120 lines
3.8 KiB
TypeScript
120 lines
3.8 KiB
TypeScript
import { HOUR, MINUTE } from "@core/lib";
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import type { Snapshots } from "./index";
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const getDataIntervalMins = (interval: number) => {
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if (interval >= 6 * HOUR) {
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return 6 * 60;
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}
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else if (interval >= 1 * HOUR) {
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return 60;
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}
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else if (interval >= 15 * MINUTE) {
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return 15;
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}
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else if (interval >= 5 * MINUTE) {
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return 5;
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}
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return 1;
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}
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export const processSnapshots = (snapshots: Snapshots | null, timeRangeHours: number = 14 * 24) => {
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if (!snapshots || snapshots.length === 0) {
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return [];
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}
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const sortedSnapshots = [...snapshots].sort(
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(a, b) => new Date(a.createdAt).getTime() - new Date(b.createdAt).getTime(),
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);
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const oldestDate = new Date(sortedSnapshots[0].createdAt);
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const targetStartTime = new Date(new Date().getTime() - timeRangeHours * HOUR);
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const startTime = oldestDate > targetStartTime ? oldestDate : targetStartTime;
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const hourlyTimePoints: Date[] = [];
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const currentTime = new Date(sortedSnapshots[sortedSnapshots.length - 1].createdAt);
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const timeDiff = currentTime.getTime() - startTime.getTime();
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const length = sortedSnapshots.filter((s) => new Date(s.createdAt) >= startTime).length;
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const avgInterval = timeDiff / length;
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const dataIntervalMins = getDataIntervalMins(avgInterval);
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for (let time = new Date(startTime); time <= currentTime; time.setMinutes(time.getMinutes() + dataIntervalMins)) {
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hourlyTimePoints.push(new Date(time));
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}
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const processedData = hourlyTimePoints
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.map((timePoint) => {
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const previousSnapshots = sortedSnapshots.filter((s) => new Date(s.createdAt) <= timePoint);
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const nextSnapshots = sortedSnapshots.filter((s) => new Date(s.createdAt) >= timePoint);
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const previousSnapshot = previousSnapshots[previousSnapshots.length - 1];
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const nextSnapshot = nextSnapshots[0];
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if (!previousSnapshot && !nextSnapshot) {
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return null;
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}
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if (previousSnapshot && new Date(previousSnapshot.createdAt).getTime() === timePoint.getTime()) {
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return {
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createdAt: timePoint.toISOString(),
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views: previousSnapshot.views,
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likes: previousSnapshot.likes || 0,
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favorites: previousSnapshot.favorites || 0,
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coins: previousSnapshot.coins || 0,
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danmakus: previousSnapshot.danmakus || 0,
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};
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}
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if (previousSnapshot && !nextSnapshot) {
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return {
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createdAt: timePoint.toISOString(),
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views: previousSnapshot.views,
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likes: previousSnapshot.likes || 0,
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favorites: previousSnapshot.favorites || 0,
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coins: previousSnapshot.coins || 0,
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danmakus: previousSnapshot.danmakus || 0,
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};
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}
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if (!previousSnapshot && nextSnapshot) {
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return {
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createdAt: timePoint.toISOString(),
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views: nextSnapshot.views,
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likes: nextSnapshot.likes || 0,
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favorites: nextSnapshot.favorites || 0,
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coins: nextSnapshot.coins || 0,
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danmakus: nextSnapshot.danmakus || 0,
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};
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}
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const prevTime = new Date(previousSnapshot.createdAt).getTime();
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const nextTime = new Date(nextSnapshot.createdAt).getTime();
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const currentTime = timePoint.getTime();
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const ratio = (currentTime - prevTime) / (nextTime - prevTime);
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return {
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createdAt: timePoint.toISOString(),
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views: Math.round(previousSnapshot.views + (nextSnapshot.views - previousSnapshot.views) * ratio),
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likes: Math.round(
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(previousSnapshot.likes || 0) + ((nextSnapshot.likes || 0) - (previousSnapshot.likes || 0)) * ratio,
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),
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favorites: Math.round(
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(previousSnapshot.favorites || 0) +
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((nextSnapshot.favorites || 0) - (previousSnapshot.favorites || 0)) * ratio,
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),
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coins: Math.round(
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(previousSnapshot.coins || 0) + ((nextSnapshot.coins || 0) - (previousSnapshot.coins || 0)) * ratio,
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),
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danmakus: Math.round(
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(previousSnapshot.danmakus || 0) +
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((nextSnapshot.danmakus || 0) - (previousSnapshot.danmakus || 0)) * ratio,
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),
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};
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})
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.filter((d) => d !== null);
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return processedData;
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}; |