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backfill current conditions with the last few observations when needed close #158
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@@ -13,6 +13,7 @@ import {
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} from './utils/units.mjs';
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import { debugFlag } from './utils/debug.mjs';
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import { isDataStale, enhanceObservationWithMapClick } from './utils/mapclick.mjs';
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import { DateTime } from '../vendor/auto/luxon.mjs';
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// some stations prefixed do not provide all the necessary data
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const skipStations = ['U', 'C', 'H', 'W', 'Y', 'T', 'S', 'M', 'O', 'L', 'A', 'F', 'B', 'N', 'V', 'R', 'D', 'E', 'I', 'G', 'J'];
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@@ -49,7 +50,7 @@ class CurrentWeather extends WeatherDisplay {
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// eslint-disable-next-line no-await-in-loop
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candidateObservation = await safeJson(`${station.id}/observations`, {
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data: {
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limit: 2, // we need the two most recent observations to calculate pressure direction
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limit: 5, // we need the two most recent observations to calculate pressure direction, and to back fill any missing data
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},
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retryCount: 3,
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stillWaiting: () => this.stillWaiting(),
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@@ -266,7 +267,7 @@ const parseData = (data) => {
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const kilometersConverter = distanceKilometers();
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const pressureConverter = pressure();
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const observations = data.features[0].properties;
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const observations = backfill(data.features);
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// values from api are provided in metric
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data.observations = observations;
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data.Temperature = temperatureConverter(observations.temperature.value);
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@@ -306,6 +307,46 @@ const parseData = (data) => {
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return data;
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};
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// default to the latest data in the provided observations, but use older data if something is missing
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const backfill = (data) => {
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// make easy to use timestamps
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const sortedData = data.map((observation) => {
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observation.timestamp = DateTime.fromISO(observation.properties.timestamp);
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return observation;
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});
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// sort by timestamp with [0] being the earliest
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sortedData.sort((a, b) => b.timestamp - a.timestamp);
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// create the result data
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const result = {};
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// backfill each property
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Object.keys(sortedData[0].properties).forEach((key) => {
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// qualify the key (must have value)
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if (Object.hasOwn(sortedData[0].properties[key], 'value')) {
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// backfill this property
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result[key] = backfillProperty(sortedData, key);
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} else {
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// use the property as is
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result[key] = sortedData[0].properties[key];
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}
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});
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return result;
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};
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// return the property with a value closest to the [0] index
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// reduce returns the first non-null value in the array
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const backfillProperty = (data, key) => data.reduce(
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(prev, cur) => {
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const curValue = cur.properties?.[key]?.value;
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if (prev.value === null && curValue !== null && curValue !== undefined) return cur.properties[key];
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return prev;
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},
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{ value: null }, // null is the default provided by the api
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);
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const display = new CurrentWeather(1, 'current-weather');
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registerDisplay(display);
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