The Data Import (DI) SIG had 3 goals:
Understand and define pain points that Ed-Fi implementations experience while using Data Import as an Extract-Transform-Load (ETL) solution for non-API based data.
Understand other solutions that may be available for reliable ETL pathways for non-API based data.
Inform Data Import future development and roadmap priorities from community blockers, issues and identified needs
These were the outcomes of the SIG from these goals are:
1.) Data Import is reported as serving non-API ready data needs with an active community of users
- Active SIG with over 40+ members to contribute to the conversation
- We're seeing usage in numerous areas to accommodate non-API ready data - assessments, EPP data, finance data and so on.
- Recognized that Data Import carries a maintenance burden that the implementer has to maintain
- API path to data without Data Import is the best way to go
2.) Numerous viable open-source and low-cost alternatives exist for serving the ETL need
- EdAnalytics
- Great contribution for ETL tooling and report out from EA
- Cloud based in mind and Python based tooo
- https://github.com/edanalytics/earthmover
- https://github.com/edanalytics/lightbeam
- EPP alternatives eval
- Link to the published report (comes out today)
- Summary brief of tools used:
- Talend (free version)
- Ni-Fi (open source)
- Azure Data Factory (cloud based DataBricks)
- AWS Glue (cloud based DataBricks)
3.) Data Import users will prefer an open-source path ahead for the product
- Because of 2022 conversations heard, Ed-Fi was moved to open-source Data Import
- In November 2022, we released Data Import 2.0 to an open source repo
- We've moved the TSS to a GitHub Exchange repo
4.) Additional Data Import SIG requests lead to these feature requests
- John Bailey - has noticed the first time they are importing data, it seems faster than subsequent imports (SF:
- Emilio and Rosh - Would like improved logging. It logs too much and they have to truncate the table often
- Zurab - duplicated headers in files have posed issues; Emilio - the pre-processor could help with this issue
- DI-1135 - Array Format in CSV
- John Bailey - 1.3.2 included a Docker container, but it is unclear how to kick off a schedule
- Zurab - Source code uses a library to work with FTP servers. The library does not work if the FTP server has a certain setting turned on. Works fine with SFTP, but not FTP.
- Mike Werner - Documentation is lacking