TiPS : Data Transformation Framework

TiPS is a straightforward data transformation and data quality framework designed specifically for Snowflake.

With TiPS, constructing data pipelines is as simple as defining your transformation business logic in a database view, which serves as the data source. Then, define a target table where the transformed data will reside, and add a metadata record in the TiPS metadata table – and that's all there is to it. You won't need to manually write or execute any DML statements for moving this data. TiPS dynamically generates and executes all relevant DML statements at runtime for each step of the data pipeline.

搜集汇总

背景与挑战

背景概述

TiPS是一个专为Snowflake设计的数据转换与质量框架，它简化了数据管道的构建过程。用户只需在数据库视图中定义转换逻辑、指定目标表并添加元数据记录，框架便会自动生成和执行所需的DML语句，实现无需手动操作的数据迁移。