Skills Development Deploy ClickHouse Applications to Cloud Platforms

Deploy ClickHouse Applications to Cloud Platforms

v20260423
clickhouse-deploy-integration
A comprehensive guide on deploying applications connected to ClickHouse Cloud across various modern cloud environments, including Vercel, Fly.io, and Google Cloud Run. This guide covers best practices for connection pooling, secure secret management, implementing health checks, and ensuring graceful shutdowns in serverless and containerized setups.
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Overview

ClickHouse Deploy Integration

Overview

Deploy applications that connect to ClickHouse Cloud from serverless and
container platforms with proper connection management and secrets handling.

Prerequisites

  • ClickHouse Cloud instance (or self-hosted with public endpoint)
  • Platform CLI installed (vercel, fly, or gcloud)
  • Application tested locally against ClickHouse

Instructions

Step 1: ClickHouse Connection Module (Platform-Agnostic)

// src/db.ts — singleton for serverless-safe connections
import { createClient, ClickHouseClient } from '@clickhouse/client';

let client: ClickHouseClient | null = null;

export function getClickHouse(): ClickHouseClient {
  if (!client) {
    client = createClient({
      url: process.env.CLICKHOUSE_HOST!,         // https://<host>:8443
      username: process.env.CLICKHOUSE_USER!,
      password: process.env.CLICKHOUSE_PASSWORD!,
      database: process.env.CLICKHOUSE_DATABASE ?? 'default',
      request_timeout: 30_000,
      max_open_connections: 5,    // Low for serverless (many cold starts)
      compression: {
        request: true,            // Saves egress bandwidth
        response: true,
      },
    });
  }
  return client;
}

Step 2: Vercel (Serverless Functions)

# Set secrets
vercel env add CLICKHOUSE_HOST production
vercel env add CLICKHOUSE_USER production
vercel env add CLICKHOUSE_PASSWORD production
vercel env add CLICKHOUSE_DATABASE production
// api/events/route.ts (Next.js App Router)
import { getClickHouse } from '@/src/db';
import { NextResponse } from 'next/server';

export async function GET(request: Request) {
  const { searchParams } = new URL(request.url);
  const days = Number(searchParams.get('days') ?? 7);

  const client = getClickHouse();
  const rs = await client.query({
    query: `
      SELECT event_type, count() AS cnt
      FROM events
      WHERE created_at >= now() - INTERVAL {days:UInt32} DAY
      GROUP BY event_type ORDER BY cnt DESC
    `,
    query_params: { days },
    format: 'JSONEachRow',
  });

  return NextResponse.json(await rs.json());
}

Vercel gotchas:

  • Serverless function timeout: 30s (Pro) / 10s (Hobby)
  • Each invocation may create a new connection — set max_open_connections low
  • Use Edge Runtime only with HTTP-based clients (ClickHouse client works fine)

Step 3: Fly.io (Containers)

# fly.toml
app = "my-clickhouse-app"
primary_region = "iad"

[env]
  NODE_ENV = "production"
  CLICKHOUSE_DATABASE = "analytics"

[http_service]
  internal_port = 3000
  force_https = true
  auto_stop_machines = true
  auto_start_machines = true

[[http_service.checks]]
  grace_period = "10s"
  interval = "30s"
  method = "GET"
  path = "/health"
  timeout = "5s"
# Set ClickHouse secrets
fly secrets set CLICKHOUSE_HOST="https://abc123.clickhouse.cloud:8443"
fly secrets set CLICKHOUSE_USER="app_writer"
fly secrets set CLICKHOUSE_PASSWORD="secret"

fly deploy

Step 4: Google Cloud Run

#!/bin/bash
# deploy-cloud-run.sh
PROJECT_ID="${GOOGLE_CLOUD_PROJECT}"
SERVICE="clickhouse-app"
REGION="us-central1"

# Store secrets in Secret Manager
echo -n "https://abc123.clickhouse.cloud:8443" | \
  gcloud secrets create ch-host --data-file=- --project=$PROJECT_ID
echo -n "secret-password" | \
  gcloud secrets create ch-password --data-file=- --project=$PROJECT_ID

# Build and deploy
gcloud builds submit --tag gcr.io/$PROJECT_ID/$SERVICE

gcloud run deploy $SERVICE \
  --image gcr.io/$PROJECT_ID/$SERVICE \
  --region $REGION \
  --platform managed \
  --set-secrets="CLICKHOUSE_HOST=ch-host:latest,CLICKHOUSE_PASSWORD=ch-password:latest" \
  --set-env-vars="CLICKHOUSE_USER=app_writer,CLICKHOUSE_DATABASE=analytics" \
  --min-instances=1 \
  --max-instances=10 \
  --memory=512Mi

Step 5: Health Check Endpoint

// Works on all platforms
app.get('/health', async (req, res) => {
  const start = Date.now();
  try {
    const client = getClickHouse();
    const { success } = await client.ping();
    const latencyMs = Date.now() - start;

    res.json({
      status: success ? 'healthy' : 'degraded',
      clickhouse: { connected: success, latencyMs },
      version: process.env.npm_package_version,
    });
  } catch (err) {
    res.status(503).json({
      status: 'unhealthy',
      clickhouse: { connected: false, error: (err as Error).message },
    });
  }
});

Step 6: Graceful Shutdown

// Critical: flush pending inserts on shutdown
async function gracefulShutdown() {
  console.log('Shutting down...');
  const client = getClickHouse();
  await client.close();    // Waits for pending operations to complete
  process.exit(0);
}

process.on('SIGTERM', gracefulShutdown);
process.on('SIGINT', gracefulShutdown);

Platform Comparison

FeatureVercelFly.ioCloud Run
ModelServerless functionsContainersContainers
Persistent connectionsNo (cold starts)YesYes (min-instances)
Max timeout30s (Pro)Unlimited60min
Best forAPI endpointsLong-running appsEvent-driven
max_open_connections1-310-205-10

Error Handling

IssueCauseSolution
ECONNRESET on VercelFunction timeoutReduce query scope, increase timeout
TLS handshake failedWrong portUse port 8443 for Cloud
Secret not foundEnv var not setCheck platform secret config
Cold start latencyNew connection per invocationUse min-instances=1 on Cloud Run

Resources

Next Steps

For data ingestion patterns, see clickhouse-webhooks-events.

Info
Category Development
Name clickhouse-deploy-integration
Version v20260423
Size 6.54KB
Updated At 2026-04-26
Language