feat: Add RaySource, to_ray_dataset first-class method, docs, and tests#6343
Open
ntkathole wants to merge 1 commit intofeast-dev:masterfrom
Open
feat: Add RaySource, to_ray_dataset first-class method, docs, and tests#6343ntkathole wants to merge 1 commit intofeast-dev:masterfrom
ntkathole wants to merge 1 commit intofeast-dev:masterfrom
Conversation
ntkathole
requested review from
HaoXuAI,
shuchu and
tokoko
and removed request for
a team
ntkathole
changed the title
![devin-ai-integration[bot]](https://avatars.githubusercontent.com/in/811515?s=60&v=4){kind=small}
This comment was marked as resolved.
This comment was marked as resolved.
Sorry, something went wrong.
ntkathole
force-pushed
the
ray_source
branch
2 times, most recently
from
530cd6e to
a53d264
Compare
This comment was marked as resolved.
This comment was marked as resolved.
Sorry, something went wrong.
This comment was marked as resolved.
This comment was marked as resolved.
Sorry, something went wrong.
This comment was marked as resolved.
This comment was marked as resolved.
Sorry, something went wrong.
ntkathole
force-pushed
the
ray_source
branch
3 times, most recently
from
f1ddc28 to
9c2079a
Compare
This comment was marked as resolved.
This comment was marked as resolved.
Sorry, something went wrong.
This comment was marked as resolved.
This comment was marked as resolved.
Sorry, something went wrong.
Introduces RaySource, a pure-metadata data source descriptor that lets Feast load any Ray Data-readable format (Parquet, CSV, JSON, HuggingFace datasets, MongoDB, binary files, images, TFRecords, WebDataset, SQL, and text) without requiring an intermediate Parquet file. Makes to_ray_dataset() a first-class method on RetrievalJob and FeatureStore. Wires up distributed materialization in the Ray compute engine. Adds reference documentation and unit tests. Signed-off-by: ntkathole <[email protected]>
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
What this PR does / why we need it:
Introduces
RaySource, a data source descriptor that lets Feast load any Ray Data-readable format (Parquet, CSV, JSON, HuggingFace datasets, MongoDB, binary files, images, TFRecords, WebDataset, SQL, and text) without requiring an intermediate Parquet file. Makesto_ray_dataset()a first-class method onRetrievalJoband FeatureStore. Wires up distributed materialization in the Ray compute engine. Adds reference documentation and unit tests.Which issue(s) this PR fixes:
Fixes #5568