Memoization-enabled feature store on ray
Project description
feRay
Feature stores have unique needs. This is an opinionated framework for building and managing feature stores on top of:
Core Concepts:
- enable rapid experimentation and iteraton with memoization
- a feature can have sub-features (feature containers)
- data and code version are tracked on the record level
- orchestration of distributed compute incl. bootstrap of environments
This is the raw library - independent of any specific orchestrator.
Further reading material
TODO link docs here
- https://docs.dagster.io/guides/build/assets/asset-versioning-and-caching
- https://gafni.dev/projects/sanas-ai-dagster-ray/
- https://dagster.io/blog/unlocking-flexible-pipelines-customizing-asset-decorator
- https://www.youtube.com/watch?v=HPqQSR0BoUQ
- https://georgheiler.com/post/paas-as-implementation-detail/
- https://www.samsara.com/blog/building-a-modern-machine-learning-platform-with-ray
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file feray-1.0.0.tar.gz.
File metadata
- Download URL: feray-1.0.0.tar.gz
- Upload date:
- Size: 2.4 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.12.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
38cb5525171c9b7fce9bd5e97b99b7fde0279a3fd6759bedbf8dc36f0caca8b0
|
|
| MD5 |
4af87b6254f1f14aef29e98d4fb90481
|
|
| BLAKE2b-256 |
d7a95ecd1829f5aa5052557792216521a82f55f7a78837249d9c87ffe9e3cc8e
|
Provenance
The following attestation bundles were made for feray-1.0.0.tar.gz:
Publisher:
library.yaml on feray-org/feray
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
feray-1.0.0.tar.gz -
Subject digest:
38cb5525171c9b7fce9bd5e97b99b7fde0279a3fd6759bedbf8dc36f0caca8b0 - Sigstore transparency entry: 401505702
- Sigstore integration time:
-
Permalink:
feray-org/feray@7e5c00c2edaeaa2190015f841f4b26af604ee54f -
Branch / Tag:
refs/heads/main - Owner: https://github.com/feray-org
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
library.yaml@7e5c00c2edaeaa2190015f841f4b26af604ee54f -
Trigger Event:
workflow_dispatch
-
Statement type:
File details
Details for the file feray-1.0.0-py3-none-any.whl.
File metadata
- Download URL: feray-1.0.0-py3-none-any.whl
- Upload date:
- Size: 3.2 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.12.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
c9f4c537dc7bae5dab8b25a2bc09f83ab7e24b6ca580fbdafbcd68483072d6c7
|
|
| MD5 |
bbe2b0468227ef93abf9589a9f096da5
|
|
| BLAKE2b-256 |
d7320e9526dc96f61c54edbd5e46256e8691e6ff430180dc124d430518d2b7d0
|
Provenance
The following attestation bundles were made for feray-1.0.0-py3-none-any.whl:
Publisher:
library.yaml on feray-org/feray
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
feray-1.0.0-py3-none-any.whl -
Subject digest:
c9f4c537dc7bae5dab8b25a2bc09f83ab7e24b6ca580fbdafbcd68483072d6c7 - Sigstore transparency entry: 401505720
- Sigstore integration time:
-
Permalink:
feray-org/feray@7e5c00c2edaeaa2190015f841f4b26af604ee54f -
Branch / Tag:
refs/heads/main - Owner: https://github.com/feray-org
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
library.yaml@7e5c00c2edaeaa2190015f841f4b26af604ee54f -
Trigger Event:
workflow_dispatch
-
Statement type:
