Danny Chiao
Danny Chiao
This issue discusses common issues users face when materializing features to the online store in Feast. ## User problems Generally, users with large datasets can face issues on reliably loading...
## Expected Behavior Feast Java feature servers should be able to read from a registry in Azure blob storage. ## Current Behavior Azure users can use the python feature server...
**Note:** Users can push streaming features to the online store via [push sources](https://docs.feast.dev/reference/data-sources/push) **Note:** [RFC](https://docs.google.com/document/d/1UzEyETHUaGpn0ap4G82DHluiCj7zEbrQLkJJkKSv4e8/edit#) can be found here. **See also**: [Feast Slack: #feast-feature-transformations](https://tectonfeast.slack.com/archives/C03A2CH7GAG) ## Requirements ### Problem 1 Data...
Look to [Roadmap work](https://github.com/orgs/feast-dev/projects/2/views/5) to see what projects are being worked on or need help! @adchia to flesh this out with more onboarding docs
**Is your feature request related to a problem? Please describe.** There exist several friction points of getting data into Feast: - Upstream jobs (e.g. ETL jobs) may leave data in...
Signed-off-by: Danny Chiao **What this PR does / why we need it**: **Which issue(s) this PR fixes**: Fixes # https://github.com/feast-dev/feast/issues/3207
# Problem When using Feast, it can be hard to version features with respect to models in production. - Users modifying a re-used feature view (e.g. in response to upstream...
**Is your feature request related to a problem? Please describe.** Several things are harder than they should be today: - Tag searching / filtering - Discovery of feature views /...
In some test benchmarks, using regular python dicts for inputs for executing the transformations is _much_ faster (up to ~10x) than pandas for the online flow. This tends to be...
Is your feature request related to a problem? Please describe. A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] I haven't tested this,...