Imported from jeremylongshore/tons-of-skills-marketplace (skills/.curated/hex-sdk-patterns/SKILL.md). Install upstream with npx skills add jeremylongshore/tons-of-skills-marketplace --skill hex-sdk-patterns. Copyright stays with the author (MIT).

Hex SDK Patterns

Overview

Production patterns for Hex API: typed client, pipeline orchestration, retry logic, and Python integration.

Instructions

Step 1: Run with Retry

async function runWithRetry(client: HexClient, projectId: string, params: Record<string, any>, maxRetries = 2) {
  for (let i = 0; i <= maxRetries; i++) {
    try {
      const { runId } = await client.runProject(projectId, params);
      const result = await pollUntilComplete(client, projectId, runId);
      return result;
    } catch (err: any) {
      if (i === maxRetries || !err.message.includes('429')) throw err;
      await new Promise(r => setTimeout(r, 30000)); // Wait 30s on rate limit
    }
  }
}

Step 2: Python Client (hextoolkit)

# pip install hextoolkit
from hextoolkit import HexAPI

hex_api = HexAPI(token=os.environ['HEX_API_TOKEN'])

# List projects
projects = hex_api.list_projects()

# Run project
run = hex_api.run_project('project-id', input_params={'date': '2025-01-01'})

# Poll for completion
status = hex_api.get_run_status('project-id', run['runId'])

Step 3: Airflow Integration

# Using the hex-inc/airflow-provider-hex package
from airflow_provider_hex.operators.hex import HexRunProjectOperator

run_task = HexRunProjectOperator(
    task_id='run_hex_project',
    project_id='your-project-id',
    input_params={'date': '{{ ds }}'},
    hex_conn_id='hex_default',
    wait_for_completion=True,
    timeout=600,
)

Prerequisites

• A typed client boundary, secret-manager reference, environment allowlist, and a sandbox project using fictional or approved non-sensitive data.
• An explicit execution budget, idempotency/correlation convention, and policy that unknown project scope or response shape fails closed.

Output

Produce an SDK receipt with client revision, environment, opaque project/run IDs, parameter schema revision, execution state, aggregate result checks, and rollback/cancel reference. Do not include API tokens, SQL, cell output, or workspace data.

Error Handling

Classify authentication, authorization, validation, quota, timeout, and terminal-run failures separately. Do not retry a write-like project run without idempotency, broaden scope to bypass a denial, or log notebook output for diagnosis.

Examples

sdk=v3; env=sandbox; project=proj-opaque-11; params=r4; run=succeeded; row_count=within-range; cancel=not-needed is a safe SDK execution receipt.

Resources

• Hex API
• Airflow Provider

Next Steps

Apply patterns in hex-core-workflow-a.