Google Cloud GUI Tools for ETL Data Pipelines
1. Google Cloud GUI Tools for ETL Data Pipelines
Dataprep by Trifacta simplifies data transformation by offering a serverless, no-code solution. It connects to various data sources, provides pre-built transformation functions, and allows users to chain these functions together into recipes. The resulting transformation flows can be executed seamlessly with Dataflow, while also providing capabilities for scheduling and monitoring. Dataprep provides a visual interface where you can see the impact of your data transformations before applying them. It also offers intelligent suggestions to help you refine your data cleaning and preparation process, like extracting specific values or replacing patterns within your data. Cloud Data Fusion is a user friendly, GUI-based tool designed for enterprise data integration. Cloud Data Fusion seamlessly connects to various data sources, both on-premises and in the cloud. You can build data pipelines without coding using its drag-and-drop interface and pre-built transformations. The platform is extensible, allowing for custom plugins, and it executes on powerful Hadoop/ Spark clusters for efficient processing. Cloud Data Fusion Studio easily allows the creation of data pipelines with visual tools. The example pipeline shows two SAP tables being used as data sources. The two tables are joined together and then one outbound leg is written to a Cloud Storage bucket. The other leg undergoes an Add-Datetime transformation and is outputted to BigQuery. The pipeline also highlights the ability to preview data at different stages.2. Let's practice!
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