Tecton Video Guides
Tecton Framework​
Overview: This video provides an introduction to the Tecton Framework, explaining how to build robust streaming, batch, and real-time data pipelines. You'll gain foundational knowledge essential for setting up data pipelines using Tecton.
Topics Covered: Feature Views Data Sources Entities Batch Pipelines Streaming Pipelines Realtime Pipelines Data Source Functions
Aggregation Engine​
Overview: This video is a comprehensive guide to the Tecton Aggregation Engine, focusing on core concepts around Time Window Aggregates and how to build aggregate features for Batch and Stream Feature Views.
Topics Covered: Time Windows Window Boundaries (Fixed, Lifetime, Time Window Series) Window Movement (Sliding, Hopping, Sawtooth) Aggregation Interval Tiling Batch and Stream Aggregations Batch Compaction Continuous Mode Time Interval Mode Stream Compaction Stream Tiling
Materialization​
Overview: This video explains the foundations of how Tecton orchestrates materialization jobs and how you can configure, schedule and monitor materialization for Batch and Stream Feature Views.
Topics Covered: Materialization Jobs Backfill Materialization Steady State Materialization Batch Schedule Data Delay Raw Data Filtering Triggered Materialization