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Working notes on reporting database process
Working notes on reporting database process
Peter Lubell-Doughtie (Unlicensed) and Josh Zamor I want to capture my notes on the current state of reporting database for discussion:
- We want to move forward with PostgreSQL as the primary data storage system.
- (There's still an outstanding conversation around reporting for stock card line items at scale that we need to work on with Josh Zamor)
- We need to setup generic data ingestion processes in Nifi.
- These processes would collect information from the APIs and then convert them to an intermediary schema that is database agnostic.
- All information that's stored in this schema would write to a "forever" Kafka topic for backup and rerun purposes.
- This schema would likely have an output port that would push over to a set of flows that are specific to the data storage processor groups.
- (This keeps the database schema separate from the ingestion process, allowing for implementers to choose which data storage process they want to implement)
- We need to setup a database specific set of flows:
- First, create the database schema
- Once the schema is setup, start the flows to store the data in that schema
- Develop Nifi flows for Superset to import the metrics that are appropriate for that data storage type
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