Skills Data Science Hex CI/CD Integration Guide

Hex CI/CD Integration Guide

v20260423
hex-ci-integration
This skill guides the setup of CI/CD pipelines for Hex data analytics projects using GitHub Actions. It enables running automated unit tests on pull requests and triggering live project runs on the main branch merge. Use this when establishing automated testing workflows, validating data transformation logic, or integrating Hex outputs into a continuous delivery process.
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Overview

Hex CI Integration

Overview

Set up CI/CD for Hex data analytics integrations: run unit tests with mocked project run and connection responses on every PR, trigger live Hex project runs and validate outputs on merge to main. Hex provides collaborative data notebooks with scheduled runs and API-triggered execution, so CI pipelines verify data transform logic, trigger post-deploy dashboard refreshes, and monitor run status.

GitHub Actions Workflow

# .github/workflows/hex-ci.yml
name: Hex CI
on:
  pull_request:
    paths: ['src/hex/**', 'tests/**']
  push:
    branches: [main]

jobs:
  unit-tests:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with: { node-version: '20' }
      - run: npm ci
      - run: npm test -- --reporter=verbose

  trigger-hex-refresh:
    if: github.ref == 'refs/heads/main'
    needs: unit-tests
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4
      - uses: actions/setup-node@v4
        with: { node-version: '20' }
      - run: npm ci
      - run: npm run test:integration
        env:
          HEX_API_TOKEN: ${{ secrets.HEX_API_TOKEN }}
          HEX_PROJECT_ID: ${{ vars.HEX_PROJECT_ID }}

Mock-Based Unit Tests

// tests/hex-service.test.ts
import { describe, it, expect, vi } from 'vitest';
import { triggerProjectRun, getRunStatus } from '../src/hex-service';

vi.mock('../src/hex-client', () => ({
  HexClient: vi.fn().mockImplementation(() => ({
    runProject: vi.fn().mockResolvedValue({
      runId: 'run_abc123',
      projectId: 'proj_xyz',
      status: 'running',
      startedAt: '2026-04-01T10:00:00Z',
    }),
    getRunStatus: vi.fn().mockResolvedValue({
      runId: 'run_abc123',
      status: 'completed',
      elapsedMs: 4500,
      outputs: { row_count: 1250, last_updated: '2026-04-01T10:00:04Z' },
    }),
    listProjects: vi.fn().mockResolvedValue({
      projects: [{ id: 'proj_xyz', title: 'Revenue Dashboard' }],
    }),
  })),
}));

describe('Hex Service', () => {
  it('triggers a project run and returns run ID', async () => {
    const result = await triggerProjectRun('proj_xyz', { triggered_by: 'ci' });
    expect(result.runId).toBe('run_abc123');
    expect(result.status).toBe('running');
  });

  it('polls run status until complete', async () => {
    const status = await getRunStatus('run_abc123');
    expect(status.status).toBe('completed');
    expect(status.outputs.row_count).toBe(1250);
  });
});

Integration Tests

// tests/integration/hex.integration.test.ts
import { describe, it, expect } from 'vitest';

const hasToken = !!process.env.HEX_API_TOKEN;

describe.skipIf(!hasToken)('Hex Live API', () => {
  it('triggers a project run via API', async () => {
    const res = await fetch(
      `https://app.hex.tech/api/v1/project/${process.env.HEX_PROJECT_ID}/run`,
      {
        method: 'POST',
        headers: {
          'Authorization': `Bearer ${process.env.HEX_API_TOKEN}`,
          'Content-Type': 'application/json',
        },
        body: JSON.stringify({ inputParams: { triggered_by: 'ci' }, updateCacheResult: true }),
      },
    );
    expect(res.status).toBe(200);
    const body = await res.json();
    expect(body).toHaveProperty('runId');
  });
});

Error Handling

CI Issue Cause Fix
401 Unauthorized Invalid or expired API token Regenerate at app.hex.tech account settings
404 Project not found Wrong project ID Verify HEX_PROJECT_ID matches the Hex dashboard URL
Run status stuck on running Long-running query or connection issue Set timeout and poll interval (max 5 min)
inputParams rejected Parameter name mismatch Match param names exactly to Hex project input cells
Rate limit (429) Too many run triggers Deduplicate CI triggers and add cooldown between runs

Resources

Next Steps

For deployment patterns, see hex-deploy-integration.

Info
Category Data Science
Name hex-ci-integration
Version v20260423
Size 4.6KB
Updated At 2026-04-28
Language