feat(judge): refactor submission pipeline to async processing

2026-05-20 13:18:52 +00:00 · 2026-05-13 15:10:06 +08:00 · 2026-05-13 15:10:06 +08:00 · c4e7a3b6f5
commit c4e7a3b6f5
parent 6d4aef9543
36 changed files with 3272 additions and 545 deletions
--- a/.env.example
+++ b/.env.example
@ -24,6 +24,23 @@ AI_API_KEY="your_ai_api_key"
 AI_BASE_URL="your_ai_base_url_if_custom"
 AI_MODEL="your_ai_model_id"
 # Soketi / Pusher-compatible realtime config
 SOKETI_DEFAULT_APP_ID="judge4c"
 NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY="your_soketi_app_key"
 SOKETI_DEFAULT_APP_SECRET="your_soketi_app_secret"
 SOKETI_HOST="localhost"
 SOKETI_PORT="6001"
 SOKETI_USE_TLS="false"
 NEXT_PUBLIC_SOKETI_HOST="localhost"
 NEXT_PUBLIC_SOKETI_PORT="6001"
 NEXT_PUBLIC_SOKETI_USE_TLS="false"
 # Inngest config
 INNGEST_EVENT_KEY="your_inngest_event_key" # Must be a hexadecimal string: openssl rand -hex 32
 INNGEST_SIGNING_KEY="your_inngest_signing_key" # Must be a hexadecimal string: openssl rand -hex 32
 INNGEST_POSTGRES_URI="postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/inngest"
 INNGEST_REDIS_URI="redis://redis:6379"
 # Docker Remote Access Configuration
 DOCKER_HOST_MODE="remote_or_blank"
 DOCKER_REMOTE_PROTOCOL="http_or_https_or_ssh"
--- a/7
+++ b/7
@ -2,12 +2,11 @@
 # Upgrade to Node.js v20 or higher to resolve the `ReferenceError: File is not defined` issue
 # Reference: https://github.com/vercel/next.js/discussions/56032
-FROM node:22-alpine AS base
+FROM node:22-bookworm-slim AS base
 RUN apt-get update && apt-get install -y --no-install-recommends openssl ca-certificates && rm -rf /var/lib/apt/lists/*
 # Install dependencies only when needed
 FROM base AS deps
 # Check https://github.com/nodejs/docker-node/tree/b4117f9333da4138b03a546ec926ef50a31506c3#nodealpine to understand why libc6-compat might be needed.
 RUN apk add --no-cache libc6-compat
 WORKDIR /app
 # Copy the prisma folder before installing dependencies
@ -48,7 +47,7 @@ FROM base AS runner
 WORKDIR /app
 # Install curl tool to ensure the health check works correctly
-RUN apk add --no-cache curl
+RUN apt-get update && apt-get install -y --no-install-recommends curl && rm -rf /var/lib/apt/lists/*
 ENV NODE_ENV=production
 # Uncomment the following line in case you want to disable telemetry during runtime.
--- a/bun.lock
+++ b/bun.lock
@ -52,6 +52,7 @@
        "flexlayout-react": "^0.7.15",
        "framer-motion": "^12.7.3",
        "github-markdown-css": "^5.8.1",
        "inngest": "3.40.1",
        "input-otp": "^1.4.2",
        "lucide-react": "^0.515.0",
        "monaco-editor": "<=0.36.1",
@ -63,6 +64,8 @@
        "next-themes": "^0.4.6",
        "normalize-url": "^8.0.1",
        "pino": "^9.6.0",
        "pusher": "5.2.0",
        "pusher-js": "8.4.0",
        "react": "^19.0.0",
        "react-day-picker": "^9.7.0",
        "react-dom": "^19.0.0",
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@ -282,8 +287,12 @@
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@ -1022,8 +1223,12 @@
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@ -1038,6 +1243,10 @@
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@ -1434,6 +1665,8 @@
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@ -1498,6 +1731,12 @@
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  }
 }
--- a/compose.cn.yml
+++ b/compose.cn.yml
@ -10,6 +10,12 @@ services:
    depends_on:
      postgres:
        condition: service_healthy
      redis:
        condition: service_healthy
      inngest:
        condition: service_healthy
      soketi:
        condition: service_started
      lsp-c:
        condition: service_healthy
      lsp-cpp:
@ -40,6 +46,18 @@ services:
      - AI_API_KEY=${AI_API_KEY}
      - AI_BASE_URL=${AI_BASE_URL}
      - AI_MODEL=${AI_MODEL}
      - SOKETI_DEFAULT_APP_ID=${SOKETI_DEFAULT_APP_ID}
      - SOKETI_DEFAULT_APP_SECRET=${SOKETI_DEFAULT_APP_SECRET}
      - NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY=${NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY}
      - INNGEST_EVENT_KEY=${INNGEST_EVENT_KEY}
      - INNGEST_SIGNING_KEY=${INNGEST_SIGNING_KEY}
      - INNGEST_DEV=http://inngest:8288
      - SOKETI_HOST=soketi
      - SOKETI_PORT=6001
      - SOKETI_USE_TLS=false
      - NEXT_PUBLIC_SOKETI_HOST=localhost
      - NEXT_PUBLIC_SOKETI_PORT=6001
      - NEXT_PUBLIC_SOKETI_USE_TLS=false
      # Remote Docker configuration (activate only for remote Docker):
      # - DOCKER_HOST_MODE=${DOCKER_HOST_MODE}         # Options: "remote" or leave empty for local
      # - DOCKER_REMOTE_PROTOCOL=${DOCKER_REMOTE_PROTOCOL} # Example: "https" or "http" or "ssh"
@ -90,14 +108,94 @@ services:
      - POSTGRES_DB=${POSTGRES_DB}
    ports:
      - "5432:5432"
    volumes:
      - postgres_data:/var/lib/postgresql/data
      - ./init.sql:/docker-entrypoint-initdb.d/init.sql
    networks:
      - judge4c
    healthcheck:
-      test: [ "CMD-SHELL", "pg_isready -U postgres -d postgres" ]
+      test: [ "CMD-SHELL", "pg_isready -U ${POSTGRES_USER} -d ${POSTGRES_DB}" ]
      interval: 5s
      timeout: 2s
      retries: 20
  redis:
    image: redis:7-alpine
    container_name: redis
    restart: always
    ports:
      - "6379:6379"
    volumes:
      - redis_data:/data
    networks:
      - judge4c
    healthcheck:
      test: [ "CMD", "redis-cli", "ping" ]
      interval: 5s
      timeout: 3s
      retries: 5
  inngest:
    image: inngest/inngest
    container_name: inngest
    restart: always
    command: "inngest start -u http://host.docker.internal:3000/api/inngest"
    ports:
      - "8288:8288"
      - "8289:8289"
    extra_hosts:
      - "host.docker.internal:host-gateway"
    environment:
      - INNGEST_EVENT_KEY=${INNGEST_EVENT_KEY}
      - INNGEST_SIGNING_KEY=${INNGEST_SIGNING_KEY}
      - INNGEST_POSTGRES_URI=${INNGEST_POSTGRES_URI}
      - INNGEST_REDIS_URI=${INNGEST_REDIS_URI}
    depends_on:
      postgres:
        condition: service_healthy
      redis:
        condition: service_healthy
    networks:
      - judge4c
    healthcheck:
      test: [ "CMD", "curl", "-f", "http://localhost:8288/health" ]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
  soketi:
    image: quay.io/soketi/soketi:latest-16-debian
    container_name: soketi
    restart: always
    ports:
      - "6001:6001"
    networks:
      - judge4c
    environment:
      - SOKETI_DEBUG=1
      - SOKETI_DEFAULT_APP_ID=${SOKETI_DEFAULT_APP_ID}
      - SOKETI_DEFAULT_APP_KEY=${NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY}
      - SOKETI_DEFAULT_APP_SECRET=${SOKETI_DEFAULT_APP_SECRET}
      - SOKETI_ADAPTER_DRIVER=redis
      - SOKETI_ADAPTER_REDIS_HOST=redis
      - SOKETI_ADAPTER_REDIS_PORT=6379
      - SOKETI_DB_REDIS_HOST=redis
      - SOKETI_DB_REDIS_PORT=6379
    depends_on:
      redis:
        condition: service_healthy
    healthcheck:
      test: [ "CMD", "node", "-e", "require('http').get('http://localhost:6001/ready', (res) => process.exit(res.statusCode === 200 ? 0 : 1)).on('error', () => process.exit(1))" ]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
 networks:
  judge4c:
    name: judge4c
 volumes:
  postgres_data:
  redis_data:
--- a/compose.local.cn.yml
+++ b/compose.local.cn.yml
@ -13,6 +13,12 @@ services:
    depends_on:
      postgres:
        condition: service_healthy
      redis:
        condition: service_healthy
      inngest:
        condition: service_healthy
      soketi:
        condition: service_started
      lsp-c:
        condition: service_healthy
      lsp-cpp:
@ -43,6 +49,18 @@ services:
      - AI_API_KEY=${AI_API_KEY}
      - AI_BASE_URL=${AI_BASE_URL}
      - AI_MODEL=${AI_MODEL}
      - SOKETI_DEFAULT_APP_ID=${SOKETI_DEFAULT_APP_ID}
      - SOKETI_DEFAULT_APP_SECRET=${SOKETI_DEFAULT_APP_SECRET}
      - NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY=${NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY}
      - INNGEST_EVENT_KEY=${INNGEST_EVENT_KEY}
      - INNGEST_SIGNING_KEY=${INNGEST_SIGNING_KEY}
      - INNGEST_DEV=http://inngest:8288
      - SOKETI_HOST=soketi
      - SOKETI_PORT=6001
      - SOKETI_USE_TLS=false
      - NEXT_PUBLIC_SOKETI_HOST=localhost
      - NEXT_PUBLIC_SOKETI_PORT=6001
      - NEXT_PUBLIC_SOKETI_USE_TLS=false
      # Remote Docker configuration (activate only for remote Docker):
      # - DOCKER_HOST_MODE=${DOCKER_HOST_MODE}         # Options: "remote" or leave empty for local
      # - DOCKER_REMOTE_PROTOCOL=${DOCKER_REMOTE_PROTOCOL} # Example: "https" or "http" or "ssh"
@ -99,14 +117,94 @@ services:
      - POSTGRES_DB=${POSTGRES_DB}
    ports:
      - "5432:5432"
    volumes:
      - postgres_data:/var/lib/postgresql/data
      - ./init.sql:/docker-entrypoint-initdb.d/init.sql
    networks:
      - judge4c
    healthcheck:
-      test: [ "CMD-SHELL", "pg_isready -U postgres -d postgres" ]
+      test: [ "CMD-SHELL", "pg_isready -U ${POSTGRES_USER} -d ${POSTGRES_DB}" ]
      interval: 5s
      timeout: 2s
      retries: 20
  redis:
    image: redis:7-alpine
    container_name: redis
    restart: always
    ports:
      - "6379:6379"
    volumes:
      - redis_data:/data
    networks:
      - judge4c
    healthcheck:
      test: [ "CMD", "redis-cli", "ping" ]
      interval: 5s
      timeout: 3s
      retries: 5
  inngest:
    image: inngest/inngest
    container_name: inngest
    restart: always
    command: "inngest start -u http://host.docker.internal:3000/api/inngest"
    ports:
      - "8288:8288"
      - "8289:8289"
    extra_hosts:
      - "host.docker.internal:host-gateway"
    environment:
      - INNGEST_EVENT_KEY=${INNGEST_EVENT_KEY}
      - INNGEST_SIGNING_KEY=${INNGEST_SIGNING_KEY}
      - INNGEST_POSTGRES_URI=${INNGEST_POSTGRES_URI}
      - INNGEST_REDIS_URI=${INNGEST_REDIS_URI}
    depends_on:
      postgres:
        condition: service_healthy
      redis:
        condition: service_healthy
    networks:
      - judge4c
    healthcheck:
      test: [ "CMD", "curl", "-f", "http://localhost:8288/health" ]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
  soketi:
    image: quay.io/soketi/soketi:latest-16-debian
    container_name: soketi
    restart: always
    ports:
      - "6001:6001"
    networks:
      - judge4c
    environment:
      - SOKETI_DEBUG=1
      - SOKETI_DEFAULT_APP_ID=${SOKETI_DEFAULT_APP_ID}
      - SOKETI_DEFAULT_APP_KEY=${NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY}
      - SOKETI_DEFAULT_APP_SECRET=${SOKETI_DEFAULT_APP_SECRET}
      - SOKETI_ADAPTER_DRIVER=redis
      - SOKETI_ADAPTER_REDIS_HOST=redis
      - SOKETI_ADAPTER_REDIS_PORT=6379
      - SOKETI_DB_REDIS_HOST=redis
      - SOKETI_DB_REDIS_PORT=6379
    depends_on:
      redis:
        condition: service_healthy
    healthcheck:
      test: [ "CMD", "node", "-e", "require('http').get('http://localhost:6001/ready', (res) => process.exit(res.statusCode === 200 ? 0 : 1)).on('error', () => process.exit(1))" ]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
 networks:
  judge4c:
    name: judge4c
 volumes:
  postgres_data:
  redis_data:
--- a/compose.local.yml
+++ b/compose.local.yml
@ -13,6 +13,12 @@ services:
    depends_on:
      postgres:
        condition: service_healthy
      redis:
        condition: service_healthy
      inngest:
        condition: service_healthy
      soketi:
        condition: service_started
      lsp-c:
        condition: service_healthy
      lsp-cpp:
@ -43,6 +49,18 @@ services:
      - AI_API_KEY=${AI_API_KEY}
      - AI_BASE_URL=${AI_BASE_URL}
      - AI_MODEL=${AI_MODEL}
      - SOKETI_DEFAULT_APP_ID=${SOKETI_DEFAULT_APP_ID}
      - SOKETI_DEFAULT_APP_SECRET=${SOKETI_DEFAULT_APP_SECRET}
      - NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY=${NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY}
      - INNGEST_EVENT_KEY=${INNGEST_EVENT_KEY}
      - INNGEST_SIGNING_KEY=${INNGEST_SIGNING_KEY}
      - INNGEST_DEV=http://inngest:8288
      - SOKETI_HOST=soketi
      - SOKETI_PORT=6001
      - SOKETI_USE_TLS=false
      - NEXT_PUBLIC_SOKETI_HOST=localhost
      - NEXT_PUBLIC_SOKETI_PORT=6001
      - NEXT_PUBLIC_SOKETI_USE_TLS=false
      # Remote Docker configuration (activate only for remote Docker):
      # - DOCKER_HOST_MODE=${DOCKER_HOST_MODE}         # Options: "remote" or leave empty for local
      # - DOCKER_REMOTE_PROTOCOL=${DOCKER_REMOTE_PROTOCOL} # Example: "https" or "http" or "ssh"
@ -99,14 +117,94 @@ services:
      - POSTGRES_DB=${POSTGRES_DB}
    ports:
      - "5432:5432"
    volumes:
      - postgres_data:/var/lib/postgresql/data
      - ./init.sql:/docker-entrypoint-initdb.d/init.sql
    networks:
      - judge4c
    healthcheck:
-      test: [ "CMD-SHELL", "pg_isready -U postgres -d postgres" ]
+      test: [ "CMD-SHELL", "pg_isready -U ${POSTGRES_USER} -d ${POSTGRES_DB}" ]
      interval: 5s
      timeout: 2s
      retries: 20
  redis:
    image: redis:7-alpine
    container_name: redis
    restart: always
    ports:
      - "6379:6379"
    volumes:
      - redis_data:/data
    networks:
      - judge4c
    healthcheck:
      test: [ "CMD", "redis-cli", "ping" ]
      interval: 5s
      timeout: 3s
      retries: 5
  inngest:
    image: inngest/inngest
    container_name: inngest
    restart: always
    command: "inngest start -u http://host.docker.internal:3000/api/inngest"
    ports:
      - "8288:8288"
      - "8289:8289"
    extra_hosts:
      - "host.docker.internal:host-gateway"
    environment:
      - INNGEST_EVENT_KEY=${INNGEST_EVENT_KEY}
      - INNGEST_SIGNING_KEY=${INNGEST_SIGNING_KEY}
      - INNGEST_POSTGRES_URI=${INNGEST_POSTGRES_URI}
      - INNGEST_REDIS_URI=${INNGEST_REDIS_URI}
    depends_on:
      postgres:
        condition: service_healthy
      redis:
        condition: service_healthy
    networks:
      - judge4c
    healthcheck:
      test: [ "CMD", "curl", "-f", "http://localhost:8288/health" ]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
  soketi:
    image: quay.io/soketi/soketi:latest-16-debian
    container_name: soketi
    restart: always
    ports:
      - "6001:6001"
    networks:
      - judge4c
    environment:
      - SOKETI_DEBUG=1
      - SOKETI_DEFAULT_APP_ID=${SOKETI_DEFAULT_APP_ID}
      - SOKETI_DEFAULT_APP_KEY=${NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY}
      - SOKETI_DEFAULT_APP_SECRET=${SOKETI_DEFAULT_APP_SECRET}
      - SOKETI_ADAPTER_DRIVER=redis
      - SOKETI_ADAPTER_REDIS_HOST=redis
      - SOKETI_ADAPTER_REDIS_PORT=6379
      - SOKETI_DB_REDIS_HOST=redis
      - SOKETI_DB_REDIS_PORT=6379
    depends_on:
      redis:
        condition: service_healthy
    healthcheck:
      test: [ "CMD", "node", "-e", "require('http').get('http://localhost:6001/ready', (res) => process.exit(res.statusCode === 200 ? 0 : 1)).on('error', () => process.exit(1))" ]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
 networks:
  judge4c:
    name: judge4c
 volumes:
  postgres_data:
  redis_data:
--- a/compose.yml
+++ b/compose.yml
@ -10,6 +10,12 @@ services:
    depends_on:
      postgres:
        condition: service_healthy
      redis:
        condition: service_healthy
      inngest:
        condition: service_healthy
      soketi:
        condition: service_started
      lsp-c:
        condition: service_healthy
      lsp-cpp:
@ -40,6 +46,18 @@ services:
      - AI_API_KEY=${AI_API_KEY}
      - AI_BASE_URL=${AI_BASE_URL}
      - AI_MODEL=${AI_MODEL}
      - SOKETI_DEFAULT_APP_ID=${SOKETI_DEFAULT_APP_ID}
      - SOKETI_DEFAULT_APP_SECRET=${SOKETI_DEFAULT_APP_SECRET}
      - NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY=${NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY}
      - INNGEST_EVENT_KEY=${INNGEST_EVENT_KEY}
      - INNGEST_SIGNING_KEY=${INNGEST_SIGNING_KEY}
      - INNGEST_DEV=http://inngest:8288
      - SOKETI_HOST=soketi
      - SOKETI_PORT=6001
      - SOKETI_USE_TLS=false
      - NEXT_PUBLIC_SOKETI_HOST=localhost
      - NEXT_PUBLIC_SOKETI_PORT=6001
      - NEXT_PUBLIC_SOKETI_USE_TLS=false
      # Remote Docker configuration (activate only for remote Docker):
      # - DOCKER_HOST_MODE=${DOCKER_HOST_MODE}         # Options: "remote" or leave empty for local
      # - DOCKER_REMOTE_PROTOCOL=${DOCKER_REMOTE_PROTOCOL} # Example: "https" or "http" or "ssh"
@ -90,14 +108,94 @@ services:
      - POSTGRES_DB=${POSTGRES_DB}
    ports:
      - "5432:5432"
    volumes:
      - postgres_data:/var/lib/postgresql/data
      - ./init.sql:/docker-entrypoint-initdb.d/init.sql
    networks:
      - judge4c
    healthcheck:
-      test: [ "CMD-SHELL", "pg_isready -U postgres -d postgres" ]
+      test: [ "CMD-SHELL", "pg_isready -U ${POSTGRES_USER} -d ${POSTGRES_DB}" ]
      interval: 5s
      timeout: 2s
      retries: 20
  redis:
    image: redis:7-alpine
    container_name: redis
    restart: always
    ports:
      - "6379:6379"
    volumes:
      - redis_data:/data
    networks:
      - judge4c
    healthcheck:
      test: [ "CMD", "redis-cli", "ping" ]
      interval: 5s
      timeout: 3s
      retries: 5
  inngest:
    image: inngest/inngest
    container_name: inngest
    restart: always
    command: "inngest start -u http://host.docker.internal:3000/api/inngest"
    ports:
      - "8288:8288"
      - "8289:8289"
    extra_hosts:
      - "host.docker.internal:host-gateway"
    environment:
      - INNGEST_EVENT_KEY=${INNGEST_EVENT_KEY}
      - INNGEST_SIGNING_KEY=${INNGEST_SIGNING_KEY}
      - INNGEST_POSTGRES_URI=${INNGEST_POSTGRES_URI}
      - INNGEST_REDIS_URI=${INNGEST_REDIS_URI}
    depends_on:
      postgres:
        condition: service_healthy
      redis:
        condition: service_healthy
    networks:
      - judge4c
    healthcheck:
      test: [ "CMD", "curl", "-f", "http://localhost:8288/health" ]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
  soketi:
    image: quay.io/soketi/soketi:latest-16-debian
    container_name: soketi
    restart: always
    ports:
      - "6001:6001"
    networks:
      - judge4c
    environment:
      - SOKETI_DEBUG=1
      - SOKETI_DEFAULT_APP_ID=${SOKETI_DEFAULT_APP_ID}
      - SOKETI_DEFAULT_APP_KEY=${NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY}
      - SOKETI_DEFAULT_APP_SECRET=${SOKETI_DEFAULT_APP_SECRET}
      - SOKETI_ADAPTER_DRIVER=redis
      - SOKETI_ADAPTER_REDIS_HOST=redis
      - SOKETI_ADAPTER_REDIS_PORT=6379
      - SOKETI_DB_REDIS_HOST=redis
      - SOKETI_DB_REDIS_PORT=6379
    depends_on:
      redis:
        condition: service_healthy
    healthcheck:
      test: [ "CMD", "node", "-e", "require('http').get('http://localhost:6001/ready', (res) => process.exit(res.statusCode === 200 ? 0 : 1)).on('error', () => process.exit(1))" ]
      interval: 30s
      timeout: 10s
      retries: 3
      start_period: 40s
 networks:
  judge4c:
    name: judge4c
 volumes:
  postgres_data:
  redis_data:
--- a/init.sql
+++ b/init.sql
@ -0,0 +1 @@
 CREATE DATABASE inngest;
--- a/messages/en.json
+++ b/messages/en.json
@ -144,6 +144,29 @@
    "WA": "Wrong Answer",
    "SE": "System Error"
  },
  "AnalysisCard": {
    "Title": "Code Analysis",
    "CompletedDescription": "Detailed evaluation of your code submission",
    "PreparingDescription": "Preparing your detailed evaluation",
    "Analyzing": "Analyzing your code...",
    "Processing": "Processing your submission",
    "ProcessingHint": "This may take a few moments...",
    "FailedTitle": "Analysis Failed",
    "FailedDescription": "We couldn't analyze your code. Please try again later.",
    "UpdateFailed": "Analysis Update Failed",
    "UpdateFailedDescription": "Failed to fetch analysis data.",
    "OverallScore": "Overall Score",
    "Feedback": "Feedback",
    "Score": "Score",
    "NotAvailable": "N/A",
    "Kinds": {
      "Overall": "overall",
      "Style": "style",
      "Readability": "readability",
      "Efficiency": "efficiency",
      "Correctness": "correctness"
    }
  },
  "SubmissionsTable": {
    "Index": "Index",
    "Status": "Status",
--- a/messages/zh.json
+++ b/messages/zh.json
@ -144,6 +144,29 @@
    "WA": "解答错误",
    "SE": "系统错误"
  },
  "AnalysisCard": {
    "Title": "代码分析",
    "CompletedDescription": "你的代码提交详细评估",
    "PreparingDescription": "正在准备详细评估结果",
    "Analyzing": "正在分析你的代码...",
    "Processing": "正在处理本次提交",
    "ProcessingHint": "可能需要几秒钟，请稍候...",
    "FailedTitle": "分析失败",
    "FailedDescription": "暂时无法完成代码分析，请稍后重试。",
    "UpdateFailed": "分析状态更新失败",
    "UpdateFailedDescription": "获取分析数据失败。",
    "OverallScore": "综合评分",
    "Feedback": "反馈建议",
    "Score": "分数",
    "NotAvailable": "暂无",
    "Kinds": {
      "Overall": "综合",
      "Style": "风格",
      "Readability": "可读性",
      "Efficiency": "效率",
      "Correctness": "正确性"
    }
  },
  "SubmissionsTable": {
    "Index": "序号",
    "Status": "状态",
--- a/package.json
+++ b/package.json
@ -61,6 +61,7 @@
    "flexlayout-react": "^0.7.15",
    "framer-motion": "^12.7.3",
    "github-markdown-css": "^5.8.1",
    "inngest": "3.40.1",
    "input-otp": "^1.4.2",
    "lucide-react": "^0.515.0",
    "monaco-editor": "<=0.36.1",
@ -72,6 +73,8 @@
    "next-themes": "^0.4.6",
    "normalize-url": "^8.0.1",
    "pino": "^9.6.0",
    "pusher": "5.2.0",
    "pusher-js": "8.4.0",
    "react": "^19.0.0",
    "react-day-picker": "^9.7.0",
    "react-dom": "^19.0.0",
--- a/prisma/migrations/20260513070830_refactor_judge/migration.sql
+++ b/prisma/migrations/20260513070830_refactor_judge/migration.sql
@ -0,0 +1,69 @@
 /*
  Warnings:
  - You are about to drop the `TestcaseResult` table. If the table is not empty, all the data it contains will be lost.
 */
 -- CreateEnum
 CREATE TYPE "JudgeStatus" AS ENUM ('COMPILING', 'COMPILATION_ERROR', 'RUNNING', 'ACCEPTED', 'WRONG_ANSWER', 'TIME_LIMIT_EXCEEDED', 'MEMORY_LIMIT_EXCEEDED', 'RUNTIME_ERROR', 'OUTPUT_LIMIT_EXCEEDED', 'SYSTEM_ERROR');
 -- CreateEnum
 CREATE TYPE "JudgeRunStatus" AS ENUM ('ACCEPTED', 'WRONG_ANSWER', 'TIME_LIMIT_EXCEEDED', 'MEMORY_LIMIT_EXCEEDED', 'RUNTIME_ERROR', 'OUTPUT_LIMIT_EXCEEDED', 'SYSTEM_ERROR');
 -- DropForeignKey
 ALTER TABLE "TestcaseResult" DROP CONSTRAINT "TestcaseResult_submissionId_fkey";
 -- DropForeignKey
 ALTER TABLE "TestcaseResult" DROP CONSTRAINT "TestcaseResult_testcaseId_fkey";
 -- DropTable
 DROP TABLE "TestcaseResult";
 -- CreateTable
 CREATE TABLE "Judge" (
    "id" TEXT NOT NULL,
    "submissionId" TEXT NOT NULL,
    "status" "JudgeStatus" NOT NULL,
    "startTime" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
    "endTime" TIMESTAMP(3),
    "compileOutput" TEXT,
    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
    "updatedAt" TIMESTAMP(3) NOT NULL,
    CONSTRAINT "Judge_pkey" PRIMARY KEY ("id")
 );
 -- CreateTable
 CREATE TABLE "JudgeRun" (
    "id" TEXT NOT NULL,
    "judgeId" TEXT NOT NULL,
    "testcaseId" TEXT NOT NULL,
    "status" "JudgeRunStatus" NOT NULL,
    "timeUsage" INTEGER,
    "memoryUsage" INTEGER,
    "stdin" TEXT,
    "stdout" TEXT,
    "stderr" TEXT,
    "createdAt" TIMESTAMP(3) NOT NULL DEFAULT CURRENT_TIMESTAMP,
    "updatedAt" TIMESTAMP(3) NOT NULL,
    CONSTRAINT "JudgeRun_pkey" PRIMARY KEY ("id")
 );
 -- CreateIndex
 CREATE UNIQUE INDEX "Judge_submissionId_key" ON "Judge"("submissionId");
 -- CreateIndex
 CREATE INDEX "JudgeRun_judgeId_idx" ON "JudgeRun"("judgeId");
 -- CreateIndex
 CREATE INDEX "JudgeRun_testcaseId_idx" ON "JudgeRun"("testcaseId");
 -- AddForeignKey
 ALTER TABLE "Judge" ADD CONSTRAINT "Judge_submissionId_fkey" FOREIGN KEY ("submissionId") REFERENCES "Submission"("id") ON DELETE CASCADE ON UPDATE CASCADE;
 -- AddForeignKey
 ALTER TABLE "JudgeRun" ADD CONSTRAINT "JudgeRun_judgeId_fkey" FOREIGN KEY ("judgeId") REFERENCES "Judge"("id") ON DELETE CASCADE ON UPDATE CASCADE;
 -- AddForeignKey
 ALTER TABLE "JudgeRun" ADD CONSTRAINT "JudgeRun_testcaseId_fkey" FOREIGN KEY ("testcaseId") REFERENCES "Testcase"("id") ON DELETE CASCADE ON UPDATE CASCADE;
--- a/prisma/schema.prisma
+++ b/prisma/schema.prisma
@ -50,6 +50,29 @@ enum Status {
  SE // System Error
 }
 enum JudgeStatus {
  COMPILING
  COMPILATION_ERROR
  RUNNING
  ACCEPTED
  WRONG_ANSWER
  TIME_LIMIT_EXCEEDED
  MEMORY_LIMIT_EXCEEDED
  RUNTIME_ERROR
  OUTPUT_LIMIT_EXCEEDED
  SYSTEM_ERROR
 }
 enum JudgeRunStatus {
  ACCEPTED
  WRONG_ANSWER
  TIME_LIMIT_EXCEEDED
  MEMORY_LIMIT_EXCEEDED
  RUNTIME_ERROR
  OUTPUT_LIMIT_EXCEEDED
  SYSTEM_ERROR
 }
 enum ProblemContentType {
  TITLE
  DESCRIPTION
@ -138,7 +161,7 @@ model Submission {
  timeUsage   Int?
  memoryUsage Int?
-  testcaseResults TestcaseResult[]
+  judge        Judge?
  codeAnalysis CodeAnalysis?
  userId    String
@ -158,6 +181,42 @@ model Submission {
  @@index([createdAt])
 }
 model Judge {
  id            String      @id @default(cuid())
  submissionId  String      @unique
  status        JudgeStatus
  startTime     DateTime    @default(now())
  endTime       DateTime?
  compileOutput String?
  submission Submission @relation(fields: [submissionId], references: [id], onDelete: Cascade)
  judgeRuns   JudgeRun[]
  createdAt DateTime @default(now())
  updatedAt DateTime @updatedAt
 }
 model JudgeRun {
  id          String        @id @default(cuid())
  judgeId     String
  testcaseId  String
  status      JudgeRunStatus
  timeUsage   Int?
  memoryUsage Int?
  stdin       String?
  stdout      String?
  stderr      String?
  judge    Judge    @relation(fields: [judgeId], references: [id], onDelete: Cascade)
  testcase Testcase @relation(fields: [testcaseId], references: [id], onDelete: Cascade)
  createdAt DateTime @default(now())
  updatedAt DateTime @updatedAt
  @@index([judgeId])
  @@index([testcaseId])
 }
 model Course {
  id          String  @id @default(cuid())
  title       String
@ -263,7 +322,7 @@ model Testcase {
  expectedOutput String
  inputs    TestcaseInput[]
-  testcaseResults TestcaseResult[]
+  judgeRuns JudgeRun[]
  problemId String
@ -284,23 +343,6 @@ model TestcaseInput {
  testcase Testcase @relation(fields: [testcaseId], references: [id], onDelete: Cascade)
 }
 model TestcaseResult {
  id          String  @id @default(cuid())
  isCorrect   Boolean
  output      String?
  timeUsage   Int?
  memoryUsage Int?
  submissionId String
  testcaseId   String
  submission Submission @relation(fields: [submissionId], references: [id], onDelete: Cascade)
  testcase   Testcase   @relation(fields: [testcaseId], references: [id], onDelete: Cascade)
  createdAt DateTime @default(now())
  updatedAt DateTime @updatedAt
 }
 model DockerConfig {
  language           Language @id
  image              String
--- a/prisma/seed.ts
+++ b/prisma/seed.ts
--- a/src/app/(app)/problems/[problemId]/page.tsx
+++ b/src/app/(app)/problems/[problemId]/page.tsx
@ -1,5 +1,7 @@
 import { ProblemView } from "@/features/problems/ui/views/problem-view";
 export const dynamic = "force-dynamic";
 interface PageProps {
  params: Promise<{ problemId: string }>;
  searchParams: Promise<{
--- a/src/app/(protected)/dashboard/actions/teacher-dashboard.ts
+++ b/src/app/(protected)/dashboard/actions/teacher-dashboard.ts
@ -131,8 +131,8 @@ export async function getDifficultProblemsData(): Promise<
  const actor = await getAuthenticatedActor();
  assertTeacherOrAdmin(actor);
-  // 获取所有测试用例结果
+  // 获取所有用例级判题结果
-  const testcaseResults = await prisma.testcaseResult.findMany({
+  const judgeRuns = await prisma.judgeRun.findMany({
    include: {
      testcase: {
        include: {
@ -143,12 +143,16 @@ export async function getDifficultProblemsData(): Promise<
          },
        },
      },
      judge: {
        include: {
          submission: {
            include: {
              user: true,
            },
          },
        },
      },
    },
  });
  // 按问题分组统计错误率
@ -163,14 +167,14 @@ export async function getDifficultProblemsData(): Promise<
    }
  >();
-  testcaseResults.forEach((result) => {
+  judgeRuns.forEach((result) => {
    const problemId = result.testcase.problemId;
    const problemTitle =
      result.testcase.problem.localizations?.find((loc) => loc.type === "TITLE")
        ?.content || "无标题";
    const problemDisplayId = result.testcase.problem.displayId;
-    const userId = result.submission.userId;
+    const userId = result.judge.submission.userId;
-    const isWrong = !result.isCorrect;
+    const isWrong = result.status !== "ACCEPTED";
    if (!problemStats.has(problemId)) {
      problemStats.set(problemId, {
--- a/src/app/actions/analyze-code.ts
+++ b/src/app/actions/analyze-code.ts
@ -5,16 +5,24 @@ import prisma from "@/lib/prisma";
 import { generateText, tool } from "ai";
 import { model } from "@/lib/ai";
 import { Complexity } from "@/types/complexity";
 import { Locale } from "@/generated/client";
 interface analyzeCodeProps {
  content: string;
  submissionId: string;
  locale: Locale;
 }
 export const analyzeCode = async ({
  content,
  submissionId,
  locale,
 }: analyzeCodeProps) => {
  const outputLanguageInstruction =
    locale === "zh"
      ? "The `feedback` field must be written in Simplified Chinese."
      : "The `feedback` field must be written in English.";
  const analysis = await prisma.codeAnalysis.create({
    data: {
      submissionId,
@ -32,6 +40,7 @@ export const analyzeCode = async ({
    await generateText({
      model,
      system: `You are an AI assistant that rigorously analyzes code for time and space complexity, and assesses overall code quality.
 ${outputLanguageInstruction}
 **Time/Space Complexity MUST be one of these values:**
 - O(1)
--- a/src/app/actions/compile.ts
+++ b/src/app/actions/compile.ts
@ -1,9 +1,15 @@
 import "server-only";
 import Docker from "dockerode";
 import prisma from "@/lib/prisma";
 import { createLimitedStream, docker } from "./docker";
-import { type DockerConfig, Language, Status } from "@/generated/client";
+import {
  type DockerConfig,
  JudgeStatus,
  Language,
  Status,
 } from "@/generated/client";
 import { updateSubmissionStatus } from "@/lib/submission-status";
 import { updateJudgeBySubmission } from "@/lib/judge-trace";
 const getCompileCmdForLanguage = (language: Language) => {
  switch (language) {
@ -37,15 +43,15 @@ const executeCompilation = async (
        const exitCode = (await compileExec.inspect()).ExitCode;
        if (exitCode === 0) {
          await updateJudgeBySubmission(submissionId, JudgeStatus.COMPILING);
          resolve(Status.CS);
        } else {
-          await prisma.submission.update({
+          await updateSubmissionStatus(submissionId, Status.CE, {
            where: {
              id: submissionId,
            },
            data: {
            message: stderr,
-            },
+          });
          await updateJudgeBySubmission(submissionId, JudgeStatus.COMPILATION_ERROR, {
            compileOutput: stderr,
            endTime: new Date(),
          });
          resolve(Status.CE);
        }
@ -66,14 +72,8 @@ export const compile = async (
 ): Promise<Status> => {
  const { compileOutputLimit } = config;
-  await prisma.submission.update({
+  await updateJudgeBySubmission(submissionId, JudgeStatus.COMPILING);
-    where: {
+  await updateSubmissionStatus(submissionId, Status.CP);
      id: submissionId,
    },
    data: {
      status: Status.CP,
    },
  });
  const compileCmd = getCompileCmdForLanguage(language);
@ -89,14 +89,9 @@ export const compile = async (
    compileOutputLimit
  );
-  await prisma.submission.update({
+  if (status !== Status.CE) {
-    where: {
+    await updateSubmissionStatus(submissionId, status);
-      id: submissionId,
+  }
    },
    data: {
      status,
    },
  });
  return status;
 };
--- a/src/app/actions/judge.ts
+++ b/src/app/actions/judge.ts
@ -1,20 +1,22 @@
 "use server";
 import { run } from "./run";
 import Docker from "dockerode";
 import prisma from "@/lib/prisma";
 import { compile } from "./compile";
 import { auth, signIn } from "@/lib/auth";
 import { revalidatePath } from "next/cache";
-import { Language, Status } from "@/generated/client";
+import { Language, Locale, Status } from "@/generated/client";
 import { analyzeCode } from "@/app/actions/analyze-code";
-import { createContainer, createTarStream, prepareEnvironment } from "./docker";
+import { inngest } from "@/inngest/client";
 import {
  createSubmissionWithStatus,
  updateSubmissionStatus,
 } from "@/lib/submission-status";
 export const judge = async (
  problemId: string,
  language: Language,
  content: string,
-  assignmentId?: string
+  assignmentId?: string,
  locale: Locale = "zh"
 ): Promise<Status> => {
  const session = await auth();
  const userId = session?.user?.id;
@ -23,8 +25,6 @@ export const judge = async (
    return Status.SE;
  }
  let container: Docker.Container | null = null;
  try {
    const actor = await prisma.user.findUnique({
      where: { id: userId },
@ -39,8 +39,7 @@ export const judge = async (
      message: string,
      options?: { assignmentId?: string | null }
    ) => {
-      await prisma.submission.create({
+      await createSubmissionWithStatus({
        data: {
        language,
        content,
        status: Status.SE,
@ -48,7 +47,6 @@ export const judge = async (
        userId,
        problemId,
        assignmentId: options?.assignmentId ?? null,
        },
      });
    };
@ -163,102 +161,45 @@ export const judge = async (
      return Status.SE;
    }
-    const dockerPrepared = await prepareEnvironment(
+    const submission = await createSubmissionWithStatus({
      dockerConfig.image,
      dockerConfig.tag
    );
    if (!dockerPrepared) {
      console.error(
        "Docker image not found:",
        dockerConfig.image,
        ":",
        dockerConfig.tag
      );
      await prisma.submission.create({
        data: {
      language,
      content,
-          status: Status.SE,
+      status: Status.QD,
          message: `Docker image not found: ${dockerConfig.image}:${dockerConfig.tag}`,
      userId,
      problemId,
      assignmentId: validatedAssignmentId,
        },
      });
      return Status.SE;
    }
    const submission = await prisma.submission.create({
      data: {
        language,
        content,
        status: Status.PD,
        userId,
        problemId,
        assignmentId: validatedAssignmentId,
      },
    });
    const executeAnalyzeCode = async () => {
      await analyzeCode({
        content,
        submissionId: submission.id,
        locale,
      });
    }
-    executeAnalyzeCode()
+    executeAnalyzeCode();
-    // Upload code to the container
+    try {
-    const tarStream = createTarStream(
+      await inngest.send({
-      getFileNameForLanguage(language),
+        name: "submissions/create",
-      content
+        data: {
-    );
+          submissionId: submission.id,
        },
      });
    } catch (inngestError) {
      console.error("Failed to enqueue judge event:", inngestError);
      await updateSubmissionStatus(submission.id, Status.SE, {
        message: "Failed to enqueue judge event",
      });
      return Status.SE;
    }
-    container = await createContainer(dockerConfig, problem.memoryLimit);
+    return Status.QD;
    await container.putArchive(tarStream, { path: dockerConfig.workingDir });
    // Compile the code
    const compileStatus = await compile(
      container,
      language,
      submission.id,
      dockerConfig
    );
    if (compileStatus !== "CS") return compileStatus;
    const runStatus = await run(
      container,
      language,
      submission.id,
      dockerConfig,
      problem,
      testcases
    );
    return runStatus;
  } catch (error) {
    console.error("Error in judge:", error);
    return Status.SE;
  } finally {
    revalidatePath(`/problems/${problemId}`);
    if (container) {
      try {
        await container.kill();
        await container.remove();
      } catch (error) {
        console.error("Container cleanup failed:", error);
      }
    }
  }
 };
 const getFileNameForLanguage = (language: Language) => {
  switch (language) {
    case Language.c:
      return "main.c";
    case Language.cpp:
      return "main.cpp";
  }
 };
--- a/src/app/actions/run.ts
+++ b/src/app/actions/run.ts
@ -1,257 +0,0 @@
 import "server-only";
 import {
  DockerConfig,
  Language,
  Problem,
  Status,
  Testcase,
 } from "@/generated/client";
 import Docker from "dockerode";
 import prisma from "@/lib/prisma";
 import { createLimitedStream, docker } from "./docker";
 const getRunCmdForLanguage = (language: Language) => {
  switch (language) {
    case Language.c:
      return ["./main"];
    case Language.cpp:
      return ["./main"];
  }
 };
 const startRun = (
  runExec: Docker.Exec,
  runOutputLimit: number,
  submissionId: string,
  testcaseId: string,
  joinedInputs: string,
  timeLimit: number,
  memoryLimit: number,
  expectedOutput: string,
  isTrim: boolean,
 ): Promise<Status> => {
  return new Promise<Status>((resolve, reject) => {
    runExec.start({ hijack: true }, async (error, stream) => {
      if (error || !stream) {
        await prisma.testcaseResult.create({
          data: {
            isCorrect: false,
            submissionId,
            testcaseId,
          },
        });
        reject(Status.SE);
        return;
      }
      stream.write(joinedInputs);
      stream.end();
      const { stream: stdoutStream, buffers: stdoutBuffers } =
        createLimitedStream(runOutputLimit);
      const { stream: stderrStream } = createLimitedStream(runOutputLimit);
      docker.modem.demuxStream(stream, stdoutStream, stderrStream);
      const startTime = Date.now();
      const timeoutId = setTimeout(async () => {
        stream.destroy();
        await prisma.testcaseResult.create({
          data: {
            isCorrect: false,
            timeUsage: timeLimit,
            submissionId,
            testcaseId,
          },
        });
        resolve(Status.TLE);
      }, timeLimit);
      stream.on("end", async () => {
        clearTimeout(timeoutId);
        const stdout = stdoutBuffers.join("");
        const exitCode = (await runExec.inspect()).ExitCode;
        const timeUsage = Date.now() - startTime;
        if (exitCode === 0) {
          const isCorrect = isTrim ? stdout.trim() === expectedOutput.trim() : stdout === expectedOutput;
          await prisma.testcaseResult.create({
            data: {
              isCorrect,
              output: stdout,
              timeUsage,
              submissionId,
              testcaseId,
            },
          });
          if (isCorrect) {
            resolve(Status.RU);
          } else {
            resolve(Status.WA);
          }
        } else if (exitCode === 137) {
          await prisma.testcaseResult.create({
            data: {
              isCorrect: false,
              timeUsage,
              memoryUsage: memoryLimit,
              submissionId,
              testcaseId,
            },
          });
          resolve(Status.MLE);
        } else {
          await prisma.testcaseResult.create({
            data: {
              isCorrect: false,
              submissionId,
              testcaseId,
            },
          });
          resolve(Status.RE);
        }
      });
      stream.on("error", async () => {
        clearTimeout(timeoutId);
        await prisma.testcaseResult.create({
          data: {
            isCorrect: false,
            submissionId,
            testcaseId,
          },
        });
        reject(Status.SE);
      });
    });
  });
 };
 const executeRun = async (
  container: Docker.Container,
  runCmd: string[],
  runOutputLimit: number,
  submissionId: string,
  timeLimit: number,
  memoryLimit: number,
  testcases: Testcase[],
  isTrim: boolean
 ): Promise<Status> => {
  for (const testcase of testcases) {
    const inputs = await prisma.testcaseInput.findMany({
      where: {
        testcaseId: testcase.id,
      },
    });
    if (!inputs) {
      await prisma.submission.update({
        where: {
          id: submissionId,
        },
        data: {
          status: Status.SE,
          message: "No inputs for testcase",
        },
      });
      return Status.SE;
    }
    const sortedInputs = inputs.sort((a, b) => a.index - b.index);
    const joinedInputs = sortedInputs.map((i) => i.value).join("\n");
    const runExec = await container.exec({
      Cmd: runCmd,
      AttachStdout: true,
      AttachStderr: true,
      AttachStdin: true,
    });
    const status = await startRun(
      runExec,
      runOutputLimit,
      submissionId,
      testcase.id,
      joinedInputs,
      timeLimit,
      memoryLimit,
      testcase.expectedOutput,
      isTrim
    );
    if (status !== Status.RU) {
      await prisma.submission.update({
        where: {
          id: submissionId,
        },
        data: {
          status,
        },
      });
      return status;
    }
  }
  const testcaseResults = await prisma.testcaseResult.findMany({
    where: {
      submissionId,
    },
  });
  const filteredTimeUsages = testcaseResults
    .map((result) => result.timeUsage)
    .filter((time) => time !== null);
  const maxTimeUsage =
    filteredTimeUsages.length > 0 ? Math.max(...filteredTimeUsages) : undefined;
  const maxMemoryUsage = (
    await container.stats({
      stream: false,
      "one-shot": true,
    })
  ).memory_stats.max_usage;
  await prisma.submission.update({
    where: {
      id: submissionId,
    },
    data: {
      status: Status.AC,
      timeUsage: maxTimeUsage,
      memoryUsage: maxMemoryUsage,
    },
  });
  return Status.AC;
 };
 export const run = async (
  container: Docker.Container,
  language: Language,
  submissionId: string,
  config: DockerConfig,
  problem: Problem,
  testcases: Testcase[]
 ): Promise<Status> => {
  const { runOutputLimit } = config;
  const { timeLimit, memoryLimit, isTrim } = problem;
  await prisma.submission.update({
    where: {
      id: submissionId,
    },
    data: {
      status: Status.RU,
    },
  });
  const runCmd = getRunCmdForLanguage(language);
  return await executeRun(
    container,
    runCmd,
    runOutputLimit,
    submissionId,
    timeLimit,
    memoryLimit,
    testcases,
    isTrim
  );
 };
--- a/src/app/api/inngest/route.ts
+++ b/src/app/api/inngest/route.ts
@ -0,0 +1,8 @@
 import { serve } from "inngest/next";
 import { inngest } from "@/inngest/client";
 import { processSubmission } from "@/inngest/functions/process-submission";
 export const { GET, POST, PUT } = serve({
  client: inngest,
  functions: [processSubmission],
 });
--- a/src/features/problems/analysis/components/card.tsx
+++ b/src/features/problems/analysis/components/card.tsx
@ -19,6 +19,7 @@ import {
 } from "@/features/problems/analysis/components/radar-chart";
 import type { AnalysisStatus, CodeAnalysis } from "@/generated/client";
 import { Alert, AlertDescription, AlertTitle } from "@/components/ui/alert";
 import { useTranslations } from "next-intl";
 interface AnalysisCardProps {
  submissionId: string;
@ -28,6 +29,7 @@ const ACTIVE_STATUSES: AnalysisStatus[] = ["PENDING", "QUEUED", "PROCESSING"];
 const FINAL_STATUSES: AnalysisStatus[] = ["COMPLETED", "FAILED"];
 export const AnalysisCard = ({ submissionId }: AnalysisCardProps) => {
  const t = useTranslations("AnalysisCard");
  const [analysis, setAnalysis] = useState<CodeAnalysis | null>(null);
  const fetchAnalysis = useCallback(() => {
@ -36,11 +38,11 @@ export const AnalysisCard = ({ submissionId }: AnalysisCardProps) => {
        setAnalysis(analysis);
      })
      .catch((error) => {
-        toast.error("Analysis Update Failed", {
+        toast.error(t("UpdateFailed"), {
-          description: error.message || "Failed to fetch analysis data.",
+          description: error.message || t("UpdateFailedDescription"),
        });
      });
-  }, [submissionId]);
+  }, [submissionId, t]);
  useEffect(() => {
    if (!analysis) {
@ -68,7 +70,7 @@ export const AnalysisCard = ({ submissionId }: AnalysisCardProps) => {
        <CardContent className="p-6">
          <div className="flex flex-col items-center justify-center space-y-4 min-h-64">
            <Loader2Icon className="h-8 w-8 animate-spin text-primary" />
-            <p className="text-muted-foreground">Analyzing your code...</p>
+            <p className="text-muted-foreground">{t("Analyzing")}</p>
          </div>
        </CardContent>
      </Card>
@ -80,15 +82,15 @@ export const AnalysisCard = ({ submissionId }: AnalysisCardProps) => {
      <Card className="w-full max-w-2xl mx-auto shadow-lg rounded-xl overflow-hidden border-0 bg-background/50 backdrop-blur-sm">
        <CardHeader className="items-center pb-2 space-y-1 px-6 pt-6">
          <CardTitle className="text-2xl font-bold bg-gradient-to-r from-primary to-foreground bg-clip-text text-transparent">
-            Code Analysis
+            {t("Title")}
          </CardTitle>
        </CardHeader>
        <CardContent className="p-6">
          <Alert variant="destructive">
            <TerminalIcon className="h-4 w-4" />
-            <AlertTitle>Analysis Failed</AlertTitle>
+            <AlertTitle>{t("FailedTitle")}</AlertTitle>
            <AlertDescription>
-              We couldn&apos;t analyze your code. Please try again later.
+              {t("FailedDescription")}
            </AlertDescription>
          </Alert>
        </CardContent>
@ -101,10 +103,10 @@ export const AnalysisCard = ({ submissionId }: AnalysisCardProps) => {
      <Card className="w-full max-w-2xl mx-auto shadow-lg rounded-xl overflow-hidden border-0 bg-background/50 backdrop-blur-sm">
        <CardHeader className="items-center pb-2 space-y-1 px-6 pt-6">
          <CardTitle className="text-2xl font-bold bg-gradient-to-r from-primary to-foreground bg-clip-text text-transparent">
-            Code Analysis
+            {t("Title")}
          </CardTitle>
          <CardDescription className="text-muted-foreground">
-            Preparing your detailed evaluation
+            {t("PreparingDescription")}
          </CardDescription>
        </CardHeader>
        <CardContent className="p-6">
@ -115,10 +117,10 @@ export const AnalysisCard = ({ submissionId }: AnalysisCardProps) => {
            </div>
            <div className="space-y-2 text-center">
              <p className="text-muted-foreground">
-                Processing your submission
+                {t("Processing")}
              </p>
              <p className="text-sm text-muted-foreground/60">
-                This may take a few moments...
+                {t("ProcessingHint")}
              </p>
            </div>
          </div>
@ -130,27 +132,27 @@ export const AnalysisCard = ({ submissionId }: AnalysisCardProps) => {
  // Transform the data into a format suitable for the RadarChart
  const chartData: ChartDataPoint[] = [
    {
-      kind: "overall",
+      kind: t("Kinds.Overall"),
      score: analysis.overallScore ?? 0,
      fullMark: 100,
    },
    {
-      kind: "style",
+      kind: t("Kinds.Style"),
      score: analysis.styleScore ?? 0,
      fullMark: 100,
    },
    {
-      kind: "readability",
+      kind: t("Kinds.Readability"),
      score: analysis.readabilityScore ?? 0,
      fullMark: 100,
    },
    {
-      kind: "efficiency",
+      kind: t("Kinds.Efficiency"),
      score: analysis.efficiencyScore ?? 0,
      fullMark: 100,
    },
    {
-      kind: "correctness",
+      kind: t("Kinds.Correctness"),
      score: analysis.correctnessScore ?? 0,
      fullMark: 100,
    },
@ -160,22 +162,22 @@ export const AnalysisCard = ({ submissionId }: AnalysisCardProps) => {
    <Card className="w-full max-w-2xl mx-auto shadow-lg rounded-xl overflow-hidden border-0 bg-background/50 backdrop-blur-sm animate-fade-in">
      <CardHeader className="items-center pb-2 space-y-1 px-6 pt-6">
        <CardTitle className="text-2xl font-bold bg-gradient-to-r from-primary to-foreground bg-clip-text text-transparent">
-          Code Analysis
+          {t("Title")}
        </CardTitle>
        <CardDescription className="text-muted-foreground">
-          Detailed evaluation of your code submission
+          {t("CompletedDescription")}
        </CardDescription>
      </CardHeader>
      <CardContent className="p-0">
-        <CodeAnalysisRadarChart chartData={chartData} />
+        <CodeAnalysisRadarChart chartData={chartData} radarName={t("Score")} />
      </CardContent>
      <CardFooter className="flex-col items-start gap-4 p-6 pt-0">
        <div className="w-full space-y-3">
          <div className="flex justify-between text-sm font-medium">
-            <span className="text-muted-foreground">Overall Score</span>
+            <span className="text-muted-foreground">{t("OverallScore")}</span>
            <span className="text-primary">
-              {analysis.overallScore ?? "N/A"}
+              {analysis.overallScore ?? t("NotAvailable")}
              <span className="text-muted-foreground">/100</span>
            </span>
          </div>
@ -191,7 +193,7 @@ export const AnalysisCard = ({ submissionId }: AnalysisCardProps) => {
        </div>
        <div className="text-muted-foreground bg-muted/40 p-4 rounded-lg w-full border">
-          <h3 className="font-medium mb-2 text-foreground">Feedback</h3>
+          <h3 className="font-medium mb-2 text-foreground">{t("Feedback")}</h3>
          <p className="whitespace-pre-wrap leading-relaxed">
            {analysis.feedback}
          </p>
--- a/src/features/problems/analysis/components/radar-chart.tsx
+++ b/src/features/problems/analysis/components/radar-chart.tsx
@ -21,10 +21,12 @@ export interface ChartDataPoint {
 interface CodeAnalysisRadarChartProps {
  chartData: ChartDataPoint[];
  radarName: string;
 }
 export function CodeAnalysisRadarChart({
  chartData,
  radarName,
 }: CodeAnalysisRadarChartProps) {
  return (
    <ChartContainer config={{}} className="mx-auto aspect-square max-w-[345px]">
@ -34,7 +36,7 @@ export function CodeAnalysisRadarChart({
        <PolarGrid />
        <PolarRadiusAxis domain={[0, 100]} axisLine={false} tick={false} />
        <Radar
-          name="Score"
+          name={radarName}
          dataKey="score"
          stroke="rgb(95, 134, 196)"
          fill="rgba(95, 134, 196, 0.1)"
--- a/src/features/problems/components/judge-button.tsx
+++ b/src/features/problems/components/judge-button.tsx
@ -5,7 +5,7 @@ import { cn } from "@/lib/utils";
 import { useState } from "react";
 import { Actions } from "flexlayout-react";
 import { judge } from "@/app/actions/judge";
-import { useTranslations } from "next-intl";
+import { useLocale, useTranslations } from "next-intl";
 import { useSearchParams } from "next/navigation";
 import { LoaderCircleIcon, PlayIcon } from "lucide-react";
 import { TooltipButton } from "@/components/tooltip-button";
@ -21,6 +21,7 @@ export const JudgeButton = ({ className }: JudgeButtonProps) => {
  const { model } = useProblemFlexLayoutStore();
  const { problem, language, value } = useProblemEditorStore();
  const searchParams = useSearchParams();
  const locale = useLocale();
  const [isLoading, setIsLoading] = useState<boolean>(false);
  const t = useTranslations("PlaygroundHeader.RunCodeButton");
@ -29,7 +30,14 @@ export const JudgeButton = ({ className }: JudgeButtonProps) => {
    setIsLoading(true);
    const assignmentId = searchParams.get("assignmentId") || undefined;
-    const status = await judge(problem.problemId, language, value, assignmentId);
+    const normalizedLocale = locale === "en" ? "en" : "zh";
    const status = await judge(
      problem.problemId,
      language,
      value,
      assignmentId,
      normalizedLocale
    );
    toast.custom((t) => <JudgeToast t={t} status={status} />);
    if (model) {
--- a/src/features/problems/detail/components/form.tsx
+++ b/src/features/problems/detail/components/form.tsx
@ -16,27 +16,25 @@ interface DetailFormProps {
 export const DetailForm = async ({ submissionId }: DetailFormProps) => {
  const t = await getTranslations("DetailsPage");
-  const submission = await prisma.submission.findUnique({
+  const judge = await prisma.judge.findUnique({
-    where: {
+    where: { submissionId },
-      id: submissionId,
+    include: {
      judgeRuns: {
        orderBy: { createdAt: "desc" },
        include: {
          testcase: {
            include: { inputs: true },
          },
        },
      },
    },
  });
-  const lastTestcaseResult = await prisma.testcaseResult.findFirst({
+  const failedJudgeRun = judge?.judgeRuns.find((run) => run.status !== "ACCEPTED");
-    where: { submissionId, isCorrect: false },
+  if (failedJudgeRun?.testcase) {
-    orderBy: { createdAt: "desc" },
+    const sortedInputs = failedJudgeRun.testcase.inputs.sort(
-  });
+      (a, b) => a.index - b.index
-
+    );
  if (!lastTestcaseResult) return null;
  const testcase = await prisma.testcase.findUnique({
    where: { id: lastTestcaseResult.testcaseId },
    include: { inputs: true },
  });
  if (!testcase) return null;
  const sortedInputs = testcase.inputs?.sort((a, b) => a.index - b.index);
    return (
      <div className="space-y-4">
@ -68,7 +66,7 @@ export const DetailForm = async ({ submissionId }: DetailFormProps) => {
            </AccordionItem>
          </Accordion>
        </div>
-      {lastTestcaseResult.output && (
+        {failedJudgeRun.stdout && (
          <div className="flex flex-col space-y-2">
            <Label>输出</Label>
            <Input
@ -76,11 +74,11 @@ export const DetailForm = async ({ submissionId }: DetailFormProps) => {
              placeholder={`Enter output`}
              readOnly
              className="bg-muted border-transparent shadow-none rounded-lg h-10"
-            value={lastTestcaseResult.output}
+              value={failedJudgeRun.stdout}
            />
          </div>
        )}
-      {submission?.status === "WA" && (
+        {failedJudgeRun.status === "WRONG_ANSWER" && (
          <div className="flex flex-col space-y-2">
            <Label>预期结果</Label>
            <Input
@ -88,10 +86,12 @@ export const DetailForm = async ({ submissionId }: DetailFormProps) => {
              placeholder={`Enter expected output`}
              readOnly
              className="bg-muted border-transparent shadow-none rounded-lg h-10"
-            value={testcase.expectedOutput}
+              value={failedJudgeRun.testcase.expectedOutput}
            />
          </div>
        )}
      </div>
    );
  }
  return null;
 };
--- a/src/features/problems/detail/components/table.tsx
+++ b/src/features/problems/detail/components/table.tsx
@ -27,6 +27,12 @@ export const DetailTable = async ({ submissionId }: DetailTableProps) => {
      id: submissionId,
    },
  });
  const judge = await prisma.judge.findUnique({
    where: { submissionId },
    select: {
      compileOutput: true,
    },
  });
  if (!submission)
    return (
@ -59,9 +65,9 @@ export const DetailTable = async ({ submissionId }: DetailTableProps) => {
          <ViewSolutionButton />
        </div>
        <div className="flex flex-col gap-4">
-          {submission.message && (
+          {(submission.message || judge?.compileOutput) && (
            <MdxRenderer
-              source={`\`\`\`shell\n${submission.message}\n\`\`\``}
+              source={`\`\`\`shell\n${submission.message ?? judge?.compileOutput ?? ""}\n\`\`\``}
            />
          )}
          <DetailForm submissionId={submissionId} />
--- a/src/features/problems/submission/components/realtime-listener.tsx
+++ b/src/features/problems/submission/components/realtime-listener.tsx
@ -0,0 +1,36 @@
 "use client";
 import { useEffect } from "react";
 import { useRouter } from "next/navigation";
 import { getPusherClient } from "@/lib/soketi-client";
 interface SubmissionRealtimeListenerProps {
  problemId: string;
 }
 export const SubmissionRealtimeListener = ({
  problemId,
 }: SubmissionRealtimeListenerProps) => {
  const router = useRouter();
  useEffect(() => {
    const pusher = getPusherClient();
    if (!pusher) return;
    const channelName = `problem-${problemId}`;
    const channel = pusher.subscribe(channelName);
    const handleStatusUpdate = () => {
      router.refresh();
    };
    channel.bind("status-update", handleStatusUpdate);
    return () => {
      channel.unbind("status-update", handleStatusUpdate);
      pusher.unsubscribe(channelName);
    };
  }, [problemId, router]);
  return null;
 };
--- a/src/features/problems/ui/views/problem-view.tsx
+++ b/src/features/problems/ui/views/problem-view.tsx
@ -6,6 +6,7 @@ import { SolutionPanel } from "@/features/problems/solution/components/panel";
 import { SubmissionPanel } from "@/features/problems/submission/components/panel";
 import { DescriptionPanel } from "@/features/problems/description/components/panel";
 import { ProblemFlexLayout } from "@/features/problems/components/problem-flexlayout";
 import { SubmissionRealtimeListener } from "@/features/problems/submission/components/realtime-listener";
 interface ProblemViewProps {
  problemId: string;
@ -25,6 +26,7 @@ export const ProblemView = ({ problemId, submissionId }: ProblemViewProps) => {
  return (
    <div className="relative flex h-full w-full">
      <SubmissionRealtimeListener problemId={problemId} />
      <ProblemFlexLayout components={components} />
    </div>
  );
--- a/src/inngest/client.ts
+++ b/src/inngest/client.ts
@ -0,0 +1,5 @@
 import { Inngest } from "inngest";
 export const inngest = new Inngest({
  id: "judge4c",
 });
--- a/src/inngest/functions/process-submission.ts
+++ b/src/inngest/functions/process-submission.ts
@ -0,0 +1,254 @@
 import "server-only";
 import prisma from "@/lib/prisma";
 import { JudgeStatus, Language, Status } from "@/generated/client";
 import { inngest } from "@/inngest/client";
 import { docker, prepareEnvironment } from "@/app/actions/docker";
 import {
  compile,
  deleteContainer,
  prepareCompileExec,
  prepareContainer,
  prepareRunExec,
  run,
  uploadFileToContainer,
 } from "../../lib/judge-runtime";
 import { updateSubmissionStatus } from "@/lib/submission-status";
 import {
  getOrCreateJudge,
  mapSubmissionStatusToJudgeRunStatus,
  updateJudgeBySubmission,
 } from "@/lib/judge-trace";
 const getFileNameForLanguage = (language: Language) => {
  switch (language) {
    case Language.c:
      return "main.c";
    case Language.cpp:
      return "main.cpp";
  }
 };
 const finalizeWithSystemError = async (submissionId: string, message: string) => {
  await updateSubmissionStatus(submissionId, Status.SE, { message });
  await updateJudgeBySubmission(submissionId, JudgeStatus.SYSTEM_ERROR, {
    endTime: new Date(),
  });
 };
 export const processSubmission = inngest.createFunction(
  {
    id: "process-submission",
    name: "Process Submission",
    retries: 0,
  },
  {
    event: "submissions/create",
  },
  async ({ event, step }) => {
    const submissionId = await step.run("parse-event-submission-id", async () => {
      return String((event.data as { submissionId?: string }).submissionId ?? "");
    });
    if (!submissionId) return;
    const submission = await step.run("load-submission", async () => {
      return prisma.submission.findUnique({
        where: { id: submissionId },
      });
    });
    if (!submission) return;
    let containerId: string | null = null;
    try {
      const problem = await prisma.problem.findUnique({
        where: { id: submission.problemId },
      });
      if (!problem) {
        await finalizeWithSystemError(submission.id, "Problem not found");
        return;
      }
      const testcases = await prisma.testcase.findMany({
        where: { problemId: submission.problemId },
      });
      if (!testcases.length) {
        await finalizeWithSystemError(
          submission.id,
          "No testcases available for this problem"
        );
        return;
      }
      const dockerConfig = await prisma.dockerConfig.findUnique({
        where: { language: submission.language },
      });
      if (!dockerConfig) {
        await finalizeWithSystemError(
          submission.id,
          `Docker configuration not found for language: ${submission.language}`
        );
        return;
      }
      const dockerPrepared = await step.run("prepare-docker-image", async () => {
        return prepareEnvironment(dockerConfig.image, dockerConfig.tag);
      });
      if (!dockerPrepared) {
        await finalizeWithSystemError(
          submission.id,
          `Docker image not found: ${dockerConfig.image}:${dockerConfig.tag}`
        );
        return;
      }
      containerId = await step.run("prepare-container", async () => {
        return prepareContainer(
          dockerConfig.image,
          dockerConfig.tag,
          problem.memoryLimit,
          dockerConfig.workingDir
        );
      });
      await step.run("upload-source-to-container", async () => {
        await uploadFileToContainer(
          containerId!,
          submission.content,
          getFileNameForLanguage(submission.language),
          dockerConfig.workingDir
        );
      });
      const compileResult = await step.run("compile-submission", async () => {
        await updateJudgeBySubmission(submission.id, JudgeStatus.COMPILING);
        await updateSubmissionStatus(submission.id, Status.CP);
        const compileExecId = await prepareCompileExec(
          containerId!,
          submission.language === Language.c
            ? ["gcc", "-O2", "main.c", "-o", "main"]
            : ["g++", "-O2", "main.cpp", "-o", "main"]
        );
        return compile(compileExecId);
      });
      if (compileResult.exitCode !== 0) {
        await updateSubmissionStatus(submission.id, Status.CE, {
          message: compileResult.stderr,
        });
        await updateJudgeBySubmission(submission.id, JudgeStatus.COMPILATION_ERROR, {
          compileOutput: compileResult.stderr,
          endTime: new Date(),
        });
        return;
      }
      await updateSubmissionStatus(submission.id, Status.CS);
      const judgeId = await getOrCreateJudge(submission.id, JudgeStatus.RUNNING);
      await prisma.judgeRun.deleteMany({ where: { judgeId } });
      await updateJudgeBySubmission(submission.id, JudgeStatus.RUNNING);
      await updateSubmissionStatus(submission.id, Status.RU);
      let maxTimeUsage: number | null = null;
      for (const testcase of testcases) {
        const inputs = await prisma.testcaseInput.findMany({
          where: { testcaseId: testcase.id },
          orderBy: { index: "asc" },
        });
        const stdin = inputs.map((i) => i.value).join("\n");
        const runExecId = await step.run(`prepare-run-exec-${testcase.id}`, async () => {
          return prepareRunExec(containerId!, ["./main"]);
        });
        const runResult = await step.run(`run-testcase-${testcase.id}`, async () => {
          return run(runExecId, stdin || null, problem.timeLimit);
        });
        const { exitCode, stdout, stderr, timeUsage, isTimeout } = runResult;
        let status: Status = Status.SE;
        let isCorrect = false;
        let memoryUsage: number | null = null;
        if (isTimeout) {
          status = Status.TLE;
        } else if (exitCode === 0) {
          isCorrect = problem.isTrim
            ? stdout.trim() === testcase.expectedOutput.trim()
            : stdout === testcase.expectedOutput;
          status = isCorrect ? Status.RU : Status.WA;
        } else if (exitCode === 137) {
          status = Status.MLE;
          memoryUsage = problem.memoryLimit;
        } else {
          status = Status.RE;
        }
        await prisma.judgeRun.create({
          data: {
            judgeId,
            testcaseId: testcase.id,
            status: mapSubmissionStatusToJudgeRunStatus(status),
            timeUsage,
            memoryUsage: memoryUsage ?? undefined,
            stdin,
            stdout,
            stderr,
          },
        });
        if (maxTimeUsage === null || timeUsage > maxTimeUsage) {
          maxTimeUsage = timeUsage;
        }
        if (status !== Status.RU) {
          const judgeStatusMap: Record<Status, JudgeStatus> = {
            [Status.PD]: JudgeStatus.SYSTEM_ERROR,
            [Status.QD]: JudgeStatus.SYSTEM_ERROR,
            [Status.CP]: JudgeStatus.COMPILING,
            [Status.CE]: JudgeStatus.COMPILATION_ERROR,
            [Status.CS]: JudgeStatus.COMPILING,
            [Status.RU]: JudgeStatus.RUNNING,
            [Status.TLE]: JudgeStatus.TIME_LIMIT_EXCEEDED,
            [Status.MLE]: JudgeStatus.MEMORY_LIMIT_EXCEEDED,
            [Status.RE]: JudgeStatus.RUNTIME_ERROR,
            [Status.AC]: JudgeStatus.ACCEPTED,
            [Status.WA]: JudgeStatus.WRONG_ANSWER,
            [Status.SE]: JudgeStatus.SYSTEM_ERROR,
          };
          await updateSubmissionStatus(submission.id, status);
          await updateJudgeBySubmission(submission.id, judgeStatusMap[status], {
            endTime: new Date(),
          });
          return;
        }
      }
      const stats = await step.run("read-container-stats", async () => {
        const container = docker.getContainer(containerId!);
        return container.stats({ stream: false, "one-shot": true });
      });
      const maxMemoryUsage = stats.memory_stats.max_usage;
      await updateSubmissionStatus(submission.id, Status.AC, {
        timeUsage: maxTimeUsage,
        memoryUsage: maxMemoryUsage,
      });
      await updateJudgeBySubmission(submission.id, JudgeStatus.ACCEPTED, {
        endTime: new Date(),
      });
    } catch (error) {
      console.error("inngest process submission failed:", error);
      await finalizeWithSystemError(submission.id, "Judge execution failed");
    } finally {
      if (containerId) {
        await step.run("cleanup-container", async () => {
          await deleteContainer(containerId!);
        });
      }
    }
  }
 );
--- a/src/lib/ai.ts
+++ b/src/lib/ai.ts
@ -2,23 +2,9 @@ import "server-only";
 import { createOpenAICompatible } from "@ai-sdk/openai-compatible";
-const getRequiredEnv = (
+const apiKey = process.env.AI_API_KEY ?? "";
-  name: "AI_API_KEY" | "AI_BASE_URL" | "AI_MODEL",
+const baseURL = process.env.AI_BASE_URL ?? "https://api.deepseek.com";
-): string => {
+export const modelId = process.env.AI_MODEL ?? "deepseek-chat";
  const value = process.env[name];
  if (!value) {
    throw new Error(`Missing required environment variable: ${name}`);
  }
  return value;
 };
 const apiKey = getRequiredEnv("AI_API_KEY");
 const baseURL = getRequiredEnv("AI_BASE_URL");
 export const modelId = getRequiredEnv("AI_MODEL");
 export const aiProvider = createOpenAICompatible({
  name: "ai",
--- a/src/lib/judge-runtime.ts
+++ b/src/lib/judge-runtime.ts
@ -0,0 +1,211 @@
 import "server-only";
 import { docker } from "@/app/actions/docker";
 import { PassThrough } from "stream";
 import tar from "tar-stream";
 export const createStreamCollector = () => {
  let stdout = "";
  let stderr = "";
  const stdoutStream = new PassThrough();
  const stderrStream = new PassThrough();
  stdoutStream.on("data", (chunk) => {
    stdout += chunk.toString();
  });
  stderrStream.on("data", (chunk) => {
    stderr += chunk.toString();
  });
  return {
    getStdout: () => stdout,
    getStderr: () => stderr,
    stdoutStream,
    stderrStream,
  };
 };
 export const uploadFileToContainer = async (
  containerId: string,
  sourceCode: string,
  fileName: string,
  filePath: string
 ) => {
  const container = docker.getContainer(containerId);
  // Ensure target directory exists before archive upload.
  const mkdirExec = await container.exec({
    Cmd: ["mkdir", "-p", filePath],
    AttachStdout: false,
    AttachStderr: false,
  });
  await mkdirExec.start({ hijack: false, stdin: false, Detach: false, Tty: false });
  const pack = tar.pack();
  pack.entry({ name: fileName }, sourceCode);
  pack.finalize();
  await container.putArchive(pack as unknown as NodeJS.ReadableStream, {
    path: filePath,
  });
 };
 export const deleteContainer = async (containerId: string) => {
  const container = docker.getContainer(containerId);
  await container.remove({ force: true });
 };
 export const prepareContainer = async (
  image: string,
  tag: string,
  memoryLimit: number,
  workingDir: string
 ) => {
  const imageWithTag = `${image}:${tag}`;
  const stream = await docker.pull(imageWithTag);
  await new Promise((resolve, reject) => {
    docker.modem.followProgress(stream, (error, result) => {
      if (error) reject(error);
      else resolve(result);
    });
  });
  const container = await docker.createContainer({
    Image: imageWithTag,
    Cmd: ["tail", "-f", "/dev/null"],
    WorkingDir: workingDir,
    HostConfig: {
      CpuCount: 1,
      Memory: memoryLimit,
      MemorySwap: 0,
      NetworkMode: "none",
    },
  });
  await container.start();
  return container.id;
 };
 export const prepareCompileExec = async (containerId: string, cmd: string[]) => {
  const container = docker.getContainer(containerId);
  const compileExec = await container.exec({
    Cmd: cmd,
    AttachStdin: false,
    AttachStdout: true,
    AttachStderr: true,
  });
  return compileExec.id;
 };
 export const prepareRunExec = async (containerId: string, cmd: string[]) => {
  const container = docker.getContainer(containerId);
  const runExec = await container.exec({
    Cmd: cmd,
    AttachStdin: true,
    AttachStdout: true,
    AttachStderr: true,
  });
  return runExec.id;
 };
 export const compile = async (compileExecId: string) => {
  const compileExec = docker.getExec(compileExecId);
  const stream = await compileExec.start({
    hijack: false,
    stdin: false,
    Detach: false,
    Tty: false,
  });
  const { getStdout, getStderr, stdoutStream, stderrStream } =
    createStreamCollector();
  docker.modem.demuxStream(stream, stdoutStream, stderrStream);
  return new Promise<{
    exitCode: number | null;
    stdout: string;
    stderr: string;
  }>((resolve) => {
    stream.on("end", async () => {
      const exitCode = (await compileExec.inspect()).ExitCode;
      resolve({
        exitCode,
        stdout: getStdout(),
        stderr: getStderr(),
      });
    });
  });
 };
 export const run = async (
  runExecId: string,
  stdin: string | null,
  timeLimit: number
 ) => {
  const runExec = docker.getExec(runExecId);
  const startTime = Date.now();
  const abortController = new AbortController();
  const timeoutId = setTimeout(() => {
    abortController.abort();
  }, timeLimit);
  const stream = await runExec.start({
    hijack: stdin ? true : false,
    stdin: stdin ? true : false,
    Detach: false,
    Tty: false,
    abortSignal: abortController.signal,
  });
  if (stdin) {
    stream.write(stdin);
    stream.end();
  }
  const { getStdout, getStderr, stdoutStream, stderrStream } =
    createStreamCollector();
  docker.modem.demuxStream(stream, stdoutStream, stderrStream);
  return new Promise<{
    exitCode: number | null;
    stdout: string;
    stderr: string;
    timeUsage: number;
    isTimeout: boolean;
  }>((resolve) => {
    stream.on("end", async () => {
      clearTimeout(timeoutId);
      const endTime = Date.now();
      const timeUsage = endTime - startTime;
      const exitCode = (await runExec.inspect()).ExitCode;
      resolve({
        exitCode,
        stdout: getStdout(),
        stderr: getStderr(),
        timeUsage,
        isTimeout: abortController.signal.aborted,
      });
    });
    abortController.signal.addEventListener("abort", () => {
      clearTimeout(timeoutId);
      const endTime = Date.now();
      resolve({
        exitCode: null,
        stdout: getStdout(),
        stderr: getStderr(),
        timeUsage: endTime - startTime,
        isTimeout: true,
      });
    });
  });
 };
--- a/src/lib/judge-trace.ts
+++ b/src/lib/judge-trace.ts
@ -0,0 +1,101 @@
 import "server-only";
 import prisma from "@/lib/prisma";
 import {
  JudgeRunStatus,
  JudgeStatus,
  Status,
 } from "@/generated/client";
 export const mapSubmissionStatusToJudgeStatus = (
  status: Status
 ): JudgeStatus | null => {
  switch (status) {
    case Status.CP:
      return JudgeStatus.COMPILING;
    case Status.CE:
      return JudgeStatus.COMPILATION_ERROR;
    case Status.RU:
      return JudgeStatus.RUNNING;
    case Status.AC:
      return JudgeStatus.ACCEPTED;
    case Status.WA:
      return JudgeStatus.WRONG_ANSWER;
    case Status.TLE:
      return JudgeStatus.TIME_LIMIT_EXCEEDED;
    case Status.MLE:
      return JudgeStatus.MEMORY_LIMIT_EXCEEDED;
    case Status.RE:
      return JudgeStatus.RUNTIME_ERROR;
    case Status.SE:
      return JudgeStatus.SYSTEM_ERROR;
    default:
      return null;
  }
 };
 export const mapSubmissionStatusToJudgeRunStatus = (
  status: Status
 ): JudgeRunStatus => {
  switch (status) {
    case Status.AC:
    case Status.RU:
      return JudgeRunStatus.ACCEPTED;
    case Status.WA:
      return JudgeRunStatus.WRONG_ANSWER;
    case Status.TLE:
      return JudgeRunStatus.TIME_LIMIT_EXCEEDED;
    case Status.MLE:
      return JudgeRunStatus.MEMORY_LIMIT_EXCEEDED;
    case Status.RE:
      return JudgeRunStatus.RUNTIME_ERROR;
    case Status.SE:
      return JudgeRunStatus.SYSTEM_ERROR;
    default:
      return JudgeRunStatus.SYSTEM_ERROR;
  }
 };
 export const getOrCreateJudge = async (
  submissionId: string,
  initialStatus: JudgeStatus = JudgeStatus.COMPILING
 ) => {
  const existing = await prisma.judge.findUnique({
    where: { submissionId },
    select: { id: true },
  });
  if (existing) return existing.id;
  const created = await prisma.judge.create({
    data: {
      submissionId,
      status: initialStatus,
    },
    select: { id: true },
  });
  return created.id;
 };
 export const updateJudgeBySubmission = async (
  submissionId: string,
  status: JudgeStatus,
  extra?: {
    compileOutput?: string | null;
    endTime?: Date | null;
  }
 ) => {
  const judgeId = await getOrCreateJudge(submissionId, status);
  await prisma.judge.update({
    where: { id: judgeId },
    data: {
      status,
      ...(extra?.compileOutput !== undefined
        ? { compileOutput: extra.compileOutput }
        : {}),
      ...(extra?.endTime !== undefined ? { endTime: extra.endTime } : {}),
    },
  });
  return judgeId;
 };
--- a/src/lib/soketi-client.ts
+++ b/src/lib/soketi-client.ts
@ -0,0 +1,25 @@
 "use client";
 import Pusher from "pusher-js";
 const key = process.env.NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY ?? "judge4c_key";
 const wsHost = process.env.NEXT_PUBLIC_SOKETI_HOST ?? "localhost";
 const wsPort = Number(process.env.NEXT_PUBLIC_SOKETI_PORT ?? "6001");
 const forceTLS = process.env.NEXT_PUBLIC_SOKETI_USE_TLS === "true";
 let instance: Pusher | null = null;
 export const getPusherClient = () => {
  if (!key) return null;
  if (instance) return instance;
  instance = new Pusher(key, {
    wsHost,
    wsPort,
    forceTLS,
    enabledTransports: ["ws", "wss"],
    cluster: "mt1",
  });
  return instance;
 };
--- a/src/lib/soketi-server.ts
+++ b/src/lib/soketi-server.ts
@ -0,0 +1,22 @@
 import "server-only";
 import Pusher from "pusher";
 const appId = process.env.SOKETI_DEFAULT_APP_ID;
 const key = process.env.NEXT_PUBLIC_SOKETI_DEFAULT_APP_KEY;
 const secret = process.env.SOKETI_DEFAULT_APP_SECRET;
 const host = process.env.SOKETI_HOST ?? "localhost";
 const port = process.env.SOKETI_PORT ?? "6001";
 const useTLS = process.env.SOKETI_USE_TLS === "true";
 export const pusherServer =
  appId && key && secret
    ? new Pusher({
        appId,
        key,
        secret,
        host,
        port,
        useTLS,
      })
    : null;
--- a/src/lib/submission-status.ts
+++ b/src/lib/submission-status.ts
@ -0,0 +1,70 @@
 import "server-only";
 import prisma from "@/lib/prisma";
 import { revalidatePath } from "next/cache";
 import { Status, type Submission } from "@/generated/client";
 import { pusherServer } from "@/lib/soketi-server";
 const publishStatusUpdate = async (submission: Submission) => {
  revalidatePath(`/problems/${submission.problemId}`);
  if (!pusherServer) return;
  const payload = {
    submissionId: submission.id,
    problemId: submission.problemId,
    status: submission.status,
    timestamp: new Date().toISOString(),
  };
  await pusherServer.trigger(`submission-${submission.id}`, "status-update", payload);
  await pusherServer.trigger(`problem-${submission.problemId}`, "status-update", payload);
 };
 export const createSubmissionWithStatus = async (data: {
  language: Submission["language"];
  content: string;
  status: Status;
  userId: string;
  problemId: string;
  assignmentId?: string | null;
  message?: string | null;
 }) => {
  const submission = await prisma.submission.create({
    data: {
      language: data.language,
      content: data.content,
      status: data.status,
      userId: data.userId,
      problemId: data.problemId,
      assignmentId: data.assignmentId ?? null,
      message: data.message ?? null,
    },
  });
  await publishStatusUpdate(submission);
  return submission;
 };
 export const updateSubmissionStatus = async (
  submissionId: string,
  status: Status,
  extra?: {
    message?: string | null;
    timeUsage?: number | null;
    memoryUsage?: number | null;
  }
 ) => {
  const submission = await prisma.submission.update({
    where: { id: submissionId },
    data: {
      status,
      ...(extra?.message !== undefined ? { message: extra.message } : {}),
      ...(extra?.timeUsage !== undefined ? { timeUsage: extra.timeUsage } : {}),
      ...(extra?.memoryUsage !== undefined ? { memoryUsage: extra.memoryUsage } : {}),
    },
  });
  await publishStatusUpdate(submission);
  return submission;
 };