This lightweight Change Data Capture (CDC) pipeline streams PostgreSQL logical replication events to BigQuery — no Debezium, no Kafka, just native GCP tools.🧩 Architecture Overview[Cloud SQL (PostgreSQL)]
└─ Logical replication via wal2json plugin
…
IntroductionTwo fully automated, production-grade pipelines demonstrate secure data ingestion from Cloud SQL PostgreSQL into BigQuery, using Apache Beam (Python) and Dataflow Flex Templates — all without public IP exposure.✅ 1. Private Service Ac…
IntroductionIn this blog post, I’ll demonstrate how to provision Google Cloud Pub/Sub resources using Terraform and integrate them with a Spring Boot 3 application running Java 21. This setup enables seamless message publishing and subscription process…
IntroductionIn this blog post, I’ll demonstrate how to provision Google Cloud Pub/Sub resources using Terraform and integrate them with a Spring Boot 3 application running Java 21. This setup enables seamless message publishing and subscription process…
Are you looking to leverage the power of Ollama and DeepSeek-R1 in your Spring Boot application? This post will walk you through the entire process, from understanding what Ollama is to implementing a seamless integration. What is Ollama?Oll…