Developing resilient data pipelines with Snowpark
A robust and resilient data pipeline will equip organizations to source, collect, analyze, and effectively use insights to grow business and deliver cost-saving business processes. Traditional data pipelines are difficult to manage and do not support the organization’s evolving data needs. Snowpark solves problems that conventional data pipelines have by running them natively on the Snowflake Data Cloud and making extracting information from data in the Data Cloud easier and faster. This section will cover the various characteristics of resilient data pipelines, how to develop them in Snowpark, and their benefits.
Traditional versus modern data pipelines
A significant challenge of a traditional data pipeline is that it takes considerable time and cost to develop and manage, with high technical debt. It also consists of multiple tools that take much time to integrate. Due to the complexity of the solution, there is a possibility...
