Save model predictions for a variety of scenarios for later analysis.

microCOVID · Jan 26, 2023 · 097b77e · 097b77e
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diff --git a/.gitignore b/.gitignore
@@ -48,3 +48,6 @@ __pycache__/
 
 # emacs
 \#*
+
+# test output
+computed_scenarios.json
diff --git a/src/data/__tests__/scenarios.test.ts b/src/data/__tests__/scenarios.test.ts
@@ -0,0 +1,369 @@
+import fs from 'fs'
+
+import { CalculatorData, calculate, sanitizeData } from '../calculate'
+
+export const scenarios: {
+  [key: string]: Partial<CalculatorData>
+} = {
+  underconstrained_3_person: {
+    riskProfile: 'undefined',
+    interaction: 'oneTime',
+    personCount: 3,
+    symptomsChecked: 'undefined',
+
+    setting: 'undefined',
+    distance: 'undefined',
+    duration: 60,
+    theirMask: 'undefined',
+    yourMask: 'undefined',
+    voice: 'undefined',
+    scenarioName: 'underconstrained_3_person',
+  },
+
+  outdoorMasked2: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 2,
+    symptomsChecked: 'no',
+
+    setting: 'outdoor',
+    distance: 'normal',
+    duration: 60,
+    theirMask: 'basic',
+    yourMask: 'basic',
+    voice: 'normal',
+    scenarioName: 'outdoorMasked2',
+  },
+
+  indoorUnmasked2: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 2,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'normal',
+    duration: 60,
+    theirMask: 'none',
+    yourMask: 'none',
+    voice: 'normal',
+    scenarioName: 'indoorUnmasked2',
+  },
+
+  '1person_15minCarRide': {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 1,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'normal',
+    duration: 15,
+    theirMask: 'none',
+    yourMask: 'none',
+    voice: 'normal',
+    scenarioName: '1person_15minCarRide',
+  },
+
+  oneNightStand: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 1,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'intimate',
+    duration: 600,
+    theirMask: 'none',
+    yourMask: 'none',
+    voice: 'normal',
+    scenarioName: 'oneNightStand',
+  },
+
+  liveInPartner_noContacts: {
+    riskProfile: 'livingAlone',
+    interaction: 'partner',
+    personCount: 1,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'intimate',
+    duration: 600,
+    theirMask: 'none',
+    yourMask: 'none',
+    voice: 'normal',
+    scenarioName: 'liveInPartner_noContacts',
+  },
+
+  '60minShopping': {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 5,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'sixFt',
+    duration: 60,
+    theirMask: 'basic',
+    yourMask: 'basic',
+    voice: 'silent',
+    scenarioName: '60minShopping',
+  },
+
+  '60minShoppingFew': {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 3,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'sixFt',
+    duration: 60,
+    theirMask: 'basic',
+    yourMask: 'basic',
+    voice: 'silent',
+    scenarioName: '60minShoppingFew',
+  },
+
+  '60minShoppingCrowded': {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 10,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'sixFt',
+    duration: 60,
+    theirMask: 'basic',
+    yourMask: 'basic',
+    voice: 'silent',
+    scenarioName: '60minShoppingCrowded',
+  },
+
+  planeRide: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 41,
+    symptomsChecked: 'no',
+
+    setting: 'plane',
+    distance: 'sixFt',
+    duration: 360,
+    theirMask: 'basic',
+    yourMask: 'basic',
+    voice: 'silent',
+    scenarioName: 'planeRide',
+  },
+
+  planeRideMiddleSeatEmpty: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 20,
+    symptomsChecked: 'no',
+
+    setting: 'plane',
+    distance: 'sixFt',
+    duration: 360,
+    theirMask: 'basic',
+    yourMask: 'basic',
+    voice: 'silent',
+    scenarioName: 'planeRideMiddleSeatEmpty',
+  },
+
+  restaurantOutdoors: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 15,
+    symptomsChecked: 'no',
+
+    setting: 'outdoor',
+    distance: 'sixFt',
+    duration: 90,
+    theirMask: 'none',
+    yourMask: 'none',
+    voice: 'normal',
+    scenarioName: 'restaurantOutdoors',
+  },
+
+  restaurantIndoors: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 15,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'sixFt',
+    duration: 90,
+    theirMask: 'none',
+    yourMask: 'none',
+    voice: 'normal',
+    scenarioName: 'restaurantIndoors',
+  },
+
+  bar: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 15,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'sixFt',
+    duration: 120,
+    theirMask: 'none',
+    yourMask: 'none',
+    voice: 'loud',
+    scenarioName: 'bar',
+  },
+
+  largeOutdoorParty: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 80,
+    symptomsChecked: 'no',
+
+    setting: 'outdoor',
+    distance: 'normal',
+    duration: 180,
+    theirMask: 'basic',
+    yourMask: 'basic',
+    voice: 'normal',
+    scenarioName: 'largeOutdoorParty',
+  },
+
+  smallIndoorParty25: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 25,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'normal',
+    duration: 180,
+    theirMask: 'none',
+    yourMask: 'none',
+    voice: 'normal',
+    theirVaccine: 'undefined',
+    scenarioName: 'smallIndoorParty25',
+  },
+
+  outdoorMaskedWithCovidPositive: {
+    riskProfile: 'hasCovid',
+    interaction: 'oneTime',
+    personCount: 1,
+    symptomsChecked: 'no',
+
+    setting: 'outdoor',
+    distance: 'normal',
+    duration: 60,
+    theirMask: 'basic',
+    yourMask: 'basic',
+    voice: 'normal',
+    scenarioName: 'outdoorMaskedWithCovidPositive',
+  },
+
+  indoorUnmaskedWithCovidPositive: {
+    riskProfile: 'hasCovid',
+    interaction: 'oneTime',
+    personCount: 1,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'normal',
+    duration: 60,
+    theirMask: 'none',
+    yourMask: 'none',
+    voice: 'normal',
+    scenarioName: 'indoorUnmaskedWithCovidPositive',
+  },
+
+  votingInPerson: {
+    riskProfile: 'average',
+    interaction: 'oneTime',
+    personCount: 2,
+    symptomsChecked: 'no',
+
+    setting: 'indoor',
+    distance: 'sixFt',
+    duration: 10,
+    theirMask: 'basic',
+    yourMask: 'basic',
+    voice: 'silent',
+    scenarioName: 'votingInPerson',
+  },
+}
+
+export const locations: {
+  [key: string]: Partial<CalculatorData>
+} = {
+  cook_county_2022_12_21: {
+    useManualEntry: 0,
+    topLocation: 'US_17',
+    subLocation: 'US_17031',
+    subSubLocation: '',
+    population: '5,150,233',
+    casesPastWeek: 9438,
+    casesIncreasingPercentage: 12.5,
+    positiveCasePercentage: 7.2,
+    percentFullyVaccinated: 75,
+    unvaccinatedPrevalenceRatio: 1,
+    averageFullyVaccinatedMultiplier: 1,
+  },
+}
+
+export const vaccinations: {
+  [key: string]: Partial<CalculatorData>
+} = {
+  your_3_pfizer_their_vax: {
+    yourVaccineType: 'pfizer',
+    yourVaccineDoses: 3,
+    theirVaccine: 'vaccinated',
+  },
+  unvaccinated: {
+    yourVaccineType: '',
+    yourVaccineDoses: 0,
+    theirVaccine: 'unvaccinated',
+  },
+  your_3_pfizer_theirs_unknown: {
+    yourVaccineType: 'pfizer',
+    yourVaccineDoses: 3,
+    theirVaccine: 'undefined',
+  },
+}
+
+describe('dump scenarios to disk for further analysis', () => {
+  it('dump scenarios to disk for further analysis', () => {
+    const results = []
+    for (const scenario in scenarios) {
+      for (const vaccination in vaccinations) {
+        for (const loc in locations) {
+          const data = {
+            ...scenarios[scenario],
+            ...vaccinations[vaccination],
+            ...locations[loc],
+          }
+          const sanitized = sanitizeData(data, false)
+          const result = calculate(sanitized)
+          const row = {
+            scenario: scenario,
+            vaccination: vaccination,
+            loc: loc,
+            data: data,
+            sanitized: sanitized,
+            result: result,
+          }
+          results.push(row)
+        }
+      }
+    }
+    let fd
+
+    try {
+      fd = fs.openSync('computed_scenarios.json', 'w')
+      fs.appendFileSync(fd, JSON.stringify(results, null, 2), 'utf-8')
+    } finally {
+      if (fd !== undefined) {
+        fs.closeSync(fd)
+      }
+    }
+  })
+})