fix: missing navigator object in server-side

improve: style

.gitattributes

@@ -0,0 +1 @@
+*.woff2 filter=lfs diff=lfs merge=lfs -text

.gitignore

@@ -68,12 +68,9 @@ package-lock.json
 .env.production.local
 .env.local
 
-# Fresh build directory
-_fresh/
 # npm dependencies
 node_modules/
 
-
 # project specific
 logs/
 __pycache__
@@ -85,3 +82,6 @@ ml/data/
 ml/filter/checkpoints
 scripts
 model/
+
+
+.astro

.idea/.gitignore

@@ -7,3 +7,4 @@
 /dataSources/
 /dataSources.local.xml
 dataSources.xml
+MarsCodeWorkspaceAppSettings.xml

.idea/cvsa.iml

@@ -14,6 +14,18 @@
       <excludeFolder url="file://$MODULE_DIR$/logs" />
       <excludeFolder url="file://$MODULE_DIR$/model" />
       <excludeFolder url="file://$MODULE_DIR$/src/db" />
+      <excludeFolder url="file://$MODULE_DIR$/.idea" />
+      <excludeFolder url="file://$MODULE_DIR$/.vscode" />
+      <excludeFolder url="file://$MODULE_DIR$/.zed" />
+      <excludeFolder url="file://$MODULE_DIR$/packages/frontend/.astro" />
+      <excludeFolder url="file://$MODULE_DIR$/scripts" />
+      <excludeFolder url="file://$MODULE_DIR$/.astro" />
+      <excludeFolder url="file://$MODULE_DIR$/ml/pred/checkpoints" />
+      <excludeFolder url="file://$MODULE_DIR$/ml/pred/observed" />
+      <excludeFolder url="file://$MODULE_DIR$/ml/pred/runs" />
+      <excludeFolder url="file://$MODULE_DIR$/packages/backend/logs" />
+      <excludeFolder url="file://$MODULE_DIR$/packages/core/net/logs" />
+      <excludeFolder url="file://$MODULE_DIR$/packages/crawler/logs" />
     </content>
     <orderEntry type="inheritedJdk" />
     <orderEntry type="sourceFolder" forTests="false" />

.idea/deno.xml

@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="DenoSettings">
+    <option name="denoInit" value="{&#10;  &quot;enable&quot;: true,&#10;  &quot;lint&quot;: true,&#10;  &quot;unstable&quot;: true,&#10;  &quot;importMap&quot;: &quot;import_map.json&quot;,&#10;  &quot;config&quot;: &quot;deno.json&quot;,&#10;  &quot;fmt&quot;: {&#10;    &quot;useTabs&quot;: true,&#10;    &quot;lineWidth&quot;: 120,&#10;    &quot;indentWidth&quot;: 4,&#10;    &quot;semiColons&quot;: true,&#10;    &quot;proseWrap&quot;: &quot;always&quot;&#10;  }&#10;}" />
+  </component>
+</project>

.idea/inspectionProfiles/Project_Default.xml

@@ -1,7 +1,30 @@
 <component name="InspectionProjectProfileManager">
   <profile version="1.0">
     <option name="myName" value="Project Default" />
+    <option name="scopesOrder">
+      <list>
+        <option value="Astro" />
+        <option value="All Changed Files" />
+        <option value="Open Files" />
+        <option value="Project Files" />
+        <option value="Scratches and Consoles" />
+        <option value="Tests" />
+      </list>
+    </option>
+    <inspection_tool class="ES6UnusedImports" enabled="true" level="WARNING" enabled_by_default="true">
+      <scope name="Astro" level="INFORMATION" enabled="false" editorAttributes="INFORMATION_ATTRIBUTES" />
+    </inspection_tool>
     <inspection_tool class="GrazieInspection" enabled="false" level="GRAMMAR_ERROR" enabled_by_default="false" />
+    <inspection_tool class="HtmlUnknownAttribute" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="myValues">
+        <value>
+          <list size="1">
+            <item index="0" class="java.lang.String" itemvalue="autocorrect" />
+          </list>
+        </value>
+      </option>
+      <option name="myCustomValuesEnabled" value="true" />
+    </inspection_tool>
     <inspection_tool class="LanguageDetectionInspection" enabled="false" level="WARNING" enabled_by_default="false" />
     <inspection_tool class="SpellCheckingInspection" enabled="false" level="TYPO" enabled_by_default="false">
       <option name="processCode" value="true" />

.idea/scopes/Astro.xml

@@ -0,0 +1,3 @@
+<component name="DependencyValidationManager">
+  <scope name="Astro" pattern="file:*.astro" />
+</component>

.tokeignore

@@ -4,3 +4,5 @@ data
 *.txt
 *.md
 *config*
+Inter.css
+MiSans.css

deno.json

@@ -16,7 +16,6 @@
 	"imports": {
 		"@astrojs/node": "npm:@astrojs/node@^9.1.3",
 		"@astrojs/svelte": "npm:@astrojs/svelte@^7.0.8",
-		"@core/db/": "./packages/core/db/",
 		"date-fns": "npm:date-fns@^4.1.0"
 	}
 }

doc/en/SUMMARY.md

@@ -1,21 +1,21 @@
 # Table of contents
 
-- [Welcome](README.md)
+* [Welcome](README.md)
 
 ## About
 
-- [About CVSA Project](about/this-project.md)
-- [Scope of Inclusion](about/scope-of-inclusion.md)
+* [About CVSA Project](about/this-project.md)
+* [Scope of Inclusion](about/scope-of-inclusion.md)
 
 ## Architecure
 
 * [Overview](architecure/overview.md)
+* [Crawler](architecure/crawler.md)
 * [Database Structure](architecure/database-structure/README.md)
   * [Type of Song](architecure/database-structure/type-of-song.md)
-* [Message Queue](architecure/message-queue.md)
 * [Artificial Intelligence](architecure/artificial-intelligence.md)
 
 ## API Doc
 
-- [Catalog](api-doc/catalog.md)
-- [Songs](api-doc/songs.md)
+* [Catalog](api-doc/catalog.md)
+* [Songs](api-doc/songs.md)

doc/en/about/scope-of-inclusion.md

@@ -7,23 +7,34 @@ For a **song**, it must meet the following conditions to be included in CVSA:
 
 ### Category 30
 
-In principle, the songs must be featured in a video that is categorized under the VOCALOID·UTAU (ID 30) category in [Bilibili](https://en.wikipedia.org/wiki/Bilibili) in order to be observed by our [automation program](../architecure/overview.md#crawler). We welcome editors to manually add songs that have not been uploaded to bilibili / categorized under this category.
+In principle, the songs must be featured in a video that is categorized under the VOCALOID·UTAU (ID 30) category in
+[Bilibili](https://en.wikipedia.org/wiki/Bilibili) in order to be observed by our
+[automation program](../architecure/overview.md#crawler). We welcome editors to manually add songs that have not been
+uploaded to bilibili / categorized under this category.
 
 #### NEWS
 
-Recently, Bilibili seems to be offlining the sub-category. This means the VOCALOID·UTAU category can no longer be entered from the frontend, and producers can no longer upload videos to this category (instead, they can only choose the parent category "Music"). 
+Recently, Bilibili seems to be offlining the sub-category. This means the VOCALOID·UTAU category can no longer be
+entered from the frontend, and producers can no longer upload videos to this category (instead, they can only choose the
+parent category "Music"). 
 
-According to our experiments, Bilibili still retains the code logic of sub-categories in the backend, and newly published songs may still be in the VOCALOID·UTAU sub-category, and the related APIs can still work normally. However, there are [reports](https://www.bilibili.com/opus/1041223385394184199) that some of the new songs have been placed under the "Music General" sub-category.\
-We are still waiting for Bilibili's follow-up actions, and in the future, we may adjust the scope of our automated program's crawling.
+According to our experiments, Bilibili still retains the code logic of sub-categories in the backend, and newly
+published songs may still be in the VOCALOID·UTAU sub-category, and the related APIs can still work normally. However,
+there are [reports](https://www.bilibili.com/opus/1041223385394184199) that some of the new songs have been placed under
+the "Music General" sub-category.\
+We are still waiting for Bilibili's follow-up actions, and in the future, we may adjust the scope of our automated
+program's crawling.
 
 ### At Leats One Line of Chinese / Chinese Virtual Singer
 
-The lyrics of the song must contain at least one line in Chinese. Otherwise, if the lyrics of the song do not contain Chinese,  it will only be included in the CVSA only if a Chinese virtual singer has been used.
+The lyrics of the song must contain at least one line in Chinese. Otherwise, if the lyrics of the song do not contain
+Chinese, it will only be included in the CVSA only if a Chinese virtual singer has been used.
 
 We define a **Chinese virtual singer** as follows:
 
 1. The singer primarily uses Chinese voicebank (i.e. the most widely used voickbank for the singer is Chinese)
-2. The singer is operated by a company, organization, individual or group located in Mainland China, Hong Kong, Macau or Taiwan.
+2. The singer is operated by a company, organization, individual or group located in Mainland China, Hong Kong, Macau or
+   Taiwan.
 
 ### Using Vocal Synthesizer
 

doc/en/architecure/artificial-intelligence.md

@@ -9,10 +9,13 @@ The AI ​​systems we currently use are:
 Located at `/filter/` under project root dir, it classifies a video in the
 [category 30](../about/scope-of-inclusion.md#category-30) into the following categories:
 
-* 0: Not related to Chinese vocal synthesis
-* 1: A original song with Chinese vocal synthesis
-* 2: A cover/remix song with Chinese vocal synthesis
+- 0: Not related to Chinese vocal synthesis
+- 1: A original song with Chinese vocal synthesis
+- 2: A cover/remix song with Chinese vocal synthesis
 
 ### The Predictor
 
-Located at `/pred/`under the project root dir, it predicts the future views of a video. This is a regression model that takes historical view trends of a video, other contextual information (such as the current time), and future time points to be predicted as feature inputs, and outputs the increment in the video's view count from "now" to the specified future time point.
+Located at `/pred/`under the project root dir, it predicts the future views of a video. This is a regression model that
+takes historical view trends of a video, other contextual information (such as the current time), and future time points
+to be predicted as feature inputs, and outputs the increment in the video's view count from "now" to the specified
+future time point.

doc/en/architecure/crawler.md

@@ -0,0 +1,4 @@
+# Crawler
+
+A central aspect of CVSA's technical design is its emphasis on automation. The data collection process within the `crawler` is orchestrated using a message queue powered by [BullMQ](https://bullmq.io/). This enables concurrent processing of various tasks involved in the data lifecycle. State management and data persistence are handled by a combination of Redis for caching and real-time data, and PostgreSQL as the primary database.
+

doc/en/architecure/database-structure/README.md

@@ -5,10 +5,11 @@ CVSA uses [PostgreSQL](https://www.postgresql.org/) as our database.
 All public data of CVSA (excluding users' personal data) is stored in a database named `cvsa_main`, which contains the
 following tables:
 
-* songs: stores the main information of songs
-* bili\_user: stores snapshots of Bilibili user information
-* all\_data: metadata of all videos in [category 30](../../about/scope-of-inclusion.md#category-30).
-* labelling\_result: Contains label of videos in `all_data`tagged by our [AI system](../artificial-intelligence.md#the-filter).
-* video\_snapshot: Statistical data of videos that are fetched regularly (e.g., number of views, etc.), we call this fetch process as "snapshot".
-* snapshot\_schedule: The scheduling information for video snapshots.
-
+- songs: stores the main information of songs
+- bili\_user: stores snapshots of Bilibili user information
+- all\_data: metadata of all videos in [category 30](../../about/scope-of-inclusion.md#category-30).
+- labelling\_result: Contains label of videos in `all_data`tagged by our
+  [AI system](../artificial-intelligence.md#the-filter).
+- video\_snapshot: Statistical data of videos that are fetched regularly (e.g., number of views, etc.), we call this
+  fetch process as "snapshot".
+- snapshot\_schedule: The scheduling information for video snapshots.

doc/en/architecure/message-queue.md

@@ -1,7 +0,0 @@
-# Message Queue
-
-We rely on message queues to manage the various tasks that [the cralwer ](overview.md#crawler)needs to perform.
-
-### Code Path
-
-Currently, the code related to message queues are located at `lib/mq` and `src`.

doc/en/architecure/overview.md

@@ -14,14 +14,29 @@ layout:
 
 # Overview
 
-The whole CVSA system can be sperate into three different parts:
+The CVSA is a [monorepo](https://en.wikipedia.org/wiki/Monorepo) codebase, mainly using TypeScript as the development language. With [Deno workspace](https://docs.deno.com/runtime/fundamentals/workspaces/), the major part of the codebase is under `packages/`. 
 
-* Frontend
-* API
-* Crawler
+**Project structure:**
 
-The frontend is driven by [Astro](https://astro.build/) and is used to display the final CVSA page. The API is driven by [Hono](https://hono.dev) and is used to query the database and provide REST/GraphQL APIs that can be called by out website, applications, or third parties. The crawler is our automatic data collector, used to automatically collect new songs from bilibili, track their statistics, etc.
+```
+cvsa
+├── deno.json
+├── packages
+│   ├── backend
+│   ├── core
+│   ├── crawler
+│   └── frontend
+└── README.md
+```
+
+**Package Breakdown:**
+
+* **`backend`**: This package houses the server-side logic, built with the [Hono](https://hono.dev/) web framework. It's responsible for interacting with the database and exposing data through REST and GraphQL APIs for consumption by the frontend, internal applications, and third-party developers.
+* **`frontend`**: The user-facing web interface of CVSA is developed using [Astro](https://astro.build/). This package handles the presentation layer, displaying information fetched from the database.
+* **`crawler`**: This automated data collection system is a key component of CVSA. It's designed to automatically discover and gather new song data from bilibili, as well as track relevant statistics over time.
+* **`core`**: This package contains reusable and generic code that is utilized across multiple workspaces within the CVSA monorepo.
 
 ### Crawler
 
-Automation is the biggest highlight of CVSA's technical design. To achieve this, we use a message queue powered by [BullMQ](https://bullmq.io/) to concurrently process various tasks in the data collection life cycle.
+Automation is the biggest highlight of CVSA's technical design. The data collection process within the `crawler` is orchestrated using a message queue powered by [BullMQ](https://bullmq.io/). This enables concurrent processing of various tasks involved in the data collection lifecycle. State management and data persistence are handled by a combination of Redis for caching and real-time data, and PostgreSQL as the primary database.
+

doc/zh/.gitbook/assets/1.yaml

@@ -0,0 +1,106 @@
+openapi: 3.0.0
+info:
+  title: CVSA API
+  version: v1
+
+servers:
+  - url: https://api.projectcvsa.com
+
+paths:
+  /video/{id}/snapshots:
+    get:
+      summary: 获取视频快照列表
+      description: 根据视频 ID 获取视频的快照列表。视频 ID 可以是以 "av" 开头的数字，以 "BV" 开头的 12 位字母数字，或者一个正整数。
+      parameters:
+        - in: path
+          name: id
+          required: true
+          schema:
+            type: string
+          description: "视频 ID (如: av78977256, BV1KJ411C7CW, 78977256)"
+        - in: query
+          name: ps
+          schema:
+            type: integer
+            minimum: 1
+          description: 每页返回的快照数量 (pageSize)，默认为 1000。
+        - in: query
+          name: pn
+          schema:
+            type: integer
+            minimum: 1
+          description: 页码 (pageNumber)，用于分页查询。offset 与 pn 只能选择一个。
+        - in: query
+          name: offset
+          schema:
+            type: integer
+            minimum: 1
+          description: 偏移量，用于基于偏移量的查询。offset 与 pn 只能选择一个。
+        - in: query
+          name: reverse
+          schema:
+            type: boolean
+          description: 是否反向排序（从旧到新），默认为 false。
+      responses:
+        '200':
+          description: 成功获取快照列表
+          content:
+            application/json:
+              schema:
+                type: array
+                items:
+                  type: object
+                  properties:
+                    id:
+                      type: integer
+                      description: 快照 ID
+                    aid:
+                      type: integer
+                      description: 视频的 av 号
+                    views:
+                      type: integer
+                      description: 视频播放量
+                    coins:
+                      type: integer
+                      description: 视频投币数
+                    likes:
+                      type: integer
+                      description: 视频点赞数
+                    favorites:
+                      type: integer
+                      description: 视频收藏数
+                    shares:
+                      type: integer
+                      description: 视频分享数
+                    danmakus:
+                      type: integer
+                      description: 视频弹幕数
+                    replies:
+                      type: integer
+                      description: 视频评论数
+        '400':
+          description: 无效的查询参数
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  message:
+                    type: string
+                    description: 错误消息
+                  errors:
+                    type: object
+                    description: 详细的错误信息
+        '500':
+          description: 服务器内部错误
+          content:
+            application/json:
+              schema:
+                type: object
+                properties:
+                  message:
+                    type: string
+                    description: 错误消息
+                  error:
+                    type: object
+                    description: 详细的错误信息

doc/zh/SUMMARY.md

@@ -1,22 +1,22 @@
 # Table of contents
 
-- [欢迎](README.md)
+* [欢迎](README.md)
 
 ## 关于 <a href="#about" id="about"></a>
 
-- [关于本项目](about/this-project.md)
-- [收录范围](about/scope-of-inclusion.md)
+* [关于本项目](about/this-project.md)
+* [收录范围](about/scope-of-inclusion.md)
 
 ## 技术架构 <a href="#architecture" id="architecture"></a>
 
-* [概览](architecture/overview.md)
-* [数据库结构](architecture/database-structure/README.md)
-  * [歌曲类型](architecture/database-structure/type-of-song.md)
-* [人工智能](architecture/artificial-intelligence.md)
-* [消息队列](architecture/message-queue/README.md)
-  * [LatestVideosQueue 队列](architecture/message-queue/latestvideosqueue-dui-lie.md)
+- [概览](architecture/overview.md)
+- [数据库结构](architecture/database-structure/README.md)
+  - [歌曲类型](architecture/database-structure/type-of-song.md)
+- [人工智能](architecture/artificial-intelligence.md)
+- [消息队列](architecture/message-queue/README.md)
+  - [LatestVideosQueue 队列](architecture/message-queue/latestvideosqueue-dui-lie.md)
 
 ## API 文档 <a href="#api-doc" id="api-doc"></a>
 
-- [目录](api-doc/catalog.md)
-- [歌曲](api-doc/songs.md)
+* [目录](api-doc/catalog.md)
+* [视频快照](api-doc/video-snapshot.md)

doc/zh/api-doc/catalog.md

@@ -1,3 +1,4 @@
 # 目录
 
-- [歌曲](songs.md)
+* [视频快照](video-snapshot.md)
+

doc/zh/api-doc/songs.md

@@ -1,3 +0,0 @@
-# 歌曲
-
-暂未实现。

doc/zh/api-doc/video-snapshot.md

@@ -0,0 +1,6 @@
+# 视频快照
+
+{% openapi src="../.gitbook/assets/1.yaml" path="/video/{id}/snapshots" method="get" %}
+[1.yaml](../.gitbook/assets/1.yaml)
+{% endopenapi %}
+

doc/zh/architecture/database-structure/README.md

@@ -2,13 +2,14 @@
 
 CVSA 使用 [PostgreSQL](https://www.postgresql.org/) 作为数据库。
 
+CVSA 设计了两个
+
 CVSA 的所有公开数据（不包括用户的个人数据）都存储在名为 `cvsa_main` 的数据库中，该数据库包含以下表：
 
-* songs：存储歌曲的主要信息
-* bilibili\_user：存储 Bilibili 用户信息快照
-* bilibili\_metadata：[分区 30](../../about/scope-of-inclusion.md#vocaloiduatu-fen-qu) 中所有视频的元数据
-* labelling\_result：包含由我们的 AI 系统 标记的 `all_data` 中视频的标签。
-* latest\_video\_snapshot：存储视频最新的快照
-* video\_snapshot：存储视频的快照，包括特定时间下视频的统计信息（播放量、点赞数等）
-* snapshot\_schedule：视频快照的规划信息，为辅助表
-
+- songs：存储歌曲的主要信息
+- bilibili\_user：存储 Bilibili 用户信息快照
+- bilibili\_metadata：[分区 30](../../about/scope-of-inclusion.md#vocaloiduatu-fen-qu) 中所有视频的元数据
+- labelling\_result：包含由我们的 AI 系统 标记的 `all_data` 中视频的标签。
+- latest\_video\_snapshot：存储视频最新的快照
+- video\_snapshot：存储视频的快照，包括特定时间下视频的统计信息（播放量、点赞数等）
+- snapshot\_schedule：视频快照的规划信息，为辅助表

doc/zh/architecture/message-queue/latestvideosqueue-dui-lie.md

@@ -1,2 +1 @@
 # LatestVideosQueue 队列
-

doc/zh/architecture/overview.md

@@ -20,8 +20,7 @@ layout:
 
 位于项目目录`packages/crawler` 下，它负责以下工作：
 
-* 抓取新的视频并收录作品
-* 持续监控视频的播放量等统计信息
+- 抓取新的视频并收录作品
+- 持续监控视频的播放量等统计信息
 
 整个 crawler 由 BullMQ 消息队列驱动，使用 Redis 和 PostgreSQL 管理状态。
-

packages/backend/deno.json

@@ -5,6 +5,8 @@
 		"hono": "jsr:@hono/hono@^4.7.5",
 		"zod": "npm:zod",
 		"yup": "npm:yup",
+		"@core/": "../core/",
+		"log/": "../core/log/",
 		"@crawler/net/videoInfo": "../crawler/net/getVideoInfo.ts",
 		"ioredis": "npm:ioredis"
 	},

packages/backend/root.ts

@@ -3,10 +3,10 @@ import { VERSION } from "./main.ts";
 import { createHandlers } from "./utils.ts";
 
 export const rootHandler = createHandlers((c) => {
-	let singer: Singer | Singer[] | null = null;
+	let singer: Singer | Singer[];
 	const shouldShowSpecialSinger = Math.random() < 0.016;
 	if (getSingerForBirthday().length !== 0) {
-		singer = getSingerForBirthday();
+		singer = JSON.parse(JSON.stringify(getSingerForBirthday())) as Singer[];
 		for (const s of singer) {
 			delete s.birthday;
 			s.message = `祝${s.name}生日快乐~`;

packages/backend/videoInfo.ts

@@ -1,14 +1,14 @@
-import type { Context } from "hono";
-import { createHandlers } from "./utils.ts";
-import type { BlankEnv, BlankInput } from "hono/types";
+import logger from "log/logger.ts";
+import { Redis } from "ioredis";
 import { number, ValidationError } from "yup";
+import { createHandlers } from "./utils.ts";
 import { getVideoInfo, getVideoInfoByBV } from "@crawler/net/videoInfo";
 import { idSchema } from "./snapshots.ts";
-import type { VideoInfoData } from "../crawler/net/bilibili.d.ts";
-import { Redis } from "ioredis";
-import { NetSchedulerError } from "../crawler/mq/scheduler.ts";
-import logger from "../crawler/log/logger.ts";
+import { NetSchedulerError } from "@core/net/delegate.ts";
+import type { Context } from "hono";
 import type { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import type { BlankEnv, BlankInput } from "hono/types";
+import type { VideoInfoData } from "@core/net/bilibili.d.ts";
 
 const redis = new Redis({ maxRetriesPerRequest: null });
 const CACHE_EXPIRATION_SECONDS = 60;
@@ -38,7 +38,6 @@ async function insertVideoSnapshot(client: Client, data: VideoInfoData) {
 	logger.log(`Inserted into snapshot for video ${aid} by videoInfo API.`, "api", "fn:insertVideoSnapshot");
 }
 
-
 export const videoInfoHandler = createHandlers(async (c: ContextType) => {
 	const client = c.get("db");
 	try {

packages/core/db/videoSnapshot.ts

@@ -1,33 +1,62 @@
-import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
-import { VideoSnapshotType } from "@core/db/schema.d.ts";
+import type { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import type { VideoSnapshotType } from "./schema.d.ts";
 
-export async function getVideoSnapshots(client: Client, aid: number, limit: number, pageOrOffset: number, reverse: boolean, mode: 'page' | 'offset' = 'page') {
-    const offset = mode === 'page' ? (pageOrOffset - 1) * limit : pageOrOffset;
-    const order = reverse ? 'ASC' : 'DESC';
-    const query = `
+export async function getVideoSnapshots(
+	client: Client,
+	aid: number,
+	limit: number,
+	pageOrOffset: number,
+	reverse: boolean,
+	mode: "page" | "offset" = "page",
+) {
+	const offset = mode === "page" ? (pageOrOffset - 1) * limit : pageOrOffset;
+	const queryDesc: string = `
         SELECT *
         FROM video_snapshot
         WHERE aid = $1
-        ORDER BY created_at ${order}
+        ORDER BY created_at DESC
         LIMIT $2
         OFFSET $3
     `;
+	const queryAsc: string = `
+        SELECT *
+        FROM video_snapshot
+        WHERE aid = $1
+        ORDER BY created_at
+        LIMIT $2 OFFSET $3
+    `;
+	const query = reverse ? queryAsc : queryDesc;
 	const queryResult = await client.queryObject<VideoSnapshotType>(query, [aid, limit, offset]);
 	return queryResult.rows;
 }
 
-export async function getVideoSnapshotsByBV(client: Client, bv: string, limit: number, pageOrOffset: number, reverse: boolean, mode: 'page' | 'offset' = 'page') {
-    const offset = mode === 'page' ? (pageOrOffset - 1) * limit : pageOrOffset;
-    const order = reverse ? 'ASC' : 'DESC';
-    const query = `
+export async function getVideoSnapshotsByBV(
+	client: Client,
+	bv: string,
+	limit: number,
+	pageOrOffset: number,
+	reverse: boolean,
+	mode: "page" | "offset" = "page",
+) {
+	const offset = mode === "page" ? (pageOrOffset - 1) * limit : pageOrOffset;
+	const queryAsc = `
         SELECT vs.*
         FROM video_snapshot vs
         JOIN bilibili_metadata bm ON vs.aid = bm.aid
         WHERE bm.bvid = $1
-        ORDER BY vs.created_at ${order}
+        ORDER BY vs.created_at
         LIMIT $2
         OFFSET $3
-    `
+    `;
+	const queryDesc: string = `
+        SELECT *
+        FROM video_snapshot vs
+        JOIN bilibili_metadata bm ON vs.aid = bm.aid
+        WHERE bm.bvid = $1
+        ORDER BY vs.created_at DESC
+        LIMIT $2 OFFSET $3
+    `;
+	const query = reverse ? queryAsc : queryDesc;
 	const queryResult = await client.queryObject<VideoSnapshotType>(query, [bv, limit, offset]);
 	return queryResult.rows;
 }

packages/core/deno.json

@@ -0,0 +1,12 @@
+{
+	"name": "@cvsa/core",
+	"exports": "./main.ts",
+	"imports": {
+		"ioredis": "npm:ioredis",
+		"log/": "./log/",
+		"db/": "./db/",
+		"$std/": "https://deno.land/std@0.216.0/",
+		"mq/": "./mq/",
+		"chalk": "npm:chalk"
+	}
+}

packages/core/log/logger.ts

@@ -1,5 +1,5 @@
 import winston, { format, transports } from "npm:winston";
-import { TransformableInfo } from "npm:logform";
+import type { TransformableInfo } from "npm:logform";
 import chalk from "chalk";
 
 const customFormat = format.printf((info: TransformableInfo) => {

packages/core/main.ts

@@ -0,0 +1 @@
+export const DB_VERSION = 10;

packages/core/mq/rateLimiter.ts

@@ -1,4 +1,4 @@
-import { SlidingWindow } from "mq/slidingWindow.ts";
+import { SlidingWindow } from "./slidingWindow.ts";
 
 export interface RateLimiterConfig {
 	window: SlidingWindow;

packages/core/net/delegate.ts

@@ -1,5 +1,5 @@
 import logger from "log/logger.ts";
-import { RateLimiter, RateLimiterConfig } from "mq/rateLimiter.ts";
+import { RateLimiter, type RateLimiterConfig } from "mq/rateLimiter.ts";
 import { SlidingWindow } from "mq/slidingWindow.ts";
 import { redis } from "db/redis.ts";
 import Redis from "ioredis";
@@ -19,7 +19,7 @@ interface ProxiesMap {
 	[name: string]: Proxy;
 }
 
-type NetSchedulerErrorCode =
+type NetworkDelegateErrorCode =
 	| "NO_PROXY_AVAILABLE"
 	| "PROXY_RATE_LIMITED"
 	| "PROXY_NOT_FOUND"
@@ -28,9 +28,9 @@ type NetSchedulerErrorCode =
 	| "ALICLOUD_PROXY_ERR";
 
 export class NetSchedulerError extends Error {
-	public code: NetSchedulerErrorCode;
+	public code: NetworkDelegateErrorCode;
 	public rawError: unknown | undefined;
-	constructor(message: string, errorCode: NetSchedulerErrorCode, rawError?: unknown) {
+	constructor(message: string, errorCode: NetworkDelegateErrorCode, rawError?: unknown) {
 		super(message);
 		this.name = "NetSchedulerError";
 		this.code = errorCode;
@@ -59,7 +59,7 @@ function shuffleArray<T>(array: T[]): T[] {
 	return newArray;
 }
 
-class NetScheduler {
+class NetworkDelegate {
 	private proxies: ProxiesMap = {};
 	private providerLimiters: LimiterMap = {};
 	private proxyLimiters: OptionalLimiterMap = {};
@@ -69,23 +69,6 @@ class NetScheduler {
 		this.proxies[proxyName] = { type, data };
 	}
 
-	removeProxy(proxyName: string): void {
-		if (!this.proxies[proxyName]) {
-			throw new Error(`Proxy ${proxyName} not found`);
-		}
-		delete this.proxies[proxyName];
-		// Clean up associated limiters
-		this.cleanupProxyLimiters(proxyName);
-	}
-
-	private cleanupProxyLimiters(proxyName: string): void {
-		for (const limiterId in this.proxyLimiters) {
-			if (limiterId.startsWith(`proxy-${proxyName}`)) {
-				delete this.proxyLimiters[limiterId];
-			}
-		}
-	}
-
 	addTask(taskName: string, provider: string, proxies: string[] | "all"): void {
 		this.tasks[taskName] = { provider, proxies };
 	}
@@ -217,8 +200,7 @@ class NetScheduler {
 			const providerLimiterId = "provider-" + proxyName + "-" + provider;
 			if (!this.proxyLimiters[proxyLimiterId]) {
 				const providerLimiter = this.providerLimiters[providerLimiterId];
-				const providerAvailable = await providerLimiter.getAvailability();
-				return providerAvailable;
+				return await providerLimiter.getAvailability();
 			}
 			const proxyLimiter = this.proxyLimiters[proxyLimiterId];
 			const providerLimiter = this.providerLimiters[providerLimiterId];
@@ -281,6 +263,7 @@ class NetScheduler {
 			const out = decoder.decode(output.stdout);
 			const rawData = JSON.parse(out);
 			if (rawData.statusCode !== 200) {
+				// noinspection ExceptionCaughtLocallyJS
 				throw new NetSchedulerError(
 					`Error proxying ${url} to ali-fc region ${region}, code: ${rawData.statusCode}.`,
 					"ALICLOUD_PROXY_ERR",
@@ -290,12 +273,12 @@ class NetScheduler {
 			}
 		} catch (e) {
 			logger.error(e as Error, "net", "fn:alicloudFcRequest");
-			throw new NetSchedulerError(`Unhandled error: Cannot proxy ${url} to ali-fc.`, "ALICLOUD_PROXY_ERR", e);
+			throw new NetSchedulerError(`Unhandled error: Cannot proxy ${url} to ali-fc-${region}.`, "ALICLOUD_PROXY_ERR", e);
 		}
 	}
 }
 
-const netScheduler = new NetScheduler();
+const networkDelegate = new NetworkDelegate();
 const videoInfoRateLimiterConfig: RateLimiterConfig[] = [
 	{
 		window: new SlidingWindow(redis, 0.3),
@@ -369,14 +352,14 @@ but both should come after addProxy and addTask to ensure proper setup and depen
 */
 
 const regions = ["shanghai", "hangzhou", "qingdao", "beijing", "zhangjiakou", "chengdu", "shenzhen", "hohhot"];
-netScheduler.addProxy("native", "native", "");
+networkDelegate.addProxy("native", "native", "");
 for (const region of regions) {
-	netScheduler.addProxy(`alicloud-${region}`, "alicloud-fc", region);
+	networkDelegate.addProxy(`alicloud-${region}`, "alicloud-fc", region);
 }
-netScheduler.addTask("getVideoInfo", "bilibili", "all");
-netScheduler.addTask("getLatestVideos", "bilibili", "all");
-netScheduler.addTask("snapshotMilestoneVideo", "bilibili", regions.map((region) => `alicloud-${region}`));
-netScheduler.addTask("snapshotVideo", "bili_test", [
+networkDelegate.addTask("getVideoInfo", "bilibili", "all");
+networkDelegate.addTask("getLatestVideos", "bilibili", "all");
+networkDelegate.addTask("snapshotMilestoneVideo", "bilibili", regions.map((region) => `alicloud-${region}`));
+networkDelegate.addTask("snapshotVideo", "bili_test", [
 	"alicloud-qingdao",
 	"alicloud-shanghai",
 	"alicloud-zhangjiakou",
@@ -384,7 +367,7 @@ netScheduler.addTask("snapshotVideo", "bili_test", [
 	"alicloud-shenzhen",
 	"alicloud-hohhot",
 ]);
-netScheduler.addTask("bulkSnapshot", "bili_strict", [
+networkDelegate.addTask("bulkSnapshot", "bili_strict", [
 	"alicloud-qingdao",
 	"alicloud-shanghai",
 	"alicloud-zhangjiakou",
@@ -392,13 +375,13 @@ netScheduler.addTask("bulkSnapshot", "bili_strict", [
 	"alicloud-shenzhen",
 	"alicloud-hohhot",
 ]);
-netScheduler.setTaskLimiter("getVideoInfo", videoInfoRateLimiterConfig);
-netScheduler.setTaskLimiter("getLatestVideos", null);
-netScheduler.setTaskLimiter("snapshotMilestoneVideo", null);
-netScheduler.setTaskLimiter("snapshotVideo", null);
-netScheduler.setTaskLimiter("bulkSnapshot", null);
-netScheduler.setProviderLimiter("bilibili", biliLimiterConfig);
-netScheduler.setProviderLimiter("bili_test", bili_test);
-netScheduler.setProviderLimiter("bili_strict", bili_strict);
+networkDelegate.setTaskLimiter("getVideoInfo", videoInfoRateLimiterConfig);
+networkDelegate.setTaskLimiter("getLatestVideos", null);
+networkDelegate.setTaskLimiter("snapshotMilestoneVideo", null);
+networkDelegate.setTaskLimiter("snapshotVideo", null);
+networkDelegate.setTaskLimiter("bulkSnapshot", null);
+networkDelegate.setProviderLimiter("bilibili", biliLimiterConfig);
+networkDelegate.setProviderLimiter("bili_test", bili_test);
+networkDelegate.setProviderLimiter("bili_strict", bili_strict);
 
-export default netScheduler;
+export default networkDelegate;

packages/crawler/db/bilibili_metadata.ts

@@ -1,5 +1,5 @@
 import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
-import { AllDataType, BiliUserType } from "db/schema.d.ts";
+import { AllDataType, BiliUserType } from "@core/db/schema";
 import Akari from "ml/akari.ts";
 
 export async function videoExistsInAllData(client: Client, aid: number) {

packages/crawler/db/init.ts

@@ -1,5 +1,5 @@
 import { Pool } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
-import { postgresConfig } from "@core/db/pgConfig.ts";
+import { postgresConfig } from "@core/db/pgConfig";
 
 const pool = new Pool(postgresConfig, 12);
 

packages/crawler/db/schema.d.ts

@@ -1,55 +0,0 @@
-export interface AllDataType {
-	id: number;
-	aid: number;
-	bvid: string | null;
-	description: string | null;
-	uid: number | null;
-	tags: string | null;
-	title: string | null;
-	published_at: string | null;
-	duration: number;
-	created_at: string | null;
-}
-
-export interface BiliUserType {
-	id: number;
-	uid: number;
-	username: string;
-	desc: string;
-	fans: number;
-}
-
-export interface VideoSnapshotType {
-	id: number;
-	created_at: string;
-	views: number;
-	coins: number;
-	likes: number;
-	favorites: number;
-	shares: number;
-	danmakus: number;
-	aid: bigint;
-	replies: number;
-}
-
-export interface LatestSnapshotType {
-	aid: number;
-	time: number;
-	views: number;
-	danmakus: number;
-	replies: number;
-	likes: number;
-	coins: number;
-	shares: number;
-	favorites: number;
-}
-
-export interface SnapshotScheduleType {
-	id: number;
-	aid: number;
-	type?: string;
-	created_at: string;
-	started_at?: string;
-	finished_at?: string;
-	status: string;
-}

packages/crawler/db/snapshot.ts

@@ -1,15 +1,20 @@
 import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
-import { LatestSnapshotType } from "db/schema.d.ts";
+import { LatestSnapshotType } from "@core/db/schema";
+import { SnapshotNumber } from "mq/task/getVideoStats.ts";
 
 export async function getVideosNearMilestone(client: Client) {
 	const queryResult = await client.queryObject<LatestSnapshotType>(`
         SELECT ls.*
         FROM latest_video_snapshot ls
-        INNER JOIN
-             songs s ON ls.aid = s.aid
-			 AND s.deleted = false
+                 RIGHT JOIN songs ON songs.aid = ls.aid
+        WHERE
+            (views >= 50000 AND views < 100000) OR
+            (views >= 900000 AND views < 1000000) OR
+            (views >= 9900000 AND views < 10000000)
+        UNION
+        SELECT ls.*
+        FROM latest_video_snapshot ls
         WHERE
-            s.deleted = false AND
             (views >= 90000 AND views < 100000) OR
             (views >= 900000 AND views < 1000000) OR
             (views >= 9900000 AND views < 10000000)
@@ -22,7 +27,7 @@ export async function getVideosNearMilestone(client: Client) {
 	});
 }
 
-export async function getLatestVideoSnapshot(client: Client, aid: number): Promise<null | LatestSnapshotType> {
+export async function getLatestVideoSnapshot(client: Client, aid: number): Promise<null | SnapshotNumber> {
 	const queryResult = await client.queryObject<LatestSnapshotType>(
 		`
 	    SELECT *

packages/crawler/db/snapshotSchedule.ts

@@ -1,18 +1,17 @@
 import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
-import { formatTimestampToPsql } from "utils/formatTimestampToPostgre.ts";
-import { SnapshotScheduleType } from "./schema.d.ts";
+import { SnapshotScheduleType } from "@core/db/schema";
 import logger from "log/logger.ts";
 import { MINUTE } from "$std/datetime/constants.ts";
-import { redis } from "db/redis.ts";
+import { redis } from "@core/db/redis.ts";
 import { Redis } from "ioredis";
+import {parseTimestampFromPsql} from "../utils/formatTimestampToPostgre.ts";
 
 const REDIS_KEY = "cvsa:snapshot_window_counts";
 
 function getCurrentWindowIndex(): number {
 	const now = new Date();
 	const minutesSinceMidnight = now.getHours() * 60 + now.getMinutes();
-	const currentWindow = Math.floor(minutesSinceMidnight / 5);
-	return currentWindow;
+	return Math.floor(minutesSinceMidnight / 5);
 }
 
 export async function refreshSnapshotWindowCounts(client: Client, redisClient: Redis) {
@@ -71,6 +70,14 @@ export async function videoHasActiveSchedule(client: Client, aid: number) {
 	return res.rows.length > 0;
 }
 
+export async function videoHasActiveScheduleWithType(client: Client, aid: number, type: string) {
+	const res = await client.queryObject<{ status: string }>(
+		`SELECT status FROM snapshot_schedule WHERE aid = $1 AND (status = 'pending' OR status = 'processing') AND type = $2`,
+		[aid, type],
+	);
+	return res.rows.length > 0;
+}
+
 export async function videoHasProcessingSchedule(client: Client, aid: number) {
 	const res = await client.queryObject<{ status: string }>(
 		`SELECT status FROM snapshot_schedule WHERE aid = $1 AND status = 'processing'`,
@@ -162,22 +169,18 @@ export async function getLatestSnapshot(client: Client, aid: number): Promise<Sn
 	};
 }
 
-/*
- * Returns the number of snapshot schedules within the specified range.
- * @param client The database client.
- * @param start The start time of the range. (Timestamp in milliseconds)
- * @param end The end time of the range. (Timestamp in milliseconds)
- */
-export async function getSnapshotScheduleCountWithinRange(client: Client, start: number, end: number) {
-	const startTimeString = formatTimestampToPsql(start);
-	const endTimeString = formatTimestampToPsql(end);
-	const query = `
-		SELECT COUNT(*) FROM snapshot_schedule
-		WHERE started_at BETWEEN $1 AND $2
-		AND status = 'pending'
-	`;
-	const res = await client.queryObject<{ count: number }>(query, [startTimeString, endTimeString]);
-	return res.rows[0].count;
+export async function getLatestActiveScheduleWithType(client: Client, aid: number, type: string) {
+	const query: string = `
+		SELECT *
+		FROM snapshot_schedule
+		WHERE aid = $1
+		  AND type = $2 
+		  AND (status = 'pending' OR status = 'processing')
+		ORDER BY started_at DESC
+		LIMIT 1
+	`
+	const res = await client.queryObject<SnapshotScheduleType>(query, [aid, type]);
+	return res.rows[0];
 }
 
 /*
@@ -193,10 +196,28 @@ export async function scheduleSnapshot(
 	targetTime: number,
 	force: boolean = false,
 ) {
-	if (await videoHasActiveSchedule(client, aid) && !force) return;
 	let adjustedTime = new Date(targetTime);
+	const hashActiveSchedule = await videoHasActiveScheduleWithType(client, aid, type);
+	if (type == "milestone" && hashActiveSchedule) {
+		const latestActiveSchedule = await getLatestActiveScheduleWithType(client, aid, type);
+		const latestScheduleStartedAt = new Date(parseTimestampFromPsql(latestActiveSchedule.started_at!));
+		if (latestScheduleStartedAt > adjustedTime) {
+			await client.queryObject(`
+                UPDATE snapshot_schedule
+                SET started_at = $1
+                WHERE id = $2
+			`, [adjustedTime, latestActiveSchedule.id]);
+			logger.log(
+				`Updated snapshot schedule for ${aid} at ${adjustedTime.toISOString()}`,
+				"mq",
+				"fn:scheduleSnapshot",
+			);
+			return;
+		}
+	}
+	if (hashActiveSchedule && !force) return;
 	if (type !== "milestone" && type !== "new") {
-		adjustedTime = await adjustSnapshotTime(new Date(targetTime), 1000, redis);
+		adjustedTime = await adjustSnapshotTime(new Date(targetTime), 2000, redis);
 	}
 	logger.log(`Scheduled snapshot for ${aid} at ${adjustedTime.toISOString()}`, "mq", "fn:scheduleSnapshot");
 	return client.queryObject(
@@ -227,7 +248,7 @@ export async function adjustSnapshotTime(
 
 	const initialOffset = currentWindow + Math.max(targetOffset, 0);
 
-	let timePerIteration = 0;
+	let timePerIteration: number;
 	const MAX_ITERATIONS = 2880;
 	let iters = 0;
 	const t = performance.now();
@@ -286,8 +307,14 @@ export async function getBulkSnapshotsInNextSecond(client: Client) {
 	const query = `
         SELECT *
         FROM snapshot_schedule
-		WHERE started_at <= NOW() + INTERVAL '15 seconds' AND status = 'pending' AND type = 'normal'
-		ORDER BY started_at
+        WHERE (started_at <= NOW() + INTERVAL '15 seconds')
+          AND status = 'pending'
+          AND (type = 'normal' OR type = 'archive')
+        ORDER BY CASE
+                     WHEN type = 'normal' THEN 1
+                     WHEN type = 'archive' THEN 2
+                     END,
+                 started_at
         LIMIT 1000;
 	`;
 	const res = await client.queryObject<SnapshotScheduleType>(query, []);
@@ -318,3 +345,14 @@ export async function getVideosWithoutActiveSnapshotSchedule(client: Client) {
 	const res = await client.queryObject<{ aid: number }>(query, []);
 	return res.rows.map((r) => Number(r.aid));
 }
+
+export async function getAllVideosWithoutActiveSnapshotSchedule(client: Client) {
+	const query: string = `
+		SELECT s.aid
+		FROM bilibili_metadata s
+		LEFT JOIN snapshot_schedule ss ON s.aid = ss.aid AND (ss.status = 'pending' OR ss.status = 'processing')
+		WHERE ss.aid IS NULL
+	`;
+	const res = await client.queryObject<{ aid: number }>(query, []);
+	return res.rows.map((r) => Number(r.aid));
+}

packages/crawler/db/withConnection.ts

@@ -0,0 +1,32 @@
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import { db } from "db/init.ts";
+
+/**
+ * Executes a function with a database connection.
+ * @param operation The function that accepts the `client` as the parameter.
+ * @param errorHandling Optional function to handle errors.
+ * If no error handling function is provided, the error will be re-thrown.
+ * @param cleanup Optional function to execute after the operation.
+ * @returns The result of the operation or undefined if an error occurred.
+ */
+export async function withDbConnection<T>(
+	operation: (client: Client) => Promise<T>,
+	errorHandling?: (error: unknown, client: Client) => void,
+	cleanup?: () => void,
+): Promise<T | undefined> {
+	const client = await db.connect();
+	try {
+		return await operation(client);
+	} catch (error) {
+		if (errorHandling) {
+			errorHandling(error, client);
+			return;
+		}
+		throw error;
+	} finally {
+		client.release();
+		if (cleanup) {
+			cleanup();
+		}
+	}
+}

packages/crawler/deno.json

@@ -12,7 +12,7 @@
 		"worker:filter": "deno run --env-file=.env --allow-env --allow-read --allow-ffi --allow-net --allow-write ./src/filterWorker.ts",
 		"adder": "deno run --env-file=.env --allow-env --allow-read --allow-ffi --allow-net ./src/jobAdder.ts",
 		"bullui": "deno run --allow-read --allow-env --allow-ffi --allow-net ./src/bullui.ts",
-		"all": "concurrently 'deno task worker:main' 'deno task adder' 'deno task bullui' 'deno task worker:filter'",
+		"all": "concurrently --restart-tries -1 'deno task worker:main' 'deno task adder' 'deno task bullui' 'deno task worker:filter'",
 		"test": "deno test ./test/ --allow-env --allow-ffi --allow-read --allow-net --allow-write --allow-run"
 	},
 	"lint": {
@@ -23,11 +23,13 @@
 	"imports": {
 		"@std/assert": "jsr:@std/assert@1",
 		"$std/": "https://deno.land/std@0.216.0/",
+		"@std/datetime": "jsr:@std/datetime@^0.225.4",
 		"@huggingface/transformers": "npm:@huggingface/transformers@3.0.0",
 		"bullmq": "npm:bullmq",
 		"mq/": "./mq/",
 		"db/": "./db/",
-		"log/": "./log/",
+		"@core/": "../core/",
+		"log/": "../core/log/",
 		"net/": "./net/",
 		"ml/": "./ml/",
 		"utils/": "./utils/",
@@ -37,7 +39,9 @@
 		"express": "npm:express",
 		"src/": "./src/",
 		"onnxruntime": "npm:onnxruntime-node@1.19.2",
-		"chalk": "npm:chalk"
+		"chalk": "npm:chalk",
+		"@core/db/schema": "../core/db/schema.d.ts",
+		"@core/db/pgConfig": "../core/db/pgConfig.ts"
 	},
 	"exports": "./main.ts"
 }

packages/crawler/main.ts

@@ -4,4 +4,4 @@
 // SO HERE'S A PLACHOLDER EXPORT FOR DENO:
 export const DENO = "FUCK YOU DENO";
 // Oh, maybe export the version is a good idea
-export const VERSION = "1.0.17";
+export const VERSION = "1.0.26";

packages/crawler/mq/exec/archiveSnapshots.ts

@@ -0,0 +1,40 @@
+import { Job } from "npm:bullmq@5.45.2";
+import { getAllVideosWithoutActiveSnapshotSchedule, scheduleSnapshot } from "db/snapshotSchedule.ts";
+import { withDbConnection } from "db/withConnection.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import logger from "log/logger.ts";
+import { lockManager } from "mq/lockManager.ts";
+import { getLatestVideoSnapshot } from "db/snapshot.ts";
+import { HOUR, MINUTE } from "$std/datetime/constants.ts";
+
+export const archiveSnapshotsWorker = async (_job: Job) =>
+	await withDbConnection<void>(async (client: Client) => {
+		const startedAt = Date.now();
+		if (await lockManager.isLocked("dispatchArchiveSnapshots")) {
+			logger.log("dispatchArchiveSnapshots is already running", "mq");
+			return;
+		}
+		await lockManager.acquireLock("dispatchArchiveSnapshots", 30 * 60);
+		const aids = await getAllVideosWithoutActiveSnapshotSchedule(client);
+		for (const rawAid of aids) {
+			const aid = Number(rawAid);
+			const latestSnapshot = await getLatestVideoSnapshot(client, aid);
+			const now = Date.now();
+			const lastSnapshotedAt = latestSnapshot?.time ?? now;
+			const interval = 168;
+			logger.log(
+				`Scheduled archive snapshot for aid ${aid} in ${interval} hours.`,
+				"mq",
+				"fn:archiveSnapshotsWorker",
+			);
+			const targetTime = lastSnapshotedAt + interval * HOUR;
+			await scheduleSnapshot(client, aid, "archive", targetTime);
+			if (now - startedAt > 250 * MINUTE) {
+				return;
+			}
+		}
+	}, (e) => {
+		logger.error(e as Error, "mq", "fn:archiveSnapshotsWorker");
+	}, async () => {
+		await lockManager.releaseLock("dispatchArchiveSnapshots");
+	});

packages/crawler/mq/exec/classifyVideo.ts

@@ -1,6 +1,6 @@
 import { Job } from "bullmq";
 import { db } from "db/init.ts";
-import { getUnlabelledVideos, getVideoInfoFromAllData, insertVideoLabel } from "db/allData.ts";
+import { getUnlabelledVideos, getVideoInfoFromAllData, insertVideoLabel } from "../../db/bilibili_metadata.ts";
 import Akari from "ml/akari.ts";
 import { ClassifyVideoQueue } from "mq/index.ts";
 import logger from "log/logger.ts";
@@ -8,7 +8,7 @@ import { lockManager } from "mq/lockManager.ts";
 import { aidExistsInSongs } from "db/songs.ts";
 import { insertIntoSongs } from "mq/task/collectSongs.ts";
 import { scheduleSnapshot } from "db/snapshotSchedule.ts";
-import { MINUTE } from "$std/datetime/constants.ts";
+import { MINUTE } from "@std/datetime";
 
 export const classifyVideoWorker = async (job: Job) => {
 	const client = await db.connect();

packages/crawler/mq/exec/collectSongs.ts

@@ -0,0 +1,9 @@
+import { Job } from "npm:bullmq@5.45.2";
+import { collectSongs } from "mq/task/collectSongs.ts";
+import { withDbConnection } from "db/withConnection.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+
+export const collectSongsWorker = (_job: Job): Promise<void> =>
+	withDbConnection(async (client: Client) => {
+		await collectSongs(client);
+	});

packages/crawler/mq/exec/dispatchMilestoneSnapshots.ts

@@ -0,0 +1,29 @@
+import { Job } from "npm:bullmq@5.45.2";
+import { withDbConnection } from "db/withConnection.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import { getVideosNearMilestone } from "db/snapshot.ts";
+import { getAdjustedShortTermETA } from "mq/scheduling.ts";
+import { truncate } from "utils/truncate.ts";
+import { scheduleSnapshot } from "db/snapshotSchedule.ts";
+import logger from "log/logger.ts";
+import { HOUR, MINUTE, SECOND } from "@std/datetime";
+
+export const dispatchMilestoneSnapshotsWorker = (_job: Job): Promise<void> =>
+	withDbConnection(async (client: Client) => {
+		const videos = await getVideosNearMilestone(client);
+		for (const video of videos) {
+			const aid = Number(video.aid);
+			const eta = await getAdjustedShortTermETA(client, aid);
+			if (eta > 144) continue;
+			const now = Date.now();
+			const scheduledNextSnapshotDelay = eta * HOUR;
+			const maxInterval = 1 * HOUR;
+			const minInterval = 1 * SECOND;
+			const delay = truncate(scheduledNextSnapshotDelay, minInterval, maxInterval);
+			const targetTime = now + delay;
+			await scheduleSnapshot(client, aid, "milestone", targetTime);
+			logger.log(`Scheduled milestone snapshot for aid ${aid} in ${(delay / MINUTE).toFixed(2)} mins.`, "mq");
+		}
+	}, (e) => {
+		logger.error(e as Error, "mq", "fn:dispatchMilestoneSnapshotsWorker");
+	});

packages/crawler/mq/exec/dispatchRegularSnapshots.ts

@@ -0,0 +1,39 @@
+import { Job } from "npm:bullmq@5.45.2";
+import { withDbConnection } from "db/withConnection.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import { getLatestVideoSnapshot } from "db/snapshot.ts";
+import { truncate } from "utils/truncate.ts";
+import { getVideosWithoutActiveSnapshotSchedule, scheduleSnapshot } from "db/snapshotSchedule.ts";
+import logger from "log/logger.ts";
+import { HOUR, MINUTE, WEEK } from "@std/datetime";
+import { lockManager } from "../lockManager.ts";
+import { getRegularSnapshotInterval } from "../task/regularSnapshotInterval.ts";
+
+export const dispatchRegularSnapshotsWorker = async (_job: Job): Promise<void> =>
+	await withDbConnection(async (client: Client) => {
+		const startedAt = Date.now();
+		if (await lockManager.isLocked("dispatchRegularSnapshots")) {
+			logger.log("dispatchRegularSnapshots is already running", "mq");
+			return;
+		}
+		await lockManager.acquireLock("dispatchRegularSnapshots", 30 * 60);
+
+		const aids = await getVideosWithoutActiveSnapshotSchedule(client);
+		for (const rawAid of aids) {
+			const aid = Number(rawAid);
+			const latestSnapshot = await getLatestVideoSnapshot(client, aid);
+			const now = Date.now();
+			const lastSnapshotedAt = latestSnapshot?.time ?? now;
+			const interval = await getRegularSnapshotInterval(client, aid);
+			logger.log(`Scheduled regular snapshot for aid ${aid} in ${interval} hours.`, "mq");
+			const targetTime = truncate(lastSnapshotedAt + interval * HOUR, now + 1, now + 100000 * WEEK);
+			await scheduleSnapshot(client, aid, "normal", targetTime);
+			if (now - startedAt > 25 * MINUTE) {
+				return;
+			}
+		}
+	}, (e) => {
+		logger.error(e as Error, "mq", "fn:regularSnapshotsWorker");
+	}, async () => {
+		await lockManager.releaseLock("dispatchRegularSnapshots");
+	});

packages/crawler/mq/exec/executors.ts

@@ -0,0 +1,10 @@
+export * from "mq/exec/getLatestVideos.ts";
+export * from "./getVideoInfo.ts";
+export * from "./collectSongs.ts";
+export * from "./takeBulkSnapshot.ts";
+export * from "./archiveSnapshots.ts";
+export * from "./dispatchMilestoneSnapshots.ts";
+export * from "./dispatchRegularSnapshots.ts";
+export * from "./snapshotVideo.ts";
+export * from "./scheduleCleanup.ts";
+export * from "./snapshotTick.ts";

packages/crawler/mq/exec/getLatestVideos.ts

@@ -1,37 +1,9 @@
 import { Job } from "bullmq";
 import { queueLatestVideos } from "mq/task/queueLatestVideo.ts";
-import { db } from "db/init.ts";
-import { insertVideoInfo } from "mq/task/getVideoDetails.ts";
-import { collectSongs } from "mq/task/collectSongs.ts";
+import { withDbConnection } from "db/withConnection.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
 
-export const getLatestVideosWorker = async (_job: Job): Promise<void> => {
-	const client = await db.connect();
-	try {
+export const getLatestVideosWorker = (_job: Job): Promise<void> =>
+	withDbConnection(async (client: Client) => {
 		await queueLatestVideos(client);
-	} finally {
-		client.release();
-	}
-};
-
-export const collectSongsWorker = async (_job: Job): Promise<void> => {
-	const client = await db.connect();
-	try {
-		await collectSongs(client);
-	} finally {
-		client.release();
-	}
-};
-
-export const getVideoInfoWorker = async (job: Job): Promise<number> => {
-	const client = await db.connect();
-	try {
-		const aid = job.data.aid;
-		if (!aid) {
-			return 3;
-		}
-		await insertVideoInfo(client, aid);
-		return 0;
-	} finally {
-		client.release();
-	}
-};
+	});

packages/crawler/mq/exec/getVideoInfo.ts

@@ -0,0 +1,15 @@
+import { Job } from "npm:bullmq@5.45.2";
+import { insertVideoInfo } from "mq/task/getVideoDetails.ts";
+import { withDbConnection } from "db/withConnection.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import logger from "log/logger.ts";
+
+export const getVideoInfoWorker = async (job: Job): Promise<void> =>
+	await withDbConnection<void>(async (client: Client) => {
+		const aid = job.data.aid;
+		if (!aid) {
+			logger.warn("aid does not exists", "mq", "job:getVideoInfo");
+			return;
+		}
+		await insertVideoInfo(client, aid);
+	});

packages/crawler/mq/exec/scheduleCleanup.ts

@@ -0,0 +1,45 @@
+import { Job } from "npm:bullmq@5.45.2";
+import { withDbConnection } from "db/withConnection.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import logger from "log/logger.ts";
+import { scheduleSnapshot, setSnapshotStatus } from "db/snapshotSchedule.ts";
+import { SECOND } from "@std/datetime";
+import { getTimeoutSchedulesCount } from "mq/task/getTimeoutSchedulesCount.ts";
+import { removeAllTimeoutSchedules } from "mq/task/removeAllTimeoutSchedules.ts";
+
+export const scheduleCleanupWorker = async (_job: Job): Promise<void> =>
+	await withDbConnection<void>(async (client: Client) => {
+		if (await getTimeoutSchedulesCount(client) > 2000) {
+			await removeAllTimeoutSchedules(client);
+			return;
+		}
+
+		const query: string = `
+            SELECT id, aid, type
+            FROM snapshot_schedule
+            WHERE status IN ('pending', 'processing')
+              AND started_at < NOW() - INTERVAL '30 minutes'
+            UNION
+            SELECT id, aid, type
+            FROM snapshot_schedule
+            WHERE status IN ('pending', 'processing')
+              AND started_at < NOW() - INTERVAL '2 minutes'
+              AND type = 'milestone'
+		`;
+		const { rows } = await client.queryObject<{ id: bigint; aid: bigint; type: string }>(query);
+		if (rows.length === 0) return;
+		for (const row of rows) {
+			const id = Number(row.id);
+			const aid = Number(row.aid);
+			const type = row.type;
+			await setSnapshotStatus(client, id, "timeout");
+			await scheduleSnapshot(client, aid, type, Date.now() + 10 * SECOND);
+			logger.log(
+				`Schedule ${id} has not received any response in a while, rescheduled.`,
+				"mq",
+				"fn:scheduleCleanupWorker",
+			);
+		}
+	}, (e) => {
+		logger.error(e as Error, "mq", "fn:scheduleCleanupWorker");
+	});

packages/crawler/mq/exec/snapshotTick.ts

@@ -1,45 +1,21 @@
 import { Job } from "bullmq";
 import { db } from "db/init.ts";
-import { getLatestVideoSnapshot, getVideosNearMilestone } from "db/snapshot.ts";
 import {
 	bulkGetVideosWithoutProcessingSchedules,
-	bulkScheduleSnapshot,
 	bulkSetSnapshotStatus,
-	findClosestSnapshot,
-	findSnapshotBefore,
 	getBulkSnapshotsInNextSecond,
-	getLatestSnapshot,
 	getSnapshotsInNextSecond,
-	getVideosWithoutActiveSnapshotSchedule,
-	hasAtLeast2Snapshots,
-	scheduleSnapshot,
 	setSnapshotStatus,
-	snapshotScheduleExists,
 	videoHasProcessingSchedule,
 } from "db/snapshotSchedule.ts";
-import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
-import { HOUR, MINUTE, SECOND, WEEK } from "$std/datetime/constants.ts";
 import logger from "log/logger.ts";
 import { SnapshotQueue } from "mq/index.ts";
-import { insertVideoSnapshot } from "mq/task/getVideoStats.ts";
-import { NetSchedulerError } from "mq/scheduler.ts";
-import { getBiliVideoStatus, setBiliVideoStatus } from "db/allData.ts";
-import { truncate } from "utils/truncate.ts";
-import { lockManager } from "mq/lockManager.ts";
-import { getSongsPublihsedAt } from "db/songs.ts";
-import { bulkGetVideoStats } from "net/bulkGetVideoStats.ts";
 
 const priorityMap: { [key: string]: number } = {
 	"milestone": 1,
 	"normal": 3,
 };
 
-const snapshotTypeToTaskMap: { [key: string]: string } = {
-	"milestone": "snapshotMilestoneVideo",
-	"normal": "snapshotVideo",
-	"new": "snapshotMilestoneVideo",
-};
-
 export const bulkSnapshotTickWorker = async (_job: Job) => {
 	const client = await db.connect();
 	try {
@@ -52,15 +28,22 @@ export const bulkSnapshotTickWorker = async (_job: Job) => {
 			const filteredAids = await bulkGetVideosWithoutProcessingSchedules(client, aids);
 			if (filteredAids.length === 0) continue;
 			await bulkSetSnapshotStatus(client, filteredAids, "processing");
-			const dataMap: { [key: number]: number } = {};
-			for (const schedule of group) {
-				const id = Number(schedule.id);
-				dataMap[id] = Number(schedule.aid);
-			}
+			const schedulesData = group.map((schedule) => {
+				return {
+					aid: Number(schedule.aid),
+					id: Number(schedule.id),
+					type: schedule.type,
+					created_at: schedule.created_at,
+					started_at: schedule.started_at,
+					finished_at: schedule.finished_at,
+					status: schedule.status,
+				};
+			});
 			await SnapshotQueue.add("bulkSnapshotVideo", {
-				map: dataMap,
+				schedules: schedulesData,
 			}, { priority: 3 });
 		}
+		return `OK`;
 	} catch (e) {
 		logger.error(e as Error);
 	} finally {
@@ -74,7 +57,7 @@ export const snapshotTickWorker = async (_job: Job) => {
 		const schedules = await getSnapshotsInNextSecond(client);
 		for (const schedule of schedules) {
 			if (await videoHasProcessingSchedule(client, Number(schedule.aid))) {
-				return `ALREADY_PROCESSING`;
+				continue;
 			}
 			let priority = 3;
 			if (schedule.type && priorityMap[schedule.type]) {
@@ -83,11 +66,12 @@ export const snapshotTickWorker = async (_job: Job) => {
 			const aid = Number(schedule.aid);
 			await setSnapshotStatus(client, schedule.id, "processing");
 			await SnapshotQueue.add("snapshotVideo", {
-				aid: aid,
+				aid: Number(aid),
 				id: Number(schedule.id),
 				type: schedule.type ?? "normal",
 			}, { priority });
 		}
+		return `OK`;
 	} catch (e) {
 		logger.error(e as Error);
 	} finally {
@@ -100,297 +84,3 @@ export const closetMilestone = (views: number) => {
 	if (views < 1000000) return 1000000;
 	return 10000000;
 };
-
-const log = (value: number, base: number = 10) => Math.log(value) / Math.log(base);
-
-/*
- * Returns the minimum ETA in hours for the next snapshot
- * @param client - Postgres client
- * @param aid - aid of the video
- * @returns ETA in hours
- */
-export const getAdjustedShortTermETA = async (client: Client, aid: number) => {
-	const latestSnapshot = await getLatestSnapshot(client, aid);
-	// Immediately dispatch a snapshot if there is no snapshot yet
-	if (!latestSnapshot) return 0;
-	const snapshotsEnough = await hasAtLeast2Snapshots(client, aid);
-	if (!snapshotsEnough) return 0;
-
-	const currentTimestamp = new Date().getTime();
-	const timeIntervals = [3 * MINUTE, 20 * MINUTE, 1 * HOUR, 3 * HOUR, 6 * HOUR, 72 * HOUR];
-	const DELTA = 0.00001;
-	let minETAHours = Infinity;
-
-	for (const timeInterval of timeIntervals) {
-		const date = new Date(currentTimestamp - timeInterval);
-		const snapshot = await findClosestSnapshot(client, aid, date);
-		if (!snapshot) continue;
-		const hoursDiff = (latestSnapshot.created_at - snapshot.created_at) / HOUR;
-		const viewsDiff = latestSnapshot.views - snapshot.views;
-		if (viewsDiff <= 0) continue;
-		const speed = viewsDiff / (hoursDiff + DELTA);
-		const target = closetMilestone(latestSnapshot.views);
-		const viewsToIncrease = target - latestSnapshot.views;
-		const eta = viewsToIncrease / (speed + DELTA);
-		let factor = log(2.97 / log(viewsToIncrease + 1), 1.14);
-		factor = truncate(factor, 3, 100);
-		const adjustedETA = eta / factor;
-		if (adjustedETA < minETAHours) {
-			minETAHours = adjustedETA;
-		}
-	}
-
-	if (isNaN(minETAHours)) {
-		minETAHours = Infinity;
-	}
-
-	return minETAHours;
-};
-
-export const collectMilestoneSnapshotsWorker = async (_job: Job) => {
-	const client = await db.connect();
-	try {
-		const videos = await getVideosNearMilestone(client);
-		for (const video of videos) {
-			const aid = Number(video.aid);
-			const eta = await getAdjustedShortTermETA(client, aid);
-			if (eta > 72) continue;
-			const now = Date.now();
-			const scheduledNextSnapshotDelay = eta * HOUR;
-			const maxInterval = 4 * HOUR;
-			const minInterval = 1 * SECOND;
-			const delay = truncate(scheduledNextSnapshotDelay, minInterval, maxInterval);
-			const targetTime = now + delay;
-			await scheduleSnapshot(client, aid, "milestone", targetTime);
-		}
-	} catch (e) {
-		logger.error(e as Error, "mq", "fn:collectMilestoneSnapshotsWorker");
-	} finally {
-		client.release();
-	}
-};
-
-const getRegularSnapshotInterval = async (client: Client, aid: number) => {
-	const now = Date.now();
-	const date = new Date(now - 24 * HOUR);
-	let oldSnapshot = await findSnapshotBefore(client, aid, date);
-	if (!oldSnapshot) oldSnapshot = await findClosestSnapshot(client, aid, date);
-	const latestSnapshot = await getLatestSnapshot(client, aid);
-	if (!oldSnapshot || !latestSnapshot) return 0;
-	if (oldSnapshot.created_at === latestSnapshot.created_at) return 0;
-	const hoursDiff = (latestSnapshot.created_at - oldSnapshot.created_at) / HOUR;
-	if (hoursDiff < 8) return 24;
-	const viewsDiff = latestSnapshot.views - oldSnapshot.views;
-	if (viewsDiff === 0) return 72;
-	const speedPerDay = viewsDiff / (hoursDiff + 0.001) * 24;
-	if (speedPerDay < 6) return 36;
-	if (speedPerDay < 120) return 24;
-	if (speedPerDay < 320) return 12;
-	return 6;
-};
-
-export const regularSnapshotsWorker = async (_job: Job) => {
-	const client = await db.connect();
-	const startedAt = Date.now();
-	if (await lockManager.isLocked("dispatchRegularSnapshots")) {
-		logger.log("dispatchRegularSnapshots is already running", "mq");
-		client.release();
-		return;
-	}
-	await lockManager.acquireLock("dispatchRegularSnapshots", 30 * 60);
-	try {
-		const aids = await getVideosWithoutActiveSnapshotSchedule(client);
-		for (const rawAid of aids) {
-			const aid = Number(rawAid);
-			const latestSnapshot = await getLatestVideoSnapshot(client, aid);
-			const now = Date.now();
-			const lastSnapshotedAt = latestSnapshot?.time ?? now;
-			const interval = await getRegularSnapshotInterval(client, aid);
-			logger.log(`Scheduled regular snapshot for aid ${aid} in ${interval} hours.`, "mq");
-			const targetTime = truncate(lastSnapshotedAt + interval * HOUR, now + 1, now + 100000 * WEEK);
-			await scheduleSnapshot(client, aid, "normal", targetTime);
-			if (now - startedAt > 25 * MINUTE) {
-				return;
-			}
-		}
-	} catch (e) {
-		logger.error(e as Error, "mq", "fn:regularSnapshotsWorker");
-	} finally {
-		lockManager.releaseLock("dispatchRegularSnapshots");
-		client.release();
-	}
-};
-
-export const takeBulkSnapshotForVideosWorker = async (job: Job) => {
-	const dataMap: { [key: number]: number } = job.data.map;
-	const ids = Object.keys(dataMap).map((id) => Number(id));
-	const aidsToFetch: number[] = [];
-	const client = await db.connect();
-	try {
-		for (const id of ids) {
-			const aid = Number(dataMap[id]);
-			const exists = await snapshotScheduleExists(client, id);
-			if (!exists) {
-				continue;
-			}
-			aidsToFetch.push(aid);
-		}
-		const data = await bulkGetVideoStats(aidsToFetch);
-		if (typeof data === "number") {
-			await bulkSetSnapshotStatus(client, ids, "failed");
-			await bulkScheduleSnapshot(client, aidsToFetch, "normal", Date.now() + 15 * SECOND);
-			return `GET_BILI_STATUS_${data}`;
-		}
-		for (const video of data) {
-			const aid = video.id;
-			const stat = video.cnt_info;
-			const views = stat.play;
-			const danmakus = stat.danmaku;
-			const replies = stat.reply;
-			const likes = stat.thumb_up;
-			const coins = stat.coin;
-			const shares = stat.share;
-			const favorites = stat.collect;
-			const query: string = `
-				INSERT INTO video_snapshot (aid, views, danmakus, replies, likes, coins, shares, favorites)
-				VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
-			`;
-			await client.queryObject(
-				query,
-				[aid, views, danmakus, replies, likes, coins, shares, favorites],
-			);
-
-			logger.log(`Taken snapshot for video ${aid} in bulk.`, "net", "fn:takeBulkSnapshotForVideosWorker");
-		}
-		await bulkSetSnapshotStatus(client, ids, "completed");
-		for (const aid of aidsToFetch) {
-			const interval = await getRegularSnapshotInterval(client, aid);
-			logger.log(`Scheduled regular snapshot for aid ${aid} in ${interval} hours.`, "mq");
-			await scheduleSnapshot(client, aid, "normal", Date.now() + interval * HOUR);
-		}
-		return `DONE`;
-	} catch (e) {
-		if (e instanceof NetSchedulerError && e.code === "NO_PROXY_AVAILABLE") {
-			logger.warn(
-				`No available proxy for bulk request now.`,
-				"mq",
-				"fn:takeBulkSnapshotForVideosWorker",
-			);
-			await bulkSetSnapshotStatus(client, ids, "completed");
-			await bulkScheduleSnapshot(client, aidsToFetch, "normal", Date.now() + 2 * MINUTE);
-			return;
-		}
-		logger.error(e as Error, "mq", "fn:takeBulkSnapshotForVideosWorker");
-		await bulkSetSnapshotStatus(client, ids, "failed");
-	} finally {
-		client.release();
-	}
-};
-
-export const takeSnapshotForVideoWorker = async (job: Job) => {
-	const id = job.data.id;
-	const aid = Number(job.data.aid);
-	const type = job.data.type;
-	const task = snapshotTypeToTaskMap[type] ?? "snapshotVideo";
-	const client = await db.connect();
-	const retryInterval = type === "milestone" ? 5 * SECOND : 2 * MINUTE;
-	const exists = await snapshotScheduleExists(client, id);
-	if (!exists) {
-		client.release();
-		return;
-	}
-	const status = await getBiliVideoStatus(client, aid);
-	if (status !== 0) {
-		client.release();
-		return `REFUSE_WORKING_BILI_STATUS_${status}`;
-	}
-	try {
-		await setSnapshotStatus(client, id, "processing");
-		const stat = await insertVideoSnapshot(client, aid, task);
-		if (typeof stat === "number") {
-			await setBiliVideoStatus(client, aid, stat);
-			await setSnapshotStatus(client, id, "completed");
-			return `GET_BILI_STATUS_${stat}`;
-		}
-		await setSnapshotStatus(client, id, "completed");
-		if (type === "normal") {
-			const interval = await getRegularSnapshotInterval(client, aid);
-			logger.log(`Scheduled regular snapshot for aid ${aid} in ${interval} hours.`, "mq");
-			await scheduleSnapshot(client, aid, type, Date.now() + interval * HOUR);
-			return `DONE`;
-		} else if (type === "new") {
-			const publihsedAt = await getSongsPublihsedAt(client, aid);
-			const timeSincePublished = stat.time - publihsedAt!;
-			const viewsPerHour = stat.views / timeSincePublished * HOUR;
-			if (timeSincePublished > 48 * HOUR) {
-				return `DONE`;
-			}
-			if (timeSincePublished > 2 * HOUR && viewsPerHour < 10) {
-				return `DONE`;
-			}
-			let intervalMins = 240;
-			if (viewsPerHour > 50) {
-				intervalMins = 120;
-			}
-			if (viewsPerHour > 100) {
-				intervalMins = 60;
-			}
-			if (viewsPerHour > 1000) {
-				intervalMins = 15;
-			}
-			await scheduleSnapshot(client, aid, type, Date.now() + intervalMins * MINUTE, true);
-		}
-		if (type !== "milestone") return `DONE`;
-		const eta = await getAdjustedShortTermETA(client, aid);
-		if (eta > 72) return "ETA_TOO_LONG";
-		const now = Date.now();
-		const targetTime = now + eta * HOUR;
-		await scheduleSnapshot(client, aid, type, targetTime);
-		return `DONE`;
-	} catch (e) {
-		if (e instanceof NetSchedulerError && e.code === "NO_PROXY_AVAILABLE") {
-			logger.warn(
-				`No available proxy for aid ${job.data.aid}.`,
-				"mq",
-				"fn:takeSnapshotForVideoWorker",
-			);
-			await setSnapshotStatus(client, id, "completed");
-			await scheduleSnapshot(client, aid, type, Date.now() + retryInterval);
-			return;
-		}
-		logger.error(e as Error, "mq", "fn:takeSnapshotForVideoWorker");
-		await setSnapshotStatus(client, id, "failed");
-	} finally {
-		client.release();
-	}
-};
-
-export const scheduleCleanupWorker = async (_job: Job) => {
-	const client = await db.connect();
-	try {
-		const query = `
-			SELECT id, aid, type 
-			FROM snapshot_schedule
-			WHERE status IN ('pending', 'processing')
-				AND started_at < NOW() - INTERVAL '30 minutes'
-		`;
-		const { rows } = await client.queryObject<{ id: bigint; aid: bigint; type: string }>(query);
-		if (rows.length === 0) return;
-		for (const row of rows) {
-			const id = Number(row.id);
-			const aid = Number(row.aid);
-			const type = row.type;
-			await setSnapshotStatus(client, id, "timeout");
-			await scheduleSnapshot(client, aid, type, Date.now() + 10 * SECOND);
-			logger.log(
-				`Schedule ${id} has no response received for 5 minutes, rescheduled.`,
-				"mq",
-				"fn:scheduleCleanupWorker",
-			);
-		}
-	} catch (e) {
-		logger.error(e as Error, "mq", "fn:scheduleCleanupWorker");
-	} finally {
-		client.release();
-	}
-};

packages/crawler/mq/exec/snapshotVideo.ts

@@ -0,0 +1,116 @@
+import { Job } from "npm:bullmq@5.45.2";
+import { withDbConnection } from "db/withConnection.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import { scheduleSnapshot, setSnapshotStatus, snapshotScheduleExists } from "db/snapshotSchedule.ts";
+import logger from "log/logger.ts";
+import { HOUR, MINUTE, SECOND } from "@std/datetime";
+import { lockManager } from "mq/lockManager.ts";
+import { getBiliVideoStatus, setBiliVideoStatus } from "../../db/bilibili_metadata.ts";
+import { insertVideoSnapshot } from "mq/task/getVideoStats.ts";
+import { getSongsPublihsedAt } from "db/songs.ts";
+import { getAdjustedShortTermETA } from "mq/scheduling.ts";
+import { NetSchedulerError } from "@core/net/delegate.ts";
+
+const snapshotTypeToTaskMap: { [key: string]: string } = {
+	"milestone": "snapshotMilestoneVideo",
+	"normal": "snapshotVideo",
+	"new": "snapshotMilestoneVideo",
+};
+
+export const snapshotVideoWorker = async (job: Job): Promise<void> => {
+	const id = job.data.id;
+	const aid = Number(job.data.aid);
+	const type = job.data.type;
+	const task = snapshotTypeToTaskMap[type] ?? "snapshotVideo";
+	const retryInterval = type === "milestone" ? 5 * SECOND : 2 * MINUTE;
+	await withDbConnection(async (client: Client) => {
+		const exists = await snapshotScheduleExists(client, id);
+		if (!exists) {
+			return;
+		}
+		const status = await getBiliVideoStatus(client, aid);
+		if (status !== 0) {
+			logger.warn(
+				`Video ${aid} has status ${status} in the database. Abort snapshoting.`,
+				"mq",
+				"fn:dispatchRegularSnapshotsWorker",
+			);
+			return;
+		}
+		await setSnapshotStatus(client, id, "processing");
+		const stat = await insertVideoSnapshot(client, aid, task);
+		if (typeof stat === "number") {
+			await setBiliVideoStatus(client, aid, stat);
+			await setSnapshotStatus(client, id, "bili_error");
+			logger.warn(
+				`Bilibili return status ${status} when snapshoting for ${aid}.`,
+				"mq",
+				"fn:dispatchRegularSnapshotsWorker",
+			);
+			return;
+		}
+		await setSnapshotStatus(client, id, "completed");
+		if (type === "new") {
+			const publihsedAt = await getSongsPublihsedAt(client, aid);
+			const timeSincePublished = stat.time - publihsedAt!;
+			const viewsPerHour = stat.views / timeSincePublished * HOUR;
+			if (timeSincePublished > 48 * HOUR) {
+				return;
+			}
+			if (timeSincePublished > 2 * HOUR && viewsPerHour < 10) {
+				return;
+			}
+			let intervalMins = 240;
+			if (viewsPerHour > 50) {
+				intervalMins = 120;
+			}
+			if (viewsPerHour > 100) {
+				intervalMins = 60;
+			}
+			if (viewsPerHour > 1000) {
+				intervalMins = 15;
+			}
+			await scheduleSnapshot(client, aid, type, Date.now() + intervalMins * MINUTE, true);
+		}
+		if (type !== "milestone") return;
+		const eta = await getAdjustedShortTermETA(client, aid);
+		if (eta > 144) {
+			const etaHoursString = eta.toFixed(2) + " hrs";
+			logger.warn(
+				`ETA (${etaHoursString}) too long for milestone snapshot. aid: ${aid}.`,
+				"mq",
+				"fn:dispatchRegularSnapshotsWorker",
+			);
+		}
+		const now = Date.now();
+		const targetTime = now + eta * HOUR;
+		await scheduleSnapshot(client, aid, type, targetTime);
+		await setSnapshotStatus(client, id, "completed");
+		return;
+	}, async (e, client) => {
+		if (e instanceof NetSchedulerError && e.code === "NO_PROXY_AVAILABLE") {
+			logger.warn(
+				`No available proxy for aid ${job.data.aid}.`,
+				"mq",
+				"fn:takeSnapshotForVideoWorker",
+			);
+			await setSnapshotStatus(client, id, "no_proxy");
+			await scheduleSnapshot(client, aid, type, Date.now() + retryInterval);
+			return;
+		}
+		else if (e instanceof NetSchedulerError && e.code === "ALICLOUD_PROXY_ERR") {
+			logger.warn(
+				`Failed to proxy request for aid ${job.data.aid}: ${e.message}`,
+				"mq",
+				"fn:takeSnapshotForVideoWorker",
+			);
+			await setSnapshotStatus(client, id, "failed");
+			await scheduleSnapshot(client, aid, type, Date.now() + retryInterval);
+		}
+		logger.error(e as Error, "mq", "fn:takeSnapshotForVideoWorker");
+		await setSnapshotStatus(client, id, "failed");
+	}, async () => {
+		await lockManager.releaseLock("dispatchRegularSnapshots");
+	});
+	return;
+};

packages/crawler/mq/exec/takeBulkSnapshot.ts

@@ -0,0 +1,85 @@
+import { Job } from "npm:bullmq@5.45.2";
+import { db } from "db/init.ts";
+import {
+	bulkScheduleSnapshot,
+	bulkSetSnapshotStatus,
+	scheduleSnapshot,
+	snapshotScheduleExists,
+} from "db/snapshotSchedule.ts";
+import { bulkGetVideoStats } from "net/bulkGetVideoStats.ts";
+import logger from "log/logger.ts";
+import { NetSchedulerError } from "@core/net/delegate.ts";
+import { HOUR, MINUTE, SECOND } from "@std/datetime";
+import { getRegularSnapshotInterval } from "../task/regularSnapshotInterval.ts";
+import { SnapshotScheduleType } from "@core/db/schema";
+
+export const takeBulkSnapshotForVideosWorker = async (job: Job) => {
+	const schedules: SnapshotScheduleType[] = job.data.schedules;
+	const ids = schedules.map((schedule) => Number(schedule.id));
+	const aidsToFetch: number[] = [];
+	const client = await db.connect();
+	try {
+		for (const schedule of schedules) {
+			const aid = Number(schedule.aid);
+			const id = Number(schedule.id);
+			const exists = await snapshotScheduleExists(client, id);
+			if (!exists) {
+				continue;
+			}
+			aidsToFetch.push(aid);
+		}
+		const data = await bulkGetVideoStats(aidsToFetch);
+		if (typeof data === "number") {
+			await bulkSetSnapshotStatus(client, ids, "failed");
+			await bulkScheduleSnapshot(client, aidsToFetch, "normal", Date.now() + 15 * SECOND);
+			return `GET_BILI_STATUS_${data}`;
+		}
+		for (const video of data) {
+			const aid = video.id;
+			const stat = video.cnt_info;
+			const views = stat.play;
+			const danmakus = stat.danmaku;
+			const replies = stat.reply;
+			const likes = stat.thumb_up;
+			const coins = stat.coin;
+			const shares = stat.share;
+			const favorites = stat.collect;
+			const query: string = `
+                INSERT INTO video_snapshot (aid, views, danmakus, replies, likes, coins, shares, favorites)
+                VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
+			`;
+			await client.queryObject(
+				query,
+				[aid, views, danmakus, replies, likes, coins, shares, favorites],
+			);
+
+			logger.log(`Taken snapshot for video ${aid} in bulk.`, "net", "fn:takeBulkSnapshotForVideosWorker");
+		}
+		await bulkSetSnapshotStatus(client, ids, "completed");
+
+		for (const schedule of schedules) {
+			const aid = Number(schedule.aid);
+			const type = schedule.type;
+			if (type == "archive") continue;
+			const interval = await getRegularSnapshotInterval(client, aid);
+			logger.log(`Scheduled regular snapshot for aid ${aid} in ${interval} hours.`, "mq");
+			await scheduleSnapshot(client, aid, "normal", Date.now() + interval * HOUR);
+		}
+		return `DONE`;
+	} catch (e) {
+		if (e instanceof NetSchedulerError && e.code === "NO_PROXY_AVAILABLE") {
+			logger.warn(
+				`No available proxy for bulk request now.`,
+				"mq",
+				"fn:takeBulkSnapshotForVideosWorker",
+			);
+			await bulkSetSnapshotStatus(client, ids, "no_proxy");
+			await bulkScheduleSnapshot(client, aidsToFetch, "normal", Date.now() + 20 * MINUTE * Math.random());
+			return;
+		}
+		logger.error(e as Error, "mq", "fn:takeBulkSnapshotForVideosWorker");
+		await bulkSetSnapshotStatus(client, ids, "failed");
+	} finally {
+		client.release();
+	}
+};

packages/crawler/mq/executors.ts

@@ -1 +0,0 @@
-export * from "mq/exec/getLatestVideos.ts";

packages/crawler/mq/init.ts

@@ -1,9 +1,9 @@
-import { MINUTE, SECOND } from "$std/datetime/constants.ts";
+import { HOUR, MINUTE, SECOND } from "$std/datetime/constants.ts";
 import { ClassifyVideoQueue, LatestVideosQueue, SnapshotQueue } from "mq/index.ts";
 import logger from "log/logger.ts";
 import { initSnapshotWindowCounts } from "db/snapshotSchedule.ts";
 import { db } from "db/init.ts";
-import { redis } from "db/redis.ts";
+import { redis } from "@core/db/redis.ts";
 
 export async function initMQ() {
 	const client = await db.connect();
@@ -30,8 +30,8 @@ export async function initMQ() {
 			immediately: true,
 		}, {
 			opts: {
-				removeOnComplete: 1,
-				removeOnFail: 1,
+				removeOnComplete: 300,
+				removeOnFail: 600,
 			},
 		});
 
@@ -40,12 +40,12 @@ export async function initMQ() {
 			immediately: true,
 		}, {
 			opts: {
-				removeOnComplete: 1,
-				removeOnFail: 1,
+				removeOnComplete: 60,
+				removeOnFail: 600,
 			},
 		});
 
-		await SnapshotQueue.upsertJobScheduler("collectMilestoneSnapshots", {
+		await SnapshotQueue.upsertJobScheduler("dispatchMilestoneSnapshots", {
 			every: 5 * MINUTE,
 			immediately: true,
 		});
@@ -55,8 +55,13 @@ export async function initMQ() {
 			immediately: true,
 		});
 
+		await SnapshotQueue.upsertJobScheduler("dispatchArchiveSnapshots", {
+			every: 6 * HOUR,
+			immediately: true,
+		});
+
 		await SnapshotQueue.upsertJobScheduler("scheduleCleanup", {
-			every: 30 * MINUTE,
+			every: 2 * MINUTE,
 			immediately: true,
 		});
 

packages/crawler/mq/lockManager.ts

@@ -1,5 +1,5 @@
 import { Redis } from "ioredis";
-import { redis } from "db/redis.ts";
+import { redis } from "../../core/db/redis.ts";
 
 class LockManager {
 	private redis: Redis;

packages/crawler/mq/scheduling.ts

@@ -0,0 +1,65 @@
+import { findClosestSnapshot, getLatestSnapshot, hasAtLeast2Snapshots } from "db/snapshotSchedule.ts";
+import { truncate } from "utils/truncate.ts";
+import { closetMilestone } from "./exec/snapshotTick.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import { HOUR, MINUTE } from "@std/datetime";
+
+const log = (value: number, base: number = 10) => Math.log(value) / Math.log(base);
+
+const getFactor = (x: number) => {
+	const a = 1.054;
+	const b = 4.5;
+	const c = 100;
+	const u = 0.601;
+	const g = 455;
+	if (x>g) {
+		return log(b/log(x+1),a);
+	}
+	else {
+		return log(b/log(x+c),a)+u;
+	}
+}
+
+/*
+ * Returns the minimum ETA in hours for the next snapshot
+ * @param client - Postgres client
+ * @param aid - aid of the video
+ * @returns ETA in hours
+ */
+export const getAdjustedShortTermETA = async (client: Client, aid: number) => {
+	const latestSnapshot = await getLatestSnapshot(client, aid);
+	// Immediately dispatch a snapshot if there is no snapshot yet
+	if (!latestSnapshot) return 0;
+	const snapshotsEnough = await hasAtLeast2Snapshots(client, aid);
+	if (!snapshotsEnough) return 0;
+
+	const currentTimestamp = new Date().getTime();
+	const timeIntervals = [3 * MINUTE, 20 * MINUTE, 1 * HOUR, 3 * HOUR, 6 * HOUR, 72 * HOUR];
+	const DELTA = 0.00001;
+	let minETAHours = Infinity;
+
+	for (const timeInterval of timeIntervals) {
+		const date = new Date(currentTimestamp - timeInterval);
+		const snapshot = await findClosestSnapshot(client, aid, date);
+		if (!snapshot) continue;
+		const hoursDiff = (latestSnapshot.created_at - snapshot.created_at) / HOUR;
+		const viewsDiff = latestSnapshot.views - snapshot.views;
+		if (viewsDiff <= 0) continue;
+		const speed = viewsDiff / (hoursDiff + DELTA);
+		const target = closetMilestone(latestSnapshot.views);
+		const viewsToIncrease = target - latestSnapshot.views;
+		const eta = viewsToIncrease / (speed + DELTA);
+		let factor = getFactor(viewsToIncrease);
+		factor = truncate(factor, 4.5, 100);
+		const adjustedETA = eta / factor;
+		if (adjustedETA < minETAHours) {
+			minETAHours = adjustedETA;
+		}
+	}
+
+	if (isNaN(minETAHours)) {
+		minETAHours = Infinity;
+	}
+
+	return minETAHours;
+};

packages/crawler/mq/task/collectSongs.ts

@@ -2,7 +2,7 @@ import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
 import { aidExistsInSongs, getNotCollectedSongs } from "db/songs.ts";
 import logger from "log/logger.ts";
 import { scheduleSnapshot } from "db/snapshotSchedule.ts";
-import { MINUTE } from "$std/datetime/constants.ts";
+import { MINUTE } from "@std/datetime";
 
 export async function collectSongs(client: Client) {
 	const aids = await getNotCollectedSongs(client);

packages/crawler/mq/task/getTimeoutSchedulesCount.ts

@@ -0,0 +1,13 @@
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+
+export async function getTimeoutSchedulesCount(client: Client) {
+	const query: string = `
+        SELECT COUNT(id)
+        FROM snapshot_schedule
+        WHERE status IN ('pending', 'processing')
+          AND started_at < NOW() - INTERVAL '30 minutes'
+	`;
+
+	const { rows } = await client.queryObject<{ count: number }>(query);
+	return rows[0].count;
+}

packages/crawler/mq/task/getVideoDetails.ts

@@ -3,8 +3,8 @@ import { getVideoDetails } from "net/getVideoDetails.ts";
 import { formatTimestampToPsql } from "utils/formatTimestampToPostgre.ts";
 import logger from "log/logger.ts";
 import { ClassifyVideoQueue } from "mq/index.ts";
-import { userExistsInBiliUsers, videoExistsInAllData } from "db/allData.ts";
-import { HOUR, SECOND } from "$std/datetime/constants.ts";
+import { userExistsInBiliUsers, videoExistsInAllData } from "../../db/bilibili_metadata.ts";
+import { HOUR, SECOND } from "@std/datetime";
 
 export async function insertVideoInfo(client: Client, aid: number) {
 	const videoExists = await videoExistsInAllData(client, aid);
@@ -42,6 +42,18 @@ export async function insertVideoInfo(client: Client, aid: number) {
 			[data.Card.follower, uid],
 		);
 	}
+
+	const stat = data.View.stat;
+
+	const query: string = `
+				INSERT INTO video_snapshot (aid, views, danmakus, replies, likes, coins, shares, favorites)
+				VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
+			`;
+	await client.queryObject(
+		query,
+		[aid, stat.view, stat.danmaku, stat.reply, stat.like, stat.coin, stat.share, stat.favorite],
+	);
+
 	logger.log(`Inserted video metadata for aid: ${aid}`, "mq");
 	await ClassifyVideoQueue.add("classifyVideo", { aid });
 }

packages/crawler/mq/task/getVideoStats.ts

@@ -1,8 +1,19 @@
 import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
 import { getVideoInfo } from "net/getVideoInfo.ts";
-import { LatestSnapshotType } from "db/schema.d.ts";
 import logger from "log/logger.ts";
 
+export interface SnapshotNumber {
+	time: number;
+	views: number;
+	coins: number;
+	likes: number;
+	favorites: number;
+	shares: number;
+	danmakus: number;
+	aid: number;
+	replies: number;
+}
+
 /*
  * Fetch video stats from bilibili API and insert into database
  * @returns {Promise<number|VideoSnapshot>}
@@ -17,7 +28,7 @@ export async function insertVideoSnapshot(
 	client: Client,
 	aid: number,
 	task: string,
-): Promise<number | LatestSnapshotType> {
+): Promise<number | SnapshotNumber> {
 	const data = await getVideoInfo(aid, task);
 	if (typeof data == "number") {
 		return data;
@@ -42,7 +53,7 @@ export async function insertVideoSnapshot(
 
 	logger.log(`Taken snapshot for video ${aid}.`, "net", "fn:insertVideoSnapshot");
 
-	const snapshot: LatestSnapshotType = {
+	return {
 		aid,
 		views,
 		danmakus,
@@ -53,6 +64,4 @@ export async function insertVideoSnapshot(
 		favorites,
 		time,
 	};
-
-	return snapshot;
 }

packages/crawler/mq/task/queueLatestVideo.ts

@@ -1,8 +1,8 @@
 import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
 import { getLatestVideoAids } from "net/getLatestVideoAids.ts";
-import { videoExistsInAllData } from "db/allData.ts";
+import { videoExistsInAllData } from "../../db/bilibili_metadata.ts";
 import { sleep } from "utils/sleep.ts";
-import { SECOND } from "$std/datetime/constants.ts";
+import { SECOND } from "@std/datetime";
 import logger from "log/logger.ts";
 import { LatestVideosQueue } from "mq/index.ts";
 

packages/crawler/mq/task/regularSnapshotInterval.ts

@@ -0,0 +1,22 @@
+import { findClosestSnapshot, findSnapshotBefore, getLatestSnapshot } from "db/snapshotSchedule.ts";
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import { HOUR } from "@std/datetime";
+
+export const getRegularSnapshotInterval = async (client: Client, aid: number) => {
+	const now = Date.now();
+	const date = new Date(now - 24 * HOUR);
+	let oldSnapshot = await findSnapshotBefore(client, aid, date);
+	if (!oldSnapshot) oldSnapshot = await findClosestSnapshot(client, aid, date);
+	const latestSnapshot = await getLatestSnapshot(client, aid);
+	if (!oldSnapshot || !latestSnapshot) return 0;
+	if (oldSnapshot.created_at === latestSnapshot.created_at) return 0;
+	const hoursDiff = (latestSnapshot.created_at - oldSnapshot.created_at) / HOUR;
+	if (hoursDiff < 8) return 24;
+	const viewsDiff = latestSnapshot.views - oldSnapshot.views;
+	if (viewsDiff === 0) return 72;
+	const speedPerDay = viewsDiff / (hoursDiff + 0.001) * 24;
+	if (speedPerDay < 6) return 36;
+	if (speedPerDay < 120) return 24;
+	if (speedPerDay < 320) return 12;
+	return 6;
+};

packages/crawler/mq/task/removeAllTimeoutSchedules.ts

@@ -0,0 +1,16 @@
+import { Client } from "https://deno.land/x/postgres@v0.19.3/mod.ts";
+import logger from "log/logger.ts";
+
+export async function removeAllTimeoutSchedules(client: Client) {
+	logger.log(
+		"Too many timeout schedules, directly removing these schedules...",
+		"mq",
+		"fn:scheduleCleanupWorker",
+	);
+	const query: string = `
+			    DELETE FROM snapshot_schedule
+				WHERE status IN ('pending', 'processing')
+				  AND started_at < NOW() - INTERVAL '30 minutes'
+			`;
+	await client.queryObject(query);
+}

packages/crawler/net/bulkGetVideoStats.ts

@@ -1,5 +1,5 @@
-import netScheduler from "mq/scheduler.ts";
-import { MediaListInfoData, MediaListInfoResponse } from "net/bilibili.d.ts";
+import networkDelegate from "@core/net/delegate.ts";
+import { MediaListInfoData, MediaListInfoResponse } from "@core/net/bilibili.d.ts";
 import logger from "log/logger.ts";
 
 /*
@@ -12,12 +12,11 @@ import logger from "log/logger.ts";
  * - The alicloud-fc threw an error: with error code `ALICLOUD_FC_ERROR`
  */
 export async function bulkGetVideoStats(aids: number[]): Promise<MediaListInfoData | number> {
-	const baseURL = `https://api.bilibili.com/medialist/gateway/base/resource/infos?resources=`;
-	let url = baseURL;
+	let url = `https://api.bilibili.com/medialist/gateway/base/resource/infos?resources=`;
 	for (const aid of aids) {
 		url += `${aid}:2,`;
 	}
-	const data = await netScheduler.request<MediaListInfoResponse>(url, "bulkSnapshot");
+	const data = await networkDelegate.request<MediaListInfoResponse>(url, "bulkSnapshot");
 	const errMessage = `Error fetching metadata for aid list: ${aids.join(",")}:`;
 	if (data.code !== 0) {
 		logger.error(errMessage + data.code + "-" + data.message, "net", "fn:getVideoInfo");

packages/crawler/net/getLatestVideoAids.ts

@@ -1,6 +1,6 @@
-import { VideoListResponse } from "net/bilibili.d.ts";
+import { VideoListResponse } from "@core/net/bilibili.d.ts";
 import logger from "log/logger.ts";
-import netScheduler from "mq/scheduler.ts";
+import networkDelegate from "@core/net/delegate.ts";
 
 export async function getLatestVideoAids(page: number = 1, pageSize: number = 10): Promise<number[]> {
 	const startFrom = 1 + pageSize * (page - 1);
@@ -8,7 +8,7 @@ export async function getLatestVideoAids(page: number = 1, pageSize: number = 10
 	const range = `${startFrom}-${endTo}`;
 	const errMessage = `Error fetching latest aid for ${range}:`;
 	const url = `https://api.bilibili.com/x/web-interface/newlist?rid=30&ps=${pageSize}&pn=${page}`;
-	const data = await netScheduler.request<VideoListResponse>(url, "getLatestVideos");
+	const data = await networkDelegate.request<VideoListResponse>(url, "getLatestVideos");
 	if (data.code != 0) {
 		logger.error(errMessage + data.message, "net", "getLastestVideos");
 		return [];

packages/crawler/net/getVideoDetails.ts

@@ -1,10 +1,10 @@
-import netScheduler from "mq/scheduler.ts";
-import { VideoDetailsData, VideoDetailsResponse } from "net/bilibili.d.ts";
+import networkDelegate from "@core/net/delegate.ts";
+import { VideoDetailsData, VideoDetailsResponse } from "@core/net/bilibili.d.ts";
 import logger from "log/logger.ts";
 
 export async function getVideoDetails(aid: number): Promise<VideoDetailsData | null> {
 	const url = `https://api.bilibili.com/x/web-interface/view/detail?aid=${aid}`;
-	const data = await netScheduler.request<VideoDetailsResponse>(url, "getVideoInfo");
+	const data = await networkDelegate.request<VideoDetailsResponse>(url, "getVideoInfo");
 	const errMessage = `Error fetching metadata for ${aid}:`;
 	if (data.code !== 0) {
 		logger.error(errMessage + data.code + "-" + data.message, "net", "fn:getVideoInfo");

packages/crawler/net/getVideoInfo.ts

@@ -1,5 +1,5 @@
-import netScheduler from "mq/scheduler.ts";
-import { VideoInfoData, VideoInfoResponse } from "net/bilibili.d.ts";
+import networkDelegate from "@core/net/delegate.ts";
+import { VideoInfoData, VideoInfoResponse } from "@core/net/bilibili.d.ts";
 import logger from "log/logger.ts";
 
 /*
@@ -17,7 +17,7 @@ import logger from "log/logger.ts";
  */
 export async function getVideoInfo(aid: number, task: string): Promise<VideoInfoData | number> {
 	const url = `https://api.bilibili.com/x/web-interface/view?aid=${aid}`;
-	const data = await netScheduler.request<VideoInfoResponse>(url, task);
+	const data = await networkDelegate.request<VideoInfoResponse>(url, task);
 	const errMessage = `Error fetching metadata for ${aid}:`;
 	if (data.code !== 0) {
 		logger.error(errMessage + data.code + "-" + data.message, "net", "fn:getVideoInfo");
@@ -41,7 +41,7 @@ export async function getVideoInfo(aid: number, task: string): Promise<VideoInfo
  */
 export async function getVideoInfoByBV(bvid: string, task: string): Promise<VideoInfoData | number> {
 	const url = `https://api.bilibili.com/x/web-interface/view?bvid=${bvid}`;
-	const data = await netScheduler.request<VideoInfoResponse>(url, task);
+	const data = await networkDelegate.request<VideoInfoResponse>(url, task);
 	const errMessage = `Error fetching metadata for ${bvid}:`;
 	if (data.code !== 0) {
 		logger.error(errMessage + data.code + "-" + data.message, "net", "fn:getVideoInfoByBV");

packages/crawler/src/filterWorker.ts

@@ -1,5 +1,5 @@
 import { ConnectionOptions, Job, Worker } from "bullmq";
-import { redis } from "db/redis.ts";
+import { redis } from "../../core/db/redis.ts";
 import logger from "log/logger.ts";
 import { classifyVideosWorker, classifyVideoWorker } from "mq/exec/classifyVideo.ts";
 import { WorkerError } from "mq/schema.ts";
@@ -18,7 +18,7 @@ Deno.addSignalListener("SIGTERM", async () => {
 	Deno.exit();
 });
 
-Akari.init();
+await Akari.init();
 
 const filterWorker = new Worker(
 	"classifyVideo",

packages/crawler/src/worker.ts

@@ -1,22 +1,37 @@
 import { ConnectionOptions, Job, Worker } from "bullmq";
-import { collectSongsWorker, getLatestVideosWorker } from "mq/executors.ts";
-import { redis } from "db/redis.ts";
+import {
+	archiveSnapshotsWorker,
+	bulkSnapshotTickWorker,
+	collectSongsWorker,
+	dispatchMilestoneSnapshotsWorker,
+	dispatchRegularSnapshotsWorker,
+	getLatestVideosWorker,
+	getVideoInfoWorker,
+	scheduleCleanupWorker,
+	snapshotTickWorker,
+	snapshotVideoWorker,
+	takeBulkSnapshotForVideosWorker,
+} from "mq/exec/executors.ts";
+import { redis } from "@core/db/redis.ts";
 import logger from "log/logger.ts";
 import { lockManager } from "mq/lockManager.ts";
 import { WorkerError } from "mq/schema.ts";
-import { getVideoInfoWorker } from "mq/exec/getLatestVideos.ts";
-import {
-	bulkSnapshotTickWorker,
-	collectMilestoneSnapshotsWorker,
-	regularSnapshotsWorker,
-	scheduleCleanupWorker,
-	snapshotTickWorker,
-	takeBulkSnapshotForVideosWorker,
-	takeSnapshotForVideoWorker,
-} from "mq/exec/snapshotTick.ts";
+
+const releaseLockForJob = async (name: string) => {
+	await lockManager.releaseLock(name);
+	logger.log(`Released lock: ${name}`, "mq");
+};
+
+const releaseAllLocks = async () => {
+	const locks = ["dispatchRegularSnapshots", "dispatchArchiveSnapshots", "getLatestVideos"];
+	for (const lock of locks) {
+		await releaseLockForJob(lock);
+	}
+};
 
 Deno.addSignalListener("SIGINT", async () => {
 	logger.log("SIGINT Received: Shutting down workers...", "mq");
+	await releaseAllLocks();
 	await latestVideoWorker.close(true);
 	await snapshotWorker.close(true);
 	Deno.exit();
@@ -24,6 +39,7 @@ Deno.addSignalListener("SIGINT", async () => {
 
 Deno.addSignalListener("SIGTERM", async () => {
 	logger.log("SIGTERM Received: Shutting down workers...", "mq");
+	await releaseAllLocks();
 	await latestVideoWorker.close(true);
 	await snapshotWorker.close(true);
 	Deno.exit();
@@ -34,14 +50,11 @@ const latestVideoWorker = new Worker(
 	async (job: Job) => {
 		switch (job.name) {
 			case "getLatestVideos":
-				await getLatestVideosWorker(job);
-				break;
+				return await getLatestVideosWorker(job);
 			case "getVideoInfo":
-				await getVideoInfoWorker(job);
-				break;
+				return await getVideoInfoWorker(job);
 			case "collectSongs":
-				await collectSongsWorker(job);
-				break;
+				return await collectSongsWorker(job);
 			default:
 				break;
 		}
@@ -63,35 +76,26 @@ latestVideoWorker.on("error", (err) => {
 	logger.error(e.rawError, e.service, e.codePath);
 });
 
-latestVideoWorker.on("closed", async () => {
-	await lockManager.releaseLock("getLatestVideos");
-});
-
 const snapshotWorker = new Worker(
 	"snapshot",
 	async (job: Job) => {
 		switch (job.name) {
 			case "snapshotVideo":
-				await takeSnapshotForVideoWorker(job);
-				break;
+				return await snapshotVideoWorker(job);
 			case "snapshotTick":
-				await snapshotTickWorker(job);
-				break;
-			case "collectMilestoneSnapshots":
-				await collectMilestoneSnapshotsWorker(job);
-				break;
+				return await snapshotTickWorker(job);
+			case "dispatchMilestoneSnapshots":
+				return await dispatchMilestoneSnapshotsWorker(job);
 			case "dispatchRegularSnapshots":
-				await regularSnapshotsWorker(job);
-				break;
+				return await dispatchRegularSnapshotsWorker(job);
 			case "scheduleCleanup":
-				await scheduleCleanupWorker(job);
-				break;
+				return await scheduleCleanupWorker(job);
 			case "bulkSnapshotVideo":
-				await takeBulkSnapshotForVideosWorker(job);
-				break;
+				return await takeBulkSnapshotForVideosWorker(job);
 			case "bulkSnapshotTick":
-				await bulkSnapshotTickWorker(job);
-				break;
+				return await bulkSnapshotTickWorker(job);
+			case "dispatchArchiveSnapshots":
+				return await archiveSnapshotsWorker(job);
 			default:
 				break;
 		}
@@ -103,7 +107,3 @@ snapshotWorker.on("error", (err) => {
 	const e = err as WorkerError;
 	logger.error(e.rawError, e.service, e.codePath);
 });
-
-snapshotWorker.on("closed", async () => {
-	await lockManager.releaseLock("dispatchRegularSnapshots");
-});

packages/frontend/astro.config.mjs

@@ -1,24 +1,28 @@
 // @ts-check
 import { defineConfig } from "astro/config";
-import tailwind from "@astrojs/tailwind";
 
 // https://astro.build/config
 import tsconfigPaths from "vite-tsconfig-paths";
 import node from "@astrojs/node";
 import svelte from "@astrojs/svelte";
 
+import tailwindcss from "@tailwindcss/vite";
+
 export default defineConfig({
     output: "server",
     adapter: node({
         mode: "standalone",
     }),
-	integrations: [tailwind(), svelte()],
+    integrations: [svelte()],
     vite: {
         server: {
             fs: {
                 allow: [".", "../../"],
             },
         },
-		plugins: [tsconfigPaths()]
+        plugins: [tsconfigPaths(), tailwindcss()],
     },
+    markdown: {
+        remarkRehype: { footnoteLabel: "脚注", footnoteBackLabel: "回到引用 1" },
+    }
 });

packages/frontend/bun.lock

@@ -0,0 +1,970 @@
+{
+  "lockfileVersion": 1,
+  "workspaces": {
+    "": {
+      "name": "frontend",
+      "dependencies": {
+        "@astrojs/node": "^9.1.3",
+        "@astrojs/svelte": "^7.0.9",
+        "@astrojs/tailwind": "^6.0.2",
+        "@tailwindcss/vite": "^4.1.4",
+        "argon2id": "^1.0.1",
+        "astro": "^5.5.5",
+        "autoprefixer": "^10.4.21",
+        "pg": "^8.11.11",
+        "postcss": "^8.5.3",
+        "svelte": "^5.25.7",
+        "tailwindcss": "^4.1.4",
+        "ua-parser-js": "^2.0.3",
+        "vite-tsconfig-paths": "^5.1.4",
+      },
+      "devDependencies": {
+        "@rollup/plugin-wasm": "^6.2.2",
+        "@types/pg": "^8.11.11",
+      },
+    },
+  },
+  "packages": {
+    "@ampproject/remapping": ["@ampproject/remapping@2.3.0", "", { "dependencies": { "@jridgewell/gen-mapping": "^0.3.5", "@jridgewell/trace-mapping": "^0.3.24" } }, "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw=="],
+
+    "@astrojs/compiler": ["@astrojs/compiler@2.11.0", "", {}, "sha512-zZOO7i+JhojO8qmlyR/URui6LyfHJY6m+L9nwyX5GiKD78YoRaZ5tzz6X0fkl+5bD3uwlDHayf6Oe8Fu36RKNg=="],
+
+    "@astrojs/internal-helpers": ["@astrojs/internal-helpers@0.6.1", "", {}, "sha512-l5Pqf6uZu31aG+3Lv8nl/3s4DbUzdlxTWDof4pEpto6GUJNhhCbelVi9dEyurOVyqaelwmS9oSyOWOENSfgo9A=="],
+
+    "@astrojs/markdown-remark": ["@astrojs/markdown-remark@6.3.1", "", { "dependencies": { "@astrojs/internal-helpers": "0.6.1", "@astrojs/prism": "3.2.0", "github-slugger": "^2.0.0", "hast-util-from-html": "^2.0.3", "hast-util-to-text": "^4.0.2", "import-meta-resolve": "^4.1.0", "js-yaml": "^4.1.0", "mdast-util-definitions": "^6.0.0", "rehype-raw": "^7.0.0", "rehype-stringify": "^10.0.1", "remark-gfm": "^4.0.1", "remark-parse": "^11.0.0", "remark-rehype": "^11.1.1", "remark-smartypants": "^3.0.2", "shiki": "^3.0.0", "smol-toml": "^1.3.1", "unified": "^11.0.5", "unist-util-remove-position": "^5.0.0", "unist-util-visit": "^5.0.0", "unist-util-visit-parents": "^6.0.1", "vfile": "^6.0.3" } }, "sha512-c5F5gGrkczUaTVgmMW9g1YMJGzOtRvjjhw6IfGuxarM6ct09MpwysP10US729dy07gg8y+ofVifezvP3BNsWZg=="],
+
+    "@astrojs/node": ["@astrojs/node@9.1.3", "", { "dependencies": { "@astrojs/internal-helpers": "0.6.1", "send": "^1.1.0", "server-destroy": "^1.0.1" }, "peerDependencies": { "astro": "^5.3.0" } }, "sha512-YcVxEmeZU8khNdrPYNPN3j//4tYPM+Pw6CthAJ6VE/bw65qEX7ErMRApalY2tibc3YhCeHMmsO9rXGhyW0NNyA=="],
+
+    "@astrojs/prism": ["@astrojs/prism@3.2.0", "", { "dependencies": { "prismjs": "^1.29.0" } }, "sha512-GilTHKGCW6HMq7y3BUv9Ac7GMe/MO9gi9GW62GzKtth0SwukCu/qp2wLiGpEujhY+VVhaG9v7kv/5vFzvf4NYw=="],
+
+    "@astrojs/svelte": ["@astrojs/svelte@7.0.9", "", { "dependencies": { "@sveltejs/vite-plugin-svelte": "^5.0.3", "svelte2tsx": "^0.7.35", "vite": "^6.2.4" }, "peerDependencies": { "astro": "^5.0.0", "svelte": "^5.1.16", "typescript": "^5.3.3" } }, "sha512-EpJfDh7eelYEj/zSwgSHdqJCx6YjiZmpVDEiNjxhnrBwM6Ll7hjllTrNQyfnv7KgJwaVo2SOSz6d1MwV52/T/w=="],
+
+    "@astrojs/tailwind": ["@astrojs/tailwind@6.0.2", "", { "dependencies": { "autoprefixer": "^10.4.21", "postcss": "^8.5.3", "postcss-load-config": "^4.0.2" }, "peerDependencies": { "astro": "^3.0.0 || ^4.0.0 || ^5.0.0", "tailwindcss": "^3.0.24" } }, "sha512-j3mhLNeugZq6A8dMNXVarUa8K6X9AW+QHU9u3lKNrPLMHhOQ0S7VeWhHwEeJFpEK1BTKEUY1U78VQv2gN6hNGg=="],
+
+    "@astrojs/telemetry": ["@astrojs/telemetry@3.2.0", "", { "dependencies": { "ci-info": "^4.1.0", "debug": "^4.3.7", "dlv": "^1.1.3", "dset": "^3.1.4", "is-docker": "^3.0.0", "is-wsl": "^3.1.0", "which-pm-runs": "^1.1.0" } }, "sha512-wxhSKRfKugLwLlr4OFfcqovk+LIFtKwLyGPqMsv+9/ibqqnW3Gv7tBhtKEb0gAyUAC4G9BTVQeQahqnQAhd6IQ=="],
+
+    "@babel/helper-string-parser": ["@babel/helper-string-parser@7.25.9", "", {}, "sha512-4A/SCr/2KLd5jrtOMFzaKjVtAei3+2r/NChoBNoZ3EyP/+GlhoaEGoWOZUmFmoITP7zOJyHIMm+DYRd8o3PvHA=="],
+
+    "@babel/helper-validator-identifier": ["@babel/helper-validator-identifier@7.25.9", "", {}, "sha512-Ed61U6XJc3CVRfkERJWDz4dJwKe7iLmmJsbOGu9wSloNSFttHV0I8g6UAgb7qnK5ly5bGLPd4oXZlxCdANBOWQ=="],
+
+    "@babel/parser": ["@babel/parser@7.27.0", "", { "dependencies": { "@babel/types": "^7.27.0" }, "bin": "./bin/babel-parser.js" }, "sha512-iaepho73/2Pz7w2eMS0Q5f83+0RKI7i4xmiYeBmDzfRVbQtTOG7Ts0S4HzJVsTMGI9keU8rNfuZr8DKfSt7Yyg=="],
+
+    "@babel/types": ["@babel/types@7.27.0", "", { "dependencies": { "@babel/helper-string-parser": "^7.25.9", "@babel/helper-validator-identifier": "^7.25.9" } }, "sha512-H45s8fVLYjbhFH62dIJ3WtmJ6RSPt/3DRO0ZcT2SUiYiQyz3BLVb9ADEnLl91m74aQPS3AzzeajZHYOalWe3bg=="],
+
+    "@emnapi/runtime": ["@emnapi/runtime@1.4.0", "", { "dependencies": { "tslib": "^2.4.0" } }, "sha512-64WYIf4UYcdLnbKn/umDlNjQDSS8AgZrI/R9+x5ilkUVFxXcA1Ebl+gQLc/6mERA4407Xof0R7wEyEuj091CVw=="],
+
+    "@esbuild/aix-ppc64": ["@esbuild/aix-ppc64@0.25.2", "", { "os": "aix", "cpu": "ppc64" }, "sha512-wCIboOL2yXZym2cgm6mlA742s9QeJ8DjGVaL39dLN4rRwrOgOyYSnOaFPhKZGLb2ngj4EyfAFjsNJwPXZvseag=="],
+
+    "@esbuild/android-arm": ["@esbuild/android-arm@0.25.2", "", { "os": "android", "cpu": "arm" }, "sha512-NQhH7jFstVY5x8CKbcfa166GoV0EFkaPkCKBQkdPJFvo5u+nGXLEH/ooniLb3QI8Fk58YAx7nsPLozUWfCBOJA=="],
+
+    "@esbuild/android-arm64": ["@esbuild/android-arm64@0.25.2", "", { "os": "android", "cpu": "arm64" }, "sha512-5ZAX5xOmTligeBaeNEPnPaeEuah53Id2tX4c2CVP3JaROTH+j4fnfHCkr1PjXMd78hMst+TlkfKcW/DlTq0i4w=="],
+
+    "@esbuild/android-x64": ["@esbuild/android-x64@0.25.2", "", { "os": "android", "cpu": "x64" }, "sha512-Ffcx+nnma8Sge4jzddPHCZVRvIfQ0kMsUsCMcJRHkGJ1cDmhe4SsrYIjLUKn1xpHZybmOqCWwB0zQvsjdEHtkg=="],
+
+    "@esbuild/darwin-arm64": ["@esbuild/darwin-arm64@0.25.2", "", { "os": "darwin", "cpu": "arm64" }, "sha512-MpM6LUVTXAzOvN4KbjzU/q5smzryuoNjlriAIx+06RpecwCkL9JpenNzpKd2YMzLJFOdPqBpuub6eVRP5IgiSA=="],
+
+    "@esbuild/darwin-x64": ["@esbuild/darwin-x64@0.25.2", "", { "os": "darwin", "cpu": "x64" }, "sha512-5eRPrTX7wFyuWe8FqEFPG2cU0+butQQVNcT4sVipqjLYQjjh8a8+vUTfgBKM88ObB85ahsnTwF7PSIt6PG+QkA=="],
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+    "@esbuild/freebsd-arm64": ["@esbuild/freebsd-arm64@0.25.2", "", { "os": "freebsd", "cpu": "arm64" }, "sha512-mLwm4vXKiQ2UTSX4+ImyiPdiHjiZhIaE9QvC7sw0tZ6HoNMjYAqQpGyui5VRIi5sGd+uWq940gdCbY3VLvsO1w=="],
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+
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+    "@esbuild/linux-ppc64": ["@esbuild/linux-ppc64@0.25.2", "", { "os": "linux", "cpu": "ppc64" }, "sha512-tsHu2RRSWzipmUi9UBDEzc0nLc4HtpZEI5Ba+Omms5456x5WaNuiG3u7xh5AO6sipnJ9r4cRWQB2tUjPyIkc6g=="],
+
+    "@esbuild/linux-riscv64": ["@esbuild/linux-riscv64@0.25.2", "", { "os": "linux", "cpu": "none" }, "sha512-k4LtpgV7NJQOml/10uPU0s4SAXGnowi5qBSjaLWMojNCUICNu7TshqHLAEbkBdAszL5TabfvQ48kK84hyFzjnw=="],
+
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+    "zod": ["zod@3.24.2", "", {}, "sha512-lY7CDW43ECgW9u1TcT3IoXHflywfVqDYze4waEz812jR/bZ8FHDsl7pFQoSZTz5N+2NqRXs8GBwnAwo3ZNxqhQ=="],
+
+    "zod-to-json-schema": ["zod-to-json-schema@3.24.5", "", { "peerDependencies": { "zod": "^3.24.1" } }, "sha512-/AuWwMP+YqiPbsJx5D6TfgRTc4kTLjsh5SOcd4bLsfUg2RcEXrFMJl1DGgdHy2aCfsIA/cr/1JM0xcB2GZji8g=="],
+
+    "zod-to-ts": ["zod-to-ts@1.2.0", "", { "peerDependencies": { "typescript": "^4.9.4 || ^5.0.2", "zod": "^3" } }, "sha512-x30XE43V+InwGpvTySRNz9kB7qFU8DlyEy7BsSTCHPH1R0QasMmHWZDCzYm6bVXtj/9NNJAZF3jW8rzFvH5OFA=="],
+
+    "zwitch": ["zwitch@2.0.4", "", {}, "sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A=="],
+
+    "@rollup/pluginutils/estree-walker": ["estree-walker@2.0.2", "", {}, "sha512-Rfkk/Mp/DL7JVje3u18FxFujQlTNR2q6QfMSMB7AvCBx91NGj/ba3kCfza0f6dVDbw7YlRf/nDrn7pQrCCyQ/w=="],
+
+    "@tailwindcss/node/jiti": ["jiti@2.4.2", "", { "bin": { "jiti": "lib/jiti-cli.mjs" } }, "sha512-rg9zJN+G4n2nfJl5MW3BMygZX56zKPNVEYYqq7adpmMh4Jn2QNEwhvQlFy6jPVdcod7txZtKHWnyZiA3a0zP7A=="],
+
+    "@tailwindcss/oxide-wasm32-wasi/@emnapi/core": ["@emnapi/core@1.4.3", "", { "dependencies": { "@emnapi/wasi-threads": "1.0.2", "tslib": "^2.4.0" }, "bundled": true }, "sha512-4m62DuCE07lw01soJwPiBGC0nAww0Q+RY70VZ+n49yDIO13yyinhbWCeNnaob0lakDtWQzSdtNWzJeOJt2ma+g=="],
+
+    "@tailwindcss/oxide-wasm32-wasi/@emnapi/runtime": ["@emnapi/runtime@1.4.0", "", { "dependencies": { "tslib": "^2.4.0" }, "bundled": true }, "sha512-64WYIf4UYcdLnbKn/umDlNjQDSS8AgZrI/R9+x5ilkUVFxXcA1Ebl+gQLc/6mERA4407Xof0R7wEyEuj091CVw=="],
+
+    "@tailwindcss/oxide-wasm32-wasi/@emnapi/wasi-threads": ["@emnapi/wasi-threads@1.0.2", "", { "dependencies": { "tslib": "^2.4.0" }, "bundled": true }, "sha512-5n3nTJblwRi8LlXkJ9eBzu+kZR8Yxcc7ubakyQTFzPMtIhFpUBRbsnc2Dv88IZDIbCDlBiWrknhB4Lsz7mg6BA=="],
+
+    "@tailwindcss/oxide-wasm32-wasi/@napi-rs/wasm-runtime": ["@napi-rs/wasm-runtime@0.2.9", "", { "dependencies": { "@emnapi/core": "^1.4.0", "@emnapi/runtime": "^1.4.0", "@tybys/wasm-util": "^0.9.0" }, "bundled": true }, "sha512-OKRBiajrrxB9ATokgEQoG87Z25c67pCpYcCwmXYX8PBftC9pBfN18gnm/fh1wurSLEKIAt+QRFLFCQISrb66Jg=="],
+
+    "@tailwindcss/oxide-wasm32-wasi/@tybys/wasm-util": ["@tybys/wasm-util@0.9.0", "", { "dependencies": { "tslib": "^2.4.0" }, "bundled": true }, "sha512-6+7nlbMVX/PVDCwaIQ8nTOPveOcFLSt8GcXdx8hD0bt39uWxYT88uXzqTd4fTvqta7oeUJqudepapKNt2DYJFw=="],
+
+    "@tailwindcss/oxide-wasm32-wasi/tslib": ["tslib@2.8.1", "", { "bundled": true }, "sha512-oJFu94HQb+KVduSUQL7wnpmqnfmLsOA/nAh6b6EH0wCEoK0/mPeXU6c3wKDV83MkOuHPRHtSXKKU99IBazS/2w=="],
+
+    "ansi-align/string-width": ["string-width@4.2.3", "", { "dependencies": { "emoji-regex": "^8.0.0", "is-fullwidth-code-point": "^3.0.0", "strip-ansi": "^6.0.1" } }, "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g=="],
+
+    "anymatch/picomatch": ["picomatch@2.3.1", "", {}, "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA=="],
+
+    "form-data/mime-types": ["mime-types@2.1.35", "", { "dependencies": { "mime-db": "1.52.0" } }, "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw=="],
+
+    "hast-util-to-parse5/property-information": ["property-information@6.5.0", "", {}, "sha512-PgTgs/BlvHxOu8QuEN7wi5A0OmXaBcHpmCSTehcs6Uuu9IkDIEo13Hy7n898RHfrQ49vKCoGeWZSaAK01nwVig=="],
+
+    "pg/pg-types": ["pg-types@2.2.0", "", { "dependencies": { "pg-int8": "1.0.1", "postgres-array": "~2.0.0", "postgres-bytea": "~1.0.0", "postgres-date": "~1.0.4", "postgres-interval": "^1.1.0" } }, "sha512-qTAAlrEsl8s4OiEQY69wDvcMIdQN6wdz5ojQiOy6YRMuynxenON0O5oCpJI6lshc6scgAY8qvJ2On/p+CXY0GA=="],
+
+    "prompts/kleur": ["kleur@3.0.3", "", {}, "sha512-eTIzlVOSUR+JxdDFepEYcBMtZ9Qqdef+rnzWdRZuMbOywu5tO2w2N7rqjoANZ5k9vywhL6Br1VRjUIgTQx4E8w=="],
+
+    "ansi-align/string-width/emoji-regex": ["emoji-regex@8.0.0", "", {}, "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="],
+
+    "ansi-align/string-width/strip-ansi": ["strip-ansi@6.0.1", "", { "dependencies": { "ansi-regex": "^5.0.1" } }, "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A=="],
+
+    "form-data/mime-types/mime-db": ["mime-db@1.52.0", "", {}, "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg=="],
+
+    "pg/pg-types/postgres-array": ["postgres-array@2.0.0", "", {}, "sha512-VpZrUqU5A69eQyW2c5CA1jtLecCsN2U/bD6VilrFDWq5+5UIEVO7nazS3TEcHf1zuPYO/sqGvUvW62g86RXZuA=="],
+
+    "pg/pg-types/postgres-bytea": ["postgres-bytea@1.0.0", "", {}, "sha512-xy3pmLuQqRBZBXDULy7KbaitYqLcmxigw14Q5sj8QBVLqEwXfeybIKVWiqAXTlcvdvb0+xkOtDbfQMOf4lST1w=="],
+
+    "pg/pg-types/postgres-date": ["postgres-date@1.0.7", "", {}, "sha512-suDmjLVQg78nMK2UZ454hAG+OAW+HQPZ6n++TNDUX+L0+uUlLywnoxJKDou51Zm+zTCjrCl0Nq6J9C5hP9vK/Q=="],
+
+    "pg/pg-types/postgres-interval": ["postgres-interval@1.2.0", "", { "dependencies": { "xtend": "^4.0.0" } }, "sha512-9ZhXKM/rw350N1ovuWHbGxnGh/SNJ4cnxHiM0rxE4VN41wsg8P8zWn9hv/buK00RP4WvlOyr/RBDiptyxVbkZQ=="],
+
+    "ansi-align/string-width/strip-ansi/ansi-regex": ["ansi-regex@5.0.1", "", {}, "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ=="],
+  }
+}

packages/frontend/main.ts

@@ -1 +1 @@
-export const VERSION = "1.2.7";
+export const VERSION = "1.3.8";

packages/frontend/package.json

@@ -9,13 +9,18 @@
     "astro": "astro"
   },
   "dependencies": {
+    "@astrojs/node": "^9.1.3",
+    "@astrojs/svelte": "^7.0.9",
     "@astrojs/tailwind": "^6.0.2",
+    "@tailwindcss/vite": "^4.1.4",
     "argon2id": "^1.0.1",
     "astro": "^5.5.5",
     "autoprefixer": "^10.4.21",
     "pg": "^8.11.11",
     "postcss": "^8.5.3",
-    "tailwindcss": "^3.0.24",
+    "svelte": "^5.25.7",
+    "tailwindcss": "^4.1.4",
+    "ua-parser-js": "^2.0.3",
     "vite-tsconfig-paths": "^5.1.4"
   },
   "devDependencies": {

packages/frontend/src/components/DarkModeImage.svelte

@@ -1,6 +1,5 @@
 <script lang="ts">
     import { onMount } from "svelte";
-    import { fade } from "svelte/transition";
 
     export let lightSrc: string;
     export let darkSrc: string;

packages/frontend/src/components/InfoPage/MetadataRow.astro

@@ -0,0 +1,8 @@
+---
+const { title, description } = Astro.props;
+---
+
+<tr>
+	<td class="max-w-14 min-w-14 md:max-w-none md:min-w-none border dark:border-zinc-500 px-2 md:px-4 py-2 font-semibold">{title}</td>
+	<td class="break-all max-w-[calc(100vw-4.5rem)] border dark:border-zinc-500 px-4 py-2">{description}</td>
+</tr>

packages/frontend/src/components/NavigationDrawer.svelte

@@ -0,0 +1,46 @@
+<script lang="ts">
+	import {onMount} from 'svelte';
+	import {fly} from 'svelte/transition';
+	import {fade} from 'svelte/transition';
+
+	export let show: boolean = false;
+	export let onClose: () => void;
+
+	let drawer: HTMLDivElement;
+	let cover: HTMLDivElement;
+
+	onMount(() => {
+		const handleOutsideClick = (event: MouseEvent) => {
+			if (show && event.target === cover) {
+				onClose();
+			}
+		};
+
+		window.addEventListener('click', handleOutsideClick);
+
+		return () => {
+			window.removeEventListener('click', handleOutsideClick);
+		};
+	});
+</script>
+
+<div class="absolute z-50 ">
+	{#if show}
+		<div
+				bind:this={cover}
+				transition:fade="{{ duration: 300 }}"
+				class="fixed top-0 left-0 w-full h-full z-40 bg-[#00000020]"
+				aria-hidden="true">
+
+		</div>
+
+		<div
+				bind:this={drawer}
+				transition:fly="{{ x: -500, duration: 300 }}" class="fixed top-0 left-0 h-full
+			bg-[#fff0ee] dark:bg-[#231918] z-50"
+				style="width: min(22.5rem, 70vw);"
+				role="dialog" aria-modal="true">
+			<slot></slot>
+		</div>
+	{/if}
+</div>

packages/frontend/src/components/SearchBox.svelte

@@ -1,39 +1,35 @@
 <script lang="ts">
-    let inputBox: HTMLInputElement | null = null;
+	import SearchIcon from "src/components/icon/SearchIcon.svelte";
+	import CloseIcon from "src/components/icon/CloseIcon.svelte";
+
+	let inputValue = ""; // 使用一个变量来绑定 input 的值
+	export let close = () => {
+	};
 
 	export function changeFocusState(target: boolean) {
-        if (!inputBox) return;
+		if (!inputElement) return; // 使用 inputElement 而不是 inputBox
 		if (target) {
-            inputBox.focus();
+			inputElement.focus();
 		} else {
-            inputBox.blur();
+			inputElement.blur();
 		}
 	}
 
+	function search(query: string) {
+		window.location.href = `/song/${query}/info`;
+	}
+
 	function handleKeydown(event: KeyboardEvent) {
 		if (event.key === "Enter") {
 			event.preventDefault();
-            const input = event.target as HTMLInputElement;
-            const value: string = input.value.trim();
+			const value = inputValue.trim(); // 使用绑定的变量
 			if (!value) return;
-            window.location.href = `/song/${value}/info`;
+			search(value);
 		}
 	}
-</script>
 
-<!-- svelte-ignore a11y_autofocus -->
-<div
-    class="absolute left-0 md:left-96 ml-4 w-[calc(100%-5rem)] md:w-[calc(100%-40rem)] 2xl:max-w-[50rem] 2xl:left-1/2 2xl:-translate-x-1/2 inline-flex items-center h-full"
->
-    <input
-        bind:this={inputBox}
-        type="search"
-        placeholder="搜索"
-        class="top-0 w-full h-10 px-4 rounded-lg bg-white/80 dark:bg-zinc-800/70
-          backdrop-blur-lg border border-zinc-300 dark:border-zinc-600 focus:border-zinc-400 duration-200 transition-colors focus:outline-none"
-        on:keydown={handleKeydown}
-    />
-</div>
+	let inputElement: HTMLInputElement; // 引用 input 元素
+</script>
 
 <style>
     [type="search"]::-webkit-search-cancel-button,
@@ -42,3 +38,29 @@
         appearance: none;
     }
 </style>
+
+<div class="absolute md:relative left-0 h-full mr-0 inline-flex items-center w-full px-4 md:px-0
+    md:w-full xl:max-w-[50rem] md:mx-4">
+	<div class="w-full h-10 lg:h-12 px-4 rounded-full bg-surface-container-high dark:bg-zinc-800/70
+          backdrop-blur-lg flex justify-between md:px-5">
+		<button class="w-6" on:click={() => search(inputValue)}>
+			<SearchIcon className="h-full inline-flex items-center text-[1.5rem]
+          text-on-surface-variant dark:text-dark-on-surface-variant"/>
+		</button>
+		<input
+				bind:this={inputElement}
+				bind:value={inputValue}
+				type="search"
+				placeholder="搜索"
+				autocomplete="off"
+				autocapitalize="off"
+				autocorrect="off"
+				class="top-0 h-full bg-transparent flex-grow px-4 focus:outline-none"
+				on:keydown={handleKeydown}
+		/>
+		<button class={"w-6 duration-100 " + (inputValue ? "md:opacity-100" : "md:opacity-0") } on:click={() => {inputValue = ""; close();}}>
+			<CloseIcon className="h-full w-6 inline-flex items-center text-[1.5rem]
+	  text-on-surface-variant dark:text-dark-on-surface-variant"/>
+		</button>
+	</div>
+</div>

packages/frontend/src/components/TitleBar.astro

@@ -1,30 +1,7 @@
 ---
-import astroLogoLight from "@assets/标题-浅色.svg";
-import astroLogoDark from "@assets/标题-深色.svg";
-import DarkModeImage from "@components/DarkModeImage.svelte";
-import SearchBox from "@components/SearchBox.svelte";
 import TitleBarMobile from "@components/TitleBarMobile.svelte";
+import TitleBarDesktop from "./TitleBarDesktop.astro";
 ---
 
-<div class="hidden md:block fixed top-0 left-0 w-full h-28 bg-white/80 dark:bg-zinc-900/70 backdrop-blur-lg z-50">
-    <div class="w-[305px] ml-8 inline-flex h-full items-center">
-        <a href="/">
-            <DarkModeImage
-                lightSrc={astroLogoLight.src}
-                darkSrc={astroLogoDark.src}
-                alt="Logo"
-                className="w-[305px] h-24 inline-block"
-                client:load
-            />
-        </a>
-    </div>
-    <SearchBox client:load />
-
-    <div
-        class="inline-flex right-12 absolute gap-4 h-full text-xl dark:text-[#C6DCF2] font-medium items-center w-48 justify-end"
-    >
-        <a href="/about" class="hover:dark:text-[#B1C5DA]">关于</a>
-    </div>
-</div>
-
+<TitleBarDesktop/>
 <TitleBarMobile client:load />

packages/frontend/src/components/TitleBarDesktop.astro

@@ -0,0 +1,27 @@
+---
+import astroLogoLight from "@assets/标题-浅色.svg";
+import astroLogoDark from "@assets/标题-深色.svg";
+import DarkModeImage from "@components/DarkModeImage.svelte";
+import SearchBox from "@components/SearchBox.svelte";
+---
+
+<div class="hidden md:flex relative top-0 left-0 w-full h-28 z-20 justify-between">
+	<div class="w-[305px] xl:ml-8 inline-flex items-center">
+		<a href="/">
+			<DarkModeImage
+				lightSrc={astroLogoLight.src}
+				darkSrc={astroLogoDark.src}
+				alt="Logo"
+				className="w-[305px] h-24 inline-block max-w-[15rem] lg:max-w-[305px]"
+				client:load
+			/>
+		</a>
+	</div>
+	<SearchBox client:load/>
+
+	<div class="inline-flex relative gap-6 h-full lg:right-12
+				text-xl font-medium items-center w-[15rem] min-w-[8rem] mr-4 lg:mr-0 lg:w-[305px] justify-end">
+		<a href="/register">注册</a>
+		<a href="/about">关于</a>
+	</div>
+</div>

packages/frontend/src/components/TitleBarMobile.svelte

@@ -1,26 +1,49 @@
 <script lang="ts">
 	import logoMobileDark from "@assets/TitleBar Mobile Dark.svg";
 	import logoMobileLight from "@assets/TitleBar Mobile Light.svg";
-    import SearchBox from "./SearchBox.svelte";
-    import SearchIcon from "./SearchIcon.svelte";
-    import MenuIcon from "./MenuIcon.svelte";
-    import DarkModeImage from "./DarkModeImage.svelte";
-    import CloseIcon from "./CloseIcon.svelte";
+	import SearchBox from "@components/SearchBox.svelte";
+	import SearchIcon from "src/components/icon/SearchIcon.svelte";
+	import MenuIcon from "@components/icon/MenuIcon.svelte";
+	import DarkModeImage from "@components/DarkModeImage.svelte";
+	import NavigationDrawer from "@components/NavigationDrawer.svelte";
+	import HomeIcon from "@components/icon/HomeIcon.svelte";
+	import InfoIcon from "@components/icon/InfoIcon.svelte";
+	import RegisterIcon from "@components/icon/RegisterIcon.svelte";
 
 	let searchBox: SearchBox | null = null;
 	let showSearchBox = false;
+	let showDrawer = false;
 
 	$: if (showSearchBox && searchBox) {
 		searchBox.changeFocusState(true);
 	}
 </script>
 
-<div class="md:hidden fixed top-0 left-0 w-full h-16 bg-white/80 dark:bg-zinc-800/70 backdrop-blur-lg z-50">
+<NavigationDrawer show={showDrawer} onClose={() => showDrawer = false}>
+	<div class="flex flex-col w-full">
+		<div class="w-full h-14 flex items-center px-4">
+			<HomeIcon className="text-2xl pr-4"/>
+			<a href="/">首页</a>
+		</div>
+		<div class="w-full h-14 flex items-center px-4">
+			<InfoIcon className="text-2xl pr-4"/>
+			<a href="/about">关于</a>
+		</div>
+		<div class="w-full h-14 flex items-center px-4">
+			<RegisterIcon className="text-2xl pr-4"/>
+			<a href="/register">注册</a>
+		</div>
+	</div>
+</NavigationDrawer>
+
+<div class="md:hidden relative top-0 left-0 w-full h-16 z-20">
 	{#if !showSearchBox}
-        <button class="inline-block ml-4 mt-4 dark:text-white">
+		<button class="inline-flex absolute left-0 ml-4 h-full items-center dark:text-white"
+				onclick={() => showDrawer = true}
+		>
 			<MenuIcon/>
 		</button>
-        <div class="ml-8 inline-flex h-full items-center">
+		<div class="absolute left-1/2 -translate-x-1/2 -translate-y-0.5 inline-flex h-full items-center">
 			<a href="/">
 				<DarkModeImage
 						lightSrc={logoMobileLight.src}
@@ -32,16 +55,14 @@
 		</div>
 	{/if}
 	{#if showSearchBox}
-        <SearchBox bind:this={searchBox} />
+		<SearchBox bind:this={searchBox} close={() => showSearchBox = false}/>
 	{/if}
+	{#if !showSearchBox}
 		<button
 				class="inline-flex absolute right-0 h-full items-center mr-4"
 				onclick={() => (showSearchBox = !showSearchBox)}
 		>
-        {#if showSearchBox}
-            <CloseIcon />
-        {:else}
-            <SearchIcon />
-        {/if}
+			<SearchIcon className="text-[1.625rem]"/>
 		</button>
+	{/if}
 </div>

packages/frontend/src/components/VDFtester.svelte

@@ -1,5 +1,12 @@
 <script lang="ts">
-    import { N_ARRAY } from "src/const"; // 假设你的常量文件现在导出 N_ARRAY
+	import {N_ARRAY} from "src/const";
+	import {fade} from "svelte/transition";
+	import {UAParser} from 'ua-parser-js';
+	import {onMount} from "svelte";
+
+	let browserInfo: null | string = null;
+
+	let bigintSupported = typeof BigInt !== 'undefined';
 
 	function generateRandomBigInt(min: bigint, max: bigint) {
 		const range = max - min;
@@ -68,11 +75,13 @@
 `;
 
 	let isBenchmarking = false;
+
 	interface BenchmarkResult {
 		N: bigint;
 		difficulty: bigint;
 		time: number;
 	}
+
 	let benchmarkResults: BenchmarkResult[] = [];
 	let currentProgress = 0;
 	let currentN: bigint | null = null;
@@ -89,6 +98,9 @@
 		});
 	});
 
+	const speedSampleIndex = 1;
+	let speedSample: BenchmarkResult;
+
 	async function startBenchmark() {
 		if (testCombinations.length === 0) {
 			alert("No N values provided in src/const N_ARRAY.");
@@ -106,6 +118,7 @@
 
 		worker.onmessage = (event) => {
 			const {type, N: resultNStr, difficulty: resultDifficultyStr, time, progress} = event.data;
+
 			const resultN = BigInt(resultNStr);
 			const resultDifficulty = BigInt(resultDifficultyStr);
 
@@ -142,78 +155,135 @@
 		return benchmarkResults.reduce((acc, result) => acc + result.time, 0);
 	}
 
-    function getAccumulatedDifficulty() {
-        return benchmarkResults.reduce((acc, result) => acc + Number(result.difficulty), 0);
+	function getSpeed() {
+		speedSample = benchmarkResults[speedSampleIndex];
+		if (!speedSample) {
+			return 0;
+		}
+		return Number(speedSample.difficulty) / speedSample.time * 1000;
 	}
 
-    function getSpeed() {
-        return (getAccumulatedDifficulty() / getAccumulatedTime()) * 1000;
-    }
+	onMount(() => {
+		const ua = navigator ? navigator.userAgent : "";
+		const {browser} = UAParser(ua);
+		browserInfo = browser.name + " " + browser.version;
+	})
 </script>
 
 <div
-    class="md:bg-zinc-50 md:dark:bg-zinc-800 p-6 rounded-md md:border dark:border-zinc-700 mb-6 mt-8 md:w-2/3 lg:w-1/2 xl:w-[37%] md:mx-auto"
+		class="relative mt-8 md:mt-20 md:bg-surface-container-high md:dark:bg-dark-surface-container-high
+    p-6 rounded-md mb-6 md:w-2/3 lg:w-1/2 xl:w-[37%] md:mx-auto"
 >
-    <h2 class="text-xl font-bold mb-4 text-zinc-800 dark:text-zinc-200">VDF Benchmark</h2>
+	<h2 class="text-xl font-[500] mb-4">VDF 基准测试</h2>
 
-    {#if !isBenchmarking}
+	{#if !bigintSupported}
+		<p class="text-error dark:text-dark-error">
+			⚠️ 您的浏览器不支持 BigInt，无法运行基准测试。
+		</p>
+	{:else if !isBenchmarking}
 		<button
-            class="bg-blue-500 hover:bg-blue-600 duration-100 text-white font-bold py-2 px-4 rounded"
+				class="bg-primary dark:bg-dark-primary duration-100 text-on-primary dark:text-dark-on-primary
+                font-medium py-2 px-4 rounded hover:brightness-90"
 				on:click={startBenchmark}
+				disabled={!bigintSupported}
 		>
-            Start Benchmark
+			开始测试
 		</button>
 	{/if}
 
 	{#if isBenchmarking}
-        <p class="mb-8 text-zinc-700 dark:text-zinc-300">
-            Benchmarking in progress... ({currentTestIndex + 1}/{testCombinations.length})
+		<p class="mb-8">
+			正在测试: {currentTestIndex + 1}/{testCombinations.length}
 		</p>
 		{#if currentN !== null && currentDifficulty !== null}
-            <p class="mb-2 text-zinc-700 dark:text-zinc-300">N Bits: {currentN.toString(2).length}</p>
-            <p class="mb-2 text-zinc-700 dark:text-zinc-300">Difficulty: {currentDifficulty}</p>
-            <div class="w-full bg-zinc-300 dark:bg-neutral-700 rounded-full h-1 relative overflow-hidden">
+			<p class="mb-2">密钥长度: {currentN.toString(2).length} 比特</p>
+			<p class="mb-2">难度: {currentDifficulty.toLocaleString()}</p>
+			<div class="w-full rounded-full h-1 relative overflow-hidden">
 				<div
-                    class="bg-black dark:bg-white h-full rounded-full relative"
+						class="bg-primary dark:bg-dark-primary h-full rounded-full absolute"
 						style="width: {currentProgress}%"
 				></div>
+				<div
+						class="bg-secondary-container dark:bg-dark-secondary-container h-full rounded-full absolute right-0"
+						style="width: calc({100 - currentProgress}% - 0.25rem)"
+				></div>
+				<div class="bg-primary dark:bg-dark-primary h-full w-1 rounded-full absolute right-0"></div>
 			</div>
 		{/if}
 	{/if}
 
 	{#if benchmarkResults.length > 0 && !isBenchmarking}
-        <h3 class="text-lg font-bold mt-4 mb-2 text-zinc-800 dark:text-zinc-200">Benchmark Results</h3>
-        <p class="mb-4 text-zinc-700 dark:text-zinc-300 text-sm">
-            <b>Summary:</b>
-            {getAccumulatedDifficulty()}
-            calculations done in {getAccumulatedTime().toFixed(1)}ms,
-            speed: {getSpeed().toFixed(2)} op/s
+		<h3 class="text-lg font-medium mt-4 mb-2">测试结果</h3>
+		<p class="mb-4 text-sm">
+			测试在 {(getAccumulatedTime() / 1000).toFixed(3)} 秒内完成. <br/>
+			速度: {Math.round(getSpeed()).toLocaleString()} 迭代 / 秒. <br/>
+			<span class="text-sm text-on-surface-variant dark:text-dark-on-surface-variant">
+				速度是在 N = {speedSample.N.toString(2).length} bits, T = {speedSample.difficulty} 的测试中测量的.
+			</span>
+			<br/>
+			{#if browserInfo}
+				浏览器版本：{browserInfo}
+			{/if}
 		</p>
-        <table class="w-full text-sm text-left rtl:text-right text-zinc-500 dark:text-zinc-400">
-            <thead
-                class="text-xs text-zinc-700 uppercase dark:text-zinc-400 border-b border-zinc-400 dark:border-zinc-500"
-            >
+		<table class="w-full text-sm text-left rtl:text-right mt-4">
+			<thead class="text-sm uppercase font-medium border-b border-outline dark:border-dark-outline">
 			<tr>
-                    <th scope="col" class="px-6 py-3">Time (ms)</th>
+				<th scope="col" class="px-6 py-3">耗时 (ms)</th>
 				<th scope="col" class="px-6 py-3">N (bits)</th>
-                    <th scope="col" class="px-6 py-3">T (log10)</th>
+				<th scope="col" class="px-6 py-3">T (迭代)</th>
 			</tr>
 			</thead>
 			<tbody>
 			{#each benchmarkResults as result}
-                    <tr class="border-b dark:border-zinc-700 border-zinc-200">
-                        <td class="px-6 py-4 font-medium text-zinc-900 whitespace-nowrap dark:text-white"
-                            >{result.time.toFixed(2)}</td
-                        >
-                        <td class="px-6 py-4 font-medium text-zinc-900 whitespace-nowrap dark:text-white"
-                            >{result.N.toString(2).length}</td
-                        >
-                        <td class="px-6 py-4 font-medium text-zinc-900 whitespace-nowrap dark:text-white"
-                            >{Math.log10(Number(result.difficulty)).toFixed(2)}</td
-                        >
+				<tr class="border-b border-outline-variant dark:border-dark-outline-variant">
+					<td class="px-6 py-4 whitespace-nowrap">
+						{result.time.toFixed(2)}
+					</td>
+					<td class="px-6 py-4 whitespace-nowrap">
+						{result.N.toString(2).length}
+					</td>
+					<td class="px-6 py-4 whitespace-nowrap">
+						{Number(result.difficulty)}
+					</td>
 				</tr>
 			{/each}
 			</tbody>
 		</table>
 	{/if}
 </div>
+
+{#if !isBenchmarking}
+	<div
+			class={"md:w-2/3 lg:w-1/2 xl:w-[37%] md:mx-auto mx-6 mb-12 " +
+            (benchmarkResults.length > 0 && !isBenchmarking ? "" : "absolute left-1/2 -translate-x-1/2 top-72")}
+			transition:fade={{ duration: 200 }}
+	>
+		<h2 class="text-lg font-medium">关于本页</h2>
+		<div class="text-sm text-on-surface-variant dark:text-dark-on-surface-variant">
+			<p>
+				这是一个性能测试页面，<br/>
+				旨在测试我们的一个 VDF (Verifiable Delayed Function, 可验证延迟函数) 实现的性能。<br/>
+				这是一个数学函数，它驱动了整个网站的验证码（CAPTCHA）。<br/>
+				通过使用该函数，我们可以让您无需通过点选图片或滑动滑块既可完成验证， 同时防御我们的网站，使其免受自动程序的攻击。
+				<br/>
+			</p>
+			<p>
+				点击 <i>Start Benchmark</i> 按钮，会自动测试并展示结果。<br/>
+			</p>
+			<p>
+				你可以将结果发送至邮箱: <a href="mailto:contact@alikia2x.com">contact@alikia2x.com</a>
+				或 QQ：<a href="https://qm.qq.com/q/WS8zyhlcEU">1559913735</a>，并附上自己的设备信息
+				（例如，手机型号、电脑的 CPU 型号等）。<br/>
+				我们会根据测试结果，优化我们的实现，使性能更优。<br/>
+				感谢你的支持！<br/>
+			</p>
+		</div>
+	</div>
+{/if}
+
+<style lang="postcss">
+    @reference "tailwindcss";
+    p {
+        @apply my-2;
+    }
+</style>

packages/frontend/src/components/Welcome.astro

@@ -4,7 +4,7 @@ import TitleBar from "@components/TitleBar.astro";
 
 <TitleBar/>
 
-<main class="flex flex-col items-center justify-center min-h-screen gap-8">
-    <h1 class="text-4xl font-bold text-center">正在施工中……</h1>
+<main class="flex flex-col items-center justify-center h-full flex-grow gap-8 px-4">
+    <h1 class="text-4xl font-medium text-center">正在施工中……</h1>
     <p>在搜索栏输入BV号或AV号，可以查询目前数据库收集到的信息~</p>
 </main>

packages/frontend/src/components/icon/CloseIcon.svelte

@@ -1,9 +1,9 @@
 <script lang="ts">
-    export let className = "";
+    export let className = '';
 </script>
 
 <div class={className}>
-    <svg xmlns="http://www.w3.org/2000/svg" width="26" height="26" viewBox="0 0 24 24">
+    <svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewBox="0 0 24 24">
         <path
             fill="currentColor"
             d="M6.4 19L5 17.6l5.6-5.6L5 6.4L6.4 5l5.6 5.6L17.6 5L19 6.4L13.4 12l5.6 5.6l-1.4 1.4l-5.6-5.6z"

packages/frontend/src/components/icon/HomeIcon.svelte

@@ -0,0 +1,10 @@
+<script lang="ts">
+	export let className = '';
+</script>
+
+<div class={className}>
+	<svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewBox="0 0 24 24">
+		<path fill="currentColor"
+			  d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1"/>
+	</svg>
+</div>

packages/frontend/src/components/icon/InfoIcon.svelte

@@ -0,0 +1,9 @@
+<script lang="ts">
+	export let className = '';
+</script>
+
+<div class={className}>
+	<svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewBox="0 0 24 24">
+		<path fill="currentColor" d="M11 17h2v-6h-2zm1-8q.425 0 .713-.288T13 8t-.288-.712T12 7t-.712.288T11 8t.288.713T12 9m0 13q-2.075 0-3.9-.788t-3.175-2.137T2.788 15.9T2 12t.788-3.9t2.137-3.175T8.1 2.788T12 2t3.9.788t3.175 2.137T21.213 8.1T22 12t-.788 3.9t-2.137 3.175t-3.175 2.138T12 22" />
+	</svg>
+</div>

packages/frontend/src/components/icon/RegisterIcon.svelte

@@ -0,0 +1,9 @@
+<script lang="ts">
+	export let className = '';
+</script>
+
+<div class={className}>
+	<svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewBox="0 0 24 24">
+		<path fill="currentColor" d="M15 14c-2.67 0-8 1.33-8 4v2h16v-2c0-2.67-5.33-4-8-4m-9-4V7H4v3H1v2h3v3h2v-3h3v-2m6 2a4 4 0 0 0 4-4a4 4 0 0 0-4-4a4 4 0 0 0-4 4a4 4 0 0 0 4 4" />
+	</svg>
+</div>

packages/frontend/src/components/icon/RightArrow.astro

@@ -0,0 +1,8 @@
+---
+const {...props} = Astro.props;
+---
+
+<svg {...props} width="10.72" height="8" viewBox="0 0 10.72 8" fill="none" xmlns="http://www.w3.org/2000/svg">
+	<path d="M0.08 3.66Q0 3.82 0 4.03Q0 4.29 0.13 4.45Q0.13 4.46 0.13 4.46Q0.19 4.52 0.26 4.56Q0.36 4.62 0.49 4.62L8.56 4.62L6.15 7.03Q6.1 7.07 6.08 7.12Q6.01 7.22 6.01 7.36Q6.01 7.41 6.02 7.47Q6.06 7.66 6.22 7.83Q6.37 7.98 6.54 8.02Q6.61 8.04 6.67 8.04Q6.81 8.04 6.91 7.98Q6.97 7.95 7.01 7.9L10.5 4.42Q10.72 4.2 10.72 4.03Q10.72 3.84 10.5 3.62L7.01 0.13Q6.84 0 6.67 0Q6.64 0 6.61 0Q6.41 0.02 6.22 0.21Q6.06 0.37 6.02 0.56Q6.01 0.62 6.01 0.68Q6.01 0.76 6.04 0.84Q6.07 0.93 6.15 1L8.56 3.41L0.49 3.41Q0.38 3.41 0.29 3.46Q0.2 3.5 0.13 3.59Q0.1 3.63 0.08 3.66Z"
+		  fill="currentColor" fill-opacity="1.000000" fill-rule="evenodd"/>
+</svg>

packages/frontend/src/components/icon/SearchIcon.svelte

@@ -3,7 +3,7 @@
 </script>
 
 <div class={className}>
-    <svg xmlns="http://www.w3.org/2000/svg" width="26" height="26" viewBox="0 0 24 24">
+    <svg xmlns="http://www.w3.org/2000/svg" width="1em" height="1em" viewBox="0 0 24 24">
         <path
             fill="currentColor"
             d="m19.6 21l-6.3-6.3q-.75.6-1.725.95T9.5 16q-2.725 0-4.612-1.888T3 9.5t1.888-4.612T9.5 3t4.613 1.888T16 9.5q0 1.1-.35 2.075T14.7 13.3l6.3 6.3zM9.5 14q1.875 0 3.188-1.312T14 9.5t-1.312-3.187T9.5 5T6.313 6.313T5 9.5t1.313 3.188T9.5 14"

packages/frontend/src/const.ts

@@ -1,13 +1,25 @@
-const N_1024 = BigInt("129023318876534346704360951712586568674758913224876821534686030409476129469193481910786173836188085930974906857867802234113909470848523288588793477904039083513378341278558405407018889387577114155572311708428733260891448259786041525189132461448841652472631435226032063278124857443496954605482776113964107326943")
+const N_1024 = BigInt(
+	"129023318876534346704360951712586568674758913224876821534686030409476129469193481910786173836188085930974906857867802234113909470848523288588793477904039083513378341278558405407018889387577114155572311708428733260891448259786041525189132461448841652472631435226032063278124857443496954605482776113964107326943",
+);
 
-const N_2048 = BigInt("23987552118069940970878653610463005981599204778388399885550631951871084945075866571231062435627294546200946516668493107358732376187241747090707087544153108117326163500579370560400058549184722138636116585329496684877258304519458316233517215780035360354808658620079068489084797380781488445517430961701007542207001544091884001098497324624368085682074645221148086075871342544591022944384890014176612259729018968864426602901247715051556212559854689574013699665035317257438297910516976812428036717668766321871780963854649899276251822244719887233041422346429752896925499321431273560130952088238625622570366815755926694833109")
+const N_2048 = BigInt(
+	"23987552118069940970878653610463005981599204778388399885550631951871084945075866571231062435627294546200946516668493107358732376187241747090707087544153108117326163500579370560400058549184722138636116585329496684877258304519458316233517215780035360354808658620079068489084797380781488445517430961701007542207001544091884001098497324624368085682074645221148086075871342544591022944384890014176612259729018968864426602901247715051556212559854689574013699665035317257438297910516976812428036717668766321871780963854649899276251822244719887233041422346429752896925499321431273560130952088238625622570366815755926694833109",
+);
 
-const N_1792 = BigInt("23987552118069940970878653610463005981599204778388399885550631951871084945075866571231062435627294546200946516668493107358732376187241747090707087544153108117326163500579370560400058549184722138636116585329496684877258304519458316233517215780035360354808658620079068489084797380781488445517430961701007542207001544091884001098497324624368085682074645221148086075871342544591022944384890014176612259729018968864426602901247715051556212559854689574013699665035317257438297910516976812428036717668766321871780963854649899276251822244719887233041422346429752896925499321431273560130952088238625622570366815755926694833109")
+const N_1792 = BigInt(
+	"23987552118069940970878653610463005981599204778388399885550631951871084945075866571231062435627294546200946516668493107358732376187241747090707087544153108117326163500579370560400058549184722138636116585329496684877258304519458316233517215780035360354808658620079068489084797380781488445517430961701007542207001544091884001098497324624368085682074645221148086075871342544591022944384890014176612259729018968864426602901247715051556212559854689574013699665035317257438297910516976812428036717668766321871780963854649899276251822244719887233041422346429752896925499321431273560130952088238625622570366815755926694833109",
+);
 
-const N_1536 = BigInt("1694330250214463438908848400950857073137355630337290254958754184668036770489801447652464038218330711288158361242955860326168191830448553710492926795708495297280933502917598985378231124113971732841791156356676046934277122699383776036675381503510992810963611269045078440132744168908318454891211962146563551929591147663448816841024591820348784855441153716551049843185172472891407933214238000452095646085222944171689449292644270516031799660928056315886939284985905227")
+const N_1536 = BigInt(
+	"1694330250214463438908848400950857073137355630337290254958754184668036770489801447652464038218330711288158361242955860326168191830448553710492926795708495297280933502917598985378231124113971732841791156356676046934277122699383776036675381503510992810963611269045078440132744168908318454891211962146563551929591147663448816841024591820348784855441153716551049843185172472891407933214238000452095646085222944171689449292644270516031799660928056315886939284985905227",
+);
 
-const N_3072 = BigInt("4432919939296042464443862503456460073874727648022810391370558006281079088795179408238989283371442564716849343712703672836423961818025813387453469700639513190304802553045342607888612037304066433501317127429264242784608682213025490491212489901736408833027611579294436675682774458141490718959615677971745638214649336218217578937534746160749039668886450447773018369168258067682196337978245372237157696236362344796867228581553446331915147012787367438751646936429739232247148712001806846526947508445039707404287951727838234648917450736371192435665040644040487427986702098273581288935278964444790007953559851323281510927332862225214878776790605026472021669614552481167977412450477230442015077669503312683966631454347169703030544483487968842349634064181183599641180349414682042575010303056241481622837185325228233789954078775053744988023738762706404546546146837242590884760044438874357295029411988267287001033032827035809135092270843")
+const N_3072 = BigInt(
+	"4432919939296042464443862503456460073874727648022810391370558006281079088795179408238989283371442564716849343712703672836423961818025813387453469700639513190304802553045342607888612037304066433501317127429264242784608682213025490491212489901736408833027611579294436675682774458141490718959615677971745638214649336218217578937534746160749039668886450447773018369168258067682196337978245372237157696236362344796867228581553446331915147012787367438751646936429739232247148712001806846526947508445039707404287951727838234648917450736371192435665040644040487427986702098273581288935278964444790007953559851323281510927332862225214878776790605026472021669614552481167977412450477230442015077669503312683966631454347169703030544483487968842349634064181183599641180349414682042575010303056241481622837185325228233789954078775053744988023738762706404546546146837242590884760044438874357295029411988267287001033032827035809135092270843",
+);
 
-const N_4096 = BigInt("703671044356805218391078271512201582198770553281951369783674142891088501340774249238173262580562112786670043634665390581120113644316651934154746357220932310140476300088580654571796404198410555061275065442553506658401183560336140989074165998202690496991174269748740565700402715364422506782445179963440819952745241176450402011121226863984008975377353558155910994380700267903933205531681076494639818328879475919332604951949178075254600102192323286738973253864238076198710173840170988339024438220034106150475640983877458155141500313471699516670799821379238743709125064098477109094533426340852518505385314780319279862586851512004686798362431227795743253799490998475141728082088984359237540124375439664236138519644100625154580910233437864328111620708697941949936338367445851449766581651338876219676721272448769082914348242483068204896479076062102236087066428603930888978596966798402915747531679758905013008059396214343112694563043918465373870648649652122703709658068801764236979191262744515840224548957285182453209028157886219424802426566456408109642062498413592155064289314088837031184200671561102160059065729282902863248815224399131391716503171191977463328439766546574118092303414702384104112719959325482439604572518549918705623086363111")
+const N_4096 = BigInt(
+	"703671044356805218391078271512201582198770553281951369783674142891088501340774249238173262580562112786670043634665390581120113644316651934154746357220932310140476300088580654571796404198410555061275065442553506658401183560336140989074165998202690496991174269748740565700402715364422506782445179963440819952745241176450402011121226863984008975377353558155910994380700267903933205531681076494639818328879475919332604951949178075254600102192323286738973253864238076198710173840170988339024438220034106150475640983877458155141500313471699516670799821379238743709125064098477109094533426340852518505385314780319279862586851512004686798362431227795743253799490998475141728082088984359237540124375439664236138519644100625154580910233437864328111620708697941949936338367445851449766581651338876219676721272448769082914348242483068204896479076062102236087066428603930888978596966798402915747531679758905013008059396214343112694563043918465373870648649652122703709658068801764236979191262744515840224548957285182453209028157886219424802426566456408109642062498413592155064289314088837031184200671561102160059065729282902863248815224399131391716503171191977463328439766546574118092303414702384104112719959325482439604572518549918705623086363111",
+);
 
 export const N_ARRAY = [N_1024, N_1536, N_1792, N_2048, N_3072, N_4096];

packages/frontend/src/content/about.md

@@ -33,7 +33,6 @@
 
 参见 [CVSA 文档](https://docs.projectcvsa.com/)。
 
-
 ## 开放许可
 
 受本文以 [CC BY-NC-SA 4.0 协议](https://creativecommons.org/licenses/by-nc-sa/4.0/) 提供。