Skills Data Science Hex Production Deployment Checklist

Hex Production Deployment Checklist

v20260423
hex-prod-checklist
Provides a comprehensive checklist for deploying Hex data analytics integrations into production. It covers critical operational best practices, including API key management, rate limit handling, error resilience (circuit breakers, exponential backoff), and robust monitoring strategies. This guide ensures that data pipelines are deployed reliably, minimizing downtime and guaranteeing consistent, high-quality data reporting for go-live scenarios.
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Overview

Hex Production Checklist

Overview

Hex is a collaborative data analytics platform where teams build notebooks, dashboards, and scheduled data pipelines. A production integration triggers project runs, retrieves results, and monitors pipeline health via the Hex API. Failures mean stale dashboards, broken scheduled reports, or data pipelines that silently stop producing output for downstream consumers.

Authentication & Secrets

  • HEX_API_KEY stored in secrets manager (not config files)
  • Token scoped to "Run projects" permission only
  • Token expiration set > 90 days with calendar renewal reminder
  • Separate tokens for dev/staging/prod workspaces
  • Key rotation schedule documented (quarterly cycle)

API Integration

  • Production base URL configured (https://app.hex.tech/api/v1)
  • Rate limits respected (20 requests/min, 60/hour)
  • All orchestrated projects published before triggering runs
  • Input parameters documented and validated before submission
  • Run status polling with configurable interval (default: 5s)
  • Result retrieval handles large datasets (pagination/streaming)
  • Project version pinning prevents unexpected behavior changes

Error Handling & Resilience

  • Circuit breaker configured for Hex API outages
  • Retry with exponential backoff for 429/5xx responses
  • ERRORED and KILLED run states handled with alert + re-queue
  • Run timeout detection (alert if run exceeds 2x typical duration)
  • Database connection errors in Hex projects surface to caller
  • Graceful degradation serves cached results when API is down

Monitoring & Alerting

  • API latency tracked per project run
  • Error rate alerts set (any ERRORED run = notification)
  • Run duration regression tracked (>50% increase = warning)
  • Scheduled run completion rate monitored daily
  • API quota usage tracked against plan limits

Validation Script

async function checkHexReadiness(): Promise<void> {
  const checks: { name: string; pass: boolean; detail: string }[] = [];
  // API connectivity
  try {
    const res = await fetch('https://app.hex.tech/api/v1/projects', {
      headers: { Authorization: `Bearer ${process.env.HEX_API_KEY}` },
    });
    checks.push({ name: 'Hex API', pass: res.ok, detail: res.ok ? 'Connected' : `HTTP ${res.status}` });
  } catch (e: any) { checks.push({ name: 'Hex API', pass: false, detail: e.message }); }
  // Credentials present
  checks.push({ name: 'API Key Set', pass: !!process.env.HEX_API_KEY, detail: process.env.HEX_API_KEY ? 'Present' : 'MISSING' });
  // Rate limit check
  try {
    const res = await fetch('https://app.hex.tech/api/v1/projects', {
      headers: { Authorization: `Bearer ${process.env.HEX_API_KEY}` },
    });
    const remaining = res.headers.get('x-ratelimit-remaining');
    checks.push({ name: 'Rate Limit', pass: Number(remaining) > 5, detail: `${remaining} remaining` });
  } catch (e: any) { checks.push({ name: 'Rate Limit', pass: false, detail: e.message }); }
  for (const c of checks) console.log(`[${c.pass ? 'PASS' : 'FAIL'}] ${c.name}: ${c.detail}`);
}
checkHexReadiness();

Error Handling

Check Risk if Skipped Priority
API key expiration All scheduled runs stop silently P1
ERRORED run detection Stale dashboards served to stakeholders P1
Rate limit handling Burst orchestration blocked by 429 P2
Run duration regression Slow pipelines delay downstream reports P2
Project version pinning Unexpected notebook changes break output P3

Resources

Next Steps

See hex-security-basics for data connection security and access control.

Info
Category Data Science
Name hex-prod-checklist
Version v20260423
Size 4.26KB
Updated At 2026-04-28
Language