Engineering
GCP Data Engineering Kit
Build Google Cloud data pipelines with the difficult engineering decisions already worked through. A practical foundation for Python developers and data engineers who need clear answers to duplicate events, failed loads, schema changes, and replay.
₹1,499INR · one-time purchase
No store account required. After verified payment, save your ZIP within the 30-minute access window. Delivery details
Review the license and purchase terms and refund policy. Hosting, API usage, ongoing engineering support and future versions are excluded unless expressly listed.
What’s included and what to expect
Includes Pub/Sub-to-BigQuery streaming, Cloud Storage batch ingestion, Cloud Run Jobs, and Terraform infrastructure. Deduplication, conflict quarantine, retry handling, scoped IAM, monitoring, and cost controls are built into the reference implementation, with documented trade-offs and recovery procedures.
Download the complete source, an offline example, tests, architecture decisions, deployment guidance, and AI-agent instructions in one ZIP. Verified locally with 98 automated tests on Python 3.13 and 3.14, five Terraform mock tests, and Docker smoke tests. Live GCP validation is an explicit deployment step; an opt-in cloud acceptance test is included.
By Atul Sutar. One-time purchase. Digital download. Non-refundable except where required by applicable law.
Who it’s for
Python developers and data engineers building Google Cloud pipelines.
Requirements and supported scope
- Python 3.13 or 3.14 for local examples.
- Your own GCP project, billing and deployment permissions for cloud execution.
- Terraform and cloud tooling for infrastructure deployment; local checks do not establish live-cloud acceptance.
Release details
- Version
- 1.0.1
- Delivery
- ZIP · 176 KB
- Filename
- gcp-data-engineering-kit-v1.0.1.zip
- License
- Individual commercial license — draft; legal review pending. Ask about license terms before purchasing.
Why purchase this instead of generating it with AI?
AI can generate similar code and is useful for adapting these materials. The purchase gives you a specific engineering foundation to inspect: integrated examples, tests, documented decisions and explicit boundaries. Compare the included verification and limitations with your needs. You still need to configure, test and review changes for your own environment.
Start with the delivered version
Extract the ZIP and read its QUICKSTART or README before installing dependencies or deploying. Keep a copy of the archive and your order reference. Contact the store if download access expires or the file is unusable.