A pipeline built in one environment cannot be used in another, even if the underlying code is very similar, meaning data engineers are often the bottleneck and tasked with reinventing the wheel every time. Beyond pipeline development, managing data quality in increasingly complex pipeline ...
Engineers Shouldn’t Write ETL– “In case you did not realize it, nobody enjoys writing and maintaining data pipelines or ETL. It’s the industry’s ultimate hot potato,” writes Jeff Magnusson, director of data platform at Stitch Fix, in an excellent writeup on how to structure data sc...
meaning data engineers are often the bottleneck and tasked with reinventing the wheel every time. Beyond pipeline development, managing data quality in increasingly complex pipeline architectures is difficult. Bad data is often allowed to flow through a pipeline undetected, devaluing the entire data set...
Maintenance is an essential part of your ETL pipeline, meaning the project is never truly finished. Creating a data pipeline is an interactive process, and small changes will need to be made over time. For example, a new field could be introduced from the source system that will need to ma...
Sourabh is a seasoned tech entrepreneur with over a decade of experience in scalable real-time analytics. As the Co-Founder and CTO of Hevo Data, he has been instrumental in shaping a leading no-code data pipeline platform used by thousands globally. Previously, he co-founded SpoonJoy, a ...
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2. iPaaS (Integration Platform as a Service) IPaaS is an attractive alternative to a typical reverse ETL platform. It offers pre-built connectors and a user-friendly interface for managing data flows between systems. The Advantages: Little to no coding is required; hence easy to set up. ...
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In this tip, we will focus on the tasks and responsibilities of an ETL developer working with the Microsoft Data Platform.
“Min cell count” is an option when scanning field values. By default this is set to 25, meaning values in the source data that appear less than 25 will not appear in the report. “Rows per table” is an option when scanning field values. By default, WhiteRabbit will random 1 million...