NVIDIA-Merlin / NVIDIA-Merlin/Merlin
Offline Batch Processing - Create common data type to support operators across frameworks
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 907
- Forks
- 129
- PR merge metrics
- No merged PRs in 30d
Description
Create an abstraction that allows for creating a common data type to ensure that different operators with different frameworks can be supported by transforming data -> to common form -> framework specific form.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No files, tests, or entry points are named. Start by locating the offline batch-processing operators and their framework-specific data boundaries, then clarify the supported frameworks and transformations; done means a defined common data type can be transformed to and from each supported framework form.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data-engineering, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100