xubo245 opened a new pull request #3479: [WIP][ CARBONDATA-3271] Apache CarbonData should provides python interface to support deep learning framework to ready and write data from/to CarbonData
URL:
https://github.com/apache/carbondata/pull/3479
Apache CarbonData should provides python interface to support deep learning framework to ready and write data from/to CarbonData, like TensorFlow , MXNet, PyTorch and so on. It should not dependency Apache Spark.
Goals：
1. CarbonData provides python interface to support TensorFlow to ready data from CarbonData for training model
2. CarbonData provides python interface to support MXNet to ready data from CarbonData for training model
3. CarbonData provides python interface to support PyTorch to ready data from CarbonData for training model
4. CarbonData should support epoch function
5. CarbonData should support cache for speed up performance.
Be sure to do all of the following checklist to help us incorporate
your contribution quickly and easily:
- [ ] Any interfaces changed?
- [ ] Any backward compatibility impacted?
- [ ] Document update required?
- [ ] Testing done
Please provide details on
- Whether new unit test cases have been added or why no new tests are required?
- How it is tested? Please attach test report.
- Is it a performance related change? Please attach the performance test report.
- Any additional information to help reviewers in testing this change.
- [ ] For large changes, please consider breaking it into sub-tasks under an umbrella JIRA.
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