:hover { + background: var(--pe-gray-100); + color: var(--pe-gray-900); +} + +/* Section Indicators - Progress Steps Style */ +.ai-section-indicators { + display: flex; + align-items: center; + justify-content: center; + gap: 0; + padding: var(--pe-space-md) var(--pe-space-lg); + background: var(--pe-surface); + border-bottom: 1px solid var(--pe-border); + overflow-x: auto; +} + +.ai-indicator { + display: flex; + align-items: center; + justify-content: center; + gap: 8px; + padding: 10px 20px; + background: transparent; + border: none; + font-family: var(--pe-font-family); + font-size: 0.875rem; + font-weight: 500; + color: var(--pe-text-secondary); + cursor: pointer; + transition: all var(--pe-transition-fast); + white-space: nowrap; + position: relative; +} + +.ai-indicator:not(:last-child)::after { + content: ""; + position: absolute; + right: -4px; + top: 50%; + transform: translateY(-50%); + width: 8px; + height: 8px; + border-top: 2px solid var(--pe-gray-300); + border-right: 2px solid var(--pe-gray-300); + transform: translateY(-50%) rotate(45deg); +} + +.ai-indicator:hover { + color: var(--pe-gray-900); +} + +.ai-indicator:hover .indicator-number { + background: var(--pe-gray-300); +} + +.ai-indicator.active { + color: var(--pe-primary); +} + +.ai-indicator.active .indicator-number { + background: var(--pe-primary); + color: white; +} + +.ai-indicator.completed .indicator-number { + background: var(--pe-gray-400); + color: white; +} + +.indicator-number { + display: flex; + align-items: center; + justify-content: center; + width: 24px; + height: 24px; + border-radius: 50%; + background: var(--pe-gray-200); + font-size: 0.75rem; + font-weight: 600; + color: var(--pe-text-secondary); + transition: all var(--pe-transition-fast); + flex-shrink: 0; +} + +.indicator-label { + max-width: 120px; + overflow: hidden; + text-overflow: ellipsis; +} + +/* Hide labels on smaller screens, show only numbers */ +@media (max-width: 768px) { + .indicator-label { + display: none; + } + + .ai-indicator { + padding: 10px 16px; + } +} + +/* Scrolly Container */ +.ai-scrolly-container { + flex: 1; + display: grid; + grid-template-columns: 55% 45%; + gap: var(--pe-space-xl); + padding: var(--pe-space-xl); + overflow: hidden; +} + +/* Chart Column */ +.ai-chart-column { + padding: var(--pe-space-lg); + overflow: hidden; +} + +.ai-chart-sticky { + height: 100%; + display: flex; + flex-direction: column; +} + +/* Text Column */ +.ai-text-column { + padding: var(--pe-space-lg); + padding-right: var(--pe-space-xl); + overflow-y: auto; + padding-bottom: 40vh; +} + +/* Scroll Sections */ +.ai-scroll-section { + min-height: 60vh; + display: flex; + flex-direction: column; + justify-content: center; + padding: var(--pe-space-xl) 0; + opacity: 0.4; + transition: opacity 0.3s ease; +} + +.ai-scroll-section.active { + opacity: 1; +} + +.ai-section-title { + font-size: 1.5rem; + font-weight: 600; + color: var(--pe-gray-900); + margin: 0 0 var(--pe-space-md) 0; + line-height: 1.3; +} + +.ai-section-content { + font-size: 1.0625rem; + line-height: 1.7; + color: var(--pe-text-secondary); +} + +.ai-section-content p { + margin: 0 0 var(--pe-space-md) 0; +} + +.ai-section-content p:last-child { + margin-bottom: 0; +} + +.ai-section-content strong { + color: var(--pe-gray-900); + font-weight: 600; +} + +/* Responsive */ +@media (max-width: 900px) { + .ai-scrolly-container { + grid-template-columns: 1fr; + } + + .ai-chart-column { + height: 350px; + } + + .ai-chart-sticky { + position: relative; + } + + .ai-scroll-section { + min-height: auto; + padding: var(--pe-space-lg) 0; + } +} + +@media (max-width: 640px) { + .ai-explanation-overlay { + padding: 0; + } + + .ai-explanation-container { + border-radius: 0; + height: 100vh; + max-width: 100%; + } + + .ai-explanation-header h2 { + font-size: 1rem; + } +} diff --git a/src/components/AIExplanation.jsx b/src/components/AIExplanation.jsx new file mode 100644 index 0000000..9a54ca0 --- /dev/null +++ b/src/components/AIExplanation.jsx @@ -0,0 +1,144 @@ +import { useState, useEffect, useRef, useCallback } from "react"; +import HealthBenefitsChart from "./HealthBenefitsChart"; +import "./AIExplanation.css"; + +// Parse markdown-style bold text +const parseContent = (text) => { + const parts = text.split(/(\*\*[^*]+\*\*)/g); + return parts.map((part, i) => { + if (part.startsWith("**") && part.endsWith("**")) { + return {part.slice(2, -2)}; + } + return part; + }); +}; + +// Individual scroll section +function AIScrollSection({ section, index, isActive, sectionRef }) { + return ( +
+

{section.title}

+
+ {section.content.split("\n\n").map((paragraph, i) => ( +

{parseContent(paragraph)}

+ ))} +
+
+ ); +} + +function AIExplanation({ sections, chartData, householdDescription, onClose }) { + const [activeSection, setActiveSection] = useState(0); + const textColumnRef = useRef(null); + const sectionRefs = useRef([]); + + const currentSection = sections[activeSection] || sections[0]; + + // Handle scroll to detect which section is in view + const handleScroll = useCallback(() => { + if (!textColumnRef.current) return; + + const container = textColumnRef.current; + const containerRect = container.getBoundingClientRect(); + const containerMiddle = containerRect.top + containerRect.height / 3; + + let closestIndex = 0; + let closestDistance = Infinity; + + sectionRefs.current.forEach((ref, index) => { + if (ref) { + const rect = ref.getBoundingClientRect(); + const sectionMiddle = rect.top + rect.height / 2; + const distance = Math.abs(sectionMiddle - containerMiddle); + + if (distance < closestDistance) { + closestDistance = distance; + closestIndex = index; + } + } + }); + + if (closestIndex !== activeSection) { + setActiveSection(closestIndex); + } + }, [activeSection]); + + useEffect(() => { + const container = textColumnRef.current; + if (container) { + container.addEventListener("scroll", handleScroll); + return () => container.removeEventListener("scroll", handleScroll); + } + }, [handleScroll]); + + // Click on indicator to scroll to section + const scrollToSection = (index) => { + const section = sectionRefs.current[index]; + if (section && textColumnRef.current) { + section.scrollIntoView({ behavior: "smooth", block: "center" }); + } + }; + + return ( +
+
+
+
+
AI Generated
+

{householdDescription}

+
+ +
+ + {/* Section indicators */} +
+ {sections.map((section, index) => ( + + ))} +
+ +
+
+
+ +
+
+ +
+ {sections.map((section, index) => ( + (sectionRefs.current[index] = el)} + /> + ))} +
+
+
+
+ ); +} + +export default AIExplanation; diff --git a/src/components/Calculator.css b/src/components/Calculator.css new file mode 100644 index 0000000..74cc124 --- /dev/null +++ b/src/components/Calculator.css @@ -0,0 +1,775 @@ +/* Calculator Page Styles */ + +.calculator { + max-width: 1400px; + margin: 0 auto; + padding: var(--pe-space-lg); +} + +.calculator-layout { + display: grid; + grid-template-columns: 400px 1fr; + gap: var(--pe-space-xl); + align-items: start; +} + +.calculator-title { + font-size: 1.5rem; + font-weight: 600; + color: var(--pe-gray-900); + margin: 0 0 var(--pe-space-sm) 0; +} + +.calculator-subtitle { + color: var(--pe-text-secondary); + margin: 0 0 var(--pe-space-lg) 0; + font-size: 0.9375rem; + line-height: 1.5; +} + +/* Form Container */ +.calculator-form-container { + background: var(--pe-surface); + border-radius: var(--pe-radius-lg); + padding: var(--pe-space-xl); + box-shadow: var(--pe-shadow-md); +} + +/* Form Styles */ +.calculator-form { + display: flex; + flex-direction: column; + gap: var(--pe-space-lg); +} + +.form-section { + border-bottom: 1px solid var(--pe-border); + padding-bottom: var(--pe-space-lg); +} + +.form-section:last-of-type { + border-bottom: none; + padding-bottom: 0; +} + +.form-section-title { + font-size: 0.875rem; + font-weight: 600; + color: var(--pe-accent-dark); + text-transform: uppercase; + letter-spacing: 0.05em; + margin: 0 0 var(--pe-space-md) 0; +} + +.form-row { + margin-bottom: var(--pe-space-md); +} + +.form-row:last-child { + margin-bottom: 0; +} + +.form-row-inline { + display: flex; + gap: var(--pe-space-md); +} + +.form-field { + flex: 1; + display: flex; + flex-direction: column; + gap: var(--pe-space-xs); +} + +.form-field label { + font-size: 0.875rem; + font-weight: 500; + color: var(--pe-text-primary); +} + +.form-field input, +.form-field select { + padding: 10px 12px; + border: 2px solid var(--pe-border); + border-radius: var(--pe-radius-md); + font-size: 1rem; + font-family: var(--pe-font-family); + transition: border-color var(--pe-transition-fast); +} + +.form-field input:focus, +.form-field select:focus { + outline: none; + border-color: var(--pe-accent); +} + +.form-field input:disabled, +.form-field select:disabled { + background: var(--pe-gray-100); + cursor: not-allowed; +} + +.form-hint { + font-size: 0.75rem; + color: var(--pe-text-muted); +} + +.form-hint-warning { + color: #b45309; + background: #fef3c7; + padding: 6px 10px; + border-radius: var(--pe-radius-sm); + margin-top: var(--pe-space-xs); + display: block; +} + +.form-label { + display: flex; + align-items: flex-start; + gap: var(--pe-space-sm); + cursor: pointer; + font-size: 0.9375rem; +} + +.form-label input[type="checkbox"] { + width: 18px; + height: 18px; + margin-top: 2px; + accent-color: var(--pe-accent); +} + +.checkbox-label span { + display: flex; + flex-direction: column; + gap: 2px; +} + +.checkbox-description { + font-size: 0.8125rem; + color: var(--pe-text-secondary); + font-weight: 400; +} + +.dependent-ages-grid { + display: grid; + grid-template-columns: repeat(auto-fill, minmax(80px, 1fr)); + gap: var(--pe-space-sm); + margin-top: var(--pe-space-xs); +} + +.dependent-ages-grid input { + padding: 8px 10px; + border: 2px solid var(--pe-border); + border-radius: var(--pe-radius-md); + font-size: 0.875rem; + text-align: center; +} + +.form-actions { + display: flex; + gap: var(--pe-space-sm); + align-items: center; +} + +.calculate-button { + flex: 1; + padding: 14px 24px; + background: var(--pe-accent); + color: white; + border: none; + border-radius: var(--pe-radius-md); + font-size: 1rem; + font-weight: 600; + cursor: pointer; + transition: background var(--pe-transition-fast); +} + +.calculate-button:hover:not(:disabled) { + background: var(--pe-accent-dark); +} + +.calculate-button:disabled { + background: var(--pe-gray-300); + cursor: not-allowed; +} + +.share-button { + display: inline-flex; + align-items: center; + gap: 6px; + padding: 14px 20px; + background: var(--pe-gray-100); + color: var(--pe-text-primary); + border: 2px solid var(--pe-border); + border-radius: var(--pe-radius-md); + font-size: 0.9375rem; + font-weight: 500; + cursor: pointer; + transition: all var(--pe-transition-fast); + white-space: nowrap; +} + +.share-button:hover:not(:disabled) { + background: var(--pe-gray-200); + border-color: var(--pe-gray-400); +} + +.share-button:disabled { + opacity: 0.5; + cursor: not-allowed; +} + +.share-button svg { + flex-shrink: 0; +} + +.share-message { + font-size: 0.875rem; + color: var(--pe-accent); + font-weight: 500; + white-space: nowrap; +} + +.form-warning { + text-align: center; + color: var(--pe-text-muted); + font-size: 0.875rem; + margin-top: var(--pe-space-sm); +} + +/* Results Container */ +.calculator-results-container { + min-height: 500px; +} + +/* Loading State */ +.calculator-loading { + display: flex; + flex-direction: column; + align-items: center; + justify-content: center; + padding: var(--pe-space-2xl); + text-align: center; +} + +.loading-spinner { + width: 48px; + height: 48px; + border: 4px solid var(--pe-gray-200); + border-top-color: var(--pe-accent); + border-radius: 50%; + animation: spin 1s linear infinite; + margin-bottom: var(--pe-space-lg); +} + +@keyframes spin { + to { transform: rotate(360deg); } +} + +.calculator-loading p { + color: var(--pe-text-secondary); + margin: 0; +} + +.loading-note { + font-size: 0.875rem; + color: var(--pe-text-muted); + margin-top: var(--pe-space-sm) !important; +} + +/* Progress Bar */ +.progress-container { + width: 100%; + max-width: 400px; + margin-bottom: var(--pe-space-lg); +} + +.progress-bar { + width: 100%; + height: 8px; + background: var(--pe-gray-200); + border-radius: 4px; + overflow: hidden; +} + +.progress-fill { + display: block; + height: 8px; + min-height: 8px; + background: #319795; + border-radius: 4px; + transition: width 0.3s ease-out; +} + +.progress-text { + display: flex; + justify-content: space-between; + align-items: center; + margin-top: var(--pe-space-sm); + font-size: 0.875rem; +} + +.progress-message { + color: var(--pe-text-secondary); + font-weight: 500; +} + +.progress-percent { + color: var(--pe-accent); + font-weight: 600; +} + +/* Placeholder */ +.calculator-placeholder { + display: flex; + flex-direction: column; + align-items: center; + justify-content: center; + padding: var(--pe-space-2xl); + text-align: center; + background: var(--pe-gray-50); + border-radius: var(--pe-radius-lg); + border: 2px dashed var(--pe-border); +} + +.placeholder-icon { + color: var(--pe-gray-300); + margin-bottom: var(--pe-space-lg); +} + +.calculator-placeholder h3 { + font-size: 1.25rem; + color: var(--pe-gray-700); + margin: 0 0 var(--pe-space-sm) 0; +} + +.calculator-placeholder p { + color: var(--pe-text-secondary); + max-width: 400px; + margin: 0; +} + +/* Error State */ +.calculator-error { + background: #fef2f2; + border: 1px solid #fecaca; + border-radius: var(--pe-radius-md); + padding: var(--pe-space-md); + margin-top: var(--pe-space-md); + display: flex; + align-items: center; + justify-content: space-between; + gap: var(--pe-space-md); +} + +.calculator-error p { + color: #dc2626; + margin: 0; + font-size: 0.875rem; +} + +.calculator-error button { + padding: 6px 12px; + background: transparent; + border: 1px solid #dc2626; + border-radius: var(--pe-radius-sm); + color: #dc2626; + font-size: 0.75rem; + cursor: pointer; +} + +/* Results Tabs */ +.calculator-results { + background: var(--pe-surface); + border-radius: var(--pe-radius-lg); + box-shadow: var(--pe-shadow-md); + overflow: hidden; +} + +.results-tabs { + display: flex; + border-bottom: 2px solid var(--pe-border); +} + +.results-tab { + flex: 1; + padding: 14px 20px; + background: transparent; + border: none; + font-size: 0.9375rem; + font-weight: 500; + color: var(--pe-text-secondary); + cursor: pointer; + transition: all var(--pe-transition-fast); + border-bottom: 3px solid transparent; + margin-bottom: -2px; +} + +.results-tab:hover { + color: var(--pe-accent); + background: var(--pe-gray-50); +} + +.results-tab.active { + color: var(--pe-accent); + border-bottom-color: var(--pe-accent); +} + +.results-content { + padding: var(--pe-space-lg); +} + +.results-chart { + height: 450px; +} + +/* Impact Tab */ +.results-impact { + display: flex; + flex-direction: column; + gap: var(--pe-space-xl); +} + +.impact-input-section { + display: flex; + flex-direction: column; + gap: var(--pe-space-sm); +} + +.impact-input-section label { + font-weight: 500; + color: var(--pe-text-primary); +} + +.income-input-wrapper { + display: flex; + align-items: center; + max-width: 300px; +} + +.currency-prefix { + padding: 10px 12px; + background: var(--pe-gray-100); + border: 2px solid var(--pe-border); + border-right: none; + border-radius: var(--pe-radius-md) 0 0 var(--pe-radius-md); + color: var(--pe-text-secondary); + font-weight: 500; +} + +.income-input-wrapper input { + flex: 1; + padding: 10px 12px; + border: 2px solid var(--pe-border); + border-radius: 0 var(--pe-radius-md) var(--pe-radius-md) 0; + font-size: 1rem; +} + +.income-input-wrapper input:focus { + outline: none; + border-color: var(--pe-accent); +} + +.impact-summary { + padding: var(--pe-space-md); + background: var(--pe-teal-50); + border-radius: var(--pe-radius-md); +} + +.fpl-indicator { + margin: 0; + color: var(--pe-teal-700); +} + +.impact-cards { + display: grid; + grid-template-columns: repeat(3, 1fr); + gap: var(--pe-space-md); +} + +.impact-card { + padding: var(--pe-space-lg); + border-radius: var(--pe-radius-md); + text-align: center; +} + +.impact-card.baseline { + background: var(--pe-gray-100); +} + +.impact-card.ira { + background: rgba(2, 132, 199, 0.1); + border: 2px solid rgba(2, 132, 199, 0.3); +} + +.impact-card.fpl700 { + background: rgba(124, 58, 237, 0.1); + border: 2px solid rgba(124, 58, 237, 0.3); +} + +.impact-card.additional-bracket { + background: rgba(5, 150, 105, 0.1); + border: 2px solid rgba(5, 150, 105, 0.3); +} + +.impact-card.simplified-bracket { + background: rgba(217, 119, 6, 0.1); + border: 2px solid rgba(217, 119, 6, 0.3); +} + +.impact-card h4 { + font-size: 0.875rem; + font-weight: 600; + margin: 0 0 var(--pe-space-md) 0; + color: var(--pe-gray-700); +} + +.impact-card h4 .reform-link { + color: inherit; + text-decoration: underline; + text-decoration-style: dotted; + text-underline-offset: 2px; +} + +.impact-card h4 .reform-link:hover { + color: var(--pe-accent); +} + +.impact-value { + font-size: 1.75rem; + font-weight: 700; + margin: 0; + color: var(--pe-gray-900); +} + +.impact-label { + font-size: 0.75rem; + color: var(--pe-text-muted); + margin: var(--pe-space-xs) 0; +} + +.impact-monthly { + font-size: 0.9375rem; + color: var(--pe-text-secondary); + margin: 0; +} + +.impact-gain { + font-size: 0.875rem; + font-weight: 600; + color: #16a34a; + margin: var(--pe-space-sm) 0 0 0; +} + +.impact-explanation { + padding: var(--pe-space-md); + background: var(--pe-gray-50); + border-radius: var(--pe-radius-md); +} + +.impact-explanation h4 { + font-size: 0.875rem; + font-weight: 600; + margin: 0 0 var(--pe-space-sm) 0; + color: var(--pe-gray-700); +} + +.impact-explanation p { + margin: 0; + color: var(--pe-text-secondary); + line-height: 1.6; +} + +.impact-placeholder { + text-align: center; + padding: var(--pe-space-2xl); + color: var(--pe-text-secondary); +} + +/* Explain with AI Section */ +.explain-ai-section { + margin-bottom: var(--pe-space-lg); + padding: var(--pe-space-lg) var(--pe-space-xl) var(--pe-space-lg) var(--pe-space-lg); + background: var(--pe-primary); + border-radius: var(--pe-radius-md); + display: flex; + align-items: center; + gap: var(--pe-space-lg); +} + +.explain-ai-button { + display: inline-flex; + align-items: center; + gap: var(--pe-space-sm); + padding: 12px 24px; + background: white; + color: var(--pe-primary); + font-family: var(--pe-font-family); + font-size: 1rem; + font-weight: 600; + border: none; + border-radius: var(--pe-radius-md); + cursor: pointer; + transition: all var(--pe-transition-fast); + white-space: nowrap; + flex-shrink: 0; +} + +.explain-ai-button:hover:not(:disabled) { + background: var(--pe-gray-100); +} + +.explain-ai-button:disabled { + opacity: 0.8; + cursor: not-allowed; +} + +.explain-ai-button svg { + flex-shrink: 0; +} + +.ai-spinner { + width: 18px; + height: 18px; + border: 2px solid rgba(49, 151, 149, 0.3); + border-top-color: var(--pe-primary); + border-radius: 50%; + animation: spin 0.8s linear infinite; +} + +@keyframes spin { + to { + transform: rotate(360deg); + } +} + +.explain-ai-hint { + font-size: 0.9375rem; + color: white; + margin: 0; + flex: 1; +} + +/* Chart Line Toggles */ +.chart-toggles { + display: flex; + flex-wrap: wrap; + gap: var(--pe-space-sm); + align-items: center; + padding: var(--pe-space-md); + background: var(--pe-gray-50); + border-radius: var(--pe-radius-md); + margin-bottom: var(--pe-space-md); +} + +.toggle-label { + font-size: 0.875rem; + font-weight: 600; + color: var(--pe-text-secondary); + margin-right: var(--pe-space-sm); +} + +.toggle-item { + display: inline-flex; + align-items: center; + gap: 6px; + padding: 6px 12px; + background: white; + border: 1px solid var(--pe-border); + border-radius: var(--pe-radius-full); + cursor: pointer; + font-size: 0.8125rem; + color: var(--pe-text-secondary); + transition: all var(--pe-transition-fast); +} + +.toggle-item:hover { + border-color: var(--pe-gray-400); +} + +.toggle-item.active { + border-color: var(--pe-primary); + background: rgba(49, 151, 149, 0.05); + color: var(--pe-gray-900); +} + +.toggle-item input { + display: none; +} + +.toggle-color { + width: 12px; + height: 12px; + border-radius: 3px; +} + +.toggle-color.baseline { + background: #9CA3AF; +} + +.toggle-color.ira { + background: #0284C7; +} + +.toggle-color.fpl700 { + background: #7c3aed; +} + +.toggle-color.additional { + background: #059669; +} + +.toggle-color.simplified { + background: #d97706; +} + +/* Responsive */ +@media (max-width: 1024px) { + .calculator-layout { + grid-template-columns: 1fr; + } + + .calculator-results-container { + min-height: auto; + } + + .impact-cards { + grid-template-columns: 1fr; + } +} + +@media (max-width: 640px) { + .calculator { + padding: var(--pe-space-md); + } + + .calculator-form-container { + padding: var(--pe-space-lg); + } + + .form-row-inline { + flex-direction: column; + } + + .form-actions { + flex-wrap: wrap; + } + + .calculate-button { + flex: 1 1 100%; + } + + .share-button { + flex: 1; + } + + .results-tabs { + flex-wrap: wrap; + } + + .results-tab { + flex: 1 1 auto; + padding: 12px 16px; + font-size: 0.875rem; + } +} diff --git a/src/components/Calculator.jsx b/src/components/Calculator.jsx new file mode 100644 index 0000000..4c58c0e --- /dev/null +++ b/src/components/Calculator.jsx @@ -0,0 +1,408 @@ +import { useState, useEffect, useRef } from "react"; +import CalculatorForm, { buildShareableUrl, shouldAutoLoadAi } from "./CalculatorForm"; +import CalculatorResults from "./CalculatorResults"; +import AIExplanation from "./AIExplanation"; +import "./Calculator.css"; + +// API URL - uses environment variable or defaults to localhost for development +const API_URL = process.env.NEXT_PUBLIC_API_URL || "http://localhost:5001"; + +// Medicaid expansion states +const EXPANSION_STATES = [ + "AK", "AZ", "AR", "CA", "CO", "CT", "DE", "DC", "HI", "IL", "IN", "IA", + "KY", "LA", "ME", "MD", "MA", "MI", "MN", "MO", "MT", "NE", "NV", "NH", + "NJ", "NM", "NY", "NC", "ND", "OH", "OK", "OR", "PA", "RI", "SD", "UT", + "VT", "VA", "WA", "WV" +]; + +// Medicaid adult thresholds by state (% FPL) - expansion states are 138%, non-expansion varies +const getMedicaidAdultThreshold = (state) => { + if (EXPANSION_STATES.includes(state)) return 138; + // Non-expansion states have very low or no coverage for adults + const nonExpansionThresholds = { + "AL": 18, "FL": 19, "GA": 33, "KS": 38, "MS": 27, + "SC": 67, "TN": 96, "TX": 17, "WI": 100, "WY": 53 + }; + return nonExpansionThresholds[state] || 0; +}; + +// Medicaid child thresholds by state (% FPL) +const getMedicaidChildThreshold = (state) => { + const thresholds = { + "AL": 146, "AK": 208, "AZ": 147, "AR": 216, "CA": 269, "CO": 147, + "CT": 201, "DE": 217, "DC": 324, "FL": 215, "GA": 252, "HI": 313, + "ID": 190, "IL": 147, "IN": 218, "IA": 375, "KS": 174, "KY": 218, + "LA": 217, "ME": 213, "MD": 322, "MA": 205, "MI": 217, "MN": 288, + "MS": 215, "MO": 196, "MT": 266, "NE": 218, "NV": 205, "NH": 323, + "NJ": 355, "NM": 303, "NY": 405, "NC": 216, "ND": 175, "OH": 211, + "OK": 210, "OR": 305, "PA": 319, "RI": 266, "SC": 213, "SD": 209, + "TN": 213, "TX": 206, "UT": 147, "VT": 317, "VA": 148, "WA": 317, + "WV": 305, "WI": 306, "WY": 159 + }; + return thresholds[state] || 200; +}; + +// CHIP thresholds by state (% FPL) - upper limit for children +const getChipThreshold = (state) => { + const thresholds = { + "AL": 317, "AK": 208, "AZ": 209, "AR": 216, "CA": 269, "CO": 265, + "CT": 323, "DE": 217, "DC": 324, "FL": 215, "GA": 252, "HI": 313, + "ID": 190, "IL": 318, "IN": 262, "IA": 375, "KS": 250, "KY": 218, + "LA": 255, "ME": 213, "MD": 322, "MA": 305, "MI": 217, "MN": 288, + "MS": 215, "MO": 305, "MT": 266, "NE": 218, "NV": 205, "NH": 323, + "NJ": 355, "NM": 303, "NY": 405, "NC": 216, "ND": 181, "OH": 211, + "OK": 210, "OR": 305, "PA": 319, "RI": 266, "SC": 213, "SD": 209, + "TN": 255, "TX": 206, "UT": 209, "VT": 317, "VA": 205, "WA": 317, + "WV": 305, "WI": 306, "WY": 209 + }; + return thresholds[state] || 200; +}; + +// Cache TTL: 24 hours in milliseconds +const CACHE_TTL = 24 * 60 * 60 * 1000; + +function getCacheKey(data) { + const keyData = { + age_head: data.age_head, + age_spouse: data.age_spouse, + dependent_ages: data.dependent_ages || [], + state: data.state, + county: data.county, + zip_code: data.zip_code, + show_ira: data.show_ira, + show_700fpl: data.show_700fpl, + show_additional_bracket: data.show_additional_bracket, + show_simplified_bracket: data.show_simplified_bracket, + }; + return `aca-calc-${JSON.stringify(keyData)}`; +} + +function getFromCache(key) { + try { + const cached = localStorage.getItem(key); + if (!cached) return null; + const { data, timestamp } = JSON.parse(cached); + if (Date.now() - timestamp > CACHE_TTL) { + localStorage.removeItem(key); + return null; + } + return data; + } catch { + return null; + } +} + +function setInCache(key, data) { + try { + localStorage.setItem(key, JSON.stringify({ data, timestamp: Date.now() })); + } catch { + // localStorage might be full or disabled + } +} + +function Calculator() { + const [results, setResults] = useState(null); + const [formData, setFormData] = useState(null); + const [loading, setLoading] = useState(false); + const [progress, setProgress] = useState({ percent: 0, message: "" }); + const [error, setError] = useState(null); + const [aiExplanation, setAiExplanation] = useState(null); + const [aiLoading, setAiLoading] = useState(false); + const [pendingAiLoad, setPendingAiLoad] = useState(shouldAutoLoadAi()); + const aiTriggeredRef = useRef(false); + + const handleCalculate = async (data) => { + setLoading(true); + setError(null); + setResults(null); + setFormData(data); + setAiExplanation(null); + setProgress({ percent: 0, message: "Starting calculation..." }); + + // Check client-side cache first + const cacheKey = getCacheKey(data); + const cached = getFromCache(cacheKey); + if (cached) { + setProgress({ percent: 100, message: "Using cached results" }); + setResults(cached); + setLoading(false); + return; + } + + try { + // Use streaming endpoint for progress updates + const response = await fetch(`${API_URL}/api/calculate-stream`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify(data), + }); + + if (!response.ok) { + const errorData = await response.json(); + throw new Error(errorData.detail || "Calculation failed"); + } + + const reader = response.body.getReader(); + const decoder = new TextDecoder(); + let buffer = ""; + + while (true) { + const { done, value } = await reader.read(); + if (done) break; + + buffer += decoder.decode(value, { stream: true }); + const lines = buffer.split("\n\n"); + buffer = lines.pop() || ""; + + for (const line of lines) { + if (line.startsWith("data: ")) { + try { + const event = JSON.parse(line.slice(6)); + + if (event.step === "error") { + throw new Error(event.error); + } + + if (event.progress !== undefined) { + setProgress({ percent: event.progress, message: event.message || "" }); + } + + if (event.step === "complete" && event.result) { + setResults(event.result); + setInCache(cacheKey, event.result); + } + } catch (parseErr) { + if (parseErr.message !== "Unexpected end of JSON input") { + console.error("SSE parse error:", parseErr); + } + } + } + } + } + } catch (err) { + // Fallback to regular endpoint if streaming fails + try { + const response = await fetch(`${API_URL}/api/calculate`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify(data), + }); + + if (!response.ok) { + const errorData = await response.json(); + throw new Error(errorData.detail || "Calculation failed"); + } + + const result = await response.json(); + setResults(result); + setInCache(cacheKey, result); + } catch (fallbackErr) { + setError(fallbackErr.message || "An error occurred. Please try again."); + } + } finally { + setLoading(false); + setProgress({ percent: 0, message: "" }); + } + }; + + // Find value at a specific income level + const findValueAtIncome = (targetIncome, incomeArray, valueArray) => { + if (!incomeArray || !valueArray) return 0; + let closest = 0; + let minDiff = Infinity; + for (let i = 0; i < incomeArray.length; i++) { + const diff = Math.abs(incomeArray[i] - targetIncome); + if (diff < minDiff) { + minDiff = diff; + closest = i; + } + } + return valueArray[closest] || 0; + }; + + const handleExplainWithAI = async (updateUrl = true) => { + if (!results || !formData) return; + + setAiLoading(true); + + // Calculate sample income at 300% FPL (a typical middle-income point) + const sampleIncome = results.fpl * 3; + + const hasChildren = (formData.dependent_ages || []).length > 0; + + const explainRequest = { + age_head: formData.age_head, + age_spouse: formData.age_spouse, + dependent_ages: formData.dependent_ages || [], + state: formData.state, + county: formData.county, + is_expansion_state: EXPANSION_STATES.includes(formData.state), + fpl: results.fpl, + slcsp: results.slcsp, + fpl_400_income: results.fpl * 4, + fpl_700_income: results.fpl * 7, + medicaid_adult_threshold_pct: getMedicaidAdultThreshold(formData.state), + medicaid_child_threshold_pct: getMedicaidChildThreshold(formData.state), + chip_threshold_pct: hasChildren ? getChipThreshold(formData.state) : 0, + // Which reforms are selected + show_ira: formData.show_ira, + show_700fpl: formData.show_700fpl, + show_additional_bracket: formData.show_additional_bracket, + show_simplified_bracket: formData.show_simplified_bracket, + // PTC values at sample income for all reforms + sample_income: sampleIncome, + ptc_baseline_at_sample: findValueAtIncome(sampleIncome, results.income, results.ptc_baseline), + ptc_ira_at_sample: formData.show_ira ? findValueAtIncome(sampleIncome, results.income, results.ptc_ira) : 0, + ptc_700fpl_at_sample: formData.show_700fpl ? findValueAtIncome(sampleIncome, results.income, results.ptc_700fpl) : 0, + ptc_additional_bracket_at_sample: formData.show_additional_bracket ? findValueAtIncome(sampleIncome, results.income, results.ptc_additional_bracket) : 0, + ptc_simplified_bracket_at_sample: formData.show_simplified_bracket ? findValueAtIncome(sampleIncome, results.income, results.ptc_simplified_bracket) : 0, + }; + + try { + const response = await fetch(`${API_URL}/api/explain`, { + method: "POST", + headers: { + "Content-Type": "application/json", + }, + body: JSON.stringify(explainRequest), + }); + + if (!response.ok) { + const errorData = await response.json(); + throw new Error(errorData.detail || "Failed to generate explanation"); + } + + const data = await response.json(); + setAiExplanation(data); + + // Update URL to include ai=1 so it can be shared + if (updateUrl) { + const url = buildShareableUrl(formData, true); + const hashPart = url.split("#")[1] || ""; + window.history.replaceState(null, "", `#${hashPart}`); + } + } catch (err) { + setError(err.message || "Failed to generate AI explanation"); + } finally { + setAiLoading(false); + setPendingAiLoad(false); + } + }; + + // Auto-trigger AI explanation if URL has ai=1 and results are available + useEffect(() => { + if (pendingAiLoad && results && formData && !aiExplanation && !aiLoading && !aiTriggeredRef.current) { + aiTriggeredRef.current = true; + handleExplainWithAI(false); // Don't update URL again since it already has ai=1 + } + }, [pendingAiLoad, results, formData, aiExplanation, aiLoading]); + + return ( +
+
+
+

Calculate Your Premium Tax Credits

+

+ Enter your household information to see how ACA policy changes would affect your health insurance costs. +

+ + + {error && ( +
+

{error}

+ +
+ )} +
+ +
+ {loading && ( +
+
+
+
+
+
+ {progress.message || "Calculating..."} + {progress.percent}% +
+
+

Running simulations for your household

+
+ )} + + {results && !loading && ( + <> +
+ +

+ Get a personalized walkthrough of how these policies affect your household +

+
+ + + )} + + {!results && !loading && ( +
+
+ + + +
+

Enter Your Household Details

+

Fill out the form and click "Calculate" to see your projected premium tax credits under different policy scenarios.

+
+ )} +
+
+ + {/* AI Explanation Modal */} + {aiExplanation && ( + setAiExplanation(null)} + /> + )} +
+ ); +} + +export default Calculator; diff --git a/src/components/CalculatorForm.jsx b/src/components/CalculatorForm.jsx new file mode 100644 index 0000000..114d7e1 --- /dev/null +++ b/src/components/CalculatorForm.jsx @@ -0,0 +1,515 @@ +import { useState, useEffect, useCallback } from "react"; +import counties from "../../counties.json"; +import "./Calculator.css"; + +const STATES = [ + "AL", "AK", "AZ", "AR", "CA", "CO", "CT", "DE", "FL", "GA", + "HI", "ID", "IL", "IN", "IA", "KS", "KY", "LA", "ME", "MD", + "MA", "MI", "MN", "MS", "MO", "MT", "NE", "NV", "NH", "NJ", + "NM", "NY", "NC", "ND", "OH", "OK", "OR", "PA", "RI", "SC", + "SD", "TN", "TX", "UT", "VT", "VA", "WA", "WV", "WI", "WY", "DC", +]; + +const STATE_NAMES = { + AL: "Alabama", AK: "Alaska", AZ: "Arizona", AR: "Arkansas", CA: "California", + CO: "Colorado", CT: "Connecticut", DE: "Delaware", FL: "Florida", GA: "Georgia", + HI: "Hawaii", ID: "Idaho", IL: "Illinois", IN: "Indiana", IA: "Iowa", + KS: "Kansas", KY: "Kentucky", LA: "Louisiana", ME: "Maine", MD: "Maryland", + MA: "Massachusetts", MI: "Michigan", MN: "Minnesota", MS: "Mississippi", MO: "Missouri", + MT: "Montana", NE: "Nebraska", NV: "Nevada", NH: "New Hampshire", NJ: "New Jersey", + NM: "New Mexico", NY: "New York", NC: "North Carolina", ND: "North Dakota", OH: "Ohio", + OK: "Oklahoma", OR: "Oregon", PA: "Pennsylvania", RI: "Rhode Island", SC: "South Carolina", + SD: "South Dakota", TN: "Tennessee", TX: "Texas", UT: "Utah", VT: "Vermont", + VA: "Virginia", WA: "Washington", WV: "West Virginia", WI: "Wisconsin", WY: "Wyoming", + DC: "District of Columbia", +}; + +// Parse URL query parameters from hash +const getUrlParams = () => { + const hash = window.location.hash.slice(1); + const queryIndex = hash.indexOf("?"); + if (queryIndex === -1) return new URLSearchParams(); + return new URLSearchParams(hash.slice(queryIndex + 1)); +}; + +// Build a shareable URL with household configuration +const buildShareableUrl = (formData, includeAi = false) => { + const params = new URLSearchParams(); + // Use defaults for empty values in URL + const ageHead = formData.age_head === "" ? 40 : formData.age_head; + const ageSpouse = formData.age_spouse === "" ? 40 : formData.age_spouse; + const depAges = formData.dependent_ages.map(age => age === "" ? 10 : age); + + params.set("age", ageHead); + if (formData.married) { + params.set("spouse", ageSpouse); + } + if (depAges.length > 0) { + params.set("deps", depAges.join(",")); + } + params.set("state", formData.state); + params.set("county", formData.county); + if (formData.zip_code) { + params.set("zip", formData.zip_code); + } + if (!formData.show_ira) params.set("ira", "0"); + if (!formData.show_700fpl) params.set("700fpl", "0"); + if (formData.show_additional_bracket) params.set("additional", "1"); + if (formData.show_simplified_bracket) params.set("simplified", "1"); + if (includeAi) params.set("ai", "1"); + + const baseUrl = window.location.origin + window.location.pathname; + return `${baseUrl}#calculator?${params.toString()}`; +}; + +// Check if AI explanation should auto-load from URL +const shouldAutoLoadAi = () => { + const params = getUrlParams(); + return params.get("ai") === "1"; +}; + +// Export for use in Calculator component +export { buildShareableUrl, shouldAutoLoadAi }; + +// Parse form data from URL parameters +const getFormDataFromUrl = () => { + const params = getUrlParams(); + if (!params.has("state") && !params.has("age")) return null; + + const state = params.get("state") || ""; + const county = params.get("county") || ""; + const depsStr = params.get("deps"); + const dependentAges = depsStr ? depsStr.split(",").map(a => parseInt(a, 10)).filter(a => !isNaN(a)) : []; + + return { + age_head: parseInt(params.get("age"), 10) || 40, + age_spouse: parseInt(params.get("spouse"), 10) || 40, + married: params.has("spouse"), + num_dependents: dependentAges.length, + dependent_ages: dependentAges, + state: STATES.includes(state) ? state : "", + county: county, + zip_code: params.get("zip") || "", + show_ira: params.get("ira") !== "0", + show_700fpl: params.get("700fpl") !== "0", + show_additional_bracket: params.get("additional") === "1", + show_simplified_bracket: params.get("simplified") === "1", + }; +}; + +// Generate random initial values +const getRandomDefaults = () => { + const randomAge = Math.floor(Math.random() * (64 - 18 + 1)) + 18; // 18-64 + const randomState = STATES[Math.floor(Math.random() * STATES.length)]; + const stateCounties = counties[randomState] || []; + const randomCounty = stateCounties[Math.floor(Math.random() * stateCounties.length)] || ""; + + return { age: randomAge, state: randomState, county: randomCounty }; +}; + +// Get initial form data - prefer URL params, fall back to random +const getInitialFormData = () => { + const urlData = getFormDataFromUrl(); + if (urlData && urlData.state) { + return urlData; + } + const defaults = getRandomDefaults(); + return { + age_head: defaults.age, + age_spouse: defaults.age, + married: false, + num_dependents: 0, + dependent_ages: [], + state: defaults.state, + county: defaults.county, + zip_code: "", + show_ira: true, + show_700fpl: true, + show_additional_bracket: false, + show_simplified_bracket: false, + }; +}; + +function CalculatorForm({ onCalculate, loading }) { + const [formData, setFormData] = useState(getInitialFormData); + const [availableCounties, setAvailableCounties] = useState([]); + const [shareMessage, setShareMessage] = useState(""); + + // Update URL when form is submitted + const updateUrl = useCallback((data) => { + const url = buildShareableUrl(data); + const hashPart = url.split("#")[1] || ""; + window.history.replaceState(null, "", `#${hashPart}`); + }, []); + + // Copy shareable URL to clipboard + const handleShare = useCallback(() => { + const url = buildShareableUrl(formData); + navigator.clipboard.writeText(url).then(() => { + setShareMessage("Link copied!"); + setTimeout(() => setShareMessage(""), 2000); + }).catch(() => { + setShareMessage("Failed to copy"); + setTimeout(() => setShareMessage(""), 2000); + }); + }, [formData]); + + // Update available counties when state changes + useEffect(() => { + if (formData.state && counties[formData.state]) { + const stateCounties = counties[formData.state].sort(); + setAvailableCounties(stateCounties); + // Set first county as default if current county not in list + if (!stateCounties.includes(formData.county)) { + setFormData(prev => ({ ...prev, county: stateCounties[0] || "" })); + } + } else { + setAvailableCounties([]); + } + }, [formData.state]); + + // Update dependent ages array when num_dependents changes + useEffect(() => { + const numDeps = formData.num_dependents === "" ? 0 : formData.num_dependents; + const newAges = [...formData.dependent_ages]; + while (newAges.length < numDeps) { + newAges.push(10); // Default age for new dependents + } + while (newAges.length > numDeps) { + newAges.pop(); + } + if (JSON.stringify(newAges) !== JSON.stringify(formData.dependent_ages)) { + setFormData(prev => ({ ...prev, dependent_ages: newAges })); + } + }, [formData.num_dependents]); + + const handleChange = (e) => { + const { name, value, type, checked } = e.target; + setFormData(prev => { + const newData = { + ...prev, + [name]: type === "checkbox" ? checked : value, + }; + // When married is checked, default spouse age to head's age + if (name === "married" && checked) { + newData.age_spouse = prev.age_head; + } + return newData; + }); + }; + + const handleNumberChange = (e) => { + const { name, value } = e.target; + // Allow empty string while typing, store as string temporarily + setFormData(prev => ({ + ...prev, + [name]: value === "" ? "" : parseInt(value, 10), + })); + }; + + const handleDependentAgeChange = (index, value) => { + const newAges = [...formData.dependent_ages]; + // Allow empty string while typing + newAges[index] = value === "" ? "" : parseInt(value, 10); + setFormData(prev => ({ ...prev, dependent_ages: newAges })); + }; + + const handleSubmit = (e) => { + e.preventDefault(); + + // Convert any empty strings to default values for submission + const ageHead = formData.age_head === "" ? 40 : formData.age_head; + const ageSpouse = formData.age_spouse === "" ? 40 : formData.age_spouse; + const numDeps = formData.num_dependents === "" ? 0 : formData.num_dependents; + const depAges = formData.dependent_ages.slice(0, numDeps).map(age => age === "" ? 10 : age); + + const submitData = { + age_head: ageHead, + age_spouse: formData.married ? ageSpouse : null, + dependent_ages: depAges, + state: formData.state, + county: formData.county, + zip_code: formData.zip_code || null, + show_ira: formData.show_ira, + show_700fpl: formData.show_700fpl, + show_additional_bracket: formData.show_additional_bracket, + show_simplified_bracket: formData.show_simplified_bracket, + }; + + // Update form with normalized values + const normalizedFormData = { + ...formData, + age_head: ageHead, + age_spouse: ageSpouse, + dependent_ages: depAges, + }; + + // Update URL with form data for sharing + updateUrl(normalizedFormData); + + onCalculate(submitData); + }; + + const needsZipCode = formData.state === "CA" && formData.county === "Los Angeles County"; + + return ( +
+ {/* Household Composition */} +
+

Household Composition

+ +
+ +
+ +
+
+ + + {formData.age_head > 64 && ( + Adults 65+ are typically eligible for Medicare, not marketplace coverage + )} +
+ + {formData.married && ( +
+ + + {formData.age_spouse > 64 && ( + Adults 65+ are typically eligible for Medicare, not marketplace coverage + )} +
+ )} +
+ +
+
+ + +
+
+ + {formData.num_dependents > 0 && ( +
+ +
+ {formData.dependent_ages.map((age, index) => ( + handleDependentAgeChange(index, e.target.value)} + disabled={loading} + placeholder={`Child ${index + 1}`} + /> + ))} +
+
+ )} +
+ + {/* Location */} +
+

Location

+ +
+
+ + +
+
+ +
+
+ + +
+
+ + {needsZipCode && ( +
+
+ + + Los Angeles County has multiple rating areas +
+
+ )} +
+ + {/* Policy Scenarios */} +
+

Policy Scenarios

+ +
+ +
+ +
+ +
+ +
+ +
+ +
+ +
+
+ +
+ + + + {shareMessage && {shareMessage}} +
+ + {!formData.show_ira && !formData.show_700fpl && !formData.show_additional_bracket && !formData.show_simplified_bracket && ( +

Please select at least one policy scenario

+ )} +
+ ); +} + +export default CalculatorForm; diff --git a/src/components/CalculatorResults.jsx b/src/components/CalculatorResults.jsx new file mode 100644 index 0000000..15358f2 --- /dev/null +++ b/src/components/CalculatorResults.jsx @@ -0,0 +1,509 @@ +import { useState, useMemo, useEffect } from "react"; +import HealthBenefitsChart from "./HealthBenefitsChart"; +import "./Calculator.css"; + +function CalculatorResults({ data, formData }) { + const [activeTab, setActiveTab] = useState("gain"); + const [userIncome, setUserIncome] = useState(""); + + // Determine which reforms were actually calculated + const selectedReforms = useMemo(() => ({ + ira: formData?.show_ira ?? true, + fpl700: formData?.show_700fpl ?? false, + additionalBracket: formData?.show_additional_bracket ?? false, + simplifiedBracket: formData?.show_simplified_bracket ?? false, + }), [formData]); + + const [visibleLines, setVisibleLines] = useState({ + baseline: true, + ira: true, + fpl700: false, + additionalBracket: false, + simplifiedBracket: false, + }); + + // Sync visibleLines with selectedReforms when formData changes + useEffect(() => { + setVisibleLines({ + baseline: true, + ira: selectedReforms.ira, + fpl700: selectedReforms.fpl700, + additionalBracket: selectedReforms.additionalBracket, + simplifiedBracket: selectedReforms.simplifiedBracket, + }); + }, [selectedReforms]); + + const toggleLine = (line) => { + setVisibleLines(prev => ({ ...prev, [line]: !prev[line] })); + }; + + // Format data for HealthBenefitsChart + const chartData = useMemo(() => { + if (!data) return null; + return { + income: data.income, + ptc_baseline: data.ptc_baseline, + ptc_ira: data.ptc_ira, + ptc_700fpl: data.ptc_700fpl, + ptc_additional_bracket: data.ptc_additional_bracket, + ptc_simplified_bracket: data.ptc_simplified_bracket, + medicaid: data.medicaid, + chip: data.chip, + fpl: data.fpl, + }; + }, [data]); + + // Interpolate PTC value at user's income + const interpolatePTC = (income, incomeArray, ptcArray) => { + if (!incomeArray || !ptcArray || income <= 0) return 0; + + // Find surrounding points + let i = 0; + while (i < incomeArray.length - 1 && incomeArray[i + 1] < income) { + i++; + } + + if (i >= incomeArray.length - 1) { + return ptcArray[ptcArray.length - 1]; + } + + // Linear interpolation + const x0 = incomeArray[i]; + const x1 = incomeArray[i + 1]; + const y0 = ptcArray[i]; + const y1 = ptcArray[i + 1]; + + if (x1 === x0) return y0; + return y0 + (y1 - y0) * (income - x0) / (x1 - x0); + }; + + // Calculate values at user's income + const userResults = useMemo(() => { + const income = parseFloat(userIncome) || 0; + if (!data) return null; + + // Find closest index for medicaid/chip lookup + const findClosestIndex = (targetIncome, incomeArray) => { + if (!incomeArray || targetIncome <= 0) return 0; + let closest = 0; + let minDiff = Infinity; + for (let i = 0; i < incomeArray.length; i++) { + const diff = Math.abs(incomeArray[i] - targetIncome); + if (diff < minDiff) { + minDiff = diff; + closest = i; + } + } + return closest; + }; + + const closestIdx = findClosestIndex(income, data.income); + const onMedicaid = data.medicaid?.[closestIdx] > 0; + const onChip = data.chip?.[closestIdx] > 0; + + // At 0 income, check actual medicaid status + if (income <= 0) { + return { + income: 0, + baseline: 0, + ira: 0, + fpl700: 0, + additionalBracket: 0, + simplifiedBracket: 0, + iraGain: 0, + fpl700Gain: 0, + additionalBracketGain: 0, + simplifiedBracketGain: 0, + fplPct: 0, + onMedicaid: data.medicaid?.[0] > 0, + onChip: data.chip?.[0] > 0, + }; + } + + const baseline = interpolatePTC(income, data.income, data.ptc_baseline); + const ira = interpolatePTC(income, data.income, data.ptc_ira); + const fpl700 = interpolatePTC(income, data.income, data.ptc_700fpl); + const additionalBracket = interpolatePTC(income, data.income, data.ptc_additional_bracket); + const simplifiedBracket = interpolatePTC(income, data.income, data.ptc_simplified_bracket); + const fplPct = (income / data.fpl) * 100; + + return { + income, + baseline, + ira, + fpl700, + additionalBracket, + simplifiedBracket, + iraGain: ira - baseline, + fpl700Gain: fpl700 - baseline, + additionalBracketGain: additionalBracket - baseline, + simplifiedBracketGain: simplifiedBracket - baseline, + fplPct, + onMedicaid, + onChip, + }; + }, [userIncome, data]); + + // Format currency + const formatCurrency = (value) => { + return new Intl.NumberFormat("en-US", { + style: "currency", + currency: "USD", + maximumFractionDigits: 0, + }).format(value); + }; + + const tabs = [ + { id: "gain", label: "Gain from Reform" }, + { id: "comparison", label: "Baseline vs Extension" }, + { id: "impact", label: "Your Impact" }, + ]; + + return ( +
+
+ {tabs.map(tab => ( + + ))} +
+ +
+ {/* GAIN FROM REFORM TAB - shows gains over baseline, lines only, no shading */} + {activeTab === "gain" && chartData && ( + <> +
+ Show gain from: + {selectedReforms.ira && ( + + )} + {selectedReforms.fpl700 && ( + + )} + {selectedReforms.additionalBracket && ( + + )} + {selectedReforms.simplifiedBracket && ( + + )} +
+
+ +
+ + )} + + {/* COMPARISON TAB - all reforms with shading */} + {activeTab === "comparison" && chartData && ( + <> +
+ Show: + + {selectedReforms.ira && ( + + )} + {selectedReforms.fpl700 && ( + + )} + {selectedReforms.additionalBracket && ( + + )} + {selectedReforms.simplifiedBracket && ( + + )} +
+
+ +
+ + )} + + {activeTab === "impact" && ( +
+
+ +
+ $ + setUserIncome(e.target.value)} + placeholder="75,000" + min="0" + step="1000" + /> +
+
+ + {userResults && ( +
+
+

+ {formatCurrency(userResults.income)} is approximately {userResults.fplPct.toFixed(0)}% FPL for your household +

+
+ +
+
+

Baseline (2026)

+

{formatCurrency(userResults.baseline)}

+

Annual PTC

+

{formatCurrency(userResults.baseline / 12)}/month

+
+ + {selectedReforms.ira && ( +
+

IRA Extension

+

{formatCurrency(userResults.ira)}

+

Annual PTC

+

{formatCurrency(userResults.ira / 12)}/month

+ {userResults.iraGain > 0 && ( +

+{formatCurrency(userResults.iraGain)}/year

+ )} +
+ )} + + {selectedReforms.fpl700 && ( +
+

700% FPL Bill

+

{formatCurrency(userResults.fpl700)}

+

Annual PTC

+

{formatCurrency(userResults.fpl700 / 12)}/month

+ {userResults.fpl700Gain > 0 && ( +

+{formatCurrency(userResults.fpl700Gain)}/year

+ )} +
+ )} + + {selectedReforms.additionalBracket && ( +
+

+ + Additional Bracket + +

+

{formatCurrency(userResults.additionalBracket)}

+

Annual PTC

+

{formatCurrency(userResults.additionalBracket / 12)}/month

+ {userResults.additionalBracketGain > 0 && ( +

+{formatCurrency(userResults.additionalBracketGain)}/year

+ )} +
+ )} + + {selectedReforms.simplifiedBracket && ( +
+

+ + Simplified Bracket + +

+

{formatCurrency(userResults.simplifiedBracket)}

+

Annual PTC

+

{formatCurrency(userResults.simplifiedBracket / 12)}/month

+ {userResults.simplifiedBracketGain > 0 && ( +

+{formatCurrency(userResults.simplifiedBracketGain)}/year

+ )} +
+ )} +
+ +
+

What this means

+ {(() => { + const hasBaseline = userResults.baseline > 0; + const hasIra = userResults.ira > 0; + const hasFpl700 = userResults.fpl700 > 0; + const fpl = userResults.fplPct.toFixed(0); + + // Check if on Medicaid or CHIP based on actual calculations + if (userResults.onMedicaid || userResults.onChip) { + const programs = []; + if (userResults.onMedicaid) programs.push("Medicaid"); + if (userResults.onChip) programs.push("CHIP"); + const programList = programs.join(" and "); + return ( +

+ At {fpl}% FPL, your household would be covered by {programList}. + Premium tax credits are not available when eligible for these programs. +

+ ); + } + + // Below 100% FPL with no Medicaid - coverage gap + if (userResults.fplPct < 100 && !hasBaseline && !hasIra && !hasFpl700) { + return ( +

+ At {fpl}% FPL, you fall into the coverage gap. + Your state has not expanded Medicaid, so adults at this income level don't qualify. + Marketplace subsidies are only available starting at 100% FPL, + leaving a gap in coverage for those below 100% FPL in non-expansion states. +

+ ); + } + + // Above 700% FPL - only IRA could help + if (userResults.fplPct > 700) { + return ( +

+ At {fpl}% FPL, you are above the 700% FPL threshold. + {hasIra + ? " The IRA Extension would provide subsidies, but the 700% FPL Bill only extends eligibility to 700% FPL." + : " Your required contribution under the IRA Extension (8.5% of income) exceeds the benchmark premium cost, so you would not receive subsidies under either reform option."} +

+ ); + } + + // Above 400% FPL but under 700% + if (userResults.fplPct > 400) { + if (hasIra && hasFpl700) { + return ( +

+ At {fpl}% FPL, you are above the 400% FPL cliff but within range of both reform options. + Under baseline 2026 law, you would receive no premium tax credits. + Both reform options would provide you with subsidies. +

+ ); + } else if (hasIra && !hasFpl700) { + return ( +

+ At {fpl}% FPL, you are above the 400% FPL cliff. + The IRA Extension would provide subsidies. The 700% FPL Bill would not provide subsidies because + your required contribution (9.25% of income) would exceed the benchmark premium cost. +

+ ); + } else { + return ( +

+ At {fpl}% FPL, you are above the 400% FPL cliff. + Your income is high enough that your required contribution would exceed the benchmark premium cost, + so neither reform option would provide subsidies at this income level. +

+ ); + } + } + + // Between 138% and 400% FPL + if (hasBaseline) { + return ( +

+ At {fpl}% FPL, you are in the marketplace subsidy range. + You would receive subsidies under baseline law, but the reform options + would increase your credits by lowering your required contribution percentage. +

+ ); + } else { + return ( +

+ At {fpl}% FPL, you are in the marketplace subsidy range. + Your required contribution under baseline law would exceed the benchmark premium cost, + so you would not receive subsidies. The reform options lower required contributions and may provide credits. +

+ ); + } + })()} +
+
+ )} + + {!userResults && ( +
+

Enter your income above to see how each policy would affect your premium tax credits.

+
+ )} +
+ )} +
+
+ ); +} + +export default CalculatorResults; diff --git a/src/components/CongressionalDistrictPremiumMap.jsx b/src/components/CongressionalDistrictPremiumMap.jsx new file mode 100644 index 0000000..d58033d --- /dev/null +++ b/src/components/CongressionalDistrictPremiumMap.jsx @@ -0,0 +1,350 @@ +import { useMemo, useState } from "react"; +import { geoAlbersUsa, geoPath } from "d3"; +import districtGeography from "../../aca_calc/data/congressional_districts_119_20m.json"; +import { + congressionalDistrictContext2026, + formatCurrency, + formatNumber, + getCongressionalDistrictPremiumContexts, + getMarketplacePlatform, + getStateName, +} from "../enrollmentContext"; + +const MAP_WIDTH = 1120; +const MAP_HEIGHT = 720; + +const MAP_COLORS = [ + "cd-bucket-1", + "cd-bucket-2", + "cd-bucket-3", + "cd-bucket-4", + "cd-bucket-5", +]; + +const MAP_METRICS = { + paidPremium: { + label: "Avg paid premium", + field: "average_premium_after_aptc", + type: "currency", + description: "Average monthly premium consumers actually pay after APTC", + unavailable: "No paid premium data", + }, + aptcConsumers: { + label: "Receiving APTC", + field: "aptc_consumers", + type: "count", + description: "Marketplace consumers receiving advance premium tax credits", + unavailable: "No APTC recipient data", + }, + nonAptcConsumers: { + label: "Not receiving APTC", + field: "non_aptc_consumers", + type: "count", + description: "Marketplace consumers not receiving advance premium tax credits", + unavailable: "No non-APTC estimate", + }, +}; + +const formatMetricValue = (value, metric) => { + if (!Number.isFinite(value)) { + return metric.unavailable; + } + + if (metric.type === "currency") { + return `${formatCurrency(value)}/mo`; + } + + return `${formatNumber(value)} people`; +}; + +const formatLegendValue = (value, metric) => + metric.type === "currency" ? formatCurrency(value) : formatNumber(value); + +const getNiceCountStep = (range) => { + if (range >= 250000) { + return 50000; + } + if (range >= 100000) { + return 25000; + } + if (range >= 50000) { + return 10000; + } + if (range >= 10000) { + return 5000; + } + return 1000; +}; + +const getDistrictMetric = (district, metric) => { + const value = Number(district?.[metric.field]); + return Number.isFinite(value) ? value : null; +}; + +const buildMetricScale = (districts, metric) => { + const values = districts + .map((district) => getDistrictMetric(district, metric)) + .filter((value) => Number.isFinite(value)); + + if (!values.length) { + return []; + } + + const rawRange = Math.max(...values) - Math.min(...values); + const niceStep = + metric.type === "currency" ? 50 : getNiceCountStep(rawRange); + const min = Math.floor(Math.min(...values) / niceStep) * niceStep; + const max = Math.ceil(Math.max(...values) / niceStep) * niceStep; + const step = Math.max(niceStep, (max - min) / MAP_COLORS.length); + + return MAP_COLORS.map((className, index) => { + const start = Math.round(min + step * index); + const end = Math.round(min + step * (index + 1)); + return { + className, + min: start, + max: end, + label: + index === MAP_COLORS.length - 1 + ? `${formatLegendValue(start, metric)}+` + : `${formatLegendValue(start, metric)}-${formatLegendValue(end, metric)}`, + }; + }); +}; + +const bucketFor = (value, scale) => { + if (!Number.isFinite(value) || !scale.length) { + return null; + } + + return ( + scale.find( + (bucket, index) => + value >= bucket.min && + (value < bucket.max || index === scale.length - 1), + ) || scale[scale.length - 1] + ); +}; + +const unavailableMessage = (state) => { + const platform = getMarketplacePlatform(state); + const stateName = getStateName(state); + if (platform === "State-based marketplace") { + return `${stateName} runs a state-based marketplace, so CMS county/ZIP premium context is unavailable for its congressional districts in this slice.`; + } + return `${stateName} has no matched district premium context in the compact dataset.`; +}; + +const formatDistrictName = (feature, context) => { + const state = context?.state || feature?.properties.state; + const district = context?.district || feature?.properties.district; + const stateName = getStateName(state); + + if (!district || district === "00") { + return `${stateName} at-large`; + } + + return `${stateName} District ${Number(district)}`; +}; + +function CongressionalDistrictPremiumMap({ selectedState, onSelectState }) { + const [selectedGeoid, setSelectedGeoid] = useState(null); + const [activeMetricKey, setActiveMetricKey] = useState("paidPremium"); + const activeMetric = MAP_METRICS[activeMetricKey]; + const districtContexts = useMemo( + () => getCongressionalDistrictPremiumContexts(), + [], + ); + const scale = useMemo( + () => buildMetricScale(districtContexts, activeMetric), + [districtContexts, activeMetric], + ); + const contextByGeoid = useMemo( + () => + Object.fromEntries( + districtContexts.map((district) => [ + district.district_geoid, + district, + ]), + ), + [districtContexts], + ); + const features = districtGeography.features; + const featureByGeoid = useMemo( + () => + Object.fromEntries( + features.map((feature) => [feature.properties.geoid, feature]), + ), + [features], + ); + const path = useMemo(() => { + const projection = geoAlbersUsa().fitSize( + [MAP_WIDTH, MAP_HEIGHT], + districtGeography, + ); + return geoPath(projection); + }, []); + const selectedFeature = featureByGeoid[selectedGeoid]; + const selectedFeatureMatchesState = + selectedFeature?.properties.state === selectedState; + const firstStateFeature = features.find( + (feature) => feature.properties.state === selectedState, + ); + const activeFeature = selectedFeatureMatchesState + ? selectedFeature + : firstStateFeature; + const activeGeoid = activeFeature?.properties.geoid; + const activeContext = contextByGeoid[activeGeoid]; + const activeState = activeFeature?.properties.state || selectedState; + const activeDistrictLabel = formatDistrictName(activeFeature, activeContext); + const activeMetricValue = getDistrictMetric(activeContext, activeMetric); + const activeMetricAvailable = Number.isFinite(activeMetricValue); + const availableDistrictCount = districtContexts.filter( + (district) => district.premiumContextAvailable, + ).length; + + const selectDistrict = (feature) => { + setSelectedGeoid(feature.properties.geoid); + onSelectState(feature.properties.state); + }; + + const handleDistrictKeyDown = (event, feature) => { + if (event.key === "Enter" || event.key === " ") { + event.preventDefault(); + selectDistrict(feature); + } + }; + + return ( +
+
+
+

Marketplace premium and APTC map

+

119th congressional districts with CMS county context.

+
+ 2026 OEP +
+ +
+ {Object.entries(MAP_METRICS).map(([metricKey, metric]) => ( + + ))} +
+ +
+ + {features.map((feature) => { + const districtPath = path(feature); + if (!districtPath) { + return null; + } + + const districtContext = contextByGeoid[feature.properties.geoid]; + const metricValue = getDistrictMetric( + districtContext, + activeMetric, + ); + const bucket = bucketFor(metricValue, scale); + const platform = getMarketplacePlatform(feature.properties.state); + const isSelected = activeGeoid === feature.properties.geoid; + const isSelectedState = + selectedState === feature.properties.state && !isSelected; + const districtLabel = formatDistrictName(feature, districtContext); + const ariaLabel = districtContext + ? `${districtLabel}, ${activeMetric.label.toLowerCase()} ${formatMetricValue(metricValue, activeMetric)}` + : `${districtLabel}, ${platform} district premium context unavailable`; + + return ( + selectDistrict(feature)} + onKeyDown={(event) => handleDistrictKeyDown(event, feature)} + role="button" + tabIndex="0" + > + {ariaLabel} + + ); + })} + +
+ +
+
+ {scale.map((bucket) => ( + + + {bucket.label} + + ))} + + + Unavailable + +
+ +
+ {activeDistrictLabel || getStateName(activeState)} + + {activeContext + ? formatMetricValue(activeMetricValue, activeMetric) + : "No CMS district data"} + +

+ {activeContext && activeMetricAvailable + ? `${formatNumber(activeContext.marketplace_plan_selections)} plan selections; ${formatNumber(activeContext.aptc_consumers)} receive APTC and ${formatNumber(activeContext.non_aptc_consumers)} do not. Average paid premium is ${formatCurrency(activeContext.average_premium_after_aptc)}/mo.` + : unavailableMessage(activeState)} +

+ {activeContext && activeMetricAvailable && ( +
+ + {formatCurrency(activeContext.average_aptc)}/mo + avg APTC + + + {formatNumber(activeContext.source_county_count)} + source counties + + + {formatNumber(activeContext.county_part_count)} + county parts + +
+ )} +
+
+ +

+ District estimates use {formatNumber(availableDistrictCount)}{" "} + HealthCare.gov-platform districts with paid-premium data.{" "} + {congressionalDistrictContext2026.allocation_method} +

+
+ ); +} + +export default CongressionalDistrictPremiumMap; diff --git a/src/components/HealthBenefitsChart.jsx b/src/components/HealthBenefitsChart.jsx index 57d9338..b8212de 100644 --- a/src/components/HealthBenefitsChart.jsx +++ b/src/components/HealthBenefitsChart.jsx @@ -1,5 +1,3 @@ -'use client'; - import { useMemo } from "react"; import { ComposedChart, @@ -22,9 +20,11 @@ const COLORS = { baseline: "#9CA3AF", // gray-400 ira: "#0284C7", // blue-600 from appv2 bipartisan: "#7c3aed", + additionalBracket: "#059669", // emerald-600 + simplifiedBracket: "#d97706", // amber-600 }; -function HealthBenefitsChart({ data, chartState, householdInfo }) { +function HealthBenefitsChart({ data, chartState, householdInfo, visibleLines: externalVisibleLines }) { // Process data for the chart based on current state const chartData = useMemo(() => { if (!data) return []; @@ -32,8 +32,21 @@ function HealthBenefitsChart({ data, chartState, householdInfo }) { const income = data.income || []; const fpl = data.fpl || 31200; + // Find where all policies reach $0 - extend to that point + // IRA extends furthest, so find where IRA hits 0 + let maxIncomeForPolicies = fpl * 8; + if (data.ptc_ira) { + for (let i = data.ptc_ira.length - 1; i >= 0; i--) { + if (data.ptc_ira[i] > 0) { + // Round up to nearest $20k + maxIncomeForPolicies = Math.ceil(income[i] / 20000) * 20000 + 20000; + break; + } + } + } + // Filter to reasonable income range - const maxIncome = chartState === "cliff_focus" ? fpl * 5 : fpl * 8; + const maxIncome = chartState === "cliff_focus" ? fpl * 5 : maxIncomeForPolicies; return income .map((inc, i) => ({ @@ -44,6 +57,8 @@ function HealthBenefitsChart({ data, chartState, householdInfo }) { ptcBaseline: data.ptc_baseline?.[i] || 0, ptcIRA: data.ptc_ira?.[i] || 0, ptc700FPL: data.ptc_700fpl?.[i] || 0, + ptcAdditionalBracket: data.ptc_additional_bracket?.[i] || 0, + ptcSimplifiedBracket: data.ptc_simplified_bracket?.[i] || 0, netIncomeBaseline: data.net_income_baseline?.[i] || 0, netIncomeIRA: data.net_income_ira?.[i] || 0, netIncome700FPL: data.net_income_700fpl?.[i] || 0, @@ -51,32 +66,58 @@ function HealthBenefitsChart({ data, chartState, householdInfo }) { .filter((d) => d.income <= maxIncome && d.income >= 0); }, [data, chartState]); - // Determine which lines to show based on chart state - const getVisibleLines = () => { - switch (chartState) { - case "all_programs": - return ["medicaid", "chip", "ptcBaseline"]; - case "medicaid_focus": - return ["medicaid", "ptcBaseline"]; - case "chip_focus": - return ["chip", "medicaid", "ptcBaseline"]; - case "ptc_baseline": - case "cliff_focus": - return ["ptcBaseline"]; - case "ira_reform": - return ["ptcBaseline", "ptcIRA"]; - case "ira_impact": - return ["ptcIRA", "ptcBaseline", "iraGain"]; - case "both_reforms": - return ["ptcBaseline", "ptcIRA", "ptc700FPL"]; - case "impact": - return ["deltaIRA", "delta700FPL"]; - default: - return ["ptcBaseline"]; + // Helper to check if a line should be shown + const shouldShow = (lineKey) => { + // When external toggle controls are provided, use them directly + if (externalVisibleLines) { + switch (lineKey) { + case "ptcBaseline": return externalVisibleLines.baseline === true; + case "ptcIRA": return externalVisibleLines.ira === true; + case "ptc700FPL": return externalVisibleLines.fpl700 === true; + case "ptcAdditionalBracket": return externalVisibleLines.additionalBracket === true; + case "ptcSimplifiedBracket": return externalVisibleLines.simplifiedBracket === true; + case "medicaid": return false; // Not togglable + case "chip": return false; // Not togglable + default: return false; + } } + + // Fallback to chart state for AI explanation mode + const stateLines = { + "all_programs": ["medicaid", "chip", "ptcBaseline"], + "medicaid_focus": ["medicaid", "ptcBaseline"], + "chip_focus": ["chip", "medicaid", "ptcBaseline"], + "ptc_baseline": ["ptcBaseline"], + "cliff_focus": ["ptcBaseline"], + "ira_reform": ["ptcBaseline", "ptcIRA"], + "ira_impact": ["ptcIRA", "ptcBaseline"], + "fpl700_focus": ["ptcBaseline", "ptc700FPL"], + "additional_focus": ["ptcBaseline", "ptcAdditionalBracket"], + "simplified_focus": ["ptcBaseline", "ptcSimplifiedBracket"], + "both_reforms": ["ptcBaseline", "ptcIRA", "ptc700FPL"], + "impact": ["deltaIRA", "delta700FPL"], + }; + + const lines = stateLines[chartState] || ["ptcBaseline"]; + return lines.includes(lineKey); }; - const visibleLines = getVisibleLines(); + // For backward compatibility with existing code + const visibleLines = externalVisibleLines + ? Object.entries(externalVisibleLines) + .filter(([_, v]) => v) + .map(([k]) => { + const mapping = { + baseline: "ptcBaseline", + ira: "ptcIRA", + fpl700: "ptc700FPL", + additionalBracket: "ptcAdditionalBracket", + simplifiedBracket: "ptcSimplifiedBracket" + }; + return mapping[k]; + }) + .filter(Boolean) + : ["ptcBaseline"]; const fpl = data?.fpl || 31200; // Find where baseline PTC actually drops to zero (the cliff) @@ -90,17 +131,23 @@ function HealthBenefitsChart({ data, chartState, householdInfo }) { return fpl * 4; // fallback }, [data, fpl]); - // For impact view, calculate deltas + // For impact/focus views, calculate deltas (gains over baseline) + const deltaStates = ["impact", "ira_impact", "gain_view", "fpl700_focus", "additional_focus", "simplified_focus", "both_reforms"]; const impactData = useMemo(() => { - if (chartState !== "impact") return chartData; + if (!deltaStates.includes(chartState)) return chartData; return chartData.map((d) => ({ ...d, - deltaIRA: d.ptcIRA - d.ptcBaseline, - delta700FPL: d.ptc700FPL - d.ptcBaseline, + deltaIRA: Math.max(0, d.ptcIRA - d.ptcBaseline), + delta700FPL: Math.max(0, d.ptc700FPL - d.ptcBaseline), + delta700FPLFromIRA: Math.max(0, d.ptc700FPL - d.ptcIRA), + // For both_reforms: IRA gain over 700% FPL (shows where IRA extends beyond 700% bill) + deltaIRAOver700FPL: Math.max(0, d.ptcIRA - Math.max(d.ptcBaseline, d.ptc700FPL)), + deltaAdditionalBracket: Math.max(0, d.ptcAdditionalBracket - d.ptcBaseline), + deltaSimplifiedBracket: Math.max(0, d.ptcSimplifiedBracket - d.ptcBaseline), })); }, [chartData, chartState]); - const displayData = chartState === "impact" ? impactData : chartData; + const displayData = deltaStates.includes(chartState) ? impactData : chartData; // Format currency for tooltip const formatCurrency = (value) => { @@ -141,23 +188,31 @@ function HealthBenefitsChart({ data, chartState, householdInfo }) { const getChartTitle = () => { switch (chartState) { case "impact": - return "Change in Annual Benefits from Reform"; + return "Change in annual benefits from reform"; case "cliff_focus": - return "The 400% FPL Subsidy Cliff"; + return "The 400% FPL subsidy cliff"; case "medicaid_focus": - return "Medicaid Coverage by Income"; + return "Medicaid coverage by income"; case "chip_focus": - return "CHIP Coverage by Income"; + return "CHIP coverage by income"; case "ira_reform": - return "Baseline vs IRA Extension"; + return "Baseline vs IRA extension"; case "ira_impact": - return "IRA Extension vs Current Law"; + return "IRA extension vs current law"; + case "fpl700_focus": + return "700% FPL bill vs current law"; + case "additional_focus": + return "Additional bracket vs current law"; + case "simplified_focus": + return "Simplified bracket vs current law"; + case "gain_view": + return "Gain from reform vs baseline"; case "both_reforms": - return "Comparing All Policy Options"; + return "Comparing all policy options"; case "all_programs": - return "Health Coverage Programs by Income"; + return "Health coverage programs by income"; default: - return "Annual Health Benefits by Income (2026)"; + return "Annual health benefits by income (2026)"; } }; @@ -182,7 +237,7 @@ function HealthBenefitsChart({ data, chartState, householdInfo }) { `$${(v / 1000).toFixed(0)}k`} stroke="#6b7280" fontSize={12} + ticks={(() => { + const maxIncome = chartData.length > 0 ? chartData[chartData.length - 1].income : 200000; + const ticks = []; + for (let i = 0; i <= maxIncome; i += 20000) { + ticks.push(i); + } + return ticks; + })()} label={{ - value: "Household Income", + value: "Household income", position: "bottom", offset: 40, fill: "#6b7280", }} /> `$${(v / 1000).toFixed(0)}k`} + tickFormatter={(v) => v === 0 ? "$0" : `$${(v / 1000).toFixed(0)}k`} stroke="#6b7280" fontSize={12} domain={getYDomain()} + ticks={(() => { + const maxY = Math.max(...chartData.map(d => Math.max(d.ptcBaseline || 0, d.ptcIRA || 0, d.ptc700FPL || 0))); + const ticks = []; + for (let i = 0; i <= maxY + 4000; i += 4000) { + ticks.push(i); + } + return ticks; + })()} label={{ - value: chartState === "impact" ? "Benefit Gain" : "Annual Value", + value: (chartState === "impact" || chartState === "gain_view") ? "Gain over baseline" : "Annual value", angle: -90, position: "insideLeft", offset: 10, @@ -246,117 +317,284 @@ function HealthBenefitsChart({ data, chartState, householdInfo }) { /> )} - {/* IRA Impact Area - shaded region showing benefit of IRA extension over baseline */} + {/* IRA EXTENSION vs CURRENT LAW - stacked area showing baseline + IRA gain */} {chartState === "ira_impact" && ( <> - {/* First draw IRA as filled area */} + {/* Baseline area in gray */} + + {/* IRA gain stacked on top in blue */} - {/* Then draw baseline on top to "cut out" the overlap, showing only the difference */} + + )} + + {/* 700% FPL FOCUS - baseline + 700% FPL bill only */} + {chartState === "fpl700_focus" && ( + <> + )} - {/* Medicaid */} - {visibleLines.includes("medicaid") && ( - + {/* ADDITIONAL BRACKET FOCUS - baseline + additional bracket only */} + {chartState === "additional_focus" && ( + <> + + + )} - {/* CHIP */} - {visibleLines.includes("chip") && data?.chip?.some((v) => v > 0) && ( - + {/* SIMPLIFIED BRACKET FOCUS - baseline + simplified bracket only */} + {chartState === "simplified_focus" && ( + <> + + + )} - {/* PTC Baseline - skip if ira_impact since Area handles it */} - {visibleLines.includes("ptcBaseline") && chartState !== "ira_impact" && ( - + {/* GAIN VIEW - lines only showing gains over baseline */} + {chartState === "gain_view" && ( + <> + {shouldShow("ptcIRA") && ( + + )} + {shouldShow("ptc700FPL") && ( + + )} + {shouldShow("ptcAdditionalBracket") && ( + + )} + {shouldShow("ptcSimplifiedBracket") && ( + + )} + )} - {/* PTC IRA Reform - skip if ira_impact since Area handles it */} - {visibleLines.includes("ptcIRA") && chartState !== "ira_impact" && ( - - )} + {/* COMPARISON VIEW - for "Baseline vs Extension" tab (both_reforms) */} + {chartState === "both_reforms" && ( + <> + {/* When baseline visible: stacked areas showing baseline + deltas */} + {/* When baseline hidden: show full PTC values for each reform */} + {shouldShow("ptcBaseline") && ( + + )} - {/* PTC 700% FPL Reform */} - {visibleLines.includes("ptc700FPL") && ( - - )} + {shouldShow("ptc700FPL") && ( + + )} - {/* Delta IRA (for impact view) */} - {visibleLines.includes("deltaIRA") && ( - + {shouldShow("ptcIRA") && ( + + )} + + {shouldShow("ptcAdditionalBracket") && ( + + )} + + {shouldShow("ptcSimplifiedBracket") && ( + + )} + )} - {/* Delta 700% FPL (for impact view) */} - {visibleLines.includes("delta700FPL") && ( - + {/* AI EXPLANATION MODE - for scrollytelling */} + {!externalVisibleLines && chartState !== "ira_impact" && chartState !== "both_reforms" && chartState !== "fpl700_focus" && chartState !== "additional_focus" && chartState !== "simplified_focus" && ( + <> + {shouldShow("ptcBaseline") && ( + + )} + + {shouldShow("ptcIRA") && ( + + )} + + {/* Medicaid */} + {shouldShow("medicaid") && ( + + )} + + {/* CHIP */} + {shouldShow("chip") && data?.chip?.some((v) => v > 0) && ( + + )} + )} diff --git a/src/components/HouseholdExplorer.jsx b/src/components/HouseholdExplorer.jsx index 688748f..d4f99f2 100644 --- a/src/components/HouseholdExplorer.jsx +++ b/src/components/HouseholdExplorer.jsx @@ -6,7 +6,7 @@ import HealthBenefitsChart from "./HealthBenefitsChart"; import "./HouseholdExplorer.css"; // Import precomputed household data -import householdData from "../../data/households/all_households.json"; +import householdData from "../data/households/all_households.json"; // Household definitions with detailed narratives and chart states const HOUSEHOLDS = { diff --git a/src/components/ScrollSection.jsx b/src/components/ScrollSection.jsx index a2bb780..394e3dd 100644 --- a/src/components/ScrollSection.jsx +++ b/src/components/ScrollSection.jsx @@ -4,16 +4,7 @@ import { useInView } from "react-intersection-observer"; import { useEffect } from "react"; import "./ScrollSection.css"; -const DEFAULT_CALCULATOR_URL = - process.env.NODE_ENV === "development" - ? "http://localhost:8501" - : "https://policyengine-aca-calc.streamlit.app/"; - -// Calculator URL - uses environment variable or defaults by environment. -const CALCULATOR_URL = - process.env.NEXT_PUBLIC_CALCULATOR_URL || DEFAULT_CALCULATOR_URL; - -function ScrollSection({ section, index, isActive, onInView, onExploreHouseholds }) { +function ScrollSection({ section, index, isActive, onInView, onExploreHouseholds, onOpenCalculator }) { const { ref, inView } = useInView({ threshold: 0.5, rootMargin: "-20% 0px -40% 0px", @@ -64,13 +55,13 @@ function ScrollSection({ section, index, isActive, onInView, onExploreHouseholds )} - {section.showCalculatorLink && ( - + {section.showCalculatorLink && onOpenCalculator && ( + )}
); diff --git a/src/data/households/all_households.json b/src/data/households/all_households.json new file mode 100644 index 0000000..0dcb493 --- /dev/null +++ b/src/data/households/all_households.json @@ -0,0 +1,74 @@ +{ + "florida_family": { + "household_key": "florida_family", + "household_info": { + "state": "FL", + "county": "Hillsborough County" + }, + "income": [0, 32000, 64000, 96000, 128000, 180000, 220000], + "medicaid": [16000, 12000, 0, 0, 0, 0, 0], + "chip": [9000, 8000, 4000, 0, 0, 0, 0], + "ptc_baseline": [0, 15000, 12500, 8500, 0, 0, 0], + "ptc_ira": [0, 17000, 14500, 11000, 7000, 3200, 0], + "ptc_700fpl": [0, 16500, 14000, 10500, 6200, 1800, 0], + "net_income_baseline": [0, 44000, 76500, 104500, 128000, 180000, 220000], + "net_income_ira": [0, 49000, 86500, 117000, 135000, 183200, 220000], + "net_income_700fpl": [0, 48500, 86000, 116500, 134200, 181800, 220000], + "fpl": 32200, + "slcsp": 17000 + }, + "california_couple": { + "household_key": "california_couple", + "household_info": { + "state": "CA", + "county": "San Benito County" + }, + "income": [0, 22000, 44000, 66000, 88000, 120000, 150000], + "medicaid": [13000, 9000, 0, 0, 0, 0, 0], + "chip": [0, 0, 0, 0, 0, 0, 0], + "ptc_baseline": [0, 16500, 13500, 9000, 0, 0, 0], + "ptc_ira": [0, 17500, 15000, 11000, 7000, 3600, 0], + "ptc_700fpl": [0, 17200, 14500, 10300, 5400, 0, 0], + "net_income_baseline": [0, 31000, 57500, 75000, 88000, 120000, 150000], + "net_income_ira": [0, 39500, 59000, 77000, 95000, 123600, 150000], + "net_income_700fpl": [0, 39200, 58500, 76300, 93400, 120000, 150000], + "fpl": 21130, + "slcsp": 17500 + }, + "texas_single": { + "household_key": "texas_single", + "household_info": { + "state": "TX", + "county": "Harris County" + }, + "income": [0, 16000, 32000, 48000, 64000, 90000, 112000], + "medicaid": [0, 0, 0, 0, 0, 0, 0], + "chip": [0, 0, 0, 0, 0, 0, 0], + "ptc_baseline": [0, 8200, 6500, 3200, 0, 0, 0], + "ptc_ira": [0, 9000, 7600, 4800, 2300, 900, 0], + "ptc_700fpl": [0, 8800, 7200, 4300, 1600, 0, 0], + "net_income_baseline": [0, 24200, 38500, 51200, 64000, 90000, 112000], + "net_income_ira": [0, 25000, 39600, 52800, 66300, 90900, 112000], + "net_income_700fpl": [0, 24800, 39200, 52300, 65600, 90000, 112000], + "fpl": 15570, + "slcsp": 9000 + }, + "ny_family": { + "household_key": "ny_family", + "household_info": { + "state": "NY", + "county": "New York County" + }, + "income": [0, 27000, 54000, 81000, 108000, 145000, 170000], + "medicaid": [14500, 12000, 0, 0, 0, 0, 0], + "chip": [7000, 6500, 3500, 1000, 0, 0, 0], + "ptc_baseline": [0, 15500, 12000, 7500, 0, 0, 0], + "ptc_ira": [0, 16500, 14000, 9800, 5200, 1900, 0], + "ptc_700fpl": [0, 16200, 13500, 9300, 4300, 0, 0], + "net_income_baseline": [0, 39000, 66000, 89500, 108000, 145000, 170000], + "net_income_ira": [0, 43500, 68000, 91800, 113200, 146900, 170000], + "net_income_700fpl": [0, 43200, 67500, 91300, 112300, 145000, 170000], + "fpl": 26650, + "slcsp": 16500 + } +} diff --git a/src/data/households/cliff_demo.json b/src/data/households/cliff_demo.json new file mode 100644 index 0000000..b3e1888 --- /dev/null +++ b/src/data/households/cliff_demo.json @@ -0,0 +1,39 @@ +{ + "household_key": "cliff_demo", + "household_info": { + "name": "Pennsylvania Single Adult", + "shortName": "PA Demo", + "description": "Single adult (45) in Lebanon County, PA at 650% FPL", + "location": "Lebanon County, PA", + "age": 45, + "state": "PA", + "county": "Lebanon County", + "fpl_percent": 650, + "isExpansion": true + }, + "fpl_2025": 15060, + "fpl_2026": 16031, + "income": [0, 16031, 32062, 64124, 104200, 128248, 160000], + "medicaid": [8500, 7500, 0, 0, 0, 0, 0], + "chip": [0, 0, 0, 0, 0, 0, 0], + "ptc_baseline": [0, 11500, 9500, 6000, 0, 0, 0], + "ptc_ira": [0, 12036, 10400, 7200, 3180, 2400, 0], + "ptc_700fpl": [0, 12036, 10100, 6900, 2676, 1600, 0], + "slcsp": [12036, 12036, 12036, 12036, 12036, 12036, 12036], + "fpl": 16031, + "at_650_fpl": { + "income_2025": 97900, + "income_2026": 104200, + "ptc_2025_ira": 2904, + "slcsp_2025": 11556, + "ptc_2026_baseline": 0, + "ptc_2026_ira": 3180, + "ptc_2026_700fpl": 2676, + "slcsp_2026": 12036, + "cliff_loss_annual": 2904, + "cliff_loss_monthly": 242 + }, + "income_2025": [0, 15060, 30120, 60240, 97900, 120480, 150000], + "ptc_2025": [0, 11556, 10000, 6800, 2904, 2000, 0], + "slcsp_2025": [11556, 11556, 11556, 11556, 11556, 11556, 11556] +} diff --git a/src/enrollmentContext.js b/src/enrollmentContext.js new file mode 100644 index 0000000..fc472d2 --- /dev/null +++ b/src/enrollmentContext.js @@ -0,0 +1,215 @@ +import enrollmentFixture from "../aca_calc/data/enrollment_context_2026_counties.json"; +import districtFixture from "../aca_calc/data/enrollment_context_2026_districts.json"; +import platformConfig from "../aca_calc/data/marketplace_platforms_2026.json"; + +export const STATE_NAMES = { + AL: "Alabama", + AK: "Alaska", + AZ: "Arizona", + AR: "Arkansas", + CA: "California", + CO: "Colorado", + CT: "Connecticut", + DE: "Delaware", + DC: "District of Columbia", + FL: "Florida", + GA: "Georgia", + HI: "Hawaii", + ID: "Idaho", + IL: "Illinois", + IN: "Indiana", + IA: "Iowa", + KS: "Kansas", + KY: "Kentucky", + LA: "Louisiana", + ME: "Maine", + MD: "Maryland", + MA: "Massachusetts", + MI: "Michigan", + MN: "Minnesota", + MS: "Mississippi", + MO: "Missouri", + MT: "Montana", + NE: "Nebraska", + NV: "Nevada", + NH: "New Hampshire", + NJ: "New Jersey", + NM: "New Mexico", + NY: "New York", + NC: "North Carolina", + ND: "North Dakota", + OH: "Ohio", + OK: "Oklahoma", + OR: "Oregon", + PA: "Pennsylvania", + RI: "Rhode Island", + SC: "South Carolina", + SD: "South Dakota", + TN: "Tennessee", + TX: "Texas", + UT: "Utah", + VT: "Vermont", + VA: "Virginia", + WA: "Washington", + WV: "West Virginia", + WI: "Wisconsin", + WY: "Wyoming", +}; + +const normalizeState = (state) => (state || "").trim().toUpperCase(); + +const normalizeCounty = (county) => { + let normalized = (county || "") + .trim() + .toLowerCase() + .replace(/[^a-z0-9]+/g, " ") + .replace(/\s+/g, " ") + .trim(); + + for (const suffix of [ + " city and borough", + " census area", + " municipality", + " borough", + " county", + " parish", + ]) { + if (normalized.endsWith(suffix)) { + normalized = normalized.slice(0, -suffix.length).trim(); + break; + } + } + + return normalized; +}; + +const countyKeys = (county) => { + const normalized = normalizeCounty(county); + return [normalized, normalized.replace(/\s+/g, "")]; +}; + +export const getMarketplacePlatform = (state) => { + const stateCode = normalizeState(state); + + if (platformConfig.healthcare_gov_states.includes(stateCode)) { + return "HealthCare.gov"; + } + if (platformConfig.state_based_marketplace_states.includes(stateCode)) { + return "State-based marketplace"; + } + return "Unknown"; +}; + +export const getStateName = (state) => { + const stateCode = normalizeState(state); + return STATE_NAMES[stateCode] || stateCode || "Unknown state"; +}; + +export const getEnrollmentContext = (state, county) => { + const stateCode = normalizeState(state); + const platform = getMarketplacePlatform(stateCode); + const baseContext = { + year: enrollmentFixture.year, + state: stateCode, + county, + marketplacePlatform: platform, + source: enrollmentFixture.source, + sourceUrl: enrollmentFixture.source_url, + }; + + if (platform === "Unknown") { + return { + ...baseContext, + status: "unknown_state", + fineGrainedCmsAvailable: false, + countyContextAvailable: false, + message: `${stateCode || "This state"} is not recognized in the 2026 Marketplace platform configuration.`, + }; + } + + if (platform === "State-based marketplace") { + return { + ...baseContext, + status: "state_based_marketplace_fallback", + fineGrainedCmsAvailable: false, + countyContextAvailable: false, + message: `${stateCode} runs a state-based marketplace. CMS county/ZIP Marketplace PUF detail is not available here, so this view falls back to state-level context only.`, + }; + } + + const selectedCountyKeys = new Set(countyKeys(county)); + const record = enrollmentFixture.records.find( + (item) => + normalizeState(item.state) === stateCode && + countyKeys(item.county).some((key) => selectedCountyKeys.has(key)), + ); + + if (!record) { + const location = county ? `${county}, ${stateCode}` : stateCode; + return { + ...baseContext, + status: "not_in_compact_dataset", + fineGrainedCmsAvailable: true, + countyContextAvailable: false, + message: `CMS county/ZIP PUF detail is available for ${stateCode}, but ${location} is not included in the checked-in compact county dataset yet.`, + }; + } + + return { + ...baseContext, + ...record, + county: record.county, + status: "county_context_available", + fineGrainedCmsAvailable: true, + countyContextAvailable: true, + message: `Fine-grained CMS county enrollment context is available for ${record.county}, ${stateCode}.`, + }; +}; + +export const getCongressionalDistrictPremiumContexts = () => + districtFixture.records.map((record) => { + const planSelections = Number(record.marketplace_plan_selections); + const aptcConsumers = Number(record.aptc_consumers); + const nonAptcConsumers = + Number.isFinite(planSelections) && Number.isFinite(aptcConsumers) + ? Math.max(0, planSelections - aptcConsumers) + : null; + + return { + ...record, + marketplace_plan_selections: Number.isFinite(planSelections) + ? planSelections + : null, + aptc_consumers: Number.isFinite(aptcConsumers) ? aptcConsumers : null, + non_aptc_consumers: nonAptcConsumers, + average_premium: Number.isFinite(Number(record.average_premium)) + ? Number(record.average_premium) + : null, + average_premium_after_aptc: Number.isFinite( + Number(record.average_premium_after_aptc), + ) + ? Number(record.average_premium_after_aptc) + : null, + average_aptc: Number.isFinite(Number(record.average_aptc)) + ? Number(record.average_aptc) + : null, + marketplacePlatform: getMarketplacePlatform(record.state), + premiumContextAvailable: Number.isFinite( + Number(record.average_premium_after_aptc), + ), + }; + }); + +export const formatNumber = (value) => + new Intl.NumberFormat("en-US").format(value || 0); + +export const formatCurrency = (value) => + new Intl.NumberFormat("en-US", { + style: "currency", + currency: "USD", + maximumFractionDigits: 0, + }).format(value || 0); + +export const platformConfig2026 = platformConfig; +export const enrollmentSample = enrollmentFixture; +export const congressionalDistrictContext2026 = districtFixture; diff --git a/src/views/LocalImpact.css b/src/views/LocalImpact.css new file mode 100644 index 0000000..f45c06a --- /dev/null +++ b/src/views/LocalImpact.css @@ -0,0 +1,477 @@ +.local-impact-page { + max-width: 1480px; + margin: 0 auto; + padding: var(--pe-space-xl) var(--pe-space-xl) var(--pe-space-2xl); +} + +.local-impact-heading { + max-width: 920px; + margin-bottom: var(--pe-space-xl); +} + +.local-impact-heading .eyebrow { + color: var(--pe-accent-dark); + font-size: 0.78rem; + font-weight: 700; + letter-spacing: 0; + margin-bottom: var(--pe-space-xs); + text-transform: uppercase; +} + +.local-impact-heading h2 { + color: var(--pe-gray-900); + font-size: 2.25rem; + line-height: 1.15; + margin-bottom: var(--pe-space-sm); +} + +.local-impact-heading p { + color: var(--pe-text-secondary); + font-size: 1rem; +} + +.local-impact-grid { + align-items: start; + display: grid; + gap: var(--pe-space-lg); + grid-template-columns: minmax(300px, 0.72fr) minmax(520px, 1.28fr); +} + +.local-panel { + background: var(--pe-surface); + border: 1px solid var(--pe-border); + border-radius: var(--pe-radius-md); + box-shadow: var(--pe-shadow-sm); + padding: var(--pe-space-lg); +} + +.cd-map-panel { + grid-column: 1 / -1; + padding: var(--pe-space-xl); +} + +.local-panel-header { + align-items: center; + display: flex; + gap: var(--pe-space-md); + justify-content: space-between; + margin-bottom: var(--pe-space-md); +} + +.local-panel-header h3 { + color: var(--pe-gray-900); + font-size: 1.1rem; + margin: 0; +} + +.local-panel-header p { + color: var(--pe-text-secondary); + font-size: 0.88rem; + margin: var(--pe-space-xs) 0 0; +} + +.local-year, +.status-pill { + border-radius: 999px; + font-size: 0.74rem; + font-weight: 700; + padding: 5px 10px; + white-space: nowrap; +} + +.local-year { + background: var(--pe-blue-50); + color: var(--pe-blue-800); +} + +.status-pill { + background: var(--pe-gray-100); + color: var(--pe-gray-700); +} + +.status-county_context_available { + background: var(--pe-teal-100); + color: var(--pe-teal-800); +} + +.status-state_based_marketplace_fallback { + background: #fef3c7; + color: #92400e; +} + +.status-not_in_compact_dataset { + background: var(--pe-blue-100); + color: var(--pe-blue-800); +} + +.local-field { + display: flex; + flex-direction: column; + gap: var(--pe-space-xs); + margin-bottom: var(--pe-space-md); +} + +.local-field span { + color: var(--pe-gray-700); + font-size: 0.82rem; + font-weight: 700; +} + +.local-field select, +.local-field input { + background: #fff; + border: 1px solid var(--pe-gray-300); + border-radius: var(--pe-radius-md); + color: var(--pe-gray-900); + font: inherit; + min-height: 42px; + padding: 9px 12px; + width: 100%; +} + +.local-state-caption { + background: var(--pe-blue-50); + border: 1px solid var(--pe-blue-100); + border-radius: var(--pe-radius-md); + margin: calc(var(--pe-space-sm) * -1) 0 var(--pe-space-md); + padding: var(--pe-space-sm) var(--pe-space-md); +} + +.local-state-caption strong, +.local-state-caption span { + display: block; +} + +.local-state-caption strong { + color: var(--pe-blue-900); + font-size: 0.95rem; +} + +.local-state-caption span { + color: var(--pe-blue-800); + font-size: 0.8rem; +} + +.local-field select:focus, +.local-field input:focus { + border-color: var(--pe-accent); + box-shadow: 0 0 0 3px rgba(49, 151, 149, 0.16); + outline: none; +} + +.local-platform-summary { + border-top: 1px solid var(--pe-border-light); + margin-top: var(--pe-space-md); + padding-top: var(--pe-space-md); +} + +.local-platform-label { + color: var(--pe-text-muted); + display: block; + font-size: 0.76rem; + font-weight: 700; + margin-bottom: var(--pe-space-xs); + text-transform: uppercase; +} + +.local-platform-summary strong { + color: var(--pe-gray-900); + display: block; + margin-bottom: var(--pe-space-xs); +} + +.local-platform-summary p, +.local-message, +.local-fallback p { + color: var(--pe-text-secondary); + font-size: 0.92rem; +} + +.local-metric-grid { + display: grid; + gap: var(--pe-space-md); + grid-template-columns: repeat(2, minmax(0, 1fr)); +} + +.local-metric { + border: 1px solid var(--pe-border-light); + border-radius: var(--pe-radius-md); + background: #fff; + padding: var(--pe-space-md); +} + +.local-metric-label, +.local-metric-detail { + color: var(--pe-text-muted); + display: block; + font-size: 0.78rem; +} + +.local-metric strong { + color: var(--pe-gray-900); + display: block; + font-size: 1.45rem; + line-height: 1.2; + margin: 3px 0; +} + +.local-fallback { + background: var(--pe-gray-50); + border: 1px solid var(--pe-border-light); + border-radius: var(--pe-radius-md); + padding: var(--pe-space-md); +} + +.local-fallback strong { + color: var(--pe-gray-900); +} + +.cd-map-shell { + background: linear-gradient(180deg, #ffffff 0%, var(--pe-gray-50) 100%); + border: 1px solid var(--pe-border-light); + border-radius: var(--pe-radius-md); + overflow: hidden; + padding: var(--pe-space-lg); +} + +.cd-map-svg { + display: block; + height: auto; + width: 100%; +} + +.cd-map-tabs { + display: grid; + gap: var(--pe-space-sm); + grid-template-columns: repeat(3, minmax(0, 1fr)); + margin-bottom: var(--pe-space-lg); +} + +.cd-map-tab { + background: #fff; + border: 1px solid var(--pe-border); + border-radius: var(--pe-radius-md); + color: var(--pe-gray-700); + cursor: pointer; + font: inherit; + min-height: 78px; + padding: 12px 14px; + text-align: left; + transition: + background var(--pe-transition-fast), + border-color var(--pe-transition-fast), + box-shadow var(--pe-transition-fast), + color var(--pe-transition-fast); +} + +.cd-map-tab:hover { + border-color: var(--pe-teal-300); + box-shadow: 0 6px 18px rgba(16, 24, 40, 0.08); +} + +.cd-map-tab.active { + background: var(--pe-teal-50); + border-color: var(--pe-teal-500); + box-shadow: inset 0 0 0 1px var(--pe-teal-500); + color: var(--pe-teal-900); +} + +.cd-map-tab span, +.cd-map-tab small { + display: block; +} + +.cd-map-tab span { + font-size: 0.98rem; + font-weight: 700; + line-height: 1.2; +} + +.cd-map-tab small { + color: var(--pe-text-secondary); + font-size: 0.76rem; + line-height: 1.25; + margin-top: 5px; +} + +.cd-district { + cursor: pointer; + stroke: rgba(255, 255, 255, 0.9); + stroke-linejoin: round; + stroke-width: 0.75; + transition: + filter var(--pe-transition-fast), + opacity var(--pe-transition-fast), + stroke-width var(--pe-transition-fast); +} + +.cd-district:hover, +.cd-district:focus { + filter: brightness(0.92); + outline: none; + stroke: var(--pe-gray-900); + stroke-width: 1.4; +} + +.cd-district.same-state { + stroke: var(--pe-gray-800); + stroke-width: 1.25; +} + +.cd-district.selected { + filter: brightness(0.86); + stroke: var(--pe-gray-900); + stroke-width: 2.6; +} + +.cd-bucket-1 { + background: var(--pe-blue-50); + fill: var(--pe-blue-50); +} + +.cd-bucket-2 { + background: var(--pe-blue-200); + fill: var(--pe-blue-200); +} + +.cd-bucket-3 { + background: var(--pe-teal-200); + fill: var(--pe-teal-200); +} + +.cd-bucket-4 { + background: var(--pe-teal-500); + fill: var(--pe-teal-500); +} + +.cd-bucket-5 { + background: var(--pe-blue-800); + fill: var(--pe-blue-800); +} + +.cd-unavailable { + background: var(--pe-gray-100); + fill: var(--pe-gray-100); + border-style: dashed; + color: var(--pe-gray-500); +} + +.cd-map-footer { + align-items: flex-start; + border-top: 1px solid var(--pe-border-light); + display: grid; + gap: var(--pe-space-lg); + grid-template-columns: minmax(0, 1.3fr) minmax(360px, 0.7fr); + margin-top: var(--pe-space-lg); + padding-top: var(--pe-space-md); +} + +.cd-map-legend { + display: flex; + flex-wrap: wrap; + gap: var(--pe-space-sm); + max-width: 620px; +} + +.cd-legend-item { + align-items: center; + color: var(--pe-text-secondary); + display: inline-flex; + font-size: 0.78rem; + gap: 6px; + white-space: nowrap; +} + +.cd-legend-swatch { + border: 1px solid rgba(16, 24, 40, 0.16); + border-radius: 3px; + display: inline-block; + height: 13px; + width: 18px; +} + +.cd-map-summary { + background: var(--pe-gray-50); + border: 1px solid var(--pe-border-light); + border-radius: var(--pe-radius-md); + min-width: 0; + padding: var(--pe-space-md); +} + +.cd-map-summary span { + color: var(--pe-text-muted); + display: block; + font-size: 0.86rem; + font-weight: 700; + text-transform: none; +} + +.cd-map-summary strong { + color: var(--pe-gray-900); + display: block; + font-size: 1.65rem; + line-height: 1.2; + margin: 3px 0; +} + +.cd-map-summary p, +.cd-map-note { + color: var(--pe-text-secondary); + font-size: 0.88rem; +} + +.cd-map-note { + margin-top: var(--pe-space-md); +} + +.cd-summary-stats { + display: grid; + gap: var(--pe-space-sm); + grid-template-columns: repeat(3, minmax(0, 1fr)); + margin-top: var(--pe-space-md); +} + +.cd-summary-stats span { + background: #fff; + border: 1px solid var(--pe-border-light); + border-radius: var(--pe-radius-sm); + color: var(--pe-text-secondary); + display: block; + font-size: 0.72rem; + padding: var(--pe-space-sm); + text-transform: none; +} + +.cd-summary-stats strong { + color: var(--pe-gray-900); + display: block; + font-size: 0.95rem; + line-height: 1.15; + margin: 0 0 2px; +} + +@media (max-width: 800px) { + .local-impact-page { + padding: var(--pe-space-lg); + } + + .local-impact-grid { + grid-template-columns: 1fr; + } + + .local-metric-grid { + grid-template-columns: 1fr; + } + + .cd-map-tabs { + grid-template-columns: 1fr; + } + + .cd-map-footer { + grid-template-columns: 1fr; + } + + .cd-summary-stats { + grid-template-columns: 1fr; + } +} diff --git a/src/views/LocalImpact.jsx b/src/views/LocalImpact.jsx new file mode 100644 index 0000000..5eff26c --- /dev/null +++ b/src/views/LocalImpact.jsx @@ -0,0 +1,225 @@ +import { useMemo, useState } from "react"; +import countiesByState from "../../counties.json"; +import CongressionalDistrictPremiumMap from "../components/CongressionalDistrictPremiumMap"; +import { + formatCurrency, + formatNumber, + getEnrollmentContext, + getMarketplacePlatform, + getStateName, + platformConfig2026, +} from "../enrollmentContext"; +import "./LocalImpact.css"; + +const DEFAULT_STATE = "TX"; +const DEFAULT_COUNTY = "Travis County"; + +const getCountyOptions = (state) => [...(countiesByState[state] || [])].sort(); + +const statusText = { + county_context_available: "County context available", + state_based_marketplace_fallback: "State-level fallback", + not_in_compact_dataset: "Available in full PUF", + unknown_state: "Unknown state", +}; + +const sortStatesByName = (states) => + [...states].sort((a, b) => getStateName(a).localeCompare(getStateName(b))); + +const getStateLabel = (state) => { + const platform = getMarketplacePlatform(state); + if (platform === "HealthCare.gov") { + return `${getStateName(state)} (${state})`; + } + if (platform === "State-based marketplace") { + return `${getStateName(state)} (${state})`; + } + return getStateName(state); +}; + +const getPlatformDetail = (state) => { + const platform = getMarketplacePlatform(state); + if (platform === "HealthCare.gov") { + return "County and ZIP enrollment PUF detail available"; + } + if (platform === "State-based marketplace") { + return "State-level fallback only"; + } + return "Platform unknown"; +}; + +function Metric({ label, value, detail }) { + return ( +
+ {label} + {value} + {detail && {detail}} +
+ ); +} + +function LocalImpact() { + const [state, setState] = useState(DEFAULT_STATE); + const [county, setCounty] = useState(DEFAULT_COUNTY); + + const stateGroups = useMemo( + () => ({ + healthcareGov: sortStatesByName( + Object.keys(countiesByState).filter( + (stateCode) => getMarketplacePlatform(stateCode) === "HealthCare.gov", + ), + ), + stateBased: sortStatesByName( + Object.keys(countiesByState).filter( + (stateCode) => + getMarketplacePlatform(stateCode) === "State-based marketplace", + ), + ), + }), + [], + ); + const countyOptions = useMemo(() => getCountyOptions(state), [state]); + const selectedCounty = countyOptions.includes(county) + ? county + : countyOptions[0] || ""; + + const context = useMemo( + () => getEnrollmentContext(state, selectedCounty), + [state, selectedCounty], + ); + + const location = `${selectedCounty}, ${getStateName(state)}`; + + const selectState = (nextState) => { + setState(nextState); + setCounty(getCountyOptions(nextState)[0] || ""); + }; + + const handleStateChange = (event) => { + selectState(event.target.value); + }; + + return ( +
+
+

Local impact

+

Explore Marketplace enrollment and premium context

+

+ Select a geography, then compare CMS Marketplace enrollment context, + average paid premiums, and APTC uptake by congressional district. +

+
+ +
+
+
+

Geography

+ 2026 OEP +
+ + + +
+ {getStateName(state)} + {getPlatformDetail(state)} +
+ + + +
+ Marketplace platform + {context.marketplacePlatform} +

{platformConfig2026.fine_grained_puf_note}

+
+
+ +
+
+

{location}

+ + {statusText[context.status] || "Context"} + +
+ +

{context.message}

+ + {context.countyContextAvailable ? ( +
+ + + + +
+ ) : ( +
+ + {context.fineGrainedCmsAvailable + ? "Full-PUF ingestion needed" + : "State-level/fallback only"} + +

+ {context.fineGrainedCmsAvailable + ? "This HealthCare.gov state has CMS county/ZIP PUF detail, but this county is not matched in the compact dataset yet." + : "State-based marketplace enrollment detail is reported outside the CMS county/ZIP PUF structure used in this first slice."} +

+
+ )} +
+ + +
+
+ ); +} + +export default LocalImpact; diff --git a/tests/test_400_fpl_cliff.py b/tests/test_400_fpl_cliff.py deleted file mode 100644 index 45c796c..0000000 --- a/tests/test_400_fpl_cliff.py +++ /dev/null @@ -1,66 +0,0 @@ -"""Test the 400% FPL cliff.""" -import sys -sys.path.insert(0, '.') - -from app import calculate_ptc, get_fpl - - -def test_cliff_at_400_fpl(): - """Test that baseline has cliff at 400% FPL but reform doesn't.""" - - # 60-year-old couple in WV - household_size = 2 - fpl = get_fpl(household_size) - - print(f"2-person FPL: ${fpl:,}") - print(f"400% FPL: ${fpl * 4:,}") - - # Test just below 400% FPL - income_below = int(fpl * 3.99) - print(f"\nTesting at 399% FPL (${income_below:,}):") - - ptc_reform_below, slcsp = calculate_ptc(60, 60, income_below, [], "WV", None, use_reform=True) - ptc_baseline_below, _ = calculate_ptc(60, 60, income_below, [], "WV", None, use_reform=False) - - print(f" Baseline PTC: ${ptc_baseline_below:,.0f}") - print(f" Reform PTC: ${ptc_reform_below:,.0f}") - - # Test at 400% FPL - income_at = int(fpl * 4.0) - print(f"\nTesting at 400% FPL (${income_at:,}):") - - ptc_reform_at, _ = calculate_ptc(60, 60, income_at, [], "WV", None, use_reform=True) - ptc_baseline_at, _ = calculate_ptc(60, 60, income_at, [], "WV", None, use_reform=False) - - print(f" Baseline PTC: ${ptc_baseline_at:,.0f}") - print(f" Reform PTC: ${ptc_reform_at:,.0f}") - - # Test above 400% FPL - income_above = int(fpl * 4.5) - print(f"\nTesting at 450% FPL (${income_above:,}):") - - ptc_reform_above, _ = calculate_ptc(60, 60, income_above, [], "WV", None, use_reform=True) - ptc_baseline_above, _ = calculate_ptc(60, 60, income_above, [], "WV", None, use_reform=False) - - print(f" Baseline PTC: ${ptc_baseline_above:,.0f}") - print(f" Reform PTC: ${ptc_reform_above:,.0f}") - - print("\n" + "="*70) - print("VERIFICATION:") - print("="*70) - - # Baseline should be $0 above 400% FPL - if ptc_baseline_above == 0: - print("✓ Baseline correctly has cliff (PTC = $0 above 400% FPL)") - else: - print(f"✗ FAIL: Baseline should be $0 above 400% FPL, got ${ptc_baseline_above:,.0f}") - - # Reform should still have PTC above 400% FPL - if ptc_reform_above > 0: - print("✓ Reform correctly has no cliff (PTC > $0 above 400% FPL)") - else: - print(f"✗ FAIL: Reform should have PTC above 400% FPL, got ${ptc_reform_above:,.0f}") - - -if __name__ == "__main__": - test_cliff_at_400_fpl() diff --git a/tests/test_app_comprehensive.py b/tests/test_app_comprehensive.py deleted file mode 100644 index 39ceb57..0000000 --- a/tests/test_app_comprehensive.py +++ /dev/null @@ -1,177 +0,0 @@ -""" -Comprehensive verification test for the fixed app.py -Tests all critical scenarios to ensure calculations match notebook values -""" -import sys -sys.path.insert(0, '.') - -# Import the fixed calculate_ptc function from app.py -from app import calculate_ptc - -print("="*70) -print("COMPREHENSIVE APP VERIFICATION TEST") -print("="*70) - -# Test scenarios from notebook -test_cases = [ - { - "name": "Texas couple at 300% FPL ($63,450)", - "age_head": 25, - "age_spouse": 28, - "income": 63450, - "dependent_ages": [], - "state": "TX", - "county": None, - "expected_baseline": 4062, - "expected_reform": 6283, - }, - { - "name": "Texas couple at 400% FPL ($84,600) - THE CLIFF", - "age_head": 25, - "age_spouse": 28, - "income": 84600, - "dependent_ages": [], - "state": "TX", - "county": None, - "expected_baseline": 0, - "expected_reform": 2899, - }, - { - "name": "Texas couple at 138% FPL ($29,187)", - "age_head": 25, - "age_spouse": 28, - "income": 29187, - "dependent_ages": [], - "state": "TX", - "county": None, - "expected_baseline": 9129, - "expected_reform": 10090, - }, - { - "name": "NY family (30+30+3yo) at 300% FPL ($79,950)", - "age_head": 30, - "age_spouse": 30, - "income": 79950, - "dependent_ages": [3], - "state": "NY", - "county": None, - "expected_baseline": 13848, - "expected_reform": 16646, - }, - { - "name": "NY family at 405% FPL ($107,933) - Above cliff", - "age_head": 30, - "age_spouse": 30, - "income": 107933, - "dependent_ages": [3], - "state": "NY", - "county": None, - "expected_baseline": 0, - "expected_reform": 12269, - }, -] - -passed = 0 -failed = 0 -tolerance = 100 # Allow $100 difference due to rounding - -for i, test in enumerate(test_cases, 1): - print(f"\n{'='*70}") - print(f"TEST {i}: {test['name']}") - print(f"{'='*70}") - - # Calculate baseline - ptc_baseline, slcsp = calculate_ptc( - test['age_head'], - test['age_spouse'], - test['income'], - test['dependent_ages'], - test['state'], - test['county'], - use_reform=False - ) - - # Calculate reform - ptc_reform, _ = calculate_ptc( - test['age_head'], - test['age_spouse'], - test['income'], - test['dependent_ages'], - test['state'], - test['county'], - use_reform=True - ) - - # Check results - baseline_diff = abs(ptc_baseline - test['expected_baseline']) - reform_diff = abs(ptc_reform - test['expected_reform']) - - baseline_ok = baseline_diff < tolerance - reform_ok = reform_diff < tolerance - - print(f"\nBaseline PTC:") - print(f" Expected: ${test['expected_baseline']:,.0f}") - print(f" Got: ${ptc_baseline:,.0f}") - print(f" Diff: ${baseline_diff:,.0f}") - print(f" Status: {'✓ PASS' if baseline_ok else '✗ FAIL'}") - - print(f"\nReform PTC:") - print(f" Expected: ${test['expected_reform']:,.0f}") - print(f" Got: ${ptc_reform:,.0f}") - print(f" Diff: ${reform_diff:,.0f}") - print(f" Status: {'✓ PASS' if reform_ok else '✗ FAIL'}") - - print(f"\nSLCSP: ${slcsp:,.0f}/year") - print(f"Difference (Reform - Baseline): ${ptc_reform - ptc_baseline:,.0f}") - - if baseline_ok and reform_ok: - print(f"\n✓ TEST {i} PASSED") - passed += 1 - else: - print(f"\n✗ TEST {i} FAILED") - failed += 1 - -# Edge case tests -print(f"\n{'='*70}") -print("EDGE CASE TESTS") -print(f"{'='*70}") - -# Test with multiple children -print(f"\n--- Test: Family with 3 children ---") -ptc_base, slcsp = calculate_ptc(35, 35, 80000, [5, 8, 12], "TX", None, use_reform=False) -ptc_ref, _ = calculate_ptc(35, 35, 80000, [5, 8, 12], "TX", None, use_reform=True) -print(f"Baseline: ${ptc_base:,.0f}, Reform: ${ptc_ref:,.0f}, SLCSP: ${slcsp:,.0f}") -if ptc_ref > ptc_base and slcsp > 0: - print("✓ PASS - Reform gives higher benefit and SLCSP exists") - passed += 1 -else: - print("✗ FAIL - Something wrong with multi-child calculation") - failed += 1 - -# Test single person -print(f"\n--- Test: Single person at 250% FPL ---") -ptc_base, slcsp = calculate_ptc(40, None, 40000, [], "TX", None, use_reform=False) -ptc_ref, _ = calculate_ptc(40, None, 40000, [], "TX", None, use_reform=True) -print(f"Baseline: ${ptc_base:,.0f}, Reform: ${ptc_ref:,.0f}, SLCSP: ${slcsp:,.0f}") -if ptc_ref >= ptc_base and slcsp > 0: - print("✓ PASS - Single person calculation works") - passed += 1 -else: - print("✗ FAIL - Single person calculation issue") - failed += 1 - -# Summary -print(f"\n{'='*70}") -print("FINAL RESULTS") -print(f"{'='*70}") -print(f"Passed: {passed}") -print(f"Failed: {failed}") -print(f"Total: {passed + failed}") - -if failed == 0: - print("\n✓✓✓ ALL TESTS PASSED! ✓✓✓") - print("The app is working correctly!") -else: - print(f"\n✗ {failed} test(s) failed. Review issues above.") - -sys.exit(0 if failed == 0 else 1) \ No newline at end of file diff --git a/tests/test_app_function.py b/tests/test_app_function.py deleted file mode 100644 index 932bf8a..0000000 --- a/tests/test_app_function.py +++ /dev/null @@ -1,196 +0,0 @@ -""" -Test the actual calculate_ptc function from app.py to see what's wrong -""" -from policyengine_us import Simulation -from policyengine_core.reforms import Reform - -def calculate_ptc(age_head, age_spouse, income, dependent_ages, state, use_reform=False): - """Calculate PTC for baseline or IRA enhanced scenario using 2026 comparison""" - try: - # Build household for 2026 - household = { - "people": { - "you": {"age": {2026: age_head}} - }, - "families": {"your family": {"members": ["you"]}}, - "spm_units": {"your household": {"members": ["you"]}}, - "tax_units": {"your tax unit": {"members": ["you"]}}, - "households": { - "your household": { - "members": ["you"], - "state_name": {2026: state}, - "county_fips": {2026: "48015"} # Default to Austin, TX like notebook - } - } - } - - # Add income and spouse - if age_spouse: - household["people"]["you"]["employment_income"] = {2026: income / 2} - household["people"]["your partner"] = { - "age": {2026: age_spouse}, - "employment_income": {2026: income / 2} - } - household["families"]["your family"]["members"].append("your partner") - household["spm_units"]["your household"]["members"].append("your partner") - household["tax_units"]["your tax unit"]["members"].append("your partner") - household["households"]["your household"]["members"].append("your partner") - household["marital_units"] = {"your marital unit": {"members": ["you", "your partner"]}} - else: - household["people"]["you"]["employment_income"] = {2026: income} - - # Add dependents with proper marital unit structure - for i, dep_age in enumerate(dependent_ages): - child_id = f"your child {i+1}" if i == 0 else f"your child {i+1}" - if i == 0: - child_id = "your first dependent" - elif i == 1: - child_id = "your second dependent" - else: - child_id = f"child_{i+1}" - - household["people"][child_id] = {"age": {2026: dep_age}} - household["families"]["your family"]["members"].append(child_id) - household["spm_units"]["your household"]["members"].append(child_id) - household["tax_units"]["your tax unit"]["members"].append(child_id) - household["households"]["your household"]["members"].append(child_id) - - # Add child's marital unit - if "marital_units" not in household: - household["marital_units"] = {} - household["marital_units"][f"{child_id}'s marital unit"] = { - "members": [child_id], - "marital_unit_id": {2026: i + (2 if age_spouse else 1)} - } - - # Create reform for IRA enhancements (exactly from notebook) - if use_reform: - try: - from policyengine_core.reforms import Reform - reform = Reform.from_dict({ - "gov.aca.ptc_phase_out_rate[0].amount": {"2026-01-01.2100-12-31": 0}, - "gov.aca.ptc_phase_out_rate[1].amount": {"2025-01-01.2100-12-31": 0}, - "gov.aca.ptc_phase_out_rate[2].amount": {"2026-01-01.2100-12-31": 0}, - "gov.aca.ptc_phase_out_rate[3].amount": {"2026-01-01.2100-12-31": 0.02}, - "gov.aca.ptc_phase_out_rate[4].amount": {"2026-01-01.2100-12-31": 0.04}, - "gov.aca.ptc_phase_out_rate[5].amount": {"2026-01-01.2100-12-31": 0.06}, - "gov.aca.ptc_phase_out_rate[6].amount": {"2026-01-01.2100-12-31": 0.085}, - "gov.aca.ptc_income_eligibility[2].amount": {"2026-01-01.2100-12-31": True} - }, country_id="us") - sim = Simulation(situation=household, reform=reform) - except ImportError: - # Fallback if reform import fails - sim = Simulation(situation=household) - else: - # Baseline - original ACA rules for 2026 - sim = Simulation(situation=household) - - ptc = sim.calculate("aca_ptc", map_to="household", period=2026)[0] - slcsp = sim.calculate("slcsp", map_to="household", period=2026)[0] - - return float(max(0, ptc)), float(slcsp) - - except Exception as e: - print(f"Calculation error: {str(e)}") - return 0, 0 - -# Test with Texas couple at 300% FPL -print("="*60) -print("TESTING APP'S calculate_ptc FUNCTION") -print("Texas couple at 300% FPL ($63,450)") -print("="*60) - -ptc_baseline, slcsp = calculate_ptc( - age_head=25, - age_spouse=28, - income=63450, - dependent_ages=[], - state="TX", - use_reform=False -) - -ptc_reform, _ = calculate_ptc( - age_head=25, - age_spouse=28, - income=63450, - dependent_ages=[], - state="TX", - use_reform=True -) - -print(f"\nBaseline PTC: ${ptc_baseline:,.2f}") -print(f"Reform PTC: ${ptc_reform:,.2f}") -print(f"SLCSP: ${slcsp:,.2f}") -print(f"Difference: ${ptc_reform - ptc_baseline:,.2f}") - -print(f"\nExpected: Baseline=$4,062, Reform=$6,283, Diff=$2,221") -print(f"Match: {'✓' if abs(ptc_baseline - 4062) < 50 and abs(ptc_reform - 6283) < 50 else '✗'}") - -# Test with 400% FPL -print("\n" + "="*60) -print("TESTING 400% FPL ($84,600) - THE CLIFF") -print("="*60) - -ptc_baseline_400, _ = calculate_ptc( - age_head=25, - age_spouse=28, - income=84600, - dependent_ages=[], - state="TX", - use_reform=False -) - -ptc_reform_400, _ = calculate_ptc( - age_head=25, - age_spouse=28, - income=84600, - dependent_ages=[], - state="TX", - use_reform=True -) - -print(f"\nBaseline PTC: ${ptc_baseline_400:,.2f} (should be $0)") -print(f"Reform PTC: ${ptc_reform_400:,.2f} (should be ~$2,899)") -print(f"Match: {'✓' if ptc_baseline_400 == 0 and abs(ptc_reform_400 - 2899) < 50 else '✗'}") - -# Test with single person -print("\n" + "="*60) -print("TESTING SINGLE PERSON, NJ, $50k") -print("="*60) - -ptc_baseline_single, slcsp_single = calculate_ptc( - age_head=35, - age_spouse=None, - income=50000, - dependent_ages=[], - state="NJ", - use_reform=False -) - -ptc_reform_single, _ = calculate_ptc( - age_head=35, - age_spouse=None, - income=50000, - dependent_ages=[], - state="NJ", - use_reform=True -) - -print(f"\nBaseline PTC: ${ptc_baseline_single:,.2f}") -print(f"Reform PTC: ${ptc_reform_single:,.2f}") -print(f"SLCSP: ${slcsp_single:,.2f}") -print(f"Difference: ${ptc_reform_single - ptc_baseline_single:,.2f}") - -print("\n" + "="*60) -print("CONCLUSION:") -if all([ - abs(ptc_baseline - 4062) < 50, - abs(ptc_reform - 6283) < 50, - ptc_baseline_400 == 0, - abs(ptc_reform_400 - 2899) < 50 -]): - print("✓ The app's calculate_ptc function works correctly!") - print("The issue must be somewhere else in the app.") -else: - print("✗ The app's calculate_ptc function has issues.") -print("="*60) \ No newline at end of file diff --git a/tests/test_app_imports.py b/tests/test_app_imports.py deleted file mode 100644 index b3c6ec9..0000000 --- a/tests/test_app_imports.py +++ /dev/null @@ -1,60 +0,0 @@ -"""Test that app imports and basic functions work.""" -import sys -sys.path.insert(0, '.') - - -def test_app_imports(): - """Test that the app module can be imported without errors.""" - try: - import app - assert hasattr(app, 'main') - assert hasattr(app, 'calculate_ptc') - assert hasattr(app, 'get_fpl') - assert hasattr(app, 'COLORS') - except Exception as e: - raise AssertionError(f"Failed to import app: {e}") - - -def test_colors_defined(): - """Test that color palette is properly defined.""" - import app - assert 'primary' in app.COLORS - assert 'gray' in app.COLORS - assert 'green' in app.COLORS - assert app.COLORS['primary'] == '#2C6496' - assert app.COLORS['gray'] == '#808080' - - -def test_fpl_calculation(): - """Test Federal Poverty Level calculation.""" - import app - - # Test known FPL values for 2026 - assert app.get_fpl(1) == 15570 - assert app.get_fpl(2) == 21130 - assert app.get_fpl(4) == 32200 - - # Test that it increases for larger households - assert app.get_fpl(9) > app.get_fpl(8) - - -def test_fpl_percentage(): - """Test FPL percentage calculation.""" - import app - - # Single person at 100% FPL - pct = app.calculate_fpl_percentage(15570, 1) - assert pct == 100.0 - - # Family of 4 at 300% FPL - income = 32200 * 3 - pct = app.calculate_fpl_percentage(income, 4) - assert 299 < pct < 301 # Allow for rounding - - -if __name__ == "__main__": - test_app_imports() - test_colors_defined() - test_fpl_calculation() - test_fpl_percentage() - print("✓ All tests passed!") diff --git a/tests/test_calculate_ptc.py b/tests/test_calculate_ptc.py index 676e157..bab4df8 100644 --- a/tests/test_calculate_ptc.py +++ b/tests/test_calculate_ptc.py @@ -1,10 +1,6 @@ -"""Test calculate_ptc function.""" +"""Test the reusable Premium Tax Credit calculation helper.""" -import sys - -sys.path.insert(0, ".") - -from app import calculate_ptc +from aca_calc.calculations.ptc import calculate_ptc def test_simple_calculation(): @@ -12,7 +8,7 @@ def test_simple_calculation(): print("Testing simple single person calculation...") # Single person, age 35, $50,000 income in TX - ptc_reform, slcsp, fpl, fpl_pct = calculate_ptc( + ptc_reform, slcsp, _fpl, _fpl_pct = calculate_ptc( age_head=35, age_spouse=None, income=50000, @@ -37,7 +33,7 @@ def test_baseline_vs_reform(): print("\nTesting baseline vs reform...") # Couple at 300% FPL - ptc_reform, slcsp, fpl, fpl_pct = calculate_ptc( + ptc_reform, slcsp, _fpl, _fpl_pct = calculate_ptc( age_head=25, age_spouse=28, income=63450, @@ -68,16 +64,3 @@ def test_baseline_vs_reform(): ), f"Reform ({ptc_reform}) should be >= baseline ({ptc_baseline})" print("✓ Baseline vs reform works") - - -if __name__ == "__main__": - try: - test_simple_calculation() - test_baseline_vs_reform() - print("\n✅ All tests passed!") - except Exception as e: - print(f"\n❌ Test failed: {e}") - import traceback - - traceback.print_exc() - sys.exit(1) diff --git a/tests/test_cliff_fixed.py b/tests/test_cliff_fixed.py deleted file mode 100644 index fb77903..0000000 --- a/tests/test_cliff_fixed.py +++ /dev/null @@ -1,29 +0,0 @@ -"""Test cliff works with employment_income.""" -import sys -sys.path.insert(0, '.') - -from app import calculate_ptc, get_fpl - -# 60yo couple -fpl_2 = get_fpl(2) -income_at_405_fpl = int(fpl_2 * 4.05) - -print(f"Testing 60yo couple at 405% FPL (${income_at_405_fpl:,})") -print(f"FPL for 2: ${fpl_2:,}, 400% FPL: ${fpl_2 * 4:,}") - -ptc_baseline, slcsp = calculate_ptc(60, 60, income_at_405_fpl, [], "WV", None, use_reform=False) -ptc_reform, _ = calculate_ptc(60, 60, income_at_405_fpl, [], "WV", None, use_reform=True) - -print(f"\nBaseline PTC (should be $0): ${ptc_baseline:,.0f}") -print(f"Reform PTC (should be >$0): ${ptc_reform:,.0f}") -print(f"SLCSP: ${slcsp:,.0f}") - -print("\n" + "="*70) -if ptc_baseline == 0 and ptc_reform > 0: - print("✓ CLIFF WORKS CORRECTLY!") - print(f" Baseline has cliff at 400% FPL (PTC = $0)") - print(f" Reform removes cliff (PTC = ${ptc_reform:,.0f})") -else: - print(f"✗ CLIFF BROKEN!") - print(f" Expected: Baseline=$0, Reform>$0") - print(f" Got: Baseline=${ptc_baseline:,.0f}, Reform=${ptc_reform:,.0f}") diff --git a/tests/test_cliff_simple.py b/tests/test_cliff_simple.py deleted file mode 100644 index 2da7598..0000000 --- a/tests/test_cliff_simple.py +++ /dev/null @@ -1,55 +0,0 @@ -"""Simple cliff test.""" -import sys -sys.path.insert(0, '.') - -from policyengine_us import Simulation -from policyengine_core.reforms import Reform -from app import get_fpl - -# 60yo couple in WV -fpl_2 = get_fpl(2) -income_at_405_fpl = int(fpl_2 * 4.05) - -print(f"FPL for 2 people: ${fpl_2:,}") -print(f"405% FPL: ${income_at_405_fpl:,}") - -situation = { - 'people': { - 'p1': {'age': {2026: 60}}, - 'p2': {'age': {2026: 60}} - }, - 'families': {'f1': {'members': ['p1', 'p2']}}, - 'marital_units': {'mu1': {'members': ['p1', 'p2']}}, - 'spm_units': {'spm1': {'members': ['p1', 'p2']}}, - 'tax_units': {'tu1': {'members': ['p1', 'p2'], 'aca_magi': {2026: income_at_405_fpl}}}, - 'households': {'h1': {'members': ['p1', 'p2'], 'state_name': {2026: 'WV'}}} -} - -# Test baseline (should be $0 above 400% FPL) -print("\n=== BASELINE (no reform) ===") -sim_baseline = Simulation(situation=situation) -ptc_baseline = sim_baseline.calculate('aca_ptc', period=2026)[0] -print(f"PTC at 405% FPL: ${ptc_baseline:,.0f}") - -# Test with reform (should have PTC above 400% FPL) -print("\n=== WITH REFORM ===") -reform = Reform.from_dict({ - "gov.aca.ptc_phase_out_rate[0].amount": {"2026-01-01.2100-12-31": 0}, - "gov.aca.ptc_phase_out_rate[1].amount": {"2025-01-01.2100-12-31": 0}, - "gov.aca.ptc_phase_out_rate[2].amount": {"2026-01-01.2100-12-31": 0}, - "gov.aca.ptc_phase_out_rate[3].amount": {"2026-01-01.2100-12-31": 0.02}, - "gov.aca.ptc_phase_out_rate[4].amount": {"2026-01-01.2100-12-31": 0.04}, - "gov.aca.ptc_phase_out_rate[5].amount": {"2026-01-01.2100-12-31": 0.06}, - "gov.aca.ptc_phase_out_rate[6].amount": {"2026-01-01.2100-12-31": 0.085}, - "gov.aca.ptc_income_eligibility[2].amount": {"2026-01-01.2100-12-31": True} -}, country_id="us") - -sim_reform = Simulation(situation=situation, reform=reform) -ptc_reform = sim_reform.calculate('aca_ptc', period=2026)[0] -print(f"PTC at 405% FPL: ${ptc_reform:,.0f}") - -print("\n" + "="*70) -if ptc_baseline == 0 and ptc_reform > 0: - print("✓ CLIFF WORKS: Baseline=$0, Reform>$0 above 400% FPL") -else: - print(f"✗ CLIFF BROKEN: Baseline=${ptc_baseline:,.0f}, Reform=${ptc_reform:,.0f}") diff --git a/tests/test_congressional_district_ingest.py b/tests/test_congressional_district_ingest.py new file mode 100644 index 0000000..ade4cee --- /dev/null +++ b/tests/test_congressional_district_ingest.py @@ -0,0 +1,85 @@ +"""Tests for congressional district context ingestion helpers.""" + +import json + +from aca_calc.congressional_district_ingest import ( + build_district_enrollment_data, + build_district_enrollment_records, +) + + +def test_build_district_records_apportions_split_county_by_land_area(tmp_path): + relationship = tmp_path / "relationship.txt" + relationship.write_text( + "\ufeffOID_CD119_20|GEOID_CD119_20|NAMELSAD_CD119_20|" + "AREALAND_CD119_20|AREAWATER_CD119_20|MTFCC_CD119_20|" + "FUNCSTAT_CD119_20|OID_COUNTY_20|GEOID_COUNTY_20|" + "NAMELSAD_COUNTY_20|AREALAND_COUNTY_20|AREAWATER_COUNTY_20|" + "MTFCC_COUNTY_20|CLASSFP_COUNTY_20|FUNCSTAT_COUNTY_20|" + "AREALAND_PART|AREAWATER_PART\n" + "1|4801|Congressional District 1|100|0|G5200|N|1|48001|" + "Example County|100|0|G4020|H1|A|25|0\n" + "2|4802|Congressional District 2|100|0|G5200|N|1|48001|" + "Example County|100|0|G4020|H1|A|75|0\n" + ) + enrollment_data = { + "records": [ + { + "state": "TX", + "county_fips": "48001", + "marketplace_plan_selections": 1000, + "new_consumers": 200, + "returning_consumers": 800, + "consumers_with_aptc_or_csr": 900, + "aptc_consumers": 700, + "average_premium": 600, + "average_premium_after_aptc": 120, + "average_aptc": 500, + "consumers_premium_after_aptc_lte_10": 300, + } + ] + } + + records = build_district_enrollment_records(enrollment_data, relationship) + + assert [record["district_geoid"] for record in records] == ["4801", "4802"] + assert records[0]["marketplace_plan_selections"] == 250 + assert records[1]["marketplace_plan_selections"] == 750 + assert records[0]["average_premium"] == 600 + assert records[1]["average_aptc"] == 500 + assert records[0]["source_county_count"] == 1 + + +def test_build_district_enrollment_data_wraps_metadata(tmp_path): + enrollment = tmp_path / "enrollment.json" + relationship = tmp_path / "relationship.txt" + enrollment.write_text( + json.dumps( + { + "year": 2026, + "records": [ + { + "state": "TX", + "county_fips": "48001", + "marketplace_plan_selections": 10, + } + ], + } + ) + ) + relationship.write_text( + "OID_CD119_20|GEOID_CD119_20|NAMELSAD_CD119_20|" + "AREALAND_CD119_20|AREAWATER_CD119_20|MTFCC_CD119_20|" + "FUNCSTAT_CD119_20|OID_COUNTY_20|GEOID_COUNTY_20|" + "NAMELSAD_COUNTY_20|AREALAND_COUNTY_20|AREAWATER_COUNTY_20|" + "MTFCC_COUNTY_20|CLASSFP_COUNTY_20|FUNCSTAT_COUNTY_20|" + "AREALAND_PART|AREAWATER_PART\n" + "1|4801|Congressional District 1|100|0|G5200|N|1|48001|" + "Example County|100|0|G4020|H1|A|100|0\n" + ) + + district_data = build_district_enrollment_data(enrollment, relationship) + + assert district_data["year"] == 2026 + assert district_data["congress"] == 119 + assert district_data["records"][0]["district_label"] == "TX-01" diff --git a/tests/test_debug_app.py b/tests/test_debug_app.py deleted file mode 100644 index 927e886..0000000 --- a/tests/test_debug_app.py +++ /dev/null @@ -1,32 +0,0 @@ -"""Debug Streamlit app to see what's rendering.""" -import sys -sys.path.insert(0, '.') - -from streamlit.testing.v1 import AppTest - - -def debug_app(): - """Debug what's in the app.""" - at = AppTest.from_file("app.py") - at.run() - - print("=== APP STATE ===") - print(f"Exception: {at.exception}") - print(f"Main elements: {len(at.main)}") - print(f"Sidebar elements: {len(at.sidebar)}") - - print("\n=== MAIN CONTENT ===") - for i, element in enumerate(at.main): - print(f"{i}: {type(element).__name__}") - - print("\n=== SIDEBAR CONTENT ===") - for i, element in enumerate(at.sidebar): - print(f"{i}: {type(element).__name__}") - - # Check if there are any errors in rendering - if at.exception: - print(f"\n=== EXCEPTION ===") - print(at.exception) - -if __name__ == "__main__": - debug_app() diff --git a/tests/test_employment_vs_magi.py b/tests/test_employment_vs_magi.py deleted file mode 100644 index 5fa8ad4..0000000 --- a/tests/test_employment_vs_magi.py +++ /dev/null @@ -1,58 +0,0 @@ -"""Test employment_income vs aca_magi input.""" -import sys -sys.path.insert(0, '.') - -from policyengine_us import Simulation -from policyengine_core.reforms import Reform -from app import get_fpl - -fpl_2 = get_fpl(2) -income = int(fpl_2 * 4.05) - -print(f"Testing 60yo couple at 405% FPL (${income:,})") - -reform = Reform.from_dict({ - "gov.aca.ptc_income_eligibility[2].amount": {"2026-01-01.2100-12-31": True} -}, country_id="us") - -# Test 1: Setting aca_magi directly -print("\n=== Setting aca_magi directly ===") -sit1 = { - 'people': {'p1': {'age': {2026: 60}}, 'p2': {'age': {2026: 60}}}, - 'families': {'f1': {'members': ['p1', 'p2']}}, - 'marital_units': {'mu1': {'members': ['p1', 'p2']}}, - 'spm_units': {'spm1': {'members': ['p1', 'p2']}}, - 'tax_units': {'tu1': {'members': ['p1', 'p2'], 'aca_magi': {2026: income}}}, - 'households': {'h1': {'members': ['p1', 'p2'], 'state_name': {2026: 'WV'}}} -} - -sim1 = Simulation(situation=sit1, reform=reform) -ptc1 = sim1.calculate('aca_ptc', period=2026)[0] -print(f"PTC with reform: ${ptc1:,.0f}") - -# Test 2: Setting employment_income -print("\n=== Setting employment_income ===") -sit2 = { - 'people': { - 'p1': {'age': {2026: 60}, 'employment_income': {2026: income/2}}, - 'p2': {'age': {2026: 60}, 'employment_income': {2026: income/2}} - }, - 'families': {'f1': {'members': ['p1', 'p2']}}, - 'marital_units': {'mu1': {'members': ['p1', 'p2']}}, - 'spm_units': {'spm1': {'members': ['p1', 'p2']}}, - 'tax_units': {'tu1': {'members': ['p1', 'p2']}}, - 'households': {'h1': {'members': ['p1', 'p2'], 'state_name': {2026: 'WV'}}} -} - -sim2 = Simulation(situation=sit2, reform=reform) -ptc2 = sim2.calculate('aca_ptc', period=2026)[0] -magi2 = sim2.calculate('aca_magi', period=2026)[0] -print(f"Calculated MAGI: ${magi2:,.0f}") -print(f"PTC with reform: ${ptc2:,.0f}") - -print("\n" + "="*70) -if ptc2 > 0: - print(f"✓ employment_income approach works: PTC = ${ptc2:,.0f}") - print("✗ aca_magi direct setting doesn't work for reforms") -else: - print("✗ Neither approach works!") diff --git a/tests/test_enrollment_context.py b/tests/test_enrollment_context.py new file mode 100644 index 0000000..f91c285 --- /dev/null +++ b/tests/test_enrollment_context.py @@ -0,0 +1,60 @@ +"""Tests for CMS Marketplace enrollment context helpers.""" + +from aca_calc.enrollment_context import get_enrollment_context + + +def test_healthcare_gov_county_with_compact_data_returns_context(): + context = get_enrollment_context("TX", "Travis County") + + assert context.status == "county_context_available" + assert context.marketplace_platform == "HealthCare.gov" + assert context.fine_grained_cms_available + assert context.county_context_available + assert context.marketplace_plan_selections == 184_355 + assert context.aptc_consumers == 162_349 + assert context.average_aptc == 562 + + +def test_state_based_marketplace_state_returns_fallback_status(): + context = get_enrollment_context("CA", "San Benito County") + + assert context.status == "state_based_marketplace_fallback" + assert context.marketplace_platform == "State-based marketplace" + assert not context.fine_grained_cms_available + assert not context.county_context_available + assert context.marketplace_plan_selections is None + assert "falls back to state-level context" in context.message + + +def test_unknown_county_in_healthcare_gov_state_is_graceful(): + context = get_enrollment_context("TX", "Not A County") + + assert context.status == "not_in_compact_dataset" + assert context.marketplace_platform == "HealthCare.gov" + assert context.fine_grained_cms_available + assert not context.county_context_available + assert context.marketplace_plan_selections is None + + +def test_second_healthcare_gov_county_from_compact_data_returns_context(): + context = get_enrollment_context("OR", "Multnomah County") + + assert context.status == "county_context_available" + assert context.marketplace_plan_selections == 28_221 + assert context.aptc_consumers == 15_466 + + +def test_display_county_name_can_match_official_census_county_name(): + context = get_enrollment_context("AK", "Haines") + + assert context.status == "county_context_available" + assert context.county == "Haines Borough" + + +def test_unknown_state_is_graceful(): + context = get_enrollment_context("ZZ", "Example County") + + assert context.status == "unknown_state" + assert context.marketplace_platform == "Unknown" + assert not context.fine_grained_cms_available + assert not context.county_context_available diff --git a/tests/test_enrollment_ingest.py b/tests/test_enrollment_ingest.py new file mode 100644 index 0000000..ba3d944 --- /dev/null +++ b/tests/test_enrollment_ingest.py @@ -0,0 +1,139 @@ +"""Tests for CMS Marketplace enrollment PUF ingestion helpers.""" + +import csv + +from aca_calc.enrollment_ingest import ( + build_enrollment_context_fixture, + load_county_fips_mapping, + parse_cms_number, +) + + +def write_csv(path, fieldnames, rows): + with path.open("w", newline="") as f: + writer = csv.DictWriter(f, fieldnames=fieldnames) + writer.writeheader() + writer.writerows(rows) + + +def test_parse_cms_number_handles_counts_currency_and_suppression(): + assert parse_cms_number('"1,234"') == 1234 + assert parse_cms_number("1,234") == 1234 + assert parse_cms_number("$562 ") == 562 + assert parse_cms_number("*") is None + assert parse_cms_number("+") is None + + +def test_build_enrollment_context_fixture_from_selected_rows(tmp_path): + county_puf = tmp_path / "county.csv" + zip_puf = tmp_path / "zip.csv" + + write_csv( + county_puf, + [ + "State_Abrvtn", + "County_FIPS_Cd", + "Cnsmr", + "New_Cnsmr", + "Tot_Renrl", + "Cnsmr_Wth_APTC_CSR", + "APTC_Cnsmr", + "Avg_Prm", + "Avg_Prm_Aftr_APTC", + "APTC_Cnsmr_Avg_APTC", + "Cnsmr_Prm_Aftr_APTC_LTEQ10", + ], + [ + { + "State_Abrvtn": "TX", + "County_FIPS_Cd": "48453", + "Cnsmr": "184,355", + "New_Cnsmr": "37,178", + "Tot_Renrl": "147,177", + "Cnsmr_Wth_APTC_CSR": "162,479", + "APTC_Cnsmr": "162,349", + "Avg_Prm": "$625 ", + "Avg_Prm_Aftr_APTC": "$130 ", + "APTC_Cnsmr_Avg_APTC": "$562 ", + "Cnsmr_Prm_Aftr_APTC_LTEQ10": "83,892", + }, + { + "State_Abrvtn": "FL", + "County_FIPS_Cd": "12057", + "Cnsmr": "260,235", + "New_Cnsmr": "39,390", + "Tot_Renrl": "220,845", + "Cnsmr_Wth_APTC_CSR": "245,436", + "APTC_Cnsmr": "245,341", + "Avg_Prm": "$757 ", + "Avg_Prm_Aftr_APTC": "$108 ", + "APTC_Cnsmr_Avg_APTC": "$688 ", + "Cnsmr_Prm_Aftr_APTC_LTEQ10": "84,635", + }, + ], + ) + write_csv( + zip_puf, + ["zip", "Cnsmr", "APTC_Cnsmr", "APTC_Cnsmr_Avg_APTC"], + [ + { + "zip": "78701", + "Cnsmr": "2,614", + "APTC_Cnsmr": "2,097", + "APTC_Cnsmr_Avg_APTC": "$616 ", + }, + { + "zip": "78702", + "Cnsmr": "9,023", + "APTC_Cnsmr": "8,324", + "APTC_Cnsmr_Avg_APTC": "$480 ", + }, + ], + ) + + fixture = build_enrollment_context_fixture( + county_puf, + {"48453": "Travis County"}, + zip_puf_path=zip_puf, + zip_examples_by_county_fips={"48453": ["78702", "78701"]}, + ) + + assert len(fixture["records"]) == 1 + record = fixture["records"][0] + assert record["state"] == "TX" + assert record["county"] == "Travis County" + assert record["marketplace_plan_selections"] == 184_355 + assert record["aptc_consumers"] == 162_349 + assert record["average_aptc"] == 562 + assert record["zip_examples"][0]["zip"] == "78701" + assert record["zip_examples"][1]["aptc_consumers"] == 8_324 + + +def test_load_county_fips_mapping_from_census_shape(tmp_path): + county_fips = tmp_path / "national_county.txt" + write_csv( + county_fips, + ["STATE", "STATEFP", "COUNTYFP", "COUNTYNAME", "CLASSFP"], + [ + { + "STATE": "TX", + "STATEFP": "48", + "COUNTYFP": "453", + "COUNTYNAME": "Travis County", + "CLASSFP": "H1", + } + ], + ) + + assert load_county_fips_mapping(county_fips) == { + "48453": "Travis County" + } + + +def test_load_county_fips_mapping_from_headerless_census_file(tmp_path): + county_fips = tmp_path / "national_county.txt" + county_fips.write_text("TX,48,453,Travis County,H1\n") + + assert load_county_fips_mapping(county_fips) == { + "48453": "Travis County" + } diff --git a/tests/test_fpl_from_policyengine.py b/tests/test_fpl_from_policyengine.py index 47fd08d..24ac8e6 100644 --- a/tests/test_fpl_from_policyengine.py +++ b/tests/test_fpl_from_policyengine.py @@ -51,7 +51,7 @@ def test_get_fpl_from_policyengine(): def test_compare_hardcoded_vs_policyengine_fpl(): """Compare our hardcoded FPL values to PolicyEngine""" - # Hardcoded values from app.py + # 2026 FPL values previously used as calculator reference values. fpl_hardcoded = { 1: 15570, 2: 21130, diff --git a/tests/test_reform_verification.py b/tests/test_reform_verification.py index 66f4774..776ebda 100644 --- a/tests/test_reform_verification.py +++ b/tests/test_reform_verification.py @@ -1,5 +1,5 @@ """ -Verify that the reform is actually being applied in the app's calculate_ptc function +Verify that the ACA reform parameters are applied by PolicyEngine. """ from policyengine_us import Simulation from policyengine_core.reforms import Reform @@ -102,4 +102,4 @@ print(f"\nExpected from notebook: Baseline=$0, Reform=$2,899") cliff_test = ptc_baseline_400 == 0 and abs(ptc_reform_400 - 2899) < 50 -print(f"\n✓ Cliff test: {'PASS' if cliff_test else 'FAIL'}") \ No newline at end of file +print(f"\n✓ Cliff test: {'PASS' if cliff_test else 'FAIL'}") diff --git a/tests/test_show_errors.py b/tests/test_show_errors.py deleted file mode 100644 index 42c5388..0000000 --- a/tests/test_show_errors.py +++ /dev/null @@ -1,35 +0,0 @@ -"""Show actual errors in the app.""" -import sys -sys.path.insert(0, '.') - -from streamlit.testing.v1 import AppTest - - -def show_errors(): - """Show errors in the app.""" - at = AppTest.from_file("app.py") - at.run() - - print("=== ERRORS ===") - for element in at.main: - if hasattr(element, 'value') and 'Error' in str(type(element).__name__): - print(f"Error: {element.value}") - if hasattr(element, 'body'): - print(f"Body: {element.body}") - - # Try to access error blocks differently - errors = [e for e in at.main if 'Error' in str(type(e).__name__)] - print(f"\nFound {len(errors)} errors") - - for i, error in enumerate(errors): - print(f"\nError {i+1}:") - print(dir(error)) - if hasattr(error, 'value'): - print(f" Value: {error.value}") - if hasattr(error, 'message'): - print(f" Message: {error.message}") - if hasattr(error, 'icon'): - print(f" Icon: {error.icon}") - -if __name__ == "__main__": - show_errors() diff --git a/tests/test_streamlit_app.py b/tests/test_streamlit_app.py deleted file mode 100644 index 2ea82da..0000000 --- a/tests/test_streamlit_app.py +++ /dev/null @@ -1,58 +0,0 @@ -"""Test Streamlit app execution.""" -import sys -sys.path.insert(0, '.') - -from streamlit.testing.v1 import AppTest - - -def test_app_runs(): - """Test that the app runs without errors.""" - at = AppTest.from_file("app.py") - - # Run the app - at.run() - - # Check that there are no exceptions - assert not at.exception, f"App raised exception: {at.exception}" - - print("✓ App loads without errors") - - -def test_sidebar_exists(): - """Test that sidebar is rendered.""" - at = AppTest.from_file("app.py") - at.run() - - # Check sidebar exists - assert len(at.sidebar) > 0, "Sidebar should exist" - - print("✓ Sidebar exists") - - -def test_basic_calculation(): - """Test basic calculation flow.""" - at = AppTest.from_file("app.py") - at.run() - - # Set values in sidebar - at.sidebar.selectbox[0].select("Single") # Filing status - at.sidebar.number_input[0].set_value(35) # Age - at.sidebar.number_input[1].set_value(0) # Number of dependents - at.sidebar.number_input[2].set_value(50000) # Income - at.sidebar.selectbox[1].select("TX") # State - - # Click calculate button - at.sidebar.button[0].click() - at.run() - - # Check that results are displayed - assert not at.exception, f"Calculation raised exception: {at.exception}" - - print("✓ Basic calculation works") - - -if __name__ == "__main__": - test_app_runs() - test_sidebar_exists() - test_basic_calculation() - print("\n✅ All Streamlit tests passed!") diff --git a/tests/test_unique_chart_keys.py b/tests/test_unique_chart_keys.py deleted file mode 100644 index f6895aa..0000000 --- a/tests/test_unique_chart_keys.py +++ /dev/null @@ -1,43 +0,0 @@ -"""Test that all plotly_chart elements have unique keys.""" - -import re - - -def test_all_plotly_charts_have_unique_keys(): - """Verify all st.plotly_chart calls have unique key parameters.""" - with open("app.py", "r") as f: - content = f.read() - - # Find all st.plotly_chart calls - # Pattern matches: st.plotly_chart(...) including multiline - pattern = r'st\.plotly_chart\([^)]+(?:\n[^)]+)*\)' - matches = re.findall(pattern, content) - - print(f"\nFound {len(matches)} st.plotly_chart calls") - - keys = [] - missing_keys = [] - - for i, match in enumerate(matches): - # Look for key= parameter - key_match = re.search(r'key\s*=\s*["\']([^"\']+)["\']', match) - if key_match: - key = key_match.group(1) - keys.append(key) - print(f" Chart {i+1}: key='{key}'") - 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