{"product_id":"data-pipeline-automation-handbook-expert-strategies-for-scheduling-monitoring-and-optimizing-with-airflow-mage-9798290748078","title":"Data Pipeline Automation Handbook: Expert Strategies for Scheduling, Monitoring, and Optimizing with Airflow \u0026 Mage","description":"\u003cp\u003e • Author(s): Newman Chandler\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Data Science - Data Warehousing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eData Pipeline Automation Handbook: Expert Strategies for Scheduling, Monitoring, and Optimizing with Airflow \u0026amp; Mage\u003c\/b\u003e\u003cbr\u003eAre you wrestling with fragile data workflows that falter under load? Do you long for bullet-proof pipelines that run on autopilot-scaling effortlessly and alerting you before issues arise?\u003c\/p\u003e\u003cp\u003e\u003cb\u003eData Pipeline Automation Handbook\u003c\/b\u003e delivers expert strategies for building, scheduling, monitoring, and optimizing data pipelines with Apache Airflow and Mage. This no-nonsense guide shows you how to harness Airflow's enterprise-grade orchestration alongside Mage's modular, cache-aware blocks to create workflows that are both powerful and easy to maintain.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside, you'll learn how to: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eDesign reliable DAGs and event-driven Mage pipelines for any use case-batch ETL, real-time streaming, or machine-learning orchestration.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImplement robust scheduling and sensor patterns in Airflow to trigger jobs on time and guard against missed runs.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eConfigure Mage's runtime variables and webhooks for responsive, parameterized pipelines.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eMonitor performance with structured JSON logs, StatsD metrics, and integrations for Prometheus or Datadog-catching regressions before SLAs slip.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eScale your infrastructure on Kubernetes, tune parallelism and pools, and leverage caching to eliminate unnecessary work.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eSecure your environment with Vault or Kubernetes Secrets, enforce RBAC, and automate credential rotation for compliance.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAutomate deployments via GitOps with Terraform and Helm, plus set up CI\/CD pipelines that validate, test, and promote changes without downtime.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eBy the final chapter, you'll wield a comprehensive playbook-covering custom plugins, AI-assisted pipeline generation, incident response checklists, and best practices for testing, versioning, and continuous delivery.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReady to transform your data engineering practice? Order Data Pipeline Automation Handbook now and build pipelines that deliver insights reliably, at scale, and with confidence.\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46334837063831,"sku":"9798290748078","price":1714.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798290748078.webp?v=1768673292","url":"https:\/\/atlanticbooks.com\/products\/data-pipeline-automation-handbook-expert-strategies-for-scheduling-monitoring-and-optimizing-with-airflow-mage-9798290748078","provider":"Atlantic Books","version":"1.0","type":"link"}