236 lines
8.1 KiB
TypeScript
236 lines
8.1 KiB
TypeScript
import { HOUR, MINUTE } from "@core/lib";
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import type { Snapshots } from "./index";
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export interface MilestoneAchievement {
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milestone: number;
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milestoneName: string;
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achievedAt: string;
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views: number;
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timeTaken?: string;
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}
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const getDataIntervalMins = (interval: number, timeRangeHours?: number) => {
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if (!timeRangeHours || timeRangeHours > 90 * 24) {
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return 24 * 60;
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} else if (interval >= 6 * HOUR) {
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return 6 * 60;
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} else if (interval >= 1 * HOUR) {
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return 60;
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} else if (interval >= 15 * MINUTE) {
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return 15;
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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 = (
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snapshotTimestamps: (Exclude<Snapshots, null>[number] & { timestamp: number })[] | null,
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timeRangeHours?: number,
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timeOffsetHours: number = 0,
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) => {
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if (!snapshotTimestamps || snapshotTimestamps.length === 0) {
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return [];
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}
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const oldestTimestamp = snapshotTimestamps[0].timestamp;
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const newestTimestamp = snapshotTimestamps[snapshotTimestamps.length - 1].timestamp;
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const targetEndTime = timeRangeHours ? newestTimestamp - timeOffsetHours * HOUR : newestTimestamp;
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const targetStartTime = timeRangeHours ? targetEndTime - timeRangeHours * HOUR : oldestTimestamp;
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const startTime = Math.max(oldestTimestamp, targetStartTime);
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const endTime = targetEndTime;
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const beforeRangeSnapshots = snapshotTimestamps.filter((s) => s.timestamp < startTime);
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const afterRangeSnapshots = snapshotTimestamps.filter((s) => s.timestamp > endTime);
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const closestBefore =
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beforeRangeSnapshots.length > 0 ? beforeRangeSnapshots[beforeRangeSnapshots.length - 1] : null;
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const closestAfter = afterRangeSnapshots.length > 0 ? afterRangeSnapshots[0] : null;
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const relevantSnapshots = snapshotTimestamps.filter((s) => s.timestamp >= startTime && s.timestamp <= endTime);
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if (relevantSnapshots.length === 0) {
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if (!closestBefore && !closestAfter) {
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return [];
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}
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if (closestBefore && !closestAfter) {
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return [createSnapshotData(startTime, closestBefore)];
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}
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if (!closestBefore && closestAfter) {
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return [createSnapshotData(startTime, closestAfter)];
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}
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if (closestBefore && closestAfter) {
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const timeDiff = closestAfter.timestamp - closestBefore.timestamp;
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const ratio = (startTime - closestBefore.timestamp) / timeDiff;
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return [createInterpolatedSnapshot(startTime, closestBefore, closestAfter, ratio)];
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}
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}
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const timeDiff = endTime - startTime;
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const avgInterval = timeDiff / Math.max(relevantSnapshots.length, 1);
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const dataIntervalMins = getDataIntervalMins(avgInterval, timeRangeHours);
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const dataIntervalMs = dataIntervalMins * 60 * 1000;
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const hourlyTimePoints: number[] = [];
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for (let time = startTime; time <= endTime; time += dataIntervalMs) {
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hourlyTimePoints.push(time);
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}
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let snapshotIndex = 0;
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const processedData = [];
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for (const timePoint of hourlyTimePoints) {
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while (snapshotIndex < relevantSnapshots.length - 1 && relevantSnapshots[snapshotIndex].timestamp < timePoint) {
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snapshotIndex++;
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}
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const currentSnapshot = relevantSnapshots[snapshotIndex];
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const prevSnapshot = snapshotIndex > 0 ? relevantSnapshots[snapshotIndex - 1] : null;
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let result = null;
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if (currentSnapshot && currentSnapshot.timestamp === timePoint) {
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result = createSnapshotData(timePoint, currentSnapshot);
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} else if (prevSnapshot && currentSnapshot && prevSnapshot.timestamp <= timePoint) {
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const ratio = (timePoint - prevSnapshot.timestamp) / (currentSnapshot.timestamp - prevSnapshot.timestamp);
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result = createInterpolatedSnapshot(timePoint, prevSnapshot, currentSnapshot, ratio);
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} else if (!prevSnapshot && currentSnapshot && currentSnapshot.timestamp >= timePoint) {
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result = createSnapshotData(timePoint, currentSnapshot);
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} else if (
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snapshotIndex === relevantSnapshots.length - 1 &&
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currentSnapshot &&
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currentSnapshot.timestamp <= timePoint
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) {
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result = createSnapshotData(timePoint, currentSnapshot);
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} else {
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if (closestBefore && closestAfter) {
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const timeDiff = closestAfter.timestamp - closestBefore.timestamp;
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const ratio = (timePoint - closestBefore.timestamp) / timeDiff;
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result = createInterpolatedSnapshot(timePoint, closestBefore, closestAfter, ratio);
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} else if (closestBefore) {
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result = createSnapshotData(timePoint, closestBefore);
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} else if (closestAfter) {
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result = createSnapshotData(timePoint, closestAfter);
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}
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}
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if (result) {
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processedData.push(result);
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}
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}
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return processedData;
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};
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const createSnapshotData = (timestamp: number, snapshot: any) => ({
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createdAt: new Date(timestamp).toISOString(),
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views: snapshot.views,
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likes: snapshot.likes || 0,
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favorites: snapshot.favorites || 0,
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coins: snapshot.coins || 0,
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danmakus: snapshot.danmakus || 0,
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});
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const createInterpolatedSnapshot = (timestamp: number, prev: any, next: any, ratio: number) => ({
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createdAt: new Date(timestamp).toISOString(),
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views: Math.round(prev.views + (next.views - prev.views) * ratio),
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likes: Math.round((prev.likes || 0) + ((next.likes || 0) - (prev.likes || 0)) * ratio),
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favorites: Math.round((prev.favorites || 0) + ((next.favorites || 0) - (prev.favorites || 0)) * ratio),
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coins: Math.round((prev.coins || 0) + ((next.coins || 0) - (prev.coins || 0)) * ratio),
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danmakus: Math.round((prev.danmakus || 0) + ((next.danmakus || 0) - (prev.danmakus || 0)) * ratio),
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});
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export const detectMilestoneAchievements = (
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snapshots: Snapshots | null,
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publishedAt?: string,
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): MilestoneAchievement[] => {
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if (!snapshots || snapshots.length < 2) {
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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 milestones = [100000, 1000000, 10000000];
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const milestoneNames = ["殿堂", "传说", "神话"];
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const achievements: MilestoneAchievement[] = [];
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const earliestAchievements = new Map<number, MilestoneAchievement>();
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for (let i = 1; i < sortedSnapshots.length; i++) {
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const prevSnapshot = sortedSnapshots[i - 1];
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const currentSnapshot = sortedSnapshots[i];
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const prevTime = new Date(prevSnapshot.createdAt).getTime();
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const currentTime = new Date(currentSnapshot.createdAt).getTime();
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const timeDiff = currentTime - prevTime;
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if (timeDiff <= 10 * 60 * 1000) {
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for (let j = 0; j < milestones.length; j++) {
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const milestone = milestones[j];
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const milestoneName = milestoneNames[j];
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if (prevSnapshot.views < milestone && currentSnapshot.views >= milestone) {
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const ratio = (milestone - prevSnapshot.views) / (currentSnapshot.views - prevSnapshot.views);
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const milestoneTime = new Date(prevTime + ratio * timeDiff);
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const achievement: MilestoneAchievement = {
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milestone,
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milestoneName,
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achievedAt: milestoneTime.toISOString(),
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views: milestone,
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};
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if (
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!earliestAchievements.has(milestone) ||
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new Date(achievement.achievedAt) < new Date(earliestAchievements.get(milestone)!.achievedAt)
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) {
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earliestAchievements.set(milestone, achievement);
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}
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}
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if (prevSnapshot.views === milestone || currentSnapshot.views === milestone) {
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const exactSnapshot = prevSnapshot.views === milestone ? prevSnapshot : currentSnapshot;
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const achievement: MilestoneAchievement = {
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milestone,
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milestoneName,
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achievedAt: exactSnapshot.createdAt,
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views: milestone,
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};
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if (
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!earliestAchievements.has(milestone) ||
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new Date(achievement.achievedAt) < new Date(earliestAchievements.get(milestone)!.achievedAt)
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) {
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earliestAchievements.set(milestone, achievement);
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}
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}
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}
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}
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}
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const achievementsWithTime = Array.from(earliestAchievements.values()).sort((a, b) => a.milestone - b.milestone);
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if (publishedAt) {
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const publishTime = new Date(publishedAt).getTime();
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for (const achievement of achievementsWithTime) {
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const achievementTime = new Date(achievement.achievedAt).getTime();
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const timeDiffMs = achievementTime - publishTime;
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const days = Math.floor(timeDiffMs / (1000 * 60 * 60 * 24));
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const hours = Math.floor((timeDiffMs % (1000 * 60 * 60 * 24)) / (1000 * 60 * 60));
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const minutes = Math.floor((timeDiffMs % (1000 * 60 * 60)) / (1000 * 60));
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achievement.timeTaken = `${days} 天 ${hours} 时 ${minutes} 分`;
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}
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}
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return achievementsWithTime;
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};
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