Data Engineering
Insights & POCs
Deep-dive articles, working proof-of-concepts, and practical guides on building modern data platforms with Snowflake and Snowpark.
Automated Snowflake Task Failure Monitoring with Snowpark
Learn how to build an automated monitoring system for Snowflake tasks using Snowpark for Python, stored procedures, and HTML email notifications to catch failures before they impact your pipelines.
A Deep Dive into Snowflake Streams & Tasks
Explore how Snowflake Streams capture DML changes on tables and how Tasks schedule stored procedures to build robust, event-driven data pipelines without external orchestrators.
Snowflake Task Monitor & Email Alerting
A fully automated monitoring system that queries Snowflake task execution history via Snowpark, generates rich HTML reports, and sends email alerts for failed tasks.
End-to-End ETL Pipeline with Snowpark
A production-ready data pipeline using Snowpark DataFrames for extraction, transformation, and loading — with error handling, logging, and automated testing.
Start Building with Snowflake
All POCs include full source code, step-by-step guides, and are ready to deploy in your Snowflake environment.