Types of Pipelines: There are different pipelines for different stages of the data.
- 3rd Party Dataset Pipelines are extracting, minor transformation, and loading processes that pull data from external companies.
- Raw Log Pipelines are extracting, minor transformation, and loading processes that pull data provided from other systems within the company. Examples are Website Logs, Sales or Purchase Orders, and Inventory Movement.
- Master Data Domains Pipelines are extracting, minor transformation, and loading processes that pull from a Master Data Service or collected from across multiple company systems.
- Dimension Pipelines are transformation processes to transform Master Data Domains into dimensions.
- Staging Pipelines are transformation processes that cleanse, enhance, or conform data.
- Atomic Fact Pipelines are transformation processes that transform logs into atomic facts.
- Aggregated Fact Pipelines are transformation processes that transform atomic into aggregate facts.
- Report Pipelines are transformation processes for transforming atomic or aggregate facts into reports.
Please see (Baseline Conceptual Models Commentary) for further details on what conceptual models are to be used for.
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