update: dependency version

fix: missing field in db schema
fix: several bugs about type
2025-06-10 15:08:08 +08:00 · 2025-06-10 15:03:39 +08:00 · 2025-06-10 14:46:28 +08:00 · 2025-06-10 14:38:55 +08:00 · 2025-06-08 18:24:15 +08:00 · 2025-06-08 18:09:49 +08:00
239 changed files with 15787 additions and 1686 deletions
--- a/.tokeignore
+++ b/.tokeignore
@ -6,3 +6,6 @@ data
 *config*
 Inter.css
 MiSans.css
 *.yaml
 *.yml
 *.mdx
--- a/Dockerfile.backend
+++ b/Dockerfile.backend
@ -1,4 +1,4 @@
-FROM oven/bun
+FROM oven/bun:1.2.8-debian
 WORKDIR /app
@ -6,6 +6,12 @@ COPY ./packages/core ./core
 COPY ./packages/backend/package.json ./packages/backend/bun.lock ./backend/
 RUN apt update && apt install -y curl
 RUN ln -s /bin/uname /usr/bin/uname
 RUN /bin/bash -c "$(curl -fsSL https://aliyuncli.alicdn.com/install.sh)"
 WORKDIR backend
 RUN bun install
--- a/Dockerfile.frontend
+++ b/Dockerfile.frontend
@ -1,5 +1,7 @@
 FROM oven/bun
 ARG BACKEND_URL
 WORKDIR /app
 COPY . .
@ -12,6 +14,7 @@ RUN bun run build
 ENV HOST=0.0.0.0
 ENV PORT=4321
 ENV BACKEND_URL=${BACKEND_URL}
 EXPOSE 4321
--- a/Dockerfile.next
+++ b/Dockerfile.next
@ -0,0 +1,14 @@
 FROM node:lts-slim AS production
 WORKDIR /app
 COPY ./packages/next/.next ./.next
 COPY ./packages/next/public ./public
 COPY ./packages/next/package.json ./package.json
 COPY ./packages/next/node_modules ./node_modules
 ENV NODE_ENV production
 EXPOSE 7400
 CMD ["npm", "start"]
--- a/bun.lock
+++ b/bun.lock
@ -4,18 +4,24 @@
    "": {
      "name": "cvsa",
      "dependencies": {
        "arg": "^5.0.2",
        "postgres": "^3.4.5",
      },
      "devDependencies": {
        "@types/bun": "^1.2.15",
        "prettier": "^3.5.3",
        "vite-tsconfig-paths": "^5.1.4",
        "vitest": "^3.1.2",
        "vitest-tsconfig-paths": "^3.4.1",
      },
    },
    "packages/backend": {
-      "name": "backend",
+      "name": "@cvsa/backend",
      "version": "0.5.3",
      "dependencies": {
        "@koshnic/ratelimit": "^1.0.3",
        "@rabbit-company/argon2id": "^2.1.0",
        "chalk": "^5.4.1",
        "hono": "^4.7.8",
        "hono-rate-limiter": "^0.4.2",
        "ioredis": "^5.6.1",
@ -31,7 +37,8 @@
      },
    },
    "packages/core": {
-      "name": "core",
+      "name": "@cvsa/core",
      "version": "0.0.5",
      "dependencies": {
        "@koshnic/ratelimit": "^1.0.3",
        "chalk": "^5.4.1",
@ -54,6 +61,7 @@
        "express": "^5.1.0",
        "ioredis": "^5.6.1",
        "onnxruntime-node": "1.19.2",
        "postgres": "^3.4.5",
      },
      "devDependencies": {
        "concurrently": "^9.1.2",
@ -87,33 +95,33 @@
  "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/compiler": ["@astrojs/compiler@2.12.0", "", {}, "sha512-7bCjW6tVDpUurQLeKBUN9tZ5kSv5qYrGmcn0sG0IwacL7isR2ZbyyA3AdZ4uxsuUFOS2SlgReTH7wkxO6zpqWA=="],
    "@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=="],
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-    "@bull-board/ui": ["@bull-board/ui@6.9.5", "", { "dependencies": { "@bull-board/api": "6.9.5" } }, "sha512-+4YnDvyuY3MOVkXFxkspRbqawLtIExHzRQ4raQWagOc35KD7v2/ccFGyRPDI/N0bemsiNkOPkcZGf/LFcaOZmA=="],
+    "@bull-board/ui": ["@bull-board/ui@6.9.6", "", { "dependencies": { "@bull-board/api": "6.9.6" } }, "sha512-uRYJ3G4hsodEuhVd7yIl7MSsGNYZNa0nCcivK472ojUV22t4ZB2j2KKew07jBhlhPN5jxzQ5PJh16lOnrWk9vQ=="],
    "@capsizecss/unpack": ["@capsizecss/unpack@2.4.0", "", { "dependencies": { "blob-to-buffer": "^1.2.8", "cross-fetch": "^3.0.4", "fontkit": "^2.0.2" } }, "sha512-GrSU71meACqcmIUxPYOJvGKF0yryjN/L1aCuE9DViCTJI7bfkjgYDPD1zbNDcINJwSSP6UaBZY9GAbYDO7re0Q=="],
@ -121,67 +129,71 @@
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    "@cvsa/backend": ["@cvsa/backend@workspace:packages/backend"],
    "@cvsa/core": ["@cvsa/core@workspace:packages/core"],
    "@dabh/diagnostics": ["@dabh/diagnostics@2.0.3", "", { "dependencies": { "colorspace": "1.1.x", "enabled": "2.0.x", "kuler": "^2.0.0" } }, "sha512-hrlQOIi7hAfzsMqlGSFyVucrx38O+j6wiGOf//H2ecvIEqYN4ADBSS2iLMh5UFyDunCNniUIPk/q3riFv45xRA=="],
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+    "vitest": ["vitest@3.2.2", "", { "dependencies": { "@types/chai": "^5.2.2", "@vitest/expect": "3.2.2", "@vitest/mocker": "3.2.2", "@vitest/pretty-format": "^3.2.2", "@vitest/runner": "3.2.2", "@vitest/snapshot": "3.2.2", "@vitest/spy": "3.2.2", "@vitest/utils": "3.2.2", "chai": "^5.2.0", "debug": "^4.4.1", "expect-type": "^1.2.1", "magic-string": "^0.30.17", "pathe": "^2.0.3", "picomatch": "^4.0.2", "std-env": "^3.9.0", "tinybench": "^2.9.0", "tinyexec": "^0.3.2", "tinyglobby": "^0.2.14", "tinypool": "^1.1.0", "tinyrainbow": "^2.0.0", "vite": "^5.0.0 || ^6.0.0 || ^7.0.0-0", "vite-node": "3.2.2", "why-is-node-running": "^2.3.0" }, "peerDependencies": { "@edge-runtime/vm": "*", "@types/debug": "^4.1.12", "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0", "@vitest/browser": "3.2.2", "@vitest/ui": "3.2.2", "happy-dom": "*", "jsdom": "*" }, "optionalPeers": ["@edge-runtime/vm", "@types/debug", "@types/node", "@vitest/browser", "@vitest/ui", "happy-dom", "jsdom"], "bin": { "vitest": "vitest.mjs" } }, "sha512-fyNn/Rp016Bt5qvY0OQvIUCwW2vnaEBLxP42PmKbNIoasSYjML+8xyeADOPvBe+Xfl/ubIw4og7Lt9jflRsCNw=="],
    "vitest-tsconfig-paths": ["vitest-tsconfig-paths@3.4.1", "", { "dependencies": { "debug": "^4.1.1", "globrex": "^0.1.2", "recrawl-sync": "^2.0.3", "tsconfig-paths": "^3.9.0" } }, "sha512-CnRpA/jcqgZfnkk0yvwFW92UmIpf03wX/wLiQBNWAcOG7nv6Sdz3GsPESAMEqbVy8kHBoWB3XeNamu6PUrFZLA=="],
@ -1519,7 +1531,7 @@
    "yocto-queue": ["yocto-queue@1.2.1", "", {}, "sha512-AyeEbWOu/TAXdxlV9wmGcR0+yh2j3vYPGOECcIj2S7MkrLyC7ne+oye2BKTItt0ii2PHk4cDy+95+LshzbXnGg=="],
-    "yocto-spinner": ["yocto-spinner@0.2.2", "", { "dependencies": { "yoctocolors": "^2.1.1" } }, "sha512-21rPcM3e4vCpOXThiFRByX8amU5By1R0wNS8Oex+DP3YgC8xdU0vEJ/K8cbPLiIJVosSSysgcFof6s6MSD5/Vw=="],
+    "yocto-spinner": ["yocto-spinner@0.2.3", "", { "dependencies": { "yoctocolors": "^2.1.1" } }, "sha512-sqBChb33loEnkoXte1bLg45bEBsOP9N1kzQh5JZNKj/0rik4zAPTNSAVPj3uQAdc6slYJ0Ksc403G2XgxsJQFQ=="],
    "yoctocolors": ["yoctocolors@2.1.1", "", {}, "sha512-GQHQqAopRhwU8Kt1DDM8NjibDXHC8eoh1erhGAJPEyveY9qqVeXvVikNKrDz69sHowPMorbPUrH/mx8c50eiBQ=="],
@ -1527,7 +1539,7 @@
    "zimmerframe": ["zimmerframe@1.1.2", "", {}, "sha512-rAbqEGa8ovJy4pyBxZM70hg4pE6gDgaQ0Sl9M3enG3I0d6H4XSAM3GeNGLKnsBpuijUow064sf7ww1nutC5/3w=="],
-    "zod": ["zod@3.24.3", "", {}, "sha512-HhY1oqzWCQWuUqvBFnsyrtZRhyPeR7SUGv+C4+MsisMuVfSPx8HpwWqH8tRahSlt6M3PiFAcoeFhZAqIXTxoSg=="],
+    "zod": ["zod@3.25.51", "", {}, "sha512-TQSnBldh+XSGL+opiSIq0575wvDPqu09AqWe1F7JhUMKY+M91/aGlK4MhpVNO7MgYfHcVCB1ffwAUTJzllKJqg=="],
    "zod-to-json-schema": ["zod-to-json-schema@3.24.5", "", { "peerDependencies": { "zod": "^3.24.1" } }, "sha512-/AuWwMP+YqiPbsJx5D6TfgRTc4kTLjsh5SOcd4bLsfUg2RcEXrFMJl1DGgdHy2aCfsIA/cr/1JM0xcB2GZji8g=="],
@ -1543,6 +1555,8 @@
    "@isaacs/cliui/wrap-ansi": ["wrap-ansi@8.1.0", "", { "dependencies": { "ansi-styles": "^6.1.0", "string-width": "^5.0.1", "strip-ansi": "^7.0.1" } }, "sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ=="],
    "@koshnic/ratelimit/@types/chai": ["@types/chai@4.3.20", "", {}, "sha512-/pC9HAB5I/xMlc5FP77qjCnI16ChlJfW0tGa0IUcFn38VJrTV6DeZ60NU5KZBtaOZqjdpwTWohz5HU1RrhiYxQ=="],
    "@koshnic/ratelimit/chai": ["chai@4.5.0", "", { "dependencies": { "assertion-error": "^1.1.0", "check-error": "^1.0.3", "deep-eql": "^4.1.3", "get-func-name": "^2.0.2", "loupe": "^2.3.6", "pathval": "^1.1.1", "type-detect": "^4.1.0" } }, "sha512-RITGBfijLkBddZvnn8jdqoTypxvqbOLYQkGGxXzeFjVHvudaPw0HNFD9x928/eUwYWd2dPCugVqspGALTZZQKw=="],
    "@rollup/pluginutils/estree-walker": ["estree-walker@2.0.2", "", {}, "sha512-Rfkk/Mp/DL7JVje3u18FxFujQlTNR2q6QfMSMB7AvCBx91NGj/ba3kCfza0f6dVDbw7YlRf/nDrn7pQrCCyQ/w=="],
@ -1553,7 +1567,7 @@
    "@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/@napi-rs/wasm-runtime": ["@napi-rs/wasm-runtime@0.2.10", "", { "dependencies": { "@emnapi/core": "^1.4.3", "@emnapi/runtime": "^1.4.3", "@tybys/wasm-util": "^0.9.0" }, "bundled": true }, "sha512-bCsCyeZEwVErsGmyPNSzwfwFn4OdxBj0mmv6hOFucB/k81Ojdu68RbZdxYsRQUPc9l6SU5F/cG+bXgWs3oUgsQ=="],
    "@tailwindcss/oxide-wasm32-wasi/@tybys/wasm-util": ["@tybys/wasm-util@0.9.0", "", { "dependencies": { "tslib": "^2.4.0" }, "bundled": true }, "sha512-6+7nlbMVX/PVDCwaIQ8nTOPveOcFLSt8GcXdx8hD0bt39uWxYT88uXzqTd4fTvqta7oeUJqudepapKNt2DYJFw=="],
@ -1567,7 +1581,7 @@
    "boxen/string-width": ["string-width@7.2.0", "", { "dependencies": { "emoji-regex": "^10.3.0", "get-east-asian-width": "^1.0.0", "strip-ansi": "^7.1.0" } }, "sha512-tsaTIkKW9b4N+AEj+SVA+WhJzV7/zMhcSu78mLKWSk7cXMOSHsBKFWUs0fWwq8QyK3MgJBQRX6Gbi4kYbdvGkQ=="],
-    "boxen/type-fest": ["type-fest@4.40.1", "", {}, "sha512-9YvLNnORDpI+vghLU/Nf+zSv0kL47KbVJ1o3sKgoTefl6i+zebxbiDQWoe/oWWqPhIgQdRZRT1KA9sCPL810SA=="],
+    "boxen/type-fest": ["type-fest@4.41.0", "", {}, "sha512-TeTSQ6H5YHvpqVwBRcnLDCBnDOHWYu7IvGbHT6N8AOymcr9PJGjc1GTtiWZTYg0NCgYwvnYWEkVChQAr9bjfwA=="],
    "cliui/wrap-ansi": ["wrap-ansi@7.0.0", "", { "dependencies": { "ansi-styles": "^4.0.0", "string-width": "^4.1.0", "strip-ansi": "^6.0.0" } }, "sha512-YVGIj2kamLSTxw6NsZjoBxfSwsn0ycdesmc4p+Q21c5zPuZ1pl+NfxVdxPtdHvmNVOQ6XSYG4AUtyt/Fi7D16Q=="],
@ -1595,8 +1609,6 @@
    "p-locate/p-limit": ["p-limit@3.1.0", "", { "dependencies": { "yocto-queue": "^0.1.0" } }, "sha512-TYOanM3wGwNGsZN2cVTYPArw454xnXj5qmWF1bEoAc4+cU/ol7GVh7odevjp1FNHduHc3KZMcFduxU5Xc6uJRQ=="],
    "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=="],
    "readdirp/picomatch": ["picomatch@2.3.1", "", {}, "sha512-JU3teHTNjmE2VCGFzuY8EXzCDVwEqB2a8fsIvwaStHhAWJEeVd1o1QD80CU6+ZdEXXSLbSsuLwJjkCBWqRQUVA=="],
@ -1697,14 +1709,6 @@
    "p-locate/p-limit/yocto-queue": ["yocto-queue@0.1.0", "", {}, "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q=="],
    "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=="],
    "sucrase/glob/minimatch": ["minimatch@9.0.5", "", { "dependencies": { "brace-expansion": "^2.0.1" } }, "sha512-G6T0ZX48xgozx7587koeX9Ys2NYy6Gmv//P89sEte9V9whIapMNF4idKxnW2QtCcLiTWlb/wfCabAtAFWhhBow=="],
    "unstorage/chokidar/readdirp": ["readdirp@4.1.2", "", {}, "sha512-GDhwkLfywWL2s6vEjyhri+eXmfH6j1L7JE27WhqLeYzoh/A3DBaYGEj2H/HFZCn/kMfim73FXxEJTw06WtxQwg=="],
--- a/package.json
+++ b/package.json
@ -1,6 +1,6 @@
 {
 	"name": "cvsa",
-    "version": "2.13.22",
+	"version": "3.15.34",
 	"private": false,
 	"type": "module",
 	"workspaces": [
@ -10,9 +10,12 @@
 		"packages/crawler"
 	],
 	"dependencies": {
 		"arg": "^5.0.2",
 		"postgres": "^3.4.5"
 	},
 	"devDependencies": {
 		"@types/bun": "^1.2.15",
 		"prettier": "^3.5.3",
 		"vite-tsconfig-paths": "^5.1.4",
 		"vitest": "^3.1.2",
 		"vitest-tsconfig-paths": "^3.4.1"
--- a/packages/backend/db/latestSnapshots.ts
+++ b/packages/backend/db/latestSnapshots.ts
@ -0,0 +1,13 @@
 import { sql } from "@core/db/dbNew";
 import type { LatestSnapshotType } from "@core/db/schema.d.ts";
 export async function getVideosInViewsRange(minViews: number, maxViews: number) {
 	return sql<LatestSnapshotType[]>`
        SELECT *
        FROM latest_video_snapshot
        WHERE views >= ${minViews}
        AND views <= ${maxViews}
        ORDER BY views DESC
        LIMIT 5000
 	`;
 }
--- a/packages/backend/lib/auth/getJWTsecret.ts
+++ b/packages/backend/lib/auth/getJWTsecret.ts
@ -5,9 +5,10 @@ export const getJWTsecret = () => {
 	if (!secret) {
 		const response: ErrorResponse = {
 			message: "JWT_SECRET is not set",
-			code: "SERVER_ERROR"
+			code: "SERVER_ERROR",
 			errors: []
 		};
 		return [response, true];
 	}
 	return [secret, null];
-}
+};
--- a/packages/backend/middleware/captcha.ts
+++ b/packages/backend/middleware/captcha.ts
@ -4,7 +4,7 @@ import { SlidingWindow } from "@core/mq/slidingWindow.ts";
 import { getCaptchaConfigMaxDuration, getCurrentCaptchaDifficulty } from "@/lib/auth/captchaDifficulty.ts";
 import { sqlCred } from "@core/db/dbNew.ts";
 import { redis } from "@core/db/redis.ts";
-import { verify } from 'hono/jwt';
+import { verify } from "hono/jwt";
 import { JwtTokenInvalid, JwtTokenExpired } from "hono/utils/jwt/types";
 import { getJWTsecret } from "@/lib/auth/getJWTsecret.ts";
 import { lockManager } from "@core/mq/lockManager.ts";
@ -23,7 +23,8 @@ export const captchaMiddleware = async (c: Context, next: Next) => {
 	if (!authHeader) {
 		const response: ErrorResponse = {
 			message: "'Authorization' header is missing.",
-			code: "UNAUTHORIZED"
+			code: "UNAUTHORIZED",
 			errors: []
 		};
 		return c.json<ErrorResponse>(response, 401);
 	}
@ -32,7 +33,8 @@ export const captchaMiddleware = async (c: Context, next: Next) => {
 	if (!authIsBearer || authHeader.length < 8) {
 		const response: ErrorResponse = {
 			message: "'Authorization' header is invalid.",
-			code: "INVALID_HEADER"
+			code: "INVALID_HEADER",
 			errors: []
 		};
 		return c.json<ErrorResponse>(response, 400);
 	}
@ -60,47 +62,48 @@ export const captchaMiddleware = async (c: Context, next: Next) => {
 		if (consumed) {
 			const response: ErrorResponse = {
 				message: "Token has already been used.",
-				code: "INVALID_CREDENTIALS"
+				code: "INVALID_CREDENTIALS",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 401);
 		}
 		if (difficulty < requiredDifficulty) {
 			const response: ErrorResponse = {
 				message: "Token too weak.",
-				code: "UNAUTHORIZED"
+				code: "UNAUTHORIZED",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 401);
 		}
 		const EXPIRE_FIVE_MINUTES = 300;
 		await lockManager.acquireLock(tokenID, EXPIRE_FIVE_MINUTES);
-	}
+	} catch (e) {
 	catch (e) {
 		if (e instanceof JwtTokenInvalid) {
 			const response: ErrorResponse = {
 				message: "Failed to verify the token.",
-				code: "INVALID_CREDENTIALS"
+				code: "INVALID_CREDENTIALS",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 400);
-		}
+		} else if (e instanceof JwtTokenExpired) {
 		else if (e instanceof JwtTokenExpired) {
 			const response: ErrorResponse = {
 				message: "Token expired.",
-				code: "INVALID_CREDENTIALS"
+				code: "INVALID_CREDENTIALS",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 400);
-		}
+		} else if (e instanceof ValidationError) {
 		else if (e instanceof ValidationError) {
 			const response: ErrorResponse = {
 				code: "INVALID_QUERY_PARAMS",
 				message: "Invalid query parameters",
 				errors: e.errors
 			};
 			return c.json<ErrorResponse>(response, 400);
-		}
+		} else {
 		else {
 			const response: ErrorResponse = {
 				message: "Unknown error.",
-				code: "UNKNOWN_ERROR"
+				code: "UNKNOWN_ERROR",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 500);
 		}
--- a/packages/backend/middleware/cors.ts
+++ b/packages/backend/middleware/cors.ts
@ -0,0 +1,14 @@
 import { cors } from "hono/cors";
 import { Context, Next } from "hono";
 export const corsMiddleware = async (c: Context, next: Next) => {
 	if (c.req.path.startsWith("/user") || c.req.path.startsWith("/login")) {
 		const corsMiddlewareHandler = cors({
 			origin: c.req.header("Origin"),
 			credentials: true
 		});
 		return corsMiddlewareHandler(c, next);
 	}
 	const corsMiddlewareHandler = cors();
 	return corsMiddlewareHandler(c, next);
 };
--- a/packages/backend/middleware/rateLimiters.ts
+++ b/packages/backend/middleware/rateLimiters.ts
@ -6,8 +6,8 @@ import { RateLimiter } from "@koshnic/ratelimit";
 import { ErrorResponse } from "@/src/schema";
 import { redis } from "@core/db/redis.ts";
-export const getIdentifier = (c: Context, includeIP: boolean = true) => {
+export const getUserIP = (c: Context) => {
-	let ipAddr = generateRandomId(6);
+	let ipAddr = null;
 	const info = getConnInfo(c);
 	if (info.remote && info.remote.address) {
 		ipAddr = info.remote.address;
@ -16,6 +16,14 @@ export const getIdentifier = (c: Context, includeIP: boolean = true) => {
 	if (forwardedFor) {
 		ipAddr = forwardedFor.split(",")[0];
 	}
 	return ipAddr;
 };
 export const getIdentifier = (c: Context, includeIP: boolean = true) => {
 	let ipAddr = generateRandomId(6);
 	if (getUserIP(c)) {
 		ipAddr = getUserIP(c);
 	}
 	const path = c.req.path;
 	const method = c.req.method;
 	const ipIdentifier = includeIP ? `@${ipAddr}` : "";
@ -35,7 +43,8 @@ export const registerRateLimiter = async (c: Context<BlankEnv, "/user", {}>, nex
 	if (!allowed) {
 		const response: ErrorResponse = {
 			message: `Too many requests, please retry after ${Math.round(retryAfter)} seconds.`,
-			code: "RATE_LIMIT_EXCEEDED"
+			code: "RATE_LIMIT_EXCEEDED",
 			errors: []
 		};
 		return c.json<ErrorResponse>(response, 429);
 	}
--- a/packages/backend/package.json
+++ b/packages/backend/package.json
@ -1,12 +1,17 @@
 {
-	"name": "backend",
+	"name": "@cvsa/backend",
 	"private": false,
 	"version": "0.6.0",
 	"scripts": {
 		"format": "prettier --write .",
 		"dev": "NODE_ENV=development bun run --hot src/main.ts",
-		"start": "NODE_ENV=production bun run src/main.ts"
+		"start": "NODE_ENV=production bun run src/main.ts",
 		"build": "bun build ./src/main.ts --target bun --outdir ./dist"
 	},
 	"dependencies": {
 		"@koshnic/ratelimit": "^1.0.3",
 		"@rabbit-company/argon2id": "^2.1.0",
 		"chalk": "^5.4.1",
 		"hono": "^4.7.8",
 		"hono-rate-limiter": "^0.4.2",
 		"ioredis": "^5.6.1",
@ -19,5 +24,7 @@
 	"devDependencies": {
 		"@types/bun": "^1.2.11",
 		"prettier": "^3.5.3"
-	}
+	},
 	"main": "./dist/main.js",
 	"types": "./src/types.d.ts"
 }
--- a/packages/backend/routes/captcha/[id]/result/GET.ts
+++ b/packages/backend/routes/captcha/[id]/result/GET.ts
@ -2,7 +2,7 @@ import { Context } from "hono";
 import { Bindings, BlankEnv } from "hono/types";
 import { ErrorResponse } from "src/schema";
 import { createHandlers } from "src/utils.ts";
-import { sign } from 'hono/jwt'
+import { sign } from "hono/jwt";
 import { generateRandomId } from "@core/lib/randomID.ts";
 import { getJWTsecret } from "lib/auth/getJWTsecret.ts";
@ -34,7 +34,8 @@ export const verifyChallengeHandler = createHandlers(
 		if (!ans) {
 			const response: ErrorResponse = {
 				message: "Missing required query parameter: ans",
-				code: "INVALID_QUERY_PARAMS"
+				code: "INVALID_QUERY_PARAMS",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 400);
 		}
@ -43,26 +44,33 @@ export const verifyChallengeHandler = createHandlers(
 		if (data.error && res.status === 404) {
 			const response: ErrorResponse = {
 				message: data.error,
-				code: "ENTITY_NOT_FOUND"
+				code: "ENTITY_NOT_FOUND",
 				i18n: {
 					key: "backend.error.captcha_not_found"
 				},
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 401);
 		} else if (data.error && res.status === 400) {
 			const response: ErrorResponse = {
 				message: data.error,
-				code: "INVALID_QUERY_PARAMS"
+				code: "INVALID_QUERY_PARAMS",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 400);
 		} else if (data.error) {
 			const response: ErrorResponse = {
 				message: data.error,
-				code: "UNKNOWN_ERROR"
+				code: "UNKNOWN_ERROR",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 500);
 		}
 		if (!data.success) {
 			const response: ErrorResponse = {
 				message: "Incorrect answer",
-				code: "INVALID_CREDENTIALS"
+				code: "INVALID_CREDENTIALS",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 401);
 		}
@ -74,13 +82,16 @@ export const verifyChallengeHandler = createHandlers(
 		const jwtSecret = r as string;
 		const tokenID = generateRandomId(6);
-		const NOW = Math.floor(Date.now() / 1000)
+		const NOW = Math.floor(Date.now() / 1000);
 		const FIVE_MINUTES_LATER = NOW + 60 * 5;
-		const jwt = await sign({
+		const jwt = await sign(
 			{
 				difficulty: data.difficulty!,
 				id: tokenID,
 				exp: FIVE_MINUTES_LATER
-		}, jwtSecret);
+			},
 			jwtSecret
 		);
 		return c.json({
 			token: jwt
 		});
--- a/packages/backend/routes/captcha/difficulty/GET.ts
+++ b/packages/backend/routes/captcha/difficulty/GET.ts
@ -16,12 +16,13 @@ export const getCaptchaDifficultyHandler = createHandlers(async (c) => {
 		if (!difficulty) {
 			const response: ErrorResponse<unknown> = {
 				code: "ENTITY_NOT_FOUND",
-				message: "No difficulty configs found for this route."
+				message: "No difficulty configs found for this route.",
 				errors: []
 			};
 			return c.json<ErrorResponse<unknown>>(response, 404);
 		}
 		return c.json({
-			"difficulty": difficulty
+			difficulty: difficulty
 		});
 	} catch (e: unknown) {
 		if (e instanceof ValidationError) {
--- a/packages/backend/routes/captcha/session/POST.ts
+++ b/packages/backend/routes/captcha/session/POST.ts
@ -2,21 +2,13 @@ import { createHandlers } from "src/utils.ts";
 import { getCurrentCaptchaDifficulty } from "@/lib/auth/captchaDifficulty.ts";
 import { sqlCred } from "@core/db/dbNew.ts";
 import { object, string, ValidationError } from "yup";
-import { ErrorResponse } from "@/src/schema";
+import { CaptchaSessionResponse, ErrorResponse } from "@/src/schema";
 import type { ContentfulStatusCode } from "hono/utils/http-status";
 const bodySchema = object({
 	route: string().matches(/(?:GET|POST|PUT|PATCH|DELETE)-\/.*/g)
 });
 interface CaptchaSessionResponse {
    success: boolean;
    id: string;
    g: string;
    n: string;
    t: number;
 }
 const createNewChallenge = async (difficulty: number) => {
 	const baseURL = process.env["UCAPTCHA_URL"];
 	const url = new URL(baseURL);
@ -24,21 +16,21 @@ const createNewChallenge = async (difficulty: number) => {
 	return await fetch(url.toString(), {
 		method: "POST",
 		headers: {
-            "Content-Type": "application/json",
+			"Content-Type": "application/json"
 		},
 		body: JSON.stringify({
-            difficulty: difficulty,
+			difficulty: difficulty
 		})
 	});
-}
+};
 export const createCaptchaSessionHandler = createHandlers(async (c) => {
 	try {
 		const requestBody = await bodySchema.validate(await c.req.json());
 		const { route } = requestBody;
-        const difficuly = await getCurrentCaptchaDifficulty(sqlCred, route)
+		const difficuly = await getCurrentCaptchaDifficulty(sqlCred, route);
 		const res = await createNewChallenge(difficuly);
-        return c.json<CaptchaSessionResponse|unknown>(await res.json(), res.status as ContentfulStatusCode);
+		return c.json<CaptchaSessionResponse | unknown>(await res.json(), res.status as ContentfulStatusCode);
 	} catch (e: unknown) {
 		if (e instanceof ValidationError) {
 			const response: ErrorResponse = {
--- a/packages/backend/routes/login/session/POST.ts
+++ b/packages/backend/routes/login/session/POST.ts
@ -0,0 +1,105 @@
 import { Context } from "hono";
 import { Bindings, BlankEnv } from "hono/types";
 import { ErrorResponse, LoginResponse } from "src/schema";
 import { createHandlers } from "src/utils.ts";
 import { sqlCred } from "@core/db/dbNew";
 import { object, string, ValidationError } from "yup";
 import { setCookie } from "hono/cookie";
 import Argon2id from "@rabbit-company/argon2id";
 import { createLoginSession } from "routes/user/POST";
 import { UserType } from "@core/db/schema";
 const LoginBodySchema = object({
 	username: string().trim().required("Username is required").max(50, "Username cannot exceed 50 characters"),
 	password: string().required("Password is required")
 });
 export const loginHandler = createHandlers(
 	async (c: Context<BlankEnv & { Bindings: Bindings }, "/user/session/:id">) => {
 		try {
 			const body = await LoginBodySchema.validate(await c.req.json());
 			const { username, password: submittedPassword } = body;
 			const result = await sqlCred<UserType[]>`
 			    SELECT *
 				FROM users
 				WHERE username = ${username}
 			`;
 			if (result.length === 0) {
 				const response: ErrorResponse<string> = {
 					message: `User does not exist.`,
 					errors: [`User ${username} does not exist.`],
 					code: "ENTITY_NOT_FOUND"
 				};
 				return c.json<ErrorResponse<string>>(response, 400);
 			}
 			const storedPassword = result[0].password;
 			const uid = result[0].id;
 			const nickname = result[0].nickname;
 			const role = result[0].role;
 			const passwordAreSame = await Argon2id.verify(storedPassword, submittedPassword);
 			if (!passwordAreSame) {
 				const response: ErrorResponse<string> = {
 					message: "Incorrect password.",
 					errors: [],
 					i18n: {
 						key: "backend.error.incorrect_password"
 					},
 					code: "INVALID_CREDENTIALS"
 				};
 				return c.json<ErrorResponse<string>>(response, 401);
 			}
 			const sessionID = await createLoginSession(uid, c);
 			const response: LoginResponse = {
 				uid: uid,
 				username: username,
 				nickname: nickname,
 				role: role,
 				token: sessionID
 			};
 			const A_YEAR = 365 * 86400;
 			const isDev = process.env.NODE_ENV === "development";
 			setCookie(c, "session_id", sessionID, {
 				path: "/",
 				maxAge: A_YEAR,
 				domain: process.env.DOMAIN,
 				secure: isDev ? true : true,
 				sameSite: isDev ? "None" : "Lax",
 				httpOnly: true
 			});
 			return c.json<LoginResponse>(response, 200);
 		} catch (e) {
 			if (e instanceof ValidationError) {
 				const response: ErrorResponse<string> = {
 					message: "Invalid registration data.",
 					errors: e.errors,
 					code: "INVALID_PAYLOAD"
 				};
 				return c.json<ErrorResponse<string>>(response, 400);
 			} else if (e instanceof SyntaxError) {
 				const response: ErrorResponse<string> = {
 					message: "Invalid JSON payload.",
 					errors: [e.message],
 					code: "INVALID_FORMAT"
 				};
 				return c.json<ErrorResponse<string>>(response, 400);
 			} else {
 				const response: ErrorResponse<string> = {
 					message: "Unknown error.",
 					errors: [(e as Error).message],
 					code: "UNKNOWN_ERROR"
 				};
 				return c.json<ErrorResponse<string>>(response, 500);
 			}
 		}
 	}
 );
--- a/packages/backend/routes/session/[id]/DELETE.ts
+++ b/packages/backend/routes/session/[id]/DELETE.ts
@ -0,0 +1,75 @@
 import { Context } from "hono";
 import { Bindings, BlankEnv } from "hono/types";
 import { ErrorResponse } from "src/schema";
 import { createHandlers } from "src/utils.ts";
 import { sqlCred } from "@core/db/dbNew";
 import { object, string, ValidationError } from "yup";
 import { setCookie } from "hono/cookie";
 const loginSessionExists = async (sessionID: string) => {
 	const result = await sqlCred`
        SELECT 1
        FROM login_sessions
        WHERE id = ${sessionID}
 	`;
 	return result.length > 0;
 };
 export const logoutHandler = createHandlers(async (c: Context<BlankEnv & { Bindings: Bindings }, "/session/:id">) => {
 	try {
 		const session_id = c.req.param("id");
 		const exists = loginSessionExists(session_id);
 		if (!exists) {
 			const response: ErrorResponse<string> = {
 				message: "Cannot found given session_id.",
 				errors: [`Session ${session_id} not found`],
 				code: "ENTITY_NOT_FOUND"
 			};
 			return c.json<ErrorResponse<string>>(response, 404);
 		}
 		await sqlCred`
 		    UPDATE login_sessions
 			SET deactivated_at = CURRENT_TIMESTAMP
 			WHERE id = ${session_id}
 		`;
 		const isDev = process.env.NODE_ENV === "development";
 		setCookie(c, "session_id", "", {
 			path: "/",
 			maxAge: 0,
 			domain: process.env.DOMAIN,
 			secure: isDev ? true : true,
 			sameSite: isDev ? "None" : "Lax",
 			httpOnly: true
 		});
 		return c.body(null, 204);
 	} catch (e) {
 		if (e instanceof ValidationError) {
 			const response: ErrorResponse<string> = {
 				message: "Invalid registration data.",
 				errors: e.errors,
 				code: "INVALID_PAYLOAD"
 			};
 			return c.json<ErrorResponse<string>>(response, 400);
 		} else if (e instanceof SyntaxError) {
 			const response: ErrorResponse<string> = {
 				message: "Invalid JSON payload.",
 				errors: [e.message],
 				code: "INVALID_FORMAT"
 			};
 			return c.json<ErrorResponse<string>>(response, 400);
 		} else {
 			const response: ErrorResponse<string> = {
 				message: "Unknown error.",
 				errors: [(e as Error).message],
 				code: "UNKNOWN_ERROR"
 			};
 			return c.json<ErrorResponse<string>>(response, 500);
 		}
 	}
 });
--- a/packages/backend/routes/session/index.ts
+++ b/packages/backend/routes/session/index.ts
@ -0,0 +1 @@
 export * from "./[id]/DELETE";
--- a/packages/backend/routes/user/POST.ts
+++ b/packages/backend/routes/user/POST.ts
@ -0,0 +1,140 @@
 import { createHandlers } from "src/utils.ts";
 import Argon2id from "@rabbit-company/argon2id";
 import { object, string, ValidationError } from "yup";
 import type { Context } from "hono";
 import type { Bindings, BlankEnv, BlankInput } from "hono/types";
 import { sqlCred } from "@core/db/dbNew.ts";
 import { ErrorResponse, SignUpResponse } from "src/schema";
 import { generateRandomId } from "@core/lib/randomID";
 import { getUserIP } from "@/middleware/rateLimiters";
 import { setCookie } from "hono/cookie";
 const RegistrationBodySchema = object({
 	username: string().trim().required("Username is required").max(50, "Username cannot exceed 50 characters"),
 	password: string().required("Password is required"),
 	nickname: string().optional()
 });
 type ContextType = Context<BlankEnv & { Bindings: Bindings }, "/user", BlankInput>;
 export const userExists = async (username: string) => {
 	const result = await sqlCred`
        SELECT 1
        FROM users
        WHERE username = ${username}
 	`;
 	return result.length > 0;
 };
 export const createLoginSession = async (uid: number, c: Context): Promise<string> => {
 	const ipAddress = getUserIP(c) || null;
 	const userAgent = c.req.header("User-Agent") || null;
 	const id = generateRandomId(24);
 	await sqlCred`
        INSERT INTO login_sessions (id, uid, expire_at, ip_address, user_agent)
        VALUES (${id}, ${uid}, CURRENT_TIMESTAMP + INTERVAL '1 year', ${ipAddress}, ${userAgent})
    `;
 	return id;
 };
 const getUserIDByName = async (username: string) => {
 	const result = await sqlCred<{ id: number }[]>`
        SELECT id
        FROM users
        WHERE username = ${username}
    `;
 	if (result.length === 0) {
 		return null;
 	}
 	return result[0].id;
 };
 export const registerHandler = createHandlers(async (c: ContextType) => {
 	try {
 		const body = await RegistrationBodySchema.validate(await c.req.json());
 		const { username, password, nickname } = body;
 		if (await userExists(username)) {
 			const response: ErrorResponse = {
 				message: `User "${username}" already exists.`,
 				code: "ENTITY_EXISTS",
 				errors: [],
 				i18n: {
 					key: "backend.error.user_exists",
 					values: {
 						username: username
 					}
 				}
 			};
 			return c.json<ErrorResponse>(response, 400);
 		}
 		const hash = await Argon2id.hashEncoded(password);
 		await sqlCred`
            INSERT INTO users (username, password, nickname)
            VALUES (${username}, ${hash}, ${nickname ? nickname : null})
 		`;
 		const uid = await getUserIDByName(username);
 		if (!uid) {
 			const response: ErrorResponse<string> = {
 				message: "Cannot find registered user.",
 				errors: [`Cannot find user ${username} in table 'users'.`],
 				code: "ENTITY_NOT_FOUND",
 				i18n: {
 					key: "backend.error.user_not_found_after_register",
 					values: {
 						username: username
 					}
 				}
 			};
 			return c.json<ErrorResponse<string>>(response, 500);
 		}
 		const sessionID = await createLoginSession(uid, c);
 		const response: SignUpResponse = {
 			username: username,
 			token: sessionID
 		};
 		const A_YEAR = 365 * 86400;
 		const isDev = process.env.NODE_ENV === "development";
 		setCookie(c, "session_id", sessionID, {
 			path: "/",
 			maxAge: A_YEAR,
 			domain: process.env.DOMAIN,
 			secure: isDev ? false : true,
 			sameSite: "Lax",
 			httpOnly: true
 		});
 		return c.json<SignUpResponse>(response, 201);
 	} catch (e) {
 		if (e instanceof ValidationError) {
 			const response: ErrorResponse<string> = {
 				message: "Invalid registration data.",
 				errors: e.errors,
 				code: "INVALID_PAYLOAD"
 			};
 			return c.json<ErrorResponse<string>>(response, 400);
 		} else if (e instanceof SyntaxError) {
 			const response: ErrorResponse<string> = {
 				message: "Invalid JSON payload.",
 				errors: [e.message],
 				code: "INVALID_FORMAT"
 			};
 			return c.json<ErrorResponse<string>>(response, 400);
 		} else {
 			const response: ErrorResponse<string> = {
 				message: "Unknown error.",
 				errors: [(e as Error).message],
 				code: "UNKNOWN_ERROR"
 			};
 			return c.json<ErrorResponse<string>>(response, 500);
 		}
 	}
 });
--- a/packages/backend/routes/user/index.ts
+++ b/packages/backend/routes/user/index.ts
@ -1 +1,2 @@
-export * from "./register.ts";
+export * from "./POST.ts";
 export * from "./session/[id]/GET.ts";
--- a/packages/backend/routes/user/register.ts
+++ b/packages/backend/routes/user/register.ts
@ -1,74 +0,0 @@
 import { createHandlers } from "src/utils.ts";
 import Argon2id from "@rabbit-company/argon2id";
 import { object, string, ValidationError } from "yup";
 import type { Context } from "hono";
 import type { Bindings, BlankEnv, BlankInput } from "hono/types";
 import { sqlCred } from "@core/db/dbNew.ts";
 import { ErrorResponse, StatusResponse } from "src/schema";
 const RegistrationBodySchema = object({
 	username: string().trim().required("Username is required").max(50, "Username cannot exceed 50 characters"),
 	password: string().required("Password is required"),
 	nickname: string().optional()
 });
 type ContextType = Context<BlankEnv & { Bindings: Bindings }, "/user", BlankInput>;
 export const userExists = async (username: string) => {
 	const result = await sqlCred`
        SELECT 1
        FROM users
        WHERE username = ${username}
 	`;
 	return result.length > 0;
 };
 export const registerHandler = createHandlers(async (c: ContextType) => {
 	try {
 		const body = await RegistrationBodySchema.validate(await c.req.json());
 		const { username, password, nickname } = body;
 		if (await userExists(username)) {
 			const response: StatusResponse = {
 				message: `User "${username}" already exists.`
 			};
 			return c.json<StatusResponse>(response, 400);
 		}
 		const hash = await Argon2id.hashEncoded(password);
 		await sqlCred`
            INSERT INTO users (username, password, nickname)
            VALUES (${username}, ${hash}, ${nickname ? nickname : null})
 		`;
 		const response: StatusResponse = {
 			message: `User '${username}' registered successfully.`
 		};
 		return c.json<StatusResponse>(response, 201);
 	} catch (e) {
 		if (e instanceof ValidationError) {
 			const response: ErrorResponse<string> = {
 				message: "Invalid registration data.",
 				errors: e.errors,
 				code: "INVALID_PAYLOAD"
 			};
 			return c.json<ErrorResponse<string>>(response, 400);
 		} else if (e instanceof SyntaxError) {
 			const response: ErrorResponse<string> = {
 				message: "Invalid JSON payload.",
 				errors: [e.message],
 				code: "INVALID_FORMAT"
 			};
 			return c.json<ErrorResponse<string>>(response, 400);
 		} else {
 			const response: ErrorResponse<string> = {
 				message: "Unknown error.",
 				errors: [(e as Error).message],
 				code: "UNKNOWN_ERROR"
 			};
 			return c.json<ErrorResponse<string>>(response, 500);
 		}
 	}
 });
--- a/packages/backend/routes/user/session/[id]/GET.ts
+++ b/packages/backend/routes/user/session/[id]/GET.ts
@ -0,0 +1,32 @@
 import { Context } from "hono";
 import { Bindings, BlankEnv } from "hono/types";
 import { ErrorResponse } from "src/schema";
 import { createHandlers } from "src/utils.ts";
 import { sqlCred } from "@core/db/dbNew";
 import { UserType } from "@core/db/schema";
 export const getUserByLoginSessionHandler = createHandlers(
 	async (c: Context<BlankEnv & { Bindings: Bindings }, "/user/session/:id">) => {
 		const id = c.req.param("id");
 		const users = await sqlCred<UserType[]>`
    		SELECT u.*
            FROM users u
            JOIN login_sessions ls ON u.id = ls.uid
            WHERE ls.id = ${id};
        `;
 		if (users.length === 0) {
 			const response: ErrorResponse = {
 				message: "Cannot find user",
 				code: "ENTITY_NOT_FOUND",
 				errors: []
 			};
 			return c.json<ErrorResponse>(response, 404);
 		}
 		const user = users[0];
 		return c.json({
 			username: user.username,
 			nickname: user.nickname,
 			role: user.role
 		});
 	}
 );
--- a/packages/backend/routes/videos/GET.ts
+++ b/packages/backend/routes/videos/GET.ts
@ -0,0 +1,65 @@
 import type { Context } from "hono";
 import { createHandlers } from "src/utils.ts";
 import type { BlankEnv, BlankInput } from "hono/types";
 import { number, object, ValidationError } from "yup";
 import { ErrorResponse } from "src/schema";
 import { startTime, endTime } from "hono/timing";
 import { getVideosInViewsRange } from "@/db/latestSnapshots";
 const SnapshotQueryParamsSchema = object({
 	min_views: number().integer().optional().positive(),
 	max_views: number().integer().optional().positive()
 });
 type ContextType = Context<BlankEnv, "/videos", BlankInput>;
 export const getVideosHanlder = createHandlers(async (c: ContextType) => {
 	startTime(c, "parse", "Parse the request");
 	try {
 		const queryParams = await SnapshotQueryParamsSchema.validate(c.req.query());
 		const { min_views, max_views } = queryParams;
 		if (!min_views && !max_views) {
 			const response: ErrorResponse<string> = {
 				code: "INVALID_QUERY_PARAMS",
 				message: "Invalid query parameters",
 				errors: ["Must provide one of these query parameters: min_views, max_views"]
 			};
 			return c.json<ErrorResponse<string>>(response, 400);
 		}
 		endTime(c, "parse");
 		startTime(c, "db", "Query the database");
 		const minViews = min_views ? min_views : 0;
 		const maxViews = max_views ? max_views : 2147483647;
 		const result = await getVideosInViewsRange(minViews, maxViews);
 		endTime(c, "db");
 		const rows = result.map((row) => ({
 			...row,
 			aid: Number(row.aid)
 		}));
 		return c.json(rows);
 	} catch (e: unknown) {
 		if (e instanceof ValidationError) {
 			const response: ErrorResponse<string> = {
 				code: "INVALID_QUERY_PARAMS",
 				message: "Invalid query parameters",
 				errors: e.errors
 			};
 			return c.json<ErrorResponse<string>>(response, 400);
 		} else {
 			const response: ErrorResponse<unknown> = {
 				code: "UNKNOWN_ERROR",
 				message: "Unhandled error",
 				errors: [e]
 			};
 			return c.json<ErrorResponse<unknown>>(response, 500);
 		}
 	}
 });
--- a/packages/backend/routes/videos/index.ts
+++ b/packages/backend/routes/videos/index.ts
@ -0,0 +1 @@
 export * from "./GET.ts";
--- a/packages/backend/src/main.ts
+++ b/packages/backend/src/main.ts
@ -2,7 +2,7 @@ import { Hono } from "hono";
 import type { TimingVariables } from "hono/timing";
 import { startServer } from "./startServer.ts";
 import { configureRoutes } from "./routing.ts";
-import { configureMiddleWares } from "middleware";
+import { configureMiddleWares } from "./middleware.ts";
 import { notFoundRoute } from "routes/404.ts";
 type Variables = TimingVariables;
@ -15,4 +15,4 @@ configureRoutes(app);
 await startServer(app);
-export const VERSION = "0.4.6";
+export const VERSION = "0.6.0";
--- a/packages/backend/middleware/index.ts
+++ b/packages/backend/middleware/index.ts
@ -1,15 +1,18 @@
 import { Hono } from "hono";
 import { Variables } from "hono/types";
 import { bodyLimitForPing } from "./bodyLimits.ts";
 import { pingHandler } from "routes/ping";
 import { registerRateLimiter } from "./rateLimiters.ts";
 import { preetifyResponse } from "./preetifyResponse.ts";
 import { logger } from "./logger.ts";
 import { timing } from "hono/timing";
-import { contentType } from "./contentType.ts";
+import { Variables } from "hono/types";
-import { captchaMiddleware } from "./captcha.ts";
+import { pingHandler } from "routes/ping";
 import { logger } from "middleware/logger.ts";
 import { corsMiddleware } from "@/middleware/cors";
 import { contentType } from "middleware/contentType.ts";
 import { captchaMiddleware } from "middleware/captcha.ts";
 import { bodyLimitForPing } from "middleware/bodyLimits.ts";
 import { registerRateLimiter } from "middleware/rateLimiters.ts";
 import { preetifyResponse } from "middleware/preetifyResponse.ts";
 export function configureMiddleWares(app: Hono<{ Variables: Variables }>) {
 	app.use("*", corsMiddleware);
 	app.use("*", contentType);
 	app.use(timing());
 	app.use("*", preetifyResponse);
--- a/packages/backend/src/routing.ts
+++ b/packages/backend/src/routing.ts
@ -1,23 +1,32 @@
 import { rootHandler } from "routes";
 import { pingHandler } from "routes/ping";
-import { registerHandler } from "routes/user";
+import { getUserByLoginSessionHandler, registerHandler } from "routes/user";
 import { videoInfoHandler, getSnapshotsHanlder } from "routes/video";
 import { Hono } from "hono";
 import { Variables } from "hono/types";
 import { createCaptchaSessionHandler, verifyChallengeHandler } from "routes/captcha";
-import { getCaptchaDifficultyHandler } from "../routes/captcha/difficulty/GET.ts";
+import { getCaptchaDifficultyHandler } from "routes/captcha/difficulty/GET.ts";
 import { getVideosHanlder } from "@/routes/videos";
 import { loginHandler } from "@/routes/login/session/POST";
 import { logoutHandler } from "@/routes/session";
 export function configureRoutes(app: Hono<{ Variables: Variables }>) {
 	app.get("/", ...rootHandler);
 	app.all("/ping", ...pingHandler);
-	app.get("/video/:id/snapshots", ...getSnapshotsHanlder);
+	app.get("/videos", ...getVideosHanlder);
 	app.post("/user", ...registerHandler);
 	app.get("/video/:id/snapshots", ...getSnapshotsHanlder);
 	app.get("/video/:id/info", ...videoInfoHandler);
 	app.post("/login/session", ...loginHandler);
 	app.delete("/session/:id", ...logoutHandler);
 	app.post("/user", ...registerHandler);
 	app.get("/user/session/:id", ...getUserByLoginSessionHandler);
 	app.post("/captcha/session", ...createCaptchaSessionHandler);
 	app.get("/captcha/:id/result", ...verifyChallengeHandler);
-
+	app.get("/captcha/difficulty", ...getCaptchaDifficultyHandler);
 	app.get("/captcha/difficulty", ...getCaptchaDifficultyHandler)
 }
--- a/packages/backend/src/schema.d.ts
+++ b/packages/backend/src/schema.d.ts
@ -1,4 +1,4 @@
-type ErrorCode =
+export type ErrorCode =
 	| "INVALID_QUERY_PARAMS"
 	| "UNKNOWN_ERROR"
 	| "INVALID_PAYLOAD"
@ -9,14 +9,58 @@ type ErrorCode =
 	| "INVALID_CREDENTIALS"
 	| "ENTITY_NOT_FOUND"
 	| "SERVER_ERROR"
-	| "RATE_LIMIT_EXCEEDED";
+	| "RATE_LIMIT_EXCEEDED"
 	| "ENTITY_EXISTS";
-export interface ErrorResponse<E=string> {
+export interface ErrorResponse<E = string> {
 	code: ErrorCode;
 	message: string;
-	errors?: E[];
+	errors: E[] = [];
 	i18n?: {
 		key: string;
 		values?: {
 			[key: string]: string | number | Date;
 		};
 	};
 }
 export interface StatusResponse {
 	message: string;
 }
 export type CaptchaSessionResponse = ErrorResponse | CaptchaSessionRawResponse;
 interface CaptchaSessionRawResponse {
 	success: boolean;
 	id: string;
 	g: string;
 	n: string;
 	t: number;
 }
 export interface LoginResponse {
    uid: number;
    username: string;
    nickname: string | null;
    role: string;
    token: string;
 }
 export interface SignUpResponse {
    username: string;
    token: string;
 }
 export interface UserResponse {
    username: string;
    nickname: string | null;
    role: string;
 }
 export type CaptchaVerificationRawResponse = {
 	token: string;
 }
 export type CaptchaVerificationResponse =
 	| ErrorResponse
 	| CaptchaVerificationRawResponse;
--- a/packages/backend/src/types.d.ts
+++ b/packages/backend/src/types.d.ts
@ -0,0 +1 @@
 export * from "./schema";
--- a/packages/core/db/pgConfigNew.ts
+++ b/packages/core/db/pgConfigNew.ts
@ -1,17 +1,21 @@
 const requiredEnvVars = ["DB_HOST", "DB_NAME", "DB_USER", "DB_PASSWORD", "DB_PORT", "DB_NAME_CRED"];
-const unsetVars = requiredEnvVars.filter((key) => process.env[key] === undefined);
+const getEnvVar = (key: string) => {
 	return process.env[key] || import.meta.env[key];
 };
 const unsetVars = requiredEnvVars.filter((key) => getEnvVar(key) === undefined);
 if (unsetVars.length > 0) {
 	throw new Error(`Missing required environment variables: ${unsetVars.join(", ")}`);
 }
-const databaseHost = process.env["DB_HOST"]!;
+const databaseHost = getEnvVar("DB_HOST")!;
-const databaseName = process.env["DB_NAME"];
+const databaseName = getEnvVar("DB_NAME");
-const databaseNameCred = process.env["DB_NAME_CRED"]!;
+const databaseNameCred = getEnvVar("DB_NAME_CRED")!;
-const databaseUser = process.env["DB_USER"]!;
+const databaseUser = getEnvVar("DB_USER")!;
-const databasePassword = process.env["DB_PASSWORD"]!;
+const databasePassword = getEnvVar("DB_PASSWORD")!;
-const databasePort = process.env["DB_PORT"]!;
+const databasePort = getEnvVar("DB_PORT")!;
 export const postgresConfig = {
 	host: databaseHost,
--- a/packages/core/db/schema.d.ts
+++ b/packages/core/db/schema.d.ts
@ -1,16 +1,3 @@
 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;
@ -21,7 +8,7 @@ export interface BiliUserType {
 export interface VideoSnapshotType {
 	id: number;
-	created_at: string;
+	created_at: Date;
 	views: number;
 	coins: number;
 	likes: number;
@ -48,8 +35,33 @@ export interface SnapshotScheduleType {
 	id: number;
 	aid: number;
 	type?: string;
-	created_at: string;
+	created_at: Date;
-	started_at?: string;
+	started_at?: Date;
-	finished_at?: string;
+	finished_at?: Date;
 	status: string;
 }
 export interface UserType {
 	id: number;
 	username: string;
 	nickname: string | null;
 	password: string;
 	unq_id: string;
 	role: string;
 	created_at: Date;
 }
 export interface BiliVideoMetadataType {
 	id: number;
 	aid: number;
 	bvid: string | null;
 	description: string | null;
 	uid: number | null;
 	tags: string | null;
 	title: string | null;
 	published_at: Date | null;
 	duration: number | null;
 	created_at: Date;
 	status: number;
 	cover_url: string | null;
 }
--- a/packages/core/db/videoSnapshot.ts
+++ b/packages/core/db/videoSnapshot.ts
@ -1,62 +0,0 @@
 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 queryDesc: string = `
        SELECT *
        FROM video_snapshot
        WHERE aid = $1
        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 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
        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;
 }
--- a/packages/core/index.ts
+++ b/packages/core/index.ts
@ -0,0 +1 @@
 export * from "./db/dbNew";
--- a/packages/core/main.ts
+++ b/packages/core/main.ts
@ -1 +0,0 @@
 export const DB_VERSION = 10;
--- a/packages/core/net/bilibili.d.ts
+++ b/packages/core/net/bilibili.d.ts
@ -38,6 +38,10 @@ interface VideoInfoData {
 	ctime: number;
 	desc: string;
 	desc_v2: string;
 	tname: string;
 	tid: number;
 	tid_v2: number;
 	tname_v2: string;
 	state: number;
 	duration: number;
 	owner: {
--- a/packages/core/package.json
+++ b/packages/core/package.json
@ -1,7 +1,10 @@
 {
-	"name": "core",
+	"name": "@cvsa/core",
 	"private": false,
 	"version": "0.0.10",
 	"scripts": {
-		"test": "bun --env-file=.env.test run vitest"
+		"test": "bun --env-file=.env.test run vitest",
 		"build": "bun build ./index.ts --target node --outdir ./dist"
 	},
 	"dependencies": {
 		"@koshnic/ratelimit": "^1.0.3",
@ -13,5 +16,7 @@
 	},
 	"devDependencies": {
 		"@types/ioredis": "^5.0.0"
-	}
+	},
 	"main": "./dist/index.js",
 	"types": "./types.d.ts"
 }
--- a/packages/core/types.d.ts
+++ b/packages/core/types.d.ts
@ -0,0 +1,3 @@
 export * from "./db/schema";
 export * from "./index";
 export * from "./net/bilibili";
--- a/packages/crawler/db/bilibili_metadata.ts
+++ b/packages/crawler/db/bilibili_metadata.ts
@ -1,5 +1,5 @@
 import type { Psql } from "@core/db/psql.d.ts";
-import { AllDataType, BiliUserType } from "@core/db/schema";
+import { BiliVideoMetadataType, BiliUserType } from "@core/db/schema";
 import { AkariModelVersion } from "ml/const";
 export async function videoExistsInAllData(sql: Psql, aid: number) {
@ -35,7 +35,7 @@ export async function getVideoInfoFromAllData(sql: Psql, aid: number) {
  `;
 	const row = rows[0];
 	let authorInfo = "";
-    if (row.uid && await userExistsInBiliUsers(sql, row.uid)) {
+	if (row.uid && (await userExistsInBiliUsers(sql, row.uid))) {
 		const userRows = await sql<BiliUserType[]>`
            SELECT * FROM bilibili_user WHERE uid = ${row.uid}
        `;
@ -48,7 +48,7 @@ export async function getVideoInfoFromAllData(sql: Psql, aid: number) {
 		title: row.title,
 		description: row.description,
 		tags: row.tags,
-        author_info: authorInfo,
+		author_info: authorInfo
 	};
 }
--- a/packages/crawler/db/snapshot.ts
+++ b/packages/crawler/db/snapshot.ts
@ -10,19 +10,19 @@ export async function getVideosNearMilestone(sql: Psql) {
        WHERE
            (views >= 50000 AND views < 100000) OR
            (views >= 900000 AND views < 1000000) OR
-            (views >= 9900000 AND views < 10000000)
+            (views >= CEIL(views::float/1000000::float)*1000000-100000 AND views < CEIL(views::float/1000000::float)*1000000)
        UNION
        SELECT ls.*
        FROM latest_video_snapshot ls
        WHERE
            (views >= 90000 AND views < 100000) OR
            (views >= 900000 AND views < 1000000) OR
-            (views >= 9900000 AND views < 10000000)
+            (views >= CEIL(views::float/1000000::float)*1000000-100000 AND views < CEIL(views::float/1000000::float)*1000000)
    `;
 	return queryResult.map((row) => {
 		return {
 			...row,
-			aid: Number(row.aid),
+			aid: Number(row.aid)
 		};
 	});
 }
@ -40,7 +40,7 @@ export async function getLatestVideoSnapshot(sql: Psql, aid: number): Promise<nu
 		return {
 			...row,
 			aid: Number(row.aid),
-			time: new Date(row.time).getTime(),
+			time: new Date(row.time).getTime()
 		};
 	})[0];
 }
--- a/packages/crawler/db/snapshotSchedule.ts
+++ b/packages/crawler/db/snapshotSchedule.ts
@ -63,18 +63,6 @@ export async function snapshotScheduleExists(sql: Psql, id: number) {
 	return rows.length > 0;
 }
 export async function videoHasActiveSchedule(sql: Psql, aid: number) {
 	const rows = await sql<{ status: string }[]>`
 		SELECT status
 		FROM snapshot_schedule 
 		WHERE aid = ${aid}
 			AND (status = 'pending' 
 				OR status = 'processing'
 			)
 	`
 	return rows.length > 0;
 }
 export async function videoHasActiveScheduleWithType(sql: Psql, aid: number, type: string) {
 	const rows = await sql<{ status: string }[]>`
 		SELECT status FROM snapshot_schedule
@ -91,7 +79,7 @@ export async function videoHasProcessingSchedule(sql: Psql, aid: number) {
 		FROM snapshot_schedule
 		WHERE aid = ${aid}
 			AND status = 'processing'
-	`
+	`;
 	return rows.length > 0;
 }
@ -102,7 +90,7 @@ export async function bulkGetVideosWithoutProcessingSchedules(sql: Psql, aids: n
 		WHERE aid = ANY(${aids})
 			AND status != 'processing'
 		GROUP BY aid
-	`
+	`;
 	return rows.map((row) => Number(row.aid));
 }
@ -194,7 +182,8 @@ export async function scheduleSnapshot(
 	aid: number,
 	type: string,
 	targetTime: number,
-	force: boolean = false
+	force: boolean = false,
 	adjustTime: boolean = true
 ) {
 	let adjustedTime = new Date(targetTime);
 	const hashActiveSchedule = await videoHasActiveScheduleWithType(sql, aid, type);
@ -216,7 +205,7 @@ export async function scheduleSnapshot(
 		}
 	}
 	if (hashActiveSchedule && !force) return;
-	if (type !== "milestone" && type !== "new") {
+	if (type !== "milestone" && type !== "new" && adjustTime) {
 		adjustedTime = await adjustSnapshotTime(new Date(targetTime), 2000, redis);
 	}
 	logger.log(`Scheduled snapshot for ${aid} at ${adjustedTime.toISOString()}`, "mq", "fn:scheduleSnapshot");
@ -236,10 +225,11 @@ export async function bulkScheduleSnapshot(
 	aids: number[],
 	type: string,
 	targetTime: number,
-	force: boolean = false
+	force: boolean = false,
 	adjustTime: boolean = true
 ) {
 	for (const aid of aids) {
-		await scheduleSnapshot(sql, aid, type, targetTime, force);
+		await scheduleSnapshot(sql, aid, type, targetTime, force, adjustTime);
 	}
 }
@ -292,23 +282,23 @@ export async function adjustSnapshotTime(
 }
 export async function getSnapshotsInNextSecond(sql: Psql) {
-	const rows = await sql<SnapshotScheduleType[]>`
+	return sql<SnapshotScheduleType[]>`
        SELECT *
        FROM snapshot_schedule
-		WHERE started_at <= NOW() + INTERVAL '1 seconds' AND status = 'pending' AND type != 'normal'
+        WHERE started_at <= NOW() + INTERVAL '1 seconds'
-		ORDER BY
+          AND status = 'pending'
-			CASE
+          AND type != 'normal'
        ORDER BY CASE
                     WHEN type = 'milestone' THEN 0
                     ELSE 1
                     END,
                 started_at
        LIMIT 10;
-	`
+	`;
 	return rows;
 }
 export async function getBulkSnapshotsInNextSecond(sql: Psql) {
-	const rows = await sql<SnapshotScheduleType[]>`
+	return sql<SnapshotScheduleType[]>`
        SELECT *
        FROM snapshot_schedule
        WHERE (started_at <= NOW() + INTERVAL '15 seconds')
@ -320,38 +310,34 @@ export async function getBulkSnapshotsInNextSecond(sql: Psql) {
                     END,
                 started_at
        LIMIT 1000;
-	`
+	`;
 	return rows;
 }
 export async function setSnapshotStatus(sql: Psql, id: number, status: string) {
-	return await sql`
+	return sql`
-		UPDATE snapshot_schedule SET status = ${status} WHERE id = ${id}
+        UPDATE snapshot_schedule
        SET status = ${status}
        WHERE id = ${id}
 	`;
 }
 export async function bulkSetSnapshotStatus(sql: Psql, ids: number[], status: string) {
-	return await sql`
+	return sql`
-		UPDATE snapshot_schedule SET status = ${status} WHERE id = ANY(${ids})
+        UPDATE snapshot_schedule
        SET status = ${status}
        WHERE id = ANY (${ids})
 	`;
 }
-export async function getVideosWithoutActiveSnapshotSchedule(sql: Psql) {
+export async function getVideosWithoutActiveSnapshotScheduleByType(sql: Psql, type: string) {
 	const rows = await sql<{ aid: string }[]>`
 		SELECT s.aid
 		FROM songs s
-		LEFT JOIN snapshot_schedule ss ON s.aid = ss.aid AND (ss.status = 'pending' OR ss.status = 'processing')
+		LEFT JOIN snapshot_schedule ss ON
 		    s.aid = ss.aid AND
 		    (ss.status = 'pending' OR ss.status = 'processing') AND
 		    ss.type = ${type}
 		WHERE ss.aid IS NULL
 	`;
 	return rows.map((r) => Number(r.aid));
 }
 export async function getAllVideosWithoutActiveSnapshotSchedule(psql: Psql) {
 	const rows = await psql<{ aid: number }[]>`
 		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
 	`
 	return rows.map((r) => Number(r.aid));
 }
--- a/packages/crawler/ml/akari.ts
+++ b/packages/crawler/ml/akari.ts
@ -16,8 +16,8 @@ class AkariProto extends AIManager {
 	constructor() {
 		super();
 		this.models = {
-			"classifier": onnxClassifierPath,
+			classifier: onnxClassifierPath,
-			"embedding": onnxEmbeddingPath,
+			embedding: onnxEmbeddingPath
 		};
 	}
@ -55,7 +55,7 @@ class AkariProto extends AIManager {
 		const { input_ids } = await tokenizer(texts, {
 			add_special_tokens: false,
-			return_tensor: false,
+			return_tensor: false
 		});
 		const cumsum = (arr: number[]): number[] =>
@ -66,9 +66,9 @@ class AkariProto extends AIManager {
 		const inputs = {
 			input_ids: new ort.Tensor("int64", new BigInt64Array(flattened_input_ids.map(BigInt)), [
-				flattened_input_ids.length,
+				flattened_input_ids.length
 			]),
-			offsets: new ort.Tensor("int64", new BigInt64Array(offsets.map(BigInt)), [offsets.length]),
+			offsets: new ort.Tensor("int64", new BigInt64Array(offsets.map(BigInt)), [offsets.length])
 		};
 		const { embeddings } = await session.run(inputs);
@ -77,21 +77,14 @@ class AkariProto extends AIManager {
 	private async runClassification(embeddings: number[]): Promise<number[]> {
 		const session = this.getModelSession("classifier");
-		const inputTensor = new ort.Tensor(
+		const inputTensor = new ort.Tensor(Float32Array.from(embeddings), [1, 3, 1024]);
 			Float32Array.from(embeddings),
 			[1, 3, 1024],
 		);
 		const { logits } = await session.run({ channel_features: inputTensor });
 		return this.softmax(logits.data as Float32Array);
 	}
 	public async classifyVideo(title: string, description: string, tags: string, aid?: number): Promise<number> {
-		const embeddings = await this.getJinaEmbeddings1024([
+		const embeddings = await this.getJinaEmbeddings1024([title, description, tags]);
 			title,
 			description,
 			tags,
 		]);
 		const probabilities = await this.runClassification(embeddings);
 		if (aid) {
 			logger.log(`Prediction result for aid: ${aid}: [${probabilities.map((p) => p.toFixed(5))}]`, "ml");
--- a/packages/crawler/ml/benchmark.ts
+++ b/packages/crawler/ml/benchmark.ts
@ -1,179 +0,0 @@
 import { AutoTokenizer, PreTrainedTokenizer } from "@huggingface/transformers";
 import * as ort from "onnxruntime";
 function softmax(logits: Float32Array): number[] {
 	const maxLogit = Math.max(...logits);
 	const exponents = logits.map((logit) => Math.exp(logit - maxLogit));
 	const sumOfExponents = exponents.reduce((sum, exp) => sum + exp, 0);
 	return Array.from(exponents.map((exp) => exp / sumOfExponents));
 }
 // 配置参数
 const sentenceTransformerModelName = "alikia2x/jina-embedding-v3-m2v-1024";
 const onnxClassifierPath = "./model/video_classifier_v3_17.onnx";
 const onnxEmbeddingPath = "./model/embedding_original.onnx";
 const testDataPath = "./data/filter/test1.jsonl";
 // 初始化会话
 const [sessionClassifier, sessionEmbedding] = await Promise.all([
 	ort.InferenceSession.create(onnxClassifierPath),
 	ort.InferenceSession.create(onnxEmbeddingPath),
 ]);
 let tokenizer: PreTrainedTokenizer;
 // 初始化分词器
 async function loadTokenizer() {
 	const tokenizerConfig = { local_files_only: true };
 	tokenizer = await AutoTokenizer.from_pretrained(sentenceTransformerModelName, tokenizerConfig);
 }
 // 新的嵌入生成函数（使用ONNX）
 async function getONNXEmbeddings(texts: string[], session: ort.InferenceSession): Promise<number[]> {
 	const { input_ids } = await tokenizer(texts, {
 		add_special_tokens: false,
 		return_tensor: false,
 	});
 	// 构造输入参数
 	const cumsum = (arr: number[]): number[] =>
 		arr.reduce((acc: number[], num: number, i: number) => [...acc, num + (acc[i - 1] || 0)], []);
 	const offsets: number[] = [0, ...cumsum(input_ids.slice(0, -1).map((x: string) => x.length))];
 	const flattened_input_ids = input_ids.flat();
 	// 准备ONNX输入
 	const inputs = {
 		input_ids: new ort.Tensor("int64", new BigInt64Array(flattened_input_ids.map(BigInt)), [
 			flattened_input_ids.length,
 		]),
 		offsets: new ort.Tensor("int64", new BigInt64Array(offsets.map(BigInt)), [offsets.length]),
 	};
 	// 执行推理
 	const { embeddings } = await session.run(inputs);
 	return Array.from(embeddings.data as Float32Array);
 }
 // 分类推理函数
 async function runClassification(embeddings: number[]): Promise<number[]> {
 	const inputTensor = new ort.Tensor(
 		Float32Array.from(embeddings),
 		[1, 3, 1024],
 	);
 	const { logits } = await sessionClassifier.run({ channel_features: inputTensor });
 	return softmax(logits.data as Float32Array);
 }
 // 指标计算函数
 function calculateMetrics(labels: number[], predictions: number[], elapsedTime: number): {
 	accuracy: number;
 	precision: number;
 	recall: number;
 	f1: number;
 	"Class 0 Prec": number;
 	speed: string;
 } {
 	// 输出label和prediction不一样的index列表
 	const arr = [];
 	for (let i = 0; i < labels.length; i++) {
 		if (labels[i] !== predictions[i] && predictions[i] == 0) {
 			arr.push([i + 1, labels[i], predictions[i]]);
 		}
 	}
 	console.log(arr);
 	// 初始化混淆矩阵
 	const classCount = Math.max(...labels, ...predictions) + 1;
 	const matrix = Array.from({ length: classCount }, () => Array.from({ length: classCount }, () => 0));
 	// 填充矩阵
 	labels.forEach((trueLabel, i) => {
 		matrix[trueLabel][predictions[i]]++;
 	});
 	// 计算各指标
 	let totalTP = 0, totalFP = 0, totalFN = 0;
 	for (let c = 0; c < classCount; c++) {
 		const TP = matrix[c][c];
 		const FP = matrix.flatMap((row, i) => i === c ? [] : [row[c]]).reduce((a, b) => a + b, 0);
 		const FN = matrix[c].filter((_, i) => i !== c).reduce((a, b) => a + b, 0);
 		totalTP += TP;
 		totalFP += FP;
 		totalFN += FN;
 	}
 	const precision = totalTP / (totalTP + totalFP);
 	const recall = totalTP / (totalTP + totalFN);
 	const f1 = 2 * (precision * recall) / (precision + recall) || 0;
 	// 计算Class 0 Precision
 	const class0TP = matrix[0][0];
 	const class0FP = matrix.flatMap((row, i) => i === 0 ? [] : [row[0]]).reduce((a, b) => a + b, 0);
 	const class0Precision = class0TP / (class0TP + class0FP) || 0;
 	return {
 		accuracy: labels.filter((l, i) => l === predictions[i]).length / labels.length,
 		precision,
 		recall,
 		f1,
 		speed: `${(labels.length / (elapsedTime / 1000)).toFixed(1)} samples/sec`,
 		"Class 0 Prec": class0Precision,
 	};
 }
 // 改造后的评估函数
 async function evaluateModel(session: ort.InferenceSession): Promise<{
 	accuracy: number;
 	precision: number;
 	recall: number;
 	f1: number;
 	"Class 0 Prec": number;
 }> {
 	const data = await Deno.readTextFile(testDataPath);
 	const samples = data.split("\n")
 		.map((line) => {
 			try {
 				return JSON.parse(line);
 			} catch {
 				return null;
 			}
 		})
 		.filter(Boolean);
 	const allPredictions: number[] = [];
 	const allLabels: number[] = [];
 	const t = new Date().getTime();
 	for (const sample of samples) {
 		try {
 			const embeddings = await getONNXEmbeddings([
 				sample.title,
 				sample.description,
 				sample.tags.join(","),
 			], session);
 			const probabilities = await runClassification(embeddings);
 			allPredictions.push(probabilities.indexOf(Math.max(...probabilities)));
 			allLabels.push(sample.label);
 		} catch (error) {
 			console.error("Processing error:", error);
 		}
 	}
 	const elapsed = new Date().getTime() - t;
 	return calculateMetrics(allLabels, allPredictions, elapsed);
 }
 // 主函数
 async function main() {
 	await loadTokenizer();
 	const metrics = await evaluateModel(sessionEmbedding);
 	console.log("Model Metrics:");
 	console.table(metrics);
 }
 await main();
--- a/packages/crawler/ml/manager.ts
+++ b/packages/crawler/ml/manager.ts
@ -6,8 +6,7 @@ export class AIManager {
 	public sessions: { [key: string]: ort.InferenceSession } = {};
 	public models: { [key: string]: string } = {};
-	constructor() {
+	constructor() {}
 	}
 	public async init() {
 		const modelKeys = Object.keys(this.models);
--- a/packages/crawler/ml/quant_benchmark.ts
+++ b/packages/crawler/ml/quant_benchmark.ts
@ -1,171 +0,0 @@
 import { AutoTokenizer, PreTrainedTokenizer } from "@huggingface/transformers";
 import * as ort from "onnxruntime";
 function softmax(logits: Float32Array): number[] {
 	const maxLogit = Math.max(...logits);
 	const exponents = logits.map((logit) => Math.exp(logit - maxLogit));
 	const sumOfExponents = exponents.reduce((sum, exp) => sum + exp, 0);
 	return Array.from(exponents.map((exp) => exp / sumOfExponents));
 }
 // 配置参数
 const sentenceTransformerModelName = "alikia2x/jina-embedding-v3-m2v-1024";
 const onnxClassifierPath = "./model/video_classifier_v3_11.onnx";
 const onnxEmbeddingOriginalPath = "./model/embedding_original.onnx";
 const onnxEmbeddingQuantizedPath = "./model/embedding_original.onnx";
 // 初始化会话
 const [sessionClassifier, sessionEmbeddingOriginal, sessionEmbeddingQuantized] = await Promise.all([
 	ort.InferenceSession.create(onnxClassifierPath),
 	ort.InferenceSession.create(onnxEmbeddingOriginalPath),
 	ort.InferenceSession.create(onnxEmbeddingQuantizedPath),
 ]);
 let tokenizer: PreTrainedTokenizer;
 // 初始化分词器
 async function loadTokenizer() {
 	const tokenizerConfig = { local_files_only: true };
 	tokenizer = await AutoTokenizer.from_pretrained(sentenceTransformerModelName, tokenizerConfig);
 }
 // 新的嵌入生成函数（使用ONNX）
 async function getONNXEmbeddings(texts: string[], session: ort.InferenceSession): Promise<number[]> {
 	const { input_ids } = await tokenizer(texts, {
 		add_special_tokens: false,
 		return_tensor: false,
 	});
 	// 构造输入参数
 	const cumsum = (arr: number[]): number[] =>
 		arr.reduce((acc: number[], num: number, i: number) => [...acc, num + (acc[i - 1] || 0)], []);
 	const offsets: number[] = [0, ...cumsum(input_ids.slice(0, -1).map((x: string) => x.length))];
 	const flattened_input_ids = input_ids.flat();
 	// 准备ONNX输入
 	const inputs = {
 		input_ids: new ort.Tensor("int64", new BigInt64Array(flattened_input_ids.map(BigInt)), [
 			flattened_input_ids.length,
 		]),
 		offsets: new ort.Tensor("int64", new BigInt64Array(offsets.map(BigInt)), [offsets.length]),
 	};
 	// 执行推理
 	const { embeddings } = await session.run(inputs);
 	return Array.from(embeddings.data as Float32Array);
 }
 // 分类推理函数
 async function runClassification(embeddings: number[]): Promise<number[]> {
 	const inputTensor = new ort.Tensor(
 		Float32Array.from(embeddings),
 		[1, 4, 1024],
 	);
 	const { logits } = await sessionClassifier.run({ channel_features: inputTensor });
 	return softmax(logits.data as Float32Array);
 }
 // 指标计算函数
 function calculateMetrics(labels: number[], predictions: number[], elapsedTime: number): {
 	accuracy: number;
 	precision: number;
 	recall: number;
 	f1: number;
 	speed: string;
 } {
 	// 初始化混淆矩阵
 	const classCount = Math.max(...labels, ...predictions) + 1;
 	const matrix = Array.from({ length: classCount }, () => Array.from({ length: classCount }, () => 0));
 	// 填充矩阵
 	labels.forEach((trueLabel, i) => {
 		matrix[trueLabel][predictions[i]]++;
 	});
 	// 计算各指标
 	let totalTP = 0, totalFP = 0, totalFN = 0;
 	for (let c = 0; c < classCount; c++) {
 		const TP = matrix[c][c];
 		const FP = matrix.flatMap((row, i) => i === c ? [] : [row[c]]).reduce((a, b) => a + b, 0);
 		const FN = matrix[c].filter((_, i) => i !== c).reduce((a, b) => a + b, 0);
 		totalTP += TP;
 		totalFP += FP;
 		totalFN += FN;
 	}
 	const precision = totalTP / (totalTP + totalFP);
 	const recall = totalTP / (totalTP + totalFN);
 	const f1 = 2 * (precision * recall) / (precision + recall) || 0;
 	return {
 		accuracy: labels.filter((l, i) => l === predictions[i]).length / labels.length,
 		precision,
 		recall,
 		f1,
 		speed: `${(labels.length / (elapsedTime / 1000)).toFixed(1)} samples/sec`,
 	};
 }
 // 改造后的评估函数
 async function evaluateModel(session: ort.InferenceSession): Promise<{
 	accuracy: number;
 	precision: number;
 	recall: number;
 	f1: number;
 }> {
 	const data = await Deno.readTextFile("./data/filter/test1.jsonl");
 	const samples = data.split("\n")
 		.map((line) => {
 			try {
 				return JSON.parse(line);
 			} catch {
 				return null;
 			}
 		})
 		.filter(Boolean);
 	const allPredictions: number[] = [];
 	const allLabels: number[] = [];
 	const t = new Date().getTime();
 	for (const sample of samples) {
 		try {
 			const embeddings = await getONNXEmbeddings([
 				sample.title,
 				sample.description,
 				sample.tags.join(","),
 				sample.author_info,
 			], session);
 			const probabilities = await runClassification(embeddings);
 			allPredictions.push(probabilities.indexOf(Math.max(...probabilities)));
 			allLabels.push(sample.label);
 		} catch (error) {
 			console.error("Processing error:", error);
 		}
 	}
 	const elapsed = new Date().getTime() - t;
 	return calculateMetrics(allLabels, allPredictions, elapsed);
 }
 // 主函数
 async function main() {
 	await loadTokenizer();
 	// 评估原始模型
 	const originalMetrics = await evaluateModel(sessionEmbeddingOriginal);
 	console.log("Original Model Metrics:");
 	console.table(originalMetrics);
 	// 评估量化模型
 	const quantizedMetrics = await evaluateModel(sessionEmbeddingQuantized);
 	console.log("Quantized Model Metrics:");
 	console.table(quantizedMetrics);
 }
 await main();
--- a/packages/crawler/mq/exec/archiveSnapshots.ts
+++ b/packages/crawler/mq/exec/archiveSnapshots.ts
@ -1,11 +1,28 @@
 import { Job } from "bullmq";
-import { getAllVideosWithoutActiveSnapshotSchedule, scheduleSnapshot } from "db/snapshotSchedule.ts";
+import { getVideosWithoutActiveSnapshotScheduleByType, scheduleSnapshot } from "db/snapshotSchedule.ts";
 import logger from "@core/log/logger.ts";
 import { lockManager } from "@core/mq/lockManager.ts";
 import { getLatestVideoSnapshot } from "db/snapshot.ts";
-import { HOUR, MINUTE } from "@core/const/time.ts";
+import { MINUTE } from "@core/const/time.ts";
 import { sql } from "@core/db/dbNew";
 function getNextSaturdayMidnightTimestamp(): number {
 	const now = new Date();
 	const currentDay = now.getDay();
 	let daysUntilNextSaturday = (6 - currentDay + 7) % 7;
 	if (daysUntilNextSaturday === 0) {
 		daysUntilNextSaturday = 7;
 	}
 	const nextSaturday = new Date(now);
 	nextSaturday.setDate(nextSaturday.getDate() + daysUntilNextSaturday);
 	nextSaturday.setHours(0, 0, 0, 0);
 	return nextSaturday.getTime();
 }
 export const archiveSnapshotsWorker = async (_job: Job) => {
 	try {
 		const startedAt = Date.now();
@ -14,21 +31,22 @@ export const archiveSnapshotsWorker = async (_job: Job) => {
 			return;
 		}
 		await lockManager.acquireLock("dispatchArchiveSnapshots", 30 * 60);
-		const aids = await getAllVideosWithoutActiveSnapshotSchedule(sql);
+		const aids = await getVideosWithoutActiveSnapshotScheduleByType(sql, "archive");
 		for (const rawAid of aids) {
 			const aid = Number(rawAid);
 			const latestSnapshot = await getLatestVideoSnapshot(sql, aid);
 			const now = Date.now();
 			const lastSnapshotedAt = latestSnapshot?.time ?? now;
-			const interval = 168;
+			const nextSatMidnight = getNextSaturdayMidnightTimestamp();
 			const interval = nextSatMidnight - now;
 			logger.log(
 				`Scheduled archive snapshot for aid ${aid} in ${interval} hours.`,
 				"mq",
 				"fn:archiveSnapshotsWorker"
 			);
-			const targetTime = lastSnapshotedAt + interval * HOUR;
+			const targetTime = lastSnapshotedAt + interval;
 			await scheduleSnapshot(sql, aid, "archive", targetTime);
-			if (now - startedAt > 250 * MINUTE) {
+			if (now - startedAt > 30 * MINUTE) {
 				return;
 			}
 		}
--- a/packages/crawler/mq/exec/classifyVideo.ts
+++ b/packages/crawler/mq/exec/classifyVideo.ts
@ -34,7 +34,7 @@ export const classifyVideoWorker = async (job: Job) => {
 	await job.updateData({
 		...job.data,
-		label: label,
+		label: label
 	});
 	return 0;
@ -46,19 +46,19 @@ export const classifyVideosWorker = async () => {
 		return;
 	}
-	await lockManager.acquireLock("classifyVideos");
+	await lockManager.acquireLock("classifyVideos", 5 * 60);
 	const videos = await getUnlabelledVideos(sql);
 	logger.log(`Found ${videos.length} unlabelled videos`);
-	let i = 0;
+	const startTime = new Date().getTime();
 	for (const aid of videos) {
-		if (i > 200) {
+		const now = new Date().getTime();
 		if (now - startTime > 4.2 * MINUTE) {
 			await lockManager.releaseLock("classifyVideos");
-			return 10000 + i;
+			return 1;
 		}
 		await ClassifyVideoQueue.add("classifyVideo", { aid: Number(aid) });
 		i++;
 	}
 	await lockManager.releaseLock("classifyVideos");
 	return 0;
--- a/packages/crawler/mq/exec/collectSongs.ts
+++ b/packages/crawler/mq/exec/collectSongs.ts
@ -1,7 +1,7 @@
 import { Job } from "bullmq";
 import { collectSongs } from "mq/task/collectSongs.ts";
-export const collectSongsWorker = async (_job: Job): Promise<void> =>{
+export const collectSongsWorker = async (_job: Job): Promise<void> => {
 	await collectSongs();
 	return;
-}
+};
--- a/packages/crawler/mq/exec/dispatchMilestoneSnapshots.ts
+++ b/packages/crawler/mq/exec/dispatchMilestoneSnapshots.ts
@ -16,8 +16,8 @@ export const dispatchMilestoneSnapshotsWorker = async (_job: Job) => {
 			if (eta > 144) continue;
 			const now = Date.now();
 			const scheduledNextSnapshotDelay = eta * HOUR;
-			const maxInterval = 1 * HOUR;
+			const maxInterval = 1.2 * HOUR;
-			const minInterval = 1 * SECOND;
+			const minInterval = 2 * SECOND;
 			const delay = truncate(scheduledNextSnapshotDelay, minInterval, maxInterval);
 			const targetTime = now + delay;
 			await scheduleSnapshot(sql, aid, "milestone", targetTime);
@ -25,5 +25,5 @@ export const dispatchMilestoneSnapshotsWorker = async (_job: Job) => {
 		}
 	} catch (e) {
 		logger.error(e as Error, "mq", "fn:dispatchMilestoneSnapshotsWorker");
-	};
+	}
-}
+};
--- a/packages/crawler/mq/exec/dispatchRegularSnapshots.ts
+++ b/packages/crawler/mq/exec/dispatchRegularSnapshots.ts
@ -1,7 +1,7 @@
 import { Job } from "bullmq";
 import { getLatestVideoSnapshot } from "db/snapshot.ts";
 import { truncate } from "utils/truncate.ts";
-import { getVideosWithoutActiveSnapshotSchedule, scheduleSnapshot } from "db/snapshotSchedule.ts";
+import { getVideosWithoutActiveSnapshotScheduleByType, scheduleSnapshot } from "db/snapshotSchedule.ts";
 import logger from "@core/log/logger.ts";
 import { HOUR, MINUTE, WEEK } from "@core/const/time.ts";
 import { lockManager } from "@core/mq/lockManager.ts";
@ -17,7 +17,7 @@ export const dispatchRegularSnapshotsWorker = async (_job: Job): Promise<void> =
 		}
 		await lockManager.acquireLock("dispatchRegularSnapshots", 30 * 60);
-		const aids = await getVideosWithoutActiveSnapshotSchedule(sql);
+		const aids = await getVideosWithoutActiveSnapshotScheduleByType(sql, "normal");
 		for (const rawAid of aids) {
 			const aid = Number(rawAid);
 			const latestSnapshot = await getLatestVideoSnapshot(sql, aid);
--- a/packages/crawler/mq/exec/getLatestVideos.ts
+++ b/packages/crawler/mq/exec/getLatestVideos.ts
@ -2,6 +2,6 @@ import { sql } from "@core/db/dbNew";
 import { Job } from "bullmq";
 import { queueLatestVideos } from "mq/task/queueLatestVideo.ts";
-export const getLatestVideosWorker = async (_job: Job): Promise<void> =>{
+export const getLatestVideosWorker = async (_job: Job): Promise<void> => {
 	await queueLatestVideos(sql);
-}
+};
--- a/packages/crawler/mq/exec/getVideoInfo.ts
+++ b/packages/crawler/mq/exec/getVideoInfo.ts
@ -10,4 +10,4 @@ export const getVideoInfoWorker = async (job: Job): Promise<void> => {
 		return;
 	}
 	await insertVideoInfo(sql, aid);
-}
+};
--- a/packages/crawler/mq/exec/snapshotTick.ts
+++ b/packages/crawler/mq/exec/snapshotTick.ts
@ -5,15 +5,15 @@ import {
 	getBulkSnapshotsInNextSecond,
 	getSnapshotsInNextSecond,
 	setSnapshotStatus,
-	videoHasProcessingSchedule,
+	videoHasProcessingSchedule
 } from "db/snapshotSchedule.ts";
 import logger from "@core/log/logger.ts";
 import { SnapshotQueue } from "mq/index.ts";
 import { sql } from "@core/db/dbNew";
 const priorityMap: { [key: string]: number } = {
-	"milestone": 1,
+	milestone: 1,
-	"normal": 3,
+	normal: 3
 };
 export const bulkSnapshotTickWorker = async (_job: Job) => {
@ -35,12 +35,16 @@ export const bulkSnapshotTickWorker = async (_job: Job) => {
 					created_at: schedule.created_at,
 					started_at: schedule.started_at,
 					finished_at: schedule.finished_at,
-					status: schedule.status,
+					status: schedule.status
 				};
 			});
-			await SnapshotQueue.add("bulkSnapshotVideo", {
+			await SnapshotQueue.add(
-				schedules: schedulesData,
+				"bulkSnapshotVideo",
-			}, { priority: 3 });
+				{
 					schedules: schedulesData
 				},
 				{ priority: 3 }
 			);
 		}
 		return `OK`;
 	} catch (e) {
@ -61,11 +65,15 @@ export const snapshotTickWorker = async (_job: Job) => {
 			}
 			const aid = Number(schedule.aid);
 			await setSnapshotStatus(sql, schedule.id, "processing");
-			await SnapshotQueue.add("snapshotVideo", {
+			await SnapshotQueue.add(
 				"snapshotVideo",
 				{
 					aid: Number(aid),
 					id: Number(schedule.id),
-				type: schedule.type ?? "normal",
+					type: schedule.type ?? "normal"
-			}, { priority });
+				},
 				{ priority }
 			);
 		}
 		return `OK`;
 	} catch (e) {
@ -76,5 +84,5 @@ export const snapshotTickWorker = async (_job: Job) => {
 export const closetMilestone = (views: number) => {
 	if (views < 100000) return 100000;
 	if (views < 1000000) return 1000000;
-	return 10000000;
+	return Math.ceil(views / 1000000) * 1000000;
 };
--- a/packages/crawler/mq/exec/snapshotVideo.ts
+++ b/packages/crawler/mq/exec/snapshotVideo.ts
@ -1,19 +1,19 @@
 import { Job } from "bullmq";
-import { scheduleSnapshot, setSnapshotStatus, snapshotScheduleExists } from "db/snapshotSchedule.ts";
+import { getLatestSnapshot, scheduleSnapshot, setSnapshotStatus, snapshotScheduleExists } from "db/snapshotSchedule.ts";
 import logger from "@core/log/logger.ts";
 import { HOUR, MINUTE, SECOND } from "@core/const/time.ts";
 import { lockManager } from "@core/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";
 import { sql } from "@core/db/dbNew.ts";
 import { closetMilestone } from "./snapshotTick.ts";
 const snapshotTypeToTaskMap: { [key: string]: string } = {
-	"milestone": "snapshotMilestoneVideo",
+	milestone: "snapshotMilestoneVideo",
-	"normal": "snapshotVideo",
+	normal: "snapshotVideo",
-	"new": "snapshotMilestoneVideo",
+	new: "snapshotMilestoneVideo"
 };
 export const snapshotVideoWorker = async (job: Job): Promise<void> => {
@ -22,6 +22,7 @@ export const snapshotVideoWorker = async (job: Job): Promise<void> => {
 	const type = job.data.type;
 	const task = snapshotTypeToTaskMap[type] ?? "snapshotVideo";
 	const retryInterval = type === "milestone" ? 5 * SECOND : 2 * MINUTE;
 	const latestSnapshot = await getLatestSnapshot(sql, aid);
 	try {
 		const exists = await snapshotScheduleExists(sql, id);
 		if (!exists) {
@ -32,7 +33,7 @@ export const snapshotVideoWorker = async (job: Job): Promise<void> => {
 			logger.warn(
 				`Video ${aid} has status ${status} in the database. Abort snapshoting.`,
 				"mq",
-				"fn:dispatchRegularSnapshotsWorker",
+				"fn:dispatchRegularSnapshotsWorker"
 			);
 			return;
 		}
@ -44,7 +45,7 @@ export const snapshotVideoWorker = async (job: Job): Promise<void> => {
 			logger.warn(
 				`Bilibili return status ${status} when snapshoting for ${aid}.`,
 				"mq",
-				"fn:dispatchRegularSnapshotsWorker",
+				"fn:dispatchRegularSnapshotsWorker"
 			);
 			return;
 		}
@ -52,7 +53,7 @@ export const snapshotVideoWorker = async (job: Job): Promise<void> => {
 		if (type === "new") {
 			const publihsedAt = await getSongsPublihsedAt(sql, aid);
 			const timeSincePublished = stat.time - publihsedAt!;
-			const viewsPerHour = stat.views / timeSincePublished * HOUR;
+			const viewsPerHour = (stat.views / timeSincePublished) * HOUR;
 			if (timeSincePublished > 48 * HOUR) {
 				return;
 			}
@ -72,46 +73,41 @@ export const snapshotVideoWorker = async (job: Job): Promise<void> => {
 			await scheduleSnapshot(sql, aid, type, Date.now() + intervalMins * MINUTE, true);
 		}
 		if (type !== "milestone") return;
 		const alreadyAchievedMilestone = stat.views > closetMilestone(latestSnapshot.views);
 		if (alreadyAchievedMilestone) {
 			return;
 		}
 		const eta = await getAdjustedShortTermETA(sql, aid);
 		if (eta > 144) {
 			const etaHoursString = eta.toFixed(2) + " hrs";
 			logger.warn(
 				`ETA (${etaHoursString}) too long for milestone snapshot. aid: ${aid}.`,
 				"mq",
-				"fn:dispatchRegularSnapshotsWorker",
+				"fn:snapshotVideoWorker"
 			);
 			return;
 		}
 		const now = Date.now();
 		const targetTime = now + eta * HOUR;
 		await scheduleSnapshot(sql, aid, type, targetTime);
 		await setSnapshotStatus(sql, id, "completed");
 		return;
-	}
+	} catch (e) {
 	catch (e) {
 		if (e instanceof NetSchedulerError && e.code === "NO_PROXY_AVAILABLE") {
-			logger.warn(
+			logger.warn(`No available proxy for aid ${job.data.aid}.`, "mq", "fn:snapshotVideoWorker");
 				`No available proxy for aid ${job.data.aid}.`,
 				"mq",
 				"fn:takeSnapshotForVideoWorker",
 			);
 			await setSnapshotStatus(sql, id, "no_proxy");
-			await scheduleSnapshot(sql, aid, type, Date.now() + retryInterval);
+			await scheduleSnapshot(sql, aid, type, Date.now() + retryInterval, false, true);
 			return;
-		}
+		} else if (e instanceof NetSchedulerError && e.code === "ALICLOUD_PROXY_ERR") {
 		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",
+				"fn:snapshotVideoWorker"
 			);
 			await setSnapshotStatus(sql, id, "failed");
 			await scheduleSnapshot(sql, aid, type, Date.now() + retryInterval);
 		}
-		logger.error(e as Error, "mq", "fn:takeSnapshotForVideoWorker");
+		logger.error(e as Error, "mq", "fn:snapshotVideoWorker");
 		await setSnapshotStatus(sql, id, "failed");
 	}
 	finally {
 		await lockManager.releaseLock("dispatchRegularSnapshots");
 	};
 	return;
 };
--- a/packages/crawler/mq/exec/takeBulkSnapshot.ts
+++ b/packages/crawler/mq/exec/takeBulkSnapshot.ts
@ -3,7 +3,7 @@ import {
 	bulkScheduleSnapshot,
 	bulkSetSnapshotStatus,
 	scheduleSnapshot,
-	snapshotScheduleExists,
+	snapshotScheduleExists
 } from "db/snapshotSchedule.ts";
 import { bulkGetVideoStats } from "net/bulkGetVideoStats.ts";
 import logger from "@core/log/logger.ts";
@ -55,7 +55,7 @@ export const takeBulkSnapshotForVideosWorker = async (job: Job) => {
 					${shares},
 					${favorites}
 				)
-			`
+			`;
 			logger.log(`Taken snapshot for video ${aid} in bulk.`, "net", "fn:takeBulkSnapshotForVideosWorker");
 		}
@ -72,13 +72,16 @@ export const takeBulkSnapshotForVideosWorker = async (job: Job) => {
 		return `DONE`;
 	} catch (e) {
 		if (e instanceof NetSchedulerError && e.code === "NO_PROXY_AVAILABLE") {
-			logger.warn(
+			logger.warn(`No available proxy for bulk request now.`, "mq", "fn:takeBulkSnapshotForVideosWorker");
 				`No available proxy for bulk request now.`,
 				"mq",
 				"fn:takeBulkSnapshotForVideosWorker",
 			);
 			await bulkSetSnapshotStatus(sql, ids, "no_proxy");
-			await bulkScheduleSnapshot(sql, aidsToFetch, "normal", Date.now() + 20 * MINUTE * Math.random());
+			await bulkScheduleSnapshot(
 				sql,
 				aidsToFetch,
 				"normal",
 				Date.now() + 20 * MINUTE * Math.random(),
 				false,
 				true
 			);
 			return;
 		}
 		logger.error(e as Error, "mq", "fn:takeBulkSnapshotForVideosWorker");
--- a/packages/crawler/mq/init.ts
+++ b/packages/crawler/mq/init.ts
@ -62,8 +62,8 @@ export async function initMQ() {
 	});
 	await SnapshotQueue.upsertJobScheduler("dispatchArchiveSnapshots", {
-		every: 6 * HOUR,
+		every: 2 * HOUR,
-		immediately: true
+		immediately: false
 	});
 	await SnapshotQueue.upsertJobScheduler("scheduleCleanup", {
--- a/packages/crawler/mq/scheduling.ts
+++ b/packages/crawler/mq/scheduling.ts
@ -2,7 +2,7 @@ import { findClosestSnapshot, getLatestSnapshot, hasAtLeast2Snapshots } from "db
 import { truncate } from "utils/truncate.ts";
 import { closetMilestone } from "./exec/snapshotTick.ts";
 import { HOUR, MINUTE } from "@core/const/time.ts";
-import type { Psql } from "@core/db/global.d.ts";
+import type { Psql } from "@core/db/psql.d.ts";
 const log = (value: number, base: number = 10) => Math.log(value) / Math.log(base);
@ -12,13 +12,12 @@ const getFactor = (x: number) => {
 	const c = 100;
 	const u = 0.601;
 	const g = 455;
-	if (x>g) {
+	if (x > g) {
-		return log(b/log(x+1),a);
+		return log(b / log(x + 1), a);
 	} else {
 		return log(b / log(x + c), a) + u;
 	}
-	else {
+};
 		return log(b/log(x+c),a)+u;
 	}
 }
 /*
 * Returns the minimum ETA in hours for the next snapshot
@ -34,7 +33,7 @@ export const getAdjustedShortTermETA = async (sql: Psql, aid: number) => {
 	if (!snapshotsEnough) return 0;
 	const currentTimestamp = new Date().getTime();
-	const timeIntervals = [3 * MINUTE, 20 * MINUTE, 1 * HOUR, 3 * HOUR, 6 * HOUR, 72 * HOUR];
+	const timeIntervals = [3 * MINUTE, 20 * MINUTE, HOUR, 3 * HOUR, 6 * HOUR, 72 * HOUR];
 	const DELTA = 0.00001;
 	let minETAHours = Infinity;
--- a/packages/crawler/mq/task/collectSongs.ts
+++ b/packages/crawler/mq/task/collectSongs.ts
@ -25,5 +25,5 @@ export async function insertIntoSongs(sql: Psql, aid: number) {
 			(SELECT duration FROM bilibili_metadata WHERE aid = ${aid})
 		)
 		ON CONFLICT DO NOTHING
-	`
+	`;
 }
--- a/packages/crawler/mq/task/getVideoDetails.ts
+++ b/packages/crawler/mq/task/getVideoDetails.ts
@ -18,9 +18,9 @@ export async function insertVideoInfo(sql: Psql, aid: number) {
 	const bvid = data.View.bvid;
 	const desc = data.View.desc;
 	const uid = data.View.owner.mid;
-	const tags = data.Tags
+	const tags = data.Tags.filter((tag) => !["old_channel", "topic"].indexOf(tag.tag_type))
-		.filter((tag) => !["old_channel", "topic"].indexOf(tag.tag_type))
+		.map((tag) => tag.tag_name)
-		.map((tag) => tag.tag_name).join(",");
+		.join(",");
 	const title = data.View.title;
 	const published_at = formatTimestampToPsql(data.View.pubdate * SECOND + 8 * HOUR);
 	const duration = data.View.duration;
@ -55,7 +55,7 @@ export async function insertVideoInfo(sql: Psql, aid: number) {
 			${stat.share}, 
 			${stat.favorite}
 		)
-	`
+	`;
 	logger.log(`Inserted video metadata for aid: ${aid}`, "mq");
 	await ClassifyVideoQueue.add("classifyVideo", { aid });
--- a/packages/crawler/mq/task/getVideoStats.ts
+++ b/packages/crawler/mq/task/getVideoStats.ts
@ -24,11 +24,7 @@ export interface SnapshotNumber {
 * - The native `fetch` function threw an error: with error code `FETCH_ERROR`
 * - The alicloud-fc threw an error: with error code `ALICLOUD_FC_ERROR`
 */
-export async function insertVideoSnapshot(
+export async function insertVideoSnapshot(sql: Psql, aid: number, task: string): Promise<number | SnapshotNumber> {
 	sql: Psql,
 	aid: number,
 	task: string,
 ): Promise<number | SnapshotNumber> {
 	const data = await getVideoInfo(aid, task);
 	if (typeof data == "number") {
 		return data;
@ -45,7 +41,7 @@ export async function insertVideoSnapshot(
 	await sql`
        INSERT INTO video_snapshot (aid, views, danmakus, replies, likes, coins, shares, favorites)
        VALUES (${aid}, ${views}, ${danmakus}, ${replies}, ${likes}, ${coins}, ${shares}, ${favorites})
-    `
+    `;
 	logger.log(`Taken snapshot for video ${aid}.`, "net", "fn:insertVideoSnapshot");
@ -58,6 +54,6 @@ export async function insertVideoSnapshot(
 		coins,
 		shares,
 		favorites,
-		time,
+		time
 	};
 }
--- a/packages/crawler/mq/task/queueLatestVideo.ts
+++ b/packages/crawler/mq/task/queueLatestVideo.ts
@ -6,9 +6,7 @@ import logger from "@core/log/logger.ts";
 import { LatestVideosQueue } from "mq/index.ts";
 import type { Psql } from "@core/db/psql.d.ts";
-export async function queueLatestVideos(
+export async function queueLatestVideos(sql: Psql): Promise<number | null> {
 	sql: Psql,
 ): Promise<number | null> {
 	let page = 1;
 	let i = 0;
 	const videosFound = new Set();
@ -26,14 +24,18 @@ export async function queueLatestVideos(
 			if (videoExists) {
 				continue;
 			}
-			await LatestVideosQueue.add("getVideoInfo", { aid }, {
+			await LatestVideosQueue.add(
 				"getVideoInfo",
 				{ aid },
 				{
 					delay,
 					attempts: 100,
 					backoff: {
 						type: "fixed",
-					delay: SECOND * 5,
+						delay: SECOND * 5
-				},
+					}
-			});
+				}
 			);
 			videosFound.add(aid);
 			allExists = false;
 			delay += Math.random() * SECOND * 1.5;
@ -42,7 +44,7 @@ export async function queueLatestVideos(
 		logger.log(
 			`Page ${page} crawled, total: ${videosFound.size}/${i} videos added/observed.`,
 			"net",
-			"fn:queueLatestVideos()",
+			"fn:queueLatestVideos()"
 		);
 		if (allExists) {
 			return 0;
--- a/packages/crawler/mq/task/regularSnapshotInterval.ts
+++ b/packages/crawler/mq/task/regularSnapshotInterval.ts
@ -1,6 +1,6 @@
 import { findClosestSnapshot, findSnapshotBefore, getLatestSnapshot } from "db/snapshotSchedule.ts";
 import { HOUR } from "@core/const/time.ts";
-import type { Psql } from "@core/db/global.d.ts";
+import type { Psql } from "@core/db/psql.d.ts";
 export const getRegularSnapshotInterval = async (sql: Psql, aid: number) => {
 	const now = Date.now();
@ -14,7 +14,7 @@ export const getRegularSnapshotInterval = async (sql: Psql, aid: number) => {
 	if (hoursDiff < 8) return 24;
 	const viewsDiff = latestSnapshot.views - oldSnapshot.views;
 	if (viewsDiff === 0) return 72;
-	const speedPerDay = viewsDiff / (hoursDiff + 0.001) * 24;
+	const speedPerDay = (viewsDiff / (hoursDiff + 0.001)) * 24;
 	if (speedPerDay < 6) return 36;
 	if (speedPerDay < 120) return 24;
 	if (speedPerDay < 320) return 12;
--- a/packages/crawler/mq/task/removeAllTimeoutSchedules.ts
+++ b/packages/crawler/mq/task/removeAllTimeoutSchedules.ts
@ -2,11 +2,7 @@ import { sql } from "@core/db/dbNew";
 import logger from "@core/log/logger.ts";
 export async function removeAllTimeoutSchedules() {
-	logger.log(
+	logger.log("Too many timeout schedules, directly removing these schedules...", "mq", "fn:scheduleCleanupWorker");
 		"Too many timeout schedules, directly removing these schedules...",
 		"mq",
 		"fn:scheduleCleanupWorker",
 	);
 	return await sql`
 		DELETE FROM snapshot_schedule
 		WHERE status IN ('pending', 'processing')
--- a/packages/crawler/package.json
+++ b/packages/crawler/package.json
@ -1,5 +1,6 @@
 {
 	"name": "crawler",
 	"version": "1.3.0",
 	"scripts": {
 		"test": "bun --env-file=.env.test run vitest",
 		"worker:main": "bun run ./src/worker.ts",
@ -7,7 +8,8 @@
 		"worker:filter": "bun run ./build/filterWorker.js",
 		"adder": "bun run ./src/jobAdder.ts",
 		"bullui": "bun run ./src/bullui.ts",
-		"all": "bun run concurrently --restart-tries -1 'bun run worker:main' 'bun run adder' 'bun run bullui' 'bun run worker:filter'"
+		"all": "bun run concurrently --restart-tries -1 'bun run worker:main' 'bun run adder' 'bun run worker:filter'",
 		"format": "prettier --write ."
 	},
 	"devDependencies": {
 		"concurrently": "^9.1.2"
@ -19,6 +21,7 @@
 		"bullmq": "^5.52.1",
 		"express": "^5.1.0",
 		"ioredis": "^5.6.1",
 		"postgres": "^3.4.5",
 		"onnxruntime-node": "1.19.2"
 	}
 }
--- a/packages/crawler/src/build.ts
+++ b/packages/crawler/src/build.ts
@ -6,7 +6,6 @@ await Bun.build({
 	target: "node"
 });
 const file = Bun.file("./build/filterWorker.js");
 const code = await file.text();
--- a/packages/crawler/src/bullui.ts
+++ b/packages/crawler/src/bullui.ts
@ -11,9 +11,9 @@ createBullBoard({
 	queues: [
 		new BullMQAdapter(LatestVideosQueue),
 		new BullMQAdapter(ClassifyVideoQueue),
-		new BullMQAdapter(SnapshotQueue),
+		new BullMQAdapter(SnapshotQueue)
 	],
-	serverAdapter: serverAdapter,
+	serverAdapter: serverAdapter
 });
 const app = express();
--- a/packages/crawler/src/filterWorker.ts
+++ b/packages/crawler/src/filterWorker.ts
@ -12,8 +12,8 @@ const shutdown = async (signal: string) => {
 	process.exit(0);
 };
-process.on('SIGINT', () => shutdown('SIGINT'));
+process.on("SIGINT", () => shutdown("SIGINT"));
-process.on('SIGTERM', () => shutdown('SIGTERM'));
+process.on("SIGTERM", () => shutdown("SIGTERM"));
 await Akari.init();
@ -29,7 +29,7 @@ const filterWorker = new Worker(
 				break;
 		}
 	},
-	{ connection: redis as ConnectionOptions, concurrency: 2, removeOnComplete: { count: 1000 } },
+	{ connection: redis as ConnectionOptions, concurrency: 2, removeOnComplete: { count: 1000 } }
 );
 filterWorker.on("active", () => {
--- a/packages/crawler/src/worker.ts
+++ b/packages/crawler/src/worker.ts
@ -10,7 +10,7 @@ import {
 	scheduleCleanupWorker,
 	snapshotTickWorker,
 	snapshotVideoWorker,
-	takeBulkSnapshotForVideosWorker,
+	takeBulkSnapshotForVideosWorker
 } from "mq/exec/executors.ts";
 import { redis } from "@core/db/redis.ts";
 import logger from "@core/log/logger.ts";
@ -37,8 +37,8 @@ const shutdown = async (signal: string) => {
 	process.exit(0);
 };
-process.on('SIGINT', () => shutdown('SIGINT'));
+process.on("SIGINT", () => shutdown("SIGINT"));
-process.on('SIGTERM', () => shutdown('SIGTERM'));
+process.on("SIGTERM", () => shutdown("SIGTERM"));
 const latestVideoWorker = new Worker(
 	"latestVideos",
@ -58,8 +58,8 @@ const latestVideoWorker = new Worker(
 		connection: redis as ConnectionOptions,
 		concurrency: 6,
 		removeOnComplete: { count: 1440 },
-		removeOnFail: { count: 0 },
+		removeOnFail: { count: 0 }
-	},
+	}
 );
 latestVideoWorker.on("active", () => {
@ -95,7 +95,7 @@ const snapshotWorker = new Worker(
 				break;
 		}
 	},
-	{ connection: redis as ConnectionOptions, concurrency: 50, removeOnComplete: { count: 2000 } },
+	{ connection: redis as ConnectionOptions, concurrency: 50, removeOnComplete: { count: 2000 } }
 );
 snapshotWorker.on("error", (err) => {
--- a/packages/crawler/test/db/snapshotSchedule.test.ts
+++ b/packages/crawler/test/db/snapshotSchedule.test.ts
@ -56,26 +56,26 @@ const databasePreparationQuery = `
    CREATE INDEX idx_snapshot_schedule_status ON snapshot_schedule USING btree (status);
    CREATE INDEX idx_snapshot_schedule_type ON snapshot_schedule USING btree (type);
    CREATE UNIQUE INDEX snapshot_schedule_pkey ON snapshot_schedule USING btree (id);
-`
+`;
 const cleanUpQuery = `
    DROP SEQUENCE IF EXISTS "snapshot_schedule_id_seq" CASCADE;
    DROP TABLE IF EXISTS "snapshot_schedule" CASCADE;
-`
+`;
 async function testMocking() {
-	await sql.begin(async tx => {
+	await sql.begin(async (tx) => {
 		await tx.unsafe(cleanUpQuery).simple();
 		await tx.unsafe(databasePreparationQuery).simple();
 		await tx`
            INSERT INTO snapshot_schedule 
-            ${sql(mockSnapshotSchedules, 'aid', 'created_at', 'finished_at', 'id', 'started_at', 'status', 'type')}
+            ${sql(mockSnapshotSchedules, "aid", "created_at", "finished_at", "id", "started_at", "status", "type")}
        `;
 		await tx`
            ROLLBACK;
-        `
+        `;
 		await tx.unsafe(cleanUpQuery).simple();
 		return;
@ -83,26 +83,26 @@ async function testMocking() {
 }
 async function testBulkSetSnapshotStatus() {
-    return await sql.begin(async tx => {
+	return await sql.begin(async (tx) => {
 		await tx.unsafe(cleanUpQuery).simple();
 		await tx.unsafe(databasePreparationQuery).simple();
 		await tx`
            INSERT INTO snapshot_schedule 
-            ${sql(mockSnapshotSchedules, 'aid', 'created_at', 'finished_at', 'id', 'started_at', 'status', 'type')}
+            ${sql(mockSnapshotSchedules, "aid", "created_at", "finished_at", "id", "started_at", "status", "type")}
        `;
 		const ids = [1, 2, 3];
-        await bulkSetSnapshotStatus(tx, ids, 'pending')
+		await bulkSetSnapshotStatus(tx, ids, "pending");
-        const rows = tx<{status: string}[]>`
+		const rows = tx<{ status: string }[]>`
            SELECT status FROM snapshot_schedule WHERE id = 1;
        `.execute();
 		await tx`
            ROLLBACK;
-        `
+        `;
 		await tx.unsafe(cleanUpQuery).simple();
 		return rows;
@ -116,5 +116,5 @@ test("data mocking works", async () => {
 test("bulkSetSnapshotStatus core logic works smoothly", async () => {
 	const rows = await testBulkSetSnapshotStatus();
-	expect(rows.every(item => item.status === 'pending')).toBe(true);
+	expect(rows.every((item) => item.status === "pending")).toBe(true);
 });
--- a/packages/crawler/utils/formatTimestampToPostgre.ts
+++ b/packages/crawler/utils/formatTimestampToPostgre.ts
@ -1,6 +1,6 @@
 export function formatTimestampToPsql(timestamp: number) {
 	const date = new Date(timestamp);
-	return date.toISOString().slice(0, 23).replace("T", " ");
+	return date.toISOString().slice(0, 23).replace("T", " ") + "+08";
 }
 export function parseTimestampFromPsql(timestamp: string) {
--- a/packages/crawler/vitest.config.ts
+++ b/packages/crawler/vitest.config.ts
@ -1,5 +1,5 @@
 import { defineConfig } from "vitest/config";
-import tsconfigPaths from 'vite-tsconfig-paths'
+import tsconfigPaths from "vite-tsconfig-paths";
 export default defineConfig({
 	plugins: [tsconfigPaths()]
--- a/packages/frontend/package.json
+++ b/packages/frontend/package.json
@ -1,7 +1,7 @@
 {
 	"name": "frontend",
 	"type": "module",
-  "version": "0.0.1",
+	"version": "1.9.0",
 	"scripts": {
 		"dev": "astro dev",
 		"build": "astro build",
--- a/packages/frontend/src/components/Dialog.svelte
+++ b/packages/frontend/src/components/Dialog.svelte
@ -0,0 +1,3 @@
 <div class="absolute bg-surface-container-high dark:bg-dark-surface-container-high z-50">
 </div>
--- a/packages/frontend/src/components/InfoPage/MetadataRow.astro
+++ b/packages/frontend/src/components/InfoPage/MetadataRow.astro
@ -3,6 +3,6 @@ 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="max-w-14 min-w-14 md:max-w-24 md:min-w-24 border dark:border-zinc-500 px-2 md:px-3 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>
--- a/packages/frontend/src/components/NavigationDrawer.svelte
+++ b/packages/frontend/src/components/NavigationDrawer.svelte
@ -6,7 +6,6 @@
 	export let show: boolean = false;
 	export let onClose: () => void;
 	let drawer: HTMLDivElement;
 	let cover: HTMLDivElement;
 	onMount(() => {
@ -31,11 +30,9 @@
 			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);"
--- a/packages/frontend/src/components/Portal.svelte
+++ b/packages/frontend/src/components/Portal.svelte
@ -0,0 +1,8 @@
 <script>
 	let ref;
 	$: ref && document.body.appendChild(ref);
 </script>
 <div bind:this={ref}>
 	<slot></slot>
 </div>
--- a/packages/frontend/src/components/RegisterPage/RegisterForm.svelte
+++ b/packages/frontend/src/components/RegisterPage/RegisterForm.svelte
@ -0,0 +1,78 @@
 <script lang="ts">
 	import TextField from "@components/TextField.svelte";
 	import LoadingSpinner from "@components/icon/LoadingSpinner.svelte";
 	import { computeVdfInWorker } from "@lib/vdf.js";
 	export let backendURL: string;
 	let password = '';
 	let username = '';
 	let nickname = '';
 	let loading = false;
 	async function createCaptchaSession() {
 		const url = new URL(backendURL);
 		url.pathname = '/captcha/session';
 		const res = await fetch(url.toString(), {
 			method: "POST",
 			body: JSON.stringify({
 				"route": "POST-/user"
 			})
 		});
 		if (res.status !== 201) {
 			throw new Error("Failed to create captcha session");
 		}
 		return await res.json();
 	}
 	async function getCaptchaResult(id: string, ans: string) {
 		const url = new URL(backendURL);
 		url.pathname = `/captcha/${id}/result`;
 		url.searchParams.set("ans", ans);
 		const res = await fetch(url.toString());
 		if (res.status !== 200) {
 			throw new Error("Failed to verify captcha answer");
 		}
 		return await res.json();
 	}
 	async function register() {
 		const { g, n, t, id } = await createCaptchaSession();
 		const ans = await computeVdfInWorker(BigInt(g), BigInt(n), BigInt(t));
 		const res = await getCaptchaResult(id, ans.result.toString());
 		console.log(res)
 	}
 </script>
 <form class="w-full flex flex-col gap-6">
 	<TextField labelText="用户名" bind:inputText={username} maxChar={50}
 			   supportingText="*必填。用户名是唯一的，不区分大小写。"
 	/>
 	<TextField labelText="密码" type="password" bind:inputText={password}
 			   supportingText="*必填。密码至少为 4 个字符。" maxChar={120}
 	/>
 	<TextField labelText="昵称" bind:inputText={nickname}
 			   supportingText="昵称可以重复。" maxChar={30}
 	/>
 	<button class="bg-primary dark:bg-dark-primary text-on-primary dark:text-dark-on-primary duration-150
 		rounded-full hover:bg-on-primary-container hover:dark:bg-dark-on-primary-container mt-2
 		flex items-center text-sm leading-5 justify-center h-10 w-full"
 		onclick={async (e) => {
 			e.preventDefault();
 			loading = true;
 			try {
 				await register();
 			}
 			finally {
 			    loading = false;
 			}
 		}}
 	>
 		{#if !loading}
 			<span>注册</span>
 		{:else}
 			<LoadingSpinner/>
 		{/if}
 	</button>
 </form>
--- a/packages/frontend/src/components/SearchBox.svelte
+++ b/packages/frontend/src/components/SearchBox.svelte
@ -7,7 +7,7 @@
 	};
 	export function changeFocusState(target: boolean) {
-		if (!inputElement) return; // 使用 inputElement 而不是 inputBox
+		if (!inputElement) return;
 		if (target) {
 			inputElement.focus();
 		} else {
@ -22,13 +22,13 @@
 	function handleKeydown(event: KeyboardEvent) {
 		if (event.key === "Enter") {
 			event.preventDefault();
-			const value = inputValue.trim(); // 使用绑定的变量
+			const value = inputValue.trim();
 			if (!value) return;
 			search(value);
 		}
 	}
-	let inputElement: HTMLInputElement; // 引用 input 元素
+	let inputElement: HTMLInputElement;
 </script>
 <style>
--- a/packages/frontend/src/components/TextField.svelte
+++ b/packages/frontend/src/components/TextField.svelte
@ -0,0 +1,72 @@
 <script lang="ts">
 	let focus = $state(false);
 	let {
 		labelText = "",
 		type = "text",
 		inputText = $bindable(),
 		maxChar = undefined,
 		supportingText = undefined,
 		...rest
 	} = $props();
 	function onValueChange(event: Event & { currentTarget: EventTarget & HTMLInputElement }) {
 		if (!event.target) return;
 		const { value } = event.target as HTMLInputElement;
 		inputText = value;
 	}
 </script>
 <div {...rest}>
 	<div class="relative h-14 px-4">
 		<div class="absolute flex top-0 left-0 h-full w-full">
 			<div class={`w-3 rounded-l-sm border-outline dark:border-dark-outline
 				${(focus) ?
 					"border-primary dark:border-dark-primary border-l-2 border-y-2" :
 					"border-l-[1px] border-y-[1px] "}
 			`}></div>
 			<div class={`px-1 border-outline dark:border-dark-outline transition-none
 				${(!focus && !inputText) && "border-y-[1px]"}
 				${(!focus && inputText) && "border-y-[1px] border-t-0"}
 				${focus && "border-primary dark:border-dark-primary border-y-2 border-t-0"}
 			`}>
 				<span class={`
 					relative leading-6 text-base text-on-surface-variant dark:text-dark-on-surface-variant duration-150
 					${(focus || inputText) ? "-top-3 text-xs leading-4" : "top-4"}
 					${focus && "text-primary dark:text-dark-primary"}
 				`}>
 					{labelText}
 				</span>
 			</div>
 			<div class={`flex-grow rounded-r-sm border-outline dark:border-dark-outline
 					${(focus) ?
 					 "border-primary dark:border-dark-primary border-r-2 border-y-2" :
 					 "border-r-[1px] border-y-[1px] "}
 			`}></div>
 		</div>
 		<input
 			class="relative focus:outline-none h-full w-full"
 			onfocus={() => focus = true}
 			onblur={() => focus = false}
 			oninput={onValueChange}
 			type={type}
 		/>
 	</div>
 	{#if supportingText || maxChar}
 		<div class="w-full relative mt-1 text-on-surface-variant dark:text-dark-on-surface-variant
 		 	text-xs leading-4 h-4">
 			{#if supportingText}
 				<span class="absolute left-4">
 					{supportingText}
 				</span>
 			{/if}
 			{#if maxChar}
 				<span class="absolute right-4">
 					{inputText.length}/{maxChar}
 				</span>
 			{/if}
 		</div>
 	{/if}
 </div>
--- a/packages/frontend/src/components/TitleBarMobile.svelte
+++ b/packages/frontend/src/components/TitleBarMobile.svelte
@ -9,6 +9,7 @@
 	import HomeIcon from "@components/icon/HomeIcon.svelte";
 	import InfoIcon from "@components/icon/InfoIcon.svelte";
 	import RegisterIcon from "@components/icon/RegisterIcon.svelte";
 	import Portal from "@components/Portal.svelte";
 	let searchBox: SearchBox | null = null;
 	let showSearchBox = false;
@ -19,7 +20,8 @@
 	}
 </script>
-<NavigationDrawer show={showDrawer} onClose={() => showDrawer = false}>
+<Portal>
 	<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"/>
@ -34,7 +36,8 @@
 				<a href="/register">注册</a>
 			</div>
 		</div>
-</NavigationDrawer>
+	</NavigationDrawer>
 </Portal>
 <div class="md:hidden relative top-0 left-0 w-full h-16 z-20">
 	{#if !showSearchBox}
--- a/packages/frontend/src/components/VideoInfoPage/StatRow.astro
+++ b/packages/frontend/src/components/VideoInfoPage/StatRow.astro
@ -0,0 +1,12 @@
 ---
 const { title, description } = Astro.props;
 ---
 <div class="flex justify-between w-36">
 	<span>
 		{title}
 	</span>
 	<span>
 		{description}
 	</span>
 </div>
--- a/packages/frontend/src/components/icon/LeftArrow.astro
+++ b/packages/frontend/src/components/icon/LeftArrow.astro
@ -0,0 +1,8 @@
 ---
 const { ...props } = Astro.props;
 ---
 <svg {...props} width="1em" height="1em" viewBox="0 0 10.72 8" fill="none" xmlns="http://www.w3.org/2000/svg">
 	<path id="path"
 		  d="M10.64 4.34C10.69 4.23 10.72 4.11 10.72 3.97C10.72 3.79 10.67 3.65 10.59 3.55C10.55 3.51 10.5 3.46 10.46 3.44C10.39 3.4 10.31 3.38 10.22 3.38L2.16 3.38L4.57 0.97C4.61 0.9 4.7 0.73 4.7 0.63C4.7 0.6 4.7 0.57 4.7 0.52C4.67 0.4 4.6 0.28 4.5 0.16C4.39 0.06 4.29 0 4.17 -0.02C4.13 -0.04 4.09 -0.05 4.04 -0.05C3.95 -0.05 3.87 -0.02 3.81 0.01C3.76 0.04 3.73 0.06 3.7 0.09L0.22 3.58C0.07 3.72 0 3.85 0 3.97C0 4.09 0.07 4.23 0.22 4.38L3.7 7.87C3.82 7.95 3.93 8 4.04 8C4.18 7.98 4.37 7.91 4.5 7.79C4.6 7.68 4.67 7.56 4.7 7.44C4.7 7.4 4.7 7.36 4.7 7.32C4.7 7.26 4.7 7.21 4.67 7.16C4.66 7.1 4.62 7.04 4.57 7L2.16 4.59L10.22 4.59C10.3 4.59 10.37 4.57 10.43 4.54C10.49 4.51 10.59 4.4 10.64 4.34Z"
 		  fill="currentColor" fill-opacity="1.000000" fill-rule="evenodd" />
 </svg>
--- a/packages/frontend/src/components/icon/LoadingSpinner.svelte
+++ b/packages/frontend/src/components/icon/LoadingSpinner.svelte
@ -0,0 +1,15 @@
 <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">
 		<g stroke="currentColor" stroke-width="1">
 			<circle cx="12" cy="12" r="9.5" fill="none" stroke-linecap="round" stroke-width="3">
 				<animate attributeName="stroke-dasharray" calcMode="spline" dur="1.5s" keySplines="0.42,0,0.58,1;0.42,0,0.58,1;0.42,0,0.58,1" keyTimes="0;0.475;0.95;1" repeatCount="indefinite" values="0 150;42 150;42 150;42 150" />
 				<animate attributeName="stroke-dashoffset" calcMode="spline" dur="1.5s" keySplines="0.42,0,0.58,1;0.42,0,0.58,1;0.42,0,0.58,1" keyTimes="0;0.475;0.95;1" repeatCount="indefinite" values="0;-16;-59;-59" />
 			</circle>
 			<animateTransform attributeName="transform" dur="2s" repeatCount="indefinite" type="rotate" values="0 12 12;360 12 12" />
 		</g>
 	</svg>
 </div>
--- a/packages/frontend/src/components/icon/MenuIcon.svelte
+++ b/packages/frontend/src/components/icon/MenuIcon.svelte
@ -3,18 +3,7 @@
 </script>
 <div class={className}>
-    <svg width="28.000000" height="28.000000" viewBox="0 0 28 28" fill="none" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
+    <svg width="28.000000" height="28.000000" viewBox="0 0 28 28" fill="none" xmlns="http://www.w3.org/2000/svg">
        <desc>
                Created with Pixso.
        </desc>
        <defs>
            <clipPath id="clip97_210">
                <rect id="菜单按钮" width="28.000000" height="28.000000" fill="white" fill-opacity="0"/>
            </clipPath>
        </defs>
        <g clip-path="url(#clip97_210)">
            <path id="path" d="M4.66 21C4.33 21 4.05 20.88 3.83 20.66C3.61 20.44 3.5 20.16 3.5 19.83C3.49 19.5 3.61 19.22 3.83 19C4.06 18.77 4.33 18.66 4.66 18.66L23.33 18.66C23.66 18.66 23.94 18.77 24.16 19C24.38 19.22 24.5 19.5 24.5 19.83C24.49 20.16 24.38 20.44 24.16 20.66C23.94 20.88 23.66 21 23.33 21L4.66 21ZM4.66 15.16C4.33 15.16 4.05 15.05 3.83 14.83C3.61 14.6 3.5 14.32 3.5 14C3.49 13.67 3.61 13.39 3.83 13.16C4.06 12.94 4.33 12.83 4.66 12.83L23.33 12.83C23.66 12.83 23.94 12.94 24.16 13.16C24.38 13.39 24.5 13.67 24.5 14C24.49 14.32 24.38 14.6 24.16 14.83C23.94 15.05 23.66 15.16 23.33 15.16L4.66 15.16ZM4.66 9.33C4.33 9.33 4.05 9.22 3.83 8.99C3.61 8.77 3.5 8.49 3.5 8.16C3.49 7.83 3.61 7.56 3.83 7.33C4.06 7.11 4.33 7 4.66 7L23.33 7C23.66 7 23.94 7.11 24.16 7.33C24.38 7.56 24.5 7.83 24.5 8.16C24.49 8.49 24.38 8.77 24.16 8.99C23.94 9.22 23.66 9.33 23.33 9.33L4.66 9.33Z" fill="currentColor" fill-opacity="1.000000" fill-rule="nonzero"/>
        </g>
    </svg>
 </div>
--- a/packages/frontend/src/components/icon/RightArrow.astro
+++ b/packages/frontend/src/components/icon/RightArrow.astro
@ -2,7 +2,7 @@
 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">
+<svg {...props} width="1em" height="1em" 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>
--- a/packages/frontend/src/lib/vdf.ts
+++ b/packages/frontend/src/lib/vdf.ts
@ -0,0 +1,113 @@
 // Define interfaces for input and output
 interface VdfProgressCallback {
 	(progress: number): void;
 }
 interface VdfResult {
 	result: bigint;
 	time: number; // Time taken in milliseconds
 }
 // The content of the Web Worker script
 const workerContent = `addEventListener("message", async (event) => {
    const { g, N, difficulty } = event.data;
    // Although pow is not used in the iterative VDF, it's good to keep the original worker code structure.
    // The iterative computeVDFWithProgress is better for progress reporting.
    function pow(base, exponent, mod) {
        let result = 1n;
        base = base % mod;
        while (exponent > 0n) {
            if (exponent % 2n === 1n) {
                result = (result * base) % mod;
            }
            base = (base * base) % mod;
            exponent = exponent / 2n;
            // Using BigInt division (/) which performs integer division
        }
        return result;
    }
    // Compute VDF iteratively to report progress
    function computeVDFWithProgress(g, N, T, postProgress) {
        let result = g;
        let latestTime = performance.now();
        const totalSteps = T; // T is the difficulty, representing 2^T squaring steps
        for (let i = 0n; i < totalSteps; i++) {
            result = (result * result) % N;
            // Report progress periodically (approx. every 16ms to match typical frame rate)
            if (performance.now() - latestTime > 16) {
                 // Calculate progress as a percentage
                const progress = Number((i + 1n) * 10000n / totalSteps) / 100; // Using 10000 for better precision before dividing by 100
                postProgress(progress);
                latestTime = performance.now();
            }
        }
        // Ensure final progress is reported
        postProgress(100);
        return result;
    }
    const startTime = performance.now();
    // The worker computes g^(2^difficulty) mod N. The loop runs 'difficulty' times, performing squaring.
    const result = computeVDFWithProgress(g, N, difficulty, (progress) => {
        // Post progress back to the main thread
        postMessage({ type: "progress", progress: progress });
    });
    const endTime = performance.now();
    const timeTaken = endTime - startTime;
    // Post the final result and time taken back to the main thread
    postMessage({ type: "result", result: result.toString(), time: timeTaken });
 });
 `;
 /**
 * Computes the Verifiable Delay Function (VDF) result g^(2^difficulty) mod N
 * in a Web Worker and reports progress.
 * @param g - The base (bigint).
 * @param N - The modulus (bigint).
 * @param difficulty - The number of squaring steps (T) (bigint).
 * @param onProgress - Optional callback function to receive progress updates (0-100).
 * @returns A Promise that resolves with the VDF result and time taken.
 */
 export function computeVdfInWorker(g: bigint, N: bigint, difficulty: bigint, onProgress?: VdfProgressCallback): Promise<VdfResult> {
 	return new Promise((resolve, reject) => {
 		// Create a Blob containing the worker script
 		const blob = new Blob([workerContent], { type: "text/javascript" });
 		// Create a URL for the Blob
 		const workerUrl = URL.createObjectURL(blob);
 		// Create a new Web Worker
 		const worker = new Worker(workerUrl);
 		// Handle messages from the worker
 		worker.onmessage = (event) => {
 			const { type, progress, result, time } = event.data;
 			if (type === "progress") {
 				if (onProgress) {
 					onProgress(progress);
 				}
 			} else if (type === "result") {
 				// Resolve the promise with the result and time
 				resolve({ result: BigInt(result), time });
 				// Terminate the worker and revoke the URL
 				worker.terminate();
 				URL.revokeObjectURL(workerUrl);
 			}
 		};
 		// Handle potential errors in the worker
 		worker.onerror = (error) => {
 			reject(error);
 			// Terminate the worker and revoke the URL in case of error
 			worker.terminate();
 			URL.revokeObjectURL(workerUrl);
 		};
 		// Post the data to the worker to start the computation
 		worker.postMessage({ g, N, difficulty });
 	});
 }
--- a/packages/frontend/src/pages/register/index.astro
+++ b/packages/frontend/src/pages/register/index.astro
@ -1,13 +1,24 @@
 ---
 import Layout from "@layouts/Layout.astro";
 import RightArrow from "@components/icon/RightArrow.astro";
 import RegisterForm from "@components/RegisterPage/RegisterForm.svelte";
 import LeftArrow from "@components/icon/LeftArrow.astro";
 const backendURL = import.meta.env.BACKEND_URL;
 ---
 <Layout title="注册">
-	<main class="relative flex-grow pt-36 px-4 md:w-full md:flex md:items-center md:flex-col">
+	<main class="relative flex-grow pt-8 md:pt-0 px-4 md:w-full md:h-full md:flex md:items-center md:justify-center">
-		<div class="md:w-[40rem] rounded-md md:p-8 md:bg-surface-container md:dark:bg-dark-container">
+		<div class="md:w-[40rem] rounded-md md:p-8 md:-translate-y-6
 			md:bg-surface-container md:dark:bg-dark-surface-container">
 			<p class="mb-2">
 				<a href="/">
 					<LeftArrow class="inline -translate-y-[0.1rem] scale-90" aria-hidden="true"/>
 					首页
 				</a>
 			</p>
 			<h1 class="text-5xl leading-[4rem] font-extralight">欢迎</h1>
-			<p class="mt-2.5 md:mt-4">
+			<p class="mt-2 md:mt-3">
 				欢迎来到中 V 档案馆。<br/>
 				这里是中文虚拟歌手相关信息的收集站与档案馆。
 			</p>
@ -15,16 +26,14 @@ import RightArrow from "@components/icon/RightArrow.astro";
 				注册一个账号，<br/>
 				让我们一起见证中 V 的历史，现在，与未来。
 			</p>
-			<p class="mt-4">
+			<p class="mt-4 mb-7">
 				已有账户？
 				<a href="/login">
 					<span>登录</span>
-					<RightArrow class="inline -translate-y-0.5" aria-hidden="true"/>
+					<RightArrow class="text-xs inline -translate-y-0.5" aria-hidden="true"/>
 				</a>
 			</p>
-			<p class="mt-4 leading-8 font-medium">很抱歉，但您现在无法注册。</p>
+			<RegisterForm backendURL={backendURL} client:load />
 			<p class="text-sm text-on-surface-variant dark:text-dark-on-surface-variant">因为目前还没有写好啦~</p>
 			<p class="mt-4"><a href="/">返回首页</a></p>
 		</div>
 	</main>
 </Layout>
--- a/packages/frontend/src/pages/song/[id]/info.astro
+++ b/packages/frontend/src/pages/song/[id]/info.astro
@ -9,22 +9,6 @@ import { getAidFromBV } from "src/db/bilibili_metadata/getAidFromBV";
 import { getVideoMetadata } from "src/db/bilibili_metadata/getVideoMetadata";
 import { aidExists as idExists } from "src/db/bilibili_metadata/aidExists";
 const databaseHost = import.meta.env.DB_HOST;
 const databaseName = import.meta.env.DB_NAME;
 const databaseUser = import.meta.env.DB_USER;
 const databasePassword = import.meta.env.DB_PASSWORD;
 const databasePort = import.meta.env.DB_PORT;
 const postgresConfig = {
    hostname: databaseHost,
    port: parseInt(databasePort!),
    database: databaseName,
    user: databaseUser,
    password: databasePassword,
 };
 console.log(postgresConfig);
 const { id } = Astro.params;
 async function getVideoAid(id: string) {
@ -52,18 +36,6 @@ if (!aidExists) {
 }
 const videoInfo = await getVideoMetadata(aid);
 const snapshots = await getAllSnapshots(aid);
 interface Snapshot {
    created_at: Date;
    views: number;
    danmakus: number;
    replies: number;
    coins: number;
    likes: number;
    favorites: number;
    shares: number;
    id: number;
 }
 ---
 <Layout>
@ -79,9 +51,9 @@ interface Snapshot {
                <div class="overflow-x-auto max-w-full px-2">
                    <table class="table-fixed">
                        <tbody>
-                            <MetadataRow title={id} description={videoInfo?.id} />
+                            <MetadataRow title="ID" description={videoInfo?.id} />
-                            <MetadataRow title={videoInfo?.aid} description={videoInfo?.aid} />
+                            <MetadataRow title="av 号" description={videoInfo?.aid} />
-                            <MetadataRow title={videoInfo?.bvid} description={videoInfo?.bvid} />
+                            <MetadataRow title="BV 号" description={videoInfo?.bvid} />
                            <MetadataRow title="标题" description={videoInfo?.title} />
                            <MetadataRow title="描述" description={videoInfo?.description} />
                            <MetadataRow title="UID" description={videoInfo?.uid} />
@ -124,7 +96,7 @@ interface Snapshot {
                                    </tr>
                                </thead>
                                <tbody>
-                                    {snapshots.map((snapshot: Snapshot) => (
+                                    {snapshots.map((snapshot) => (
                                        <tr>
                                            <td class="border dark:border-zinc-500 px-4 py-2">
                                                {format(new Date(snapshot.created_at), "yyyy-MM-dd HH:mm:ss", {
--- a/packages/frontend/src/pages/video/[id]/info.astro
+++ b/packages/frontend/src/pages/video/[id]/info.astro
@ -0,0 +1,62 @@
 ---
 import Layout from "@layouts/Layout.astro";
 import TitleBar from "@components/TitleBar.astro";
 import { format } from "date-fns";
 import StatRow from "@components/VideoInfoPage/StatRow.astro";
 const { id } = Astro.params;
 if (!id) {
 	Astro.response.status = 404;
 	return new Response(null, { status: 404 });
 }
 const backendURL = import.meta.env.BACKEND_URL;
 const res = await fetch(backendURL + `video/${id}/info`);
 const data = await res.json();
 ---
 <Layout title={`${data.title ?? data.bvid} - 视频信息`}>
 	<TitleBar />
 	<main class="flex flex-col items-center min-h-screen gap-8 mt-10 md:mt-6 relative z-0 overflow-x-auto pb-8">
 		<div class="w-full lg:max-w-4xl lg:mx-auto lg:p-6 px-4">
 			<h2 class="text-lg md:text-2xl mb-2">
                <a href={`https://www.bilibili.com/video/${data.bvid}`}>{data.title}</a>
            </h2>
 			<p
 				class="text-sm md:text-base font-normal text-on-surface-variant
                dark:text-dark-on-surface-variant mb-4"
 			>
 				<span>{data.bvid} · av{data.aid}</span><br />
 				<span>
 					发布于
 					{format(new Date(data.pubdate * 1000), "yyyy-MM-dd HH:mm:ss")}
 				</span><br />
 				<span>播放：{(data.stat?.view ?? 0).toLocaleString()}</span> ·
 				<span>弹幕：{(data.stat?.danmaku ?? 0).toLocaleString()}</span>
                <br/>
                <span>分区: {data.tname}, tid{data.tid} · v2: {data.tname_v2}, tid{data.tid_v2}</span>
 			</p>
 			<img src={data.pic} referrerpolicy="no-referrer" class="rounded-lg" />
 			<h3 class="font-medium text-lg mt-6 mb-1">简介</h3>
 			<pre
 				class="max-w-full wrap-anywhere break-all text-on-surface-variant
                text-sm md:text-base whitespace-pre-wrap dark:text-dark-on-surface-variant
                font-zh">{data.desc}</pre>
 			<div class="mb-6 mt-4">
 				<h2 class="mb-2 text-xl font-medium">统计数据</h2>
 				<div class="flex flex-col gap-1">
 					<StatRow title="播放" description={data.stat?.view} />
 					<StatRow title="点赞" description={data.stat?.like} />
 					<StatRow title="收藏" description={data.stat?.favorite} />
 					<StatRow title="硬币" description={data.stat?.coin} />
 					<StatRow title="评论" description={data.stat?.reply} />
 					<StatRow title="弹幕" description={data.stat?.danmaku} />
 					<StatRow title="分享" description={data.stat?.share} />
 				</div>
 			</div>
 		</div>
 	</main>
 </Layout>
--- a/packages/frontend/src/styles/content.css
+++ b/packages/frontend/src/styles/content.css
@ -1,14 +1,6 @@
@import "tailwindcss";
 .content {
 	@apply text-gray-800 dark:text-zinc-100;
 	h1,
 	h2,
 	h3,
 	h4 {
 		@apply font-medium text-gray-900 dark:text-white my-4;
 	}
 	h1 {
 		@apply text-3xl;
@ -30,10 +22,6 @@
 		@apply my-4;
 	}
 	a {
 		@apply text-slate-800 dark:text-sky-300 hover:underline;
 	}
 	ul {
 		@apply list-disc list-inside my-4;
 	}
@ -46,27 +34,6 @@
 		@apply my-2;
 	}
 	blockquote {
 		@apply border-l-4 border-gray-300 pl-4 italic my-4;
 	}
 	code {
 		@apply bg-gray-100 text-gray-800 rounded px-1 duration-300;
 	}
 	pre {
 		@apply bg-gray-100 p-4 rounded overflow-x-auto my-4 duration-300 h-0;
 	}
 	table {
 		@apply w-full border-collapse my-4;
 	}
 	th,
 	td {
 		@apply border border-gray-300 p-2;
 	}
 	th {
 		@apply bg-gray-200 font-medium;
 	}
--- a/packages/frontend/src/styles/global.css
+++ b/packages/frontend/src/styles/global.css
@ -102,6 +102,8 @@
    --color-dark-surface-container-low: rgb(35 25 24);
    --color-surface-container-highest: rgb(241 223 220);
    --color-dark-surface-container-highest: rgb(61 50 48);
    --font-zh: "InterVariable", "MiSans VF", sans-serif;
 }
 a {
--- a/packages/frontend/tsconfig.json
+++ b/packages/frontend/tsconfig.json
@ -7,10 +7,10 @@
 		"paths": {
 			"@components/*": ["src/components/*"],
 			"@layouts/*": ["src/layouts/*"],
-			"@utils/*": ["src/utils/*"],
+			"@lib/*": ["src/lib/*"],
 			"@assets/*": ["src/assets/*"],
 			"@styles": ["src/styles/*"],
-			"@core/*": ["../core/*"]
+			"@core/*": ["../core/*"],
 		},
 		"verbatimModuleSyntax": true
 	}
--- a/packages/next/.gitignore
+++ b/packages/next/.gitignore
@ -0,0 +1,44 @@
 # See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
 # dependencies
 /node_modules
 /.pnp
 .pnp.*
 .yarn/*
 !.yarn/patches
 !.yarn/plugins
 !.yarn/releases
 !.yarn/versions
 # testing
 /coverage
 # next.js
 /.next/
 /out/
 # production
 /build
 # misc
 .DS_Store
 *.pem
 # debug
 npm-debug.log*
 yarn-debug.log*
 yarn-error.log*
 .pnpm-debug.log*
 # env files (can opt-in for committing if needed)
 .env*
 # vercel
 .vercel
 # typescript
 *.tsbuildinfo
 next-env.d.ts
 # fumadocs
 .source
--- a/packages/next/.source/index.ts
+++ b/packages/next/.source/index.ts
@ -0,0 +1,3 @@
 // @ts-nocheck -- skip type checking
 import { _runtime } from "fumadocs-mdx"
 import * as _source from "../source.config"
--- a/packages/next/.source/source.config.mjs
+++ b/packages/next/.source/source.config.mjs
@ -0,0 +1,8 @@
 // source.config.ts
 import { defineConfig } from "fumadocs-mdx/config";
 var source_config_default = defineConfig({
  mdxOptions: {}
 });
 export {
  source_config_default as default
 };
--- a/packages/next/app/[locale]/LICENSE/content.css
+++ b/packages/next/app/[locale]/LICENSE/content.css
@ -0,0 +1,3 @@
 p {
 	word-break: break-all;
 }
--- a/packages/next/app/[locale]/LICENSE/page.tsx
+++ b/packages/next/app/[locale]/LICENSE/page.tsx
@ -0,0 +1,17 @@
 import HeaderServer from "@/components/shell/HeaderServer";
 import tpLicense from "@/content/THIRD-PARTY-LICENSES.txt";
 import projectLicense from "@/content/LICENSE.txt";
 export default function LicensePage() {
 	return (
 		<>
 			<HeaderServer />
 			<main className="lg:max-w-4xl lg:mx-auto">
 				<p className="leading-10">中 V 档案馆的软件在 AGPL 3.0 下许可，请见：</p>
 				<pre className="break-all whitespace-pre-wrap">{projectLicense}</pre>
 				<p className="leading-10">本项目引入的其它项目项目的许可详情如下：</p>
 				<pre className="break-all whitespace-pre-wrap">{tpLicense}</pre>
 			</main>
 		</>
 	);
 }
--- a/packages/next/app/[locale]/about/AboutContent.tsx
+++ b/packages/next/app/[locale]/about/AboutContent.tsx
@ -0,0 +1,8 @@
 "use client";
 import About from "@/content/about.mdx";
 import "./content.css";
 export default function AboutContent() {
 	return <About />;
 }
--- a/packages/next/app/[locale]/about/content.css
+++ b/packages/next/app/[locale]/about/content.css
@ -0,0 +1,43 @@
@import "tailwindcss";
 .content {
 	h1 {
 		@apply text-3xl;
 	}
 	h2 {
 		@apply text-2xl;
 	}
 	h3 {
 		@apply text-xl;
 	}
 	h4 {
 		@apply text-lg;
 	}
 	p {
 		@apply my-4;
 	}
 	ul {
 		@apply list-disc list-inside my-4;
 	}
 	ol {
 		@apply list-decimal list-inside my-4;
 	}
 	li {
 		@apply my-2;
 	}
 	th {
 		@apply bg-gray-200 font-medium;
 	}
 	ul li p,
 	ol li p {
 		@apply inline;
 	}
 }
--- a/packages/next/app/[locale]/about/page.tsx
+++ b/packages/next/app/[locale]/about/page.tsx
@ -0,0 +1,17 @@
 import { Header } from "@/components/shell/Header";
 import { getCurrentUser } from "@/lib/userAuth";
 import AboutContent from "./AboutContent";
 export default async function AboutPage() {
 	const user = await getCurrentUser();
 	return (
 		<>
 			<Header user={user} />
 			<main className="flex flex-col items-center min-h-screen gap-8 md:mt-12 relative z-0">
 				<div className="w-full lg:w-2/3 xl:w-1/2 content px-8 md:px-12 lg:px-0">
 					<AboutContent />
 				</div>
 			</main>
 		</>
 	);
 }
--- a/packages/next/app/[locale]/fonts/InterFont/Inter-Black.woff2
+++ b/packages/next/app/[locale]/fonts/InterFont/Inter-Black.woff2
--- a/Show More
+++ b/Show More
Author	SHA1	Message	Date
alikia2x	92c3c8eefe	update: dependency version	2025-06-10 15:08:08 +08:00
alikia2x	497ea031d8	fix: missing field in db schema	2025-06-10 15:03:39 +08:00
alikia2x	39ca394a56	fix: several bugs about type	2025-06-10 14:46:28 +08:00
alikia2x	0bd1771f35	improve: date formatting in frontend	2025-06-10 14:38:55 +08:00
alikia2x	328c73c209	fix: 'close' is missing in DialogButtonGroup in ErrorDialog	2025-06-08 18:24:15 +08:00
alikia2x	5ac952ec13	merge: branch 'feat/frontend' into main	2025-06-08 18:09:49 +08:00
alikia2x	2cf5923b28	add: logout in frontend	2025-06-08 18:06:46 +08:00
alikia2x	75973c72ee	add: login, user profile page & license	2025-06-07 19:42:36 +08:00
alikia2x	b40d24721c	add: milestone monitoring for videos close to N million views	2025-06-06 21:37:55 +08:00
alikia2x	0a6ecc6314	add: route for getting videos	2025-06-06 21:03:52 +08:00
alikia2x	b4a0320e3e	version: cvsa/3.15.34	2025-06-06 17:40:32 +08:00
alikia2x	8cf9395354	fix: don't adjust start time for schedule when no proxy is available	2025-06-06 17:11:44 +08:00
alikia2x	1e8d28e194	fix: incorrectly ignored type when collecting videos for archive snapshots	2025-06-06 16:52:27 +08:00
alikia2x (寒寒)	c0340677a1	merge: pull request #8 from ref/next	2025-06-05 22:31:06 +08:00
alikia2x (寒寒)	54a2de0a11	Merge branch 'main' into ref/next	2025-06-05 22:30:19 +08:00
alikia2x	3abd6666c0	add: missing dependency in backend	2025-06-02 05:33:50 +08:00
alikia2x	44e13724fc	fix: missing dependency in backend	2025-06-02 05:17:46 +08:00
alikia2x	dd7e2242a0	add: docker support for nextjs frontend	2025-06-02 05:04:26 +08:00
alikia2x	503a93a09f	update: .tokeignore	2025-06-02 04:06:56 +08:00
alikia2x	507f2c331e	add: several pages, synced with old frontend	2025-06-02 04:04:17 +08:00
alikia2x	a1a4abff46	fix: missing import in @cvsa/core	2025-06-01 21:31:37 +08:00
alikia2x	c6b7736dac	fix: import from the core package in next frontend	2025-06-01 18:48:50 +08:00
alikia2x	fa5ab258da	add: login status detection in frontend	2025-06-01 17:21:09 +08:00
alikia2x	9dd06fa7bc	add: set cookie after signing up	2025-06-01 16:18:01 +08:00
alikia2x	bb7f846305	improve: the structure of the error handling in sign up page	2025-06-01 14:36:55 +08:00
alikia2x	7f9563a2a6	ref: use axios for API requests add: a useCaptcha hook	2025-06-01 01:53:06 +08:00
alikia2x	d0d9c21aba	update: as-nned URL prefix for i18n routing	2025-05-31 21:56:15 +08:00
alikia2x	44bc99dd9d	add: i18n	2025-05-31 21:29:47 +08:00
alikia2x	2c83b79881	update: termination condition to time-based in classifyVideosWorker	2025-05-31 12:23:01 +08:00
alikia2x	1a20d5afe0	update: schedule archive snapshots to next Saturday midnight fix: no expire when acquiring lock for classifyVideos ref: format	2025-05-31 12:13:56 +08:00
alikia2x	ae338f88ee	update: the error dialog	2025-05-31 11:47:45 +08:00
alikia2x	96903dec2b	fix: prevent scrolling of body when model dialog is shown	2025-05-30 03:24:37 +08:00
alikia2x	58b4e2613c	add: button components in dialog	2025-05-28 23:01:43 +08:00
alikia2x	2b0497c83a	fix: incorrect timezone when adding to bilibili metadata	2025-05-27 22:40:53 +08:00
alikia2x	3bc72720d1	fix: remove bull-board from all scripts to prevent crashing	2025-05-27 22:35:44 +08:00
alikia2x	557a013b42	add: some components, fonts	2025-05-27 22:33:28 +08:00
alikia2x	16cfae8bad	fix: unexpectedly set prop variant of TextField to required	2025-05-25 03:15:51 +08:00
alikia2x	cbd46d4030	improve: code style and some subtle changes	2025-05-25 03:15:10 +08:00
alikia2x	6b93a781b7	add: sign up page	2025-05-24 17:13:26 +08:00
alikia2x	fe2fd4fe36	feat: home page with header	2025-05-24 03:08:32 +08:00
alikia2x	dd70543594	init: next for frontend	2025-05-22 03:15:07 +08:00
alikia2x	1ff71ab241	improve: code quality	2025-05-19 00:13:01 +08:00
alikia2x	cf7a285f57	fix: incorrect import for psql.d.ts, remove unnecessary benchmark files	2025-05-19 00:11:53 +08:00
alikia2x	79a37d927a	fix: forget to specify type when collecting videos without active schedules; missing return when eta too long for milestone snapshot	2025-05-19 00:10:33 +08:00
alikia2x	f003e77d52	add: text fields and button in signup page	2025-05-18 20:55:51 +08:00
alikia2x	4addadb035	update: the style in content.css	2025-05-18 15:34:12 +08:00
alikia2x	23917b2976	merge: branch 'feat/backend' into main	2025-05-18 03:53:22 +08:00
alikia2x	44f68993a0	fix: missing env during building in frontend	2025-05-11 16:20:22 +08:00
alikia2x	980dd542ee	add: video info page in frontend	2025-05-11 03:57:26 +08:00
alikia2x	c82a95d0bc	fix: missing aliyun CLI installation process in backend Dockerfile	2025-05-11 02:38:46 +08:00
`@ -1 +1,2 @@`
	`export * from "./register.ts";`	`export * from "./POST.ts";`
		`export * from "./session/[id]/GET.ts";`
		`@ -0,0 +1,3 @@`
							`<div class="absolute bg-surface-container-high dark:bg-dark-surface-container-high z-50">`

							`</div>`