Juicebox Deploy Integration

Overview

Deploy a containerized Juicebox AI analysis integration service with Docker. This skill covers building a production image that connects to the Juicebox API for managing datasets, running AI-powered analyses, and retrieving structured insights. Includes environment configuration for dataset access and analysis pipelines, health checks that verify API connectivity and dataset availability, and rolling update strategies for zero-downtime deployments serving real-time analysis results.

Docker Configuration

dockerfile
FROM node:20-slim AS builder
WORKDIR /app
COPY package*.json ./
RUN npm ci
COPY tsconfig.json ./
COPY src/ ./src/
RUN npm run build

FROM node:20-slim
RUN addgroup --system app && adduser --system --ingroup app app
WORKDIR /app
COPY --from=builder /app/dist ./dist
COPY --from=builder /app/node_modules ./node_modules
COPY package*.json ./
USER app
EXPOSE 3000
HEALTHCHECK --interval=30s --timeout=5s --retries=3 \
  CMD curl -f http://localhost:3000/health || exit 1
CMD ["node", "dist/index.js"]

Environment Variables

bash
export JUICEBOX_API_KEY="jb_live_xxxxxxxxxxxx"
export JUICEBOX_BASE_URL="https://api.juicebox.ai/v1"
export JUICEBOX_WORKSPACE_ID="ws_xxxxxxxxxxxx"
export LOG_LEVEL="info"
export PORT="3000"
export NODE_ENV="production"

Health Check Endpoint

typescript
import express from 'express';

const app = express();

app.get('/health', async (req, res) => {
  try {
    const response = await fetch(`${process.env.JUICEBOX_BASE_URL}/datasets`, {
      headers: { 'Authorization': `Bearer ${process.env.JUICEBOX_API_KEY}` },
    });
    if (!response.ok) throw new Error(`Juicebox API returned ${response.status}`);
    res.json({ status: 'healthy', service: 'juicebox-integration', timestamp: new Date().toISOString() });
  } catch (error) {
    res.status(503).json({ status: 'unhealthy', error: (error as Error).message });
  }
});

Deployment Steps

Step 1: Build

bash
docker build -t juicebox-integration:latest .

Step 2: Run

bash
docker run -d --name juicebox-integration \
  -p 3000:3000 \
  -e JUICEBOX_API_KEY -e JUICEBOX_BASE_URL -e JUICEBOX_WORKSPACE_ID \
  juicebox-integration:latest

Step 3: Verify

bash
curl -s http://localhost:3000/health | jq .

Step 4: Rolling Update

bash
docker build -t juicebox-integration:v2 . && \
docker stop juicebox-integration && \
docker rm juicebox-integration && \
docker run -d --name juicebox-integration -p 3000:3000 \
  -e JUICEBOX_API_KEY -e JUICEBOX_BASE_URL -e JUICEBOX_WORKSPACE_ID \
  juicebox-integration:v2

Error Handling

| Issue | Cause | Fix | |-------|-------|-----| | 401 Unauthorized | Invalid or expired API key | Regenerate key in Juicebox workspace settings | | 403 Forbidden | Workspace access denied | Verify JUICEBOX_WORKSPACE_ID matches your API key | | 404 Not Found | Dataset or analysis ID not found | Check IDs from Juicebox dashboard | | 429 Rate Limited | Exceeding API rate limits | Implement exponential backoff; batch analysis requests | | Analysis timeout | Large dataset processing | Increase timeout or use async analysis endpoint with polling |

Resources

• Juicebox API Docs

Next Steps

See juicebox-webhooks-events.