GV

GeezerVison

The World Wide Web, restored to 800 pixels of glory.

Home|About|Gaming cabinet|Archives|How it works|Starter sites

On this site

  • Sign in
  • ActionsCI/CD and automation
  • CodespacesCloud development environments
  • All Features
  • Documentation
  • Training
  • Certifications
  • Build with Copilot
  • Customize Copilot
  • Integrations
  • Trending repos
  • GitHub Sponsors
  • Developer articles
  • Enterprises

This view

  • Original page
  • New address

GeezerVison is showing github.com — feat: Use ASOF JOIN in Snowflake offline store query by nanohanno · Pull Request #4850 · feast-dev/feast

Conversation

@nanohanno

@nanohanno nanohanno commented Dec 13, 2024

Copy link
Copy Markdown
Contributor

What this PR does / why we need it:

The query template for the Snowflake Offline Store is updated to use the recently added ASOF JOIN (https://www.snowflake.com/en/blog/time-series-analytics-asof-join-generally-available/). We have seen a very substantial improvement in feature queries using the new template. Especially, for large feature tables that have many historical entries for certain entity values the performance is even better than using the ttl parameter in the current query template.

Which issue(s) this PR fixes:

Fixes #4732

Misc

@bimtauer and @miianiemela have shown interest in the feature, are you able to take a look and test it in your setup?

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

Chekanin, franciscojavierarceo, sebastjaeger, and bimtauer reacted with rocket emoji
All reactions
  • 🚀 4 reactions
@nanohanno
nanohanno requested a review from a team as a code owner December 13, 2024 11:36
hkuepers
Use ASOF JOIN in Snowflake offline store query
da7b74a
Signed-off-by: hkuepers <[email protected]>
@nanohanno
nanohanno force-pushed the feature/snowflake_asof_join branch from e47a253 to da7b74a Compare December 13, 2024 11:38
@franciscojavierarceo franciscojavierarceo added the ok-to-test label Dec 17, 2024
franciscojavierarceo
franciscojavierarceo reviewed Dec 17, 2024
View reviewed changes

@franciscojavierarceo franciscojavierarceo left a comment

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Nice, thank you for this!

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

All reactions
@franciscojavierarceo

franciscojavierarceo commented Dec 17, 2024

Copy link
Copy Markdown
Member

Looks like integration tests are failing.

All reactions

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

hkuepers
Fix Snowflake query template for entityless feature views
4b48655
Signed-off-by: hkuepers <[email protected]>
@nanohanno

nanohanno commented Dec 19, 2024

Copy link
Copy Markdown
Contributor Author

Looks like integration tests are failing.

I did not realize that there are integation tests for Snowflake, that is great.
There was a bug in the template for features without entities that we did not check before. Hopefully the fix solves the failing test now.

franciscojavierarceo reacted with thumbs up emoji
All reactions
  • 👍 1 reaction

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

hkuepers added 3 commits December 19, 2024 12:51
hkuepers
Remove quotes on subquery in snowflake template
3c0ca9b
Signed-off-by: hkuepers <[email protected]>
hkuepers
Use __subquery in Snowflake template for preparation
f37b52a
Signed-off-by: hkuepers <[email protected]>
hkuepers
Fix deduplication in Snowflake query string
6b6c48e
Signed-off-by: hkuepers <[email protected]>
@nanohanno
nanohanno force-pushed the feature/snowflake_asof_join branch from 710d1de to 6b6c48e Compare December 19, 2024 14:13
@franciscojavierarceo

franciscojavierarceo commented Dec 19, 2024

Copy link
Copy Markdown
Member

Looks like integration tests are failing.

I did not realize that there are integation tests for Snowflake, that is great. There was a bug in the template for features without entities that we did not check before. Hopefully the fix solves the failing test now.

Hmm. Looks like it's still failing fyi.

All reactions

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

hkuepers
Use event_timestamp in ttl cte
089794c
Signed-off-by: hkuepers <[email protected]>
@nanohanno

nanohanno commented Dec 19, 2024

Copy link
Copy Markdown
Contributor Author

Looks like integration tests are failing.

I did not realize that there are integation tests for Snowflake, that is great. There was a bug in the template for features without entities that we did not check before. Hopefully the fix solves the failing test now.

Hmm. Looks like it's still failing fyi.

Yeah, I did not consider setting up the Snowflake integration tests locally and debugging from the CI logs for the template query is a little painful. I have done some improvements today and am still positive that it is close to being there 🙏 . If not I will set up the Snowflake environment in the next days to see the errors in Snowsight.

All reactions

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

franciscojavierarceo
franciscojavierarceo approved these changes Dec 23, 2024
View reviewed changes

@franciscojavierarceo franciscojavierarceo left a comment

Copy link
Copy Markdown
Member

There was a problem hiding this comment.

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Thank you for this!

Sorry, something went wrong.

Uh oh!

There was an error while loading. Please reload this page.

All reactions
@franciscojavierarceo
franciscojavierarceo merged commit 8f591a2 into feast-dev:master Dec 23, 2024
franciscojavierarceo pushed a commit that referenced this pull request Jan 20, 2025
@feast-ci-bot
chore(release): release 0.43.0
5a7e6f8
# [0.43.0](v0.42.0...v0.43.0) (2025-01-20)

### Bug Fixes

* Add k8s module to feature-server image ([#4839](#4839)) ([f565565](f565565))
* Adding input to workflow ([e3e8c97](e3e8c97))
* Change image push to use --all-tags option ([#4926](#4926)) ([02458fd](02458fd))
* Fix integration build/push for images ([#4923](#4923)) ([695e49b](695e49b))
* Fix integration operator push ([#4924](#4924)) ([13c7267](13c7267))
* Fix release.yml ([#4845](#4845)) ([b4768a8](b4768a8))
* Fixing some of the warnings with the github actions ([#4763](#4763)) ([1119439](1119439))
* Improve status.applied updates & add offline pvc unit test ([#4871](#4871)) ([3f49517](3f49517))
* Made fixes to Go Operator DB persistence ([#4830](#4830)) ([cdc0753](cdc0753))
* Make transformation_service_endpoint configuration optional ([#4880](#4880)) ([c62377b](c62377b))
* Move pre-release image builds to quay.io, retire gcr.io pushes ([#4922](#4922)) ([40b975b](40b975b))
* Performance regression in /get-online-features ([#4892](#4892)) ([0db56a2](0db56a2))
* Refactor Operator to deploy all feast services to the same Deployment/Pod ([#4863](#4863)) ([88854dd](88854dd))
* Remove unnecessary google cloud steps & upgrade docker action versions ([#4925](#4925)) ([32aaf9a](32aaf9a))
* Remove verifyClient TLS offlineStore option from the Operator ([#4847](#4847)) ([79fa247](79fa247))
* Resolving syntax error while querying a feature view with column name starting with a number and BigQuery as data source ([#4908](#4908)) ([d3495a0](d3495a0))
* Updated python-helm-demo example to use MinIO instead of GS ([#4691](#4691)) ([31afd99](31afd99))

### Features

* Add date field support to spark ([#4913](#4913)) ([a8aeb79](a8aeb79))
* Add date support when converting from python to feast types ([#4918](#4918)) ([bd9f071](bd9f071))
* Add duckdb extra to multicloud release image ([#4862](#4862)) ([b539eba](b539eba))
* Add milvus package to release image & option to Operator ([#4870](#4870)) ([ef724b6](ef724b6))
* Add Milvus Vector Database Implementation ([#4751](#4751)) ([22c7b58](22c7b58))
* Add online/offline replica support ([#4812](#4812)) ([b97da6c](b97da6c))
* Added pvc accessModes support ([#4851](#4851)) ([a73514c](a73514c))
* Adding EnvFrom support for the OptionalConfigs type to the Go Operator ([#4909](#4909)) ([e01e510](e01e510))
* Adding Feature Server to components docs ([#4868](#4868)) ([f95e54b](f95e54b))
* Adding features field to retrieve_online_features to return mor… ([#4869](#4869)) ([7df287e](7df287e))
* Adding packages for Milvus Online Store ([#4854](#4854)) ([49171bd](49171bd))
* Adding vector_search parameter to fields ([#4855](#4855)) ([739eaa7](739eaa7))
* Feast Operator support log level configuration for services ([#4808](#4808)) ([19424bc](19424bc))
* Go Operator - Parsing the output to go structs ([#4832](#4832)) ([732865f](732865f))
* Implement `date_partition_column` for `SparkSource` ([#4844](#4844)) ([c5ffa03](c5ffa03))
* Loading the CA trusted store certificate into Feast to verify the public certificate. ([#4852](#4852)) ([132ce2a](132ce2a))
* Operator E2E test to validate FeatureStore custom resource using remote registry ([#4822](#4822)) ([d558ef7](d558ef7))
* Operator improvements ([#4928](#4928)) ([7a1f4dd](7a1f4dd))
* Removing the tls_verify_client flag from feast cli for offline server. ([#4842](#4842)) ([8320e23](8320e23))
* Separating the RBAC and Remote related integration tests. ([#4905](#4905)) ([76e1e21](76e1e21))
* Snyk vulnerability issues fix. ([#4867](#4867)) ([dbc9207](dbc9207)), closes [#6](#6) [#3](#3) [#4](#4)
* Use ASOF JOIN in Snowflake offline store query ([#4850](#4850)) ([8f591a2](8f591a2))

### Reverts

* Revert "chore: Add Milvus to pr_integration_tests.yml" ([#4900](#4900)) ([07958f7](07958f7)), closes [#4891](#4891)
tmihalac pushed a commit to opendatahub-io/feast that referenced this pull request Jan 21, 2025
@feast-ci-bot @tmihalac
chore(release): release 0.43.0
520cf53
# [0.43.0](feast-dev/feast@v0.42.0...v0.43.0) (2025-01-20)

### Bug Fixes

* Add k8s module to feature-server image ([feast-dev#4839](feast-dev#4839)) ([f565565](feast-dev@f565565))
* Adding input to workflow ([e3e8c97](feast-dev@e3e8c97))
* Change image push to use --all-tags option ([feast-dev#4926](feast-dev#4926)) ([02458fd](feast-dev@02458fd))
* Fix integration build/push for images ([feast-dev#4923](feast-dev#4923)) ([695e49b](feast-dev@695e49b))
* Fix integration operator push ([feast-dev#4924](feast-dev#4924)) ([13c7267](feast-dev@13c7267))
* Fix release.yml ([feast-dev#4845](feast-dev#4845)) ([b4768a8](feast-dev@b4768a8))
* Fixing some of the warnings with the github actions ([feast-dev#4763](feast-dev#4763)) ([1119439](feast-dev@1119439))
* Improve status.applied updates & add offline pvc unit test ([feast-dev#4871](feast-dev#4871)) ([3f49517](feast-dev@3f49517))
* Made fixes to Go Operator DB persistence ([feast-dev#4830](feast-dev#4830)) ([cdc0753](feast-dev@cdc0753))
* Make transformation_service_endpoint configuration optional ([feast-dev#4880](feast-dev#4880)) ([c62377b](feast-dev@c62377b))
* Move pre-release image builds to quay.io, retire gcr.io pushes ([feast-dev#4922](feast-dev#4922)) ([40b975b](feast-dev@40b975b))
* Performance regression in /get-online-features ([feast-dev#4892](feast-dev#4892)) ([0db56a2](feast-dev@0db56a2))
* Refactor Operator to deploy all feast services to the same Deployment/Pod ([feast-dev#4863](feast-dev#4863)) ([88854dd](feast-dev@88854dd))
* Remove unnecessary google cloud steps & upgrade docker action versions ([feast-dev#4925](feast-dev#4925)) ([32aaf9a](feast-dev@32aaf9a))
* Remove verifyClient TLS offlineStore option from the Operator ([feast-dev#4847](feast-dev#4847)) ([79fa247](feast-dev@79fa247))
* Resolving syntax error while querying a feature view with column name starting with a number and BigQuery as data source ([feast-dev#4908](feast-dev#4908)) ([d3495a0](feast-dev@d3495a0))
* Updated python-helm-demo example to use MinIO instead of GS ([feast-dev#4691](feast-dev#4691)) ([31afd99](feast-dev@31afd99))

### Features

* Add date field support to spark ([feast-dev#4913](feast-dev#4913)) ([a8aeb79](feast-dev@a8aeb79))
* Add date support when converting from python to feast types ([feast-dev#4918](feast-dev#4918)) ([bd9f071](feast-dev@bd9f071))
* Add duckdb extra to multicloud release image ([feast-dev#4862](feast-dev#4862)) ([b539eba](feast-dev@b539eba))
* Add milvus package to release image & option to Operator ([feast-dev#4870](feast-dev#4870)) ([ef724b6](feast-dev@ef724b6))
* Add Milvus Vector Database Implementation ([feast-dev#4751](feast-dev#4751)) ([22c7b58](feast-dev@22c7b58))
* Add online/offline replica support ([feast-dev#4812](feast-dev#4812)) ([b97da6c](feast-dev@b97da6c))
* Added pvc accessModes support ([feast-dev#4851](feast-dev#4851)) ([a73514c](feast-dev@a73514c))
* Adding EnvFrom support for the OptionalConfigs type to the Go Operator ([feast-dev#4909](feast-dev#4909)) ([e01e510](feast-dev@e01e510))
* Adding Feature Server to components docs ([feast-dev#4868](feast-dev#4868)) ([f95e54b](feast-dev@f95e54b))
* Adding features field to retrieve_online_features to return mor… ([feast-dev#4869](feast-dev#4869)) ([7df287e](feast-dev@7df287e))
* Adding packages for Milvus Online Store ([feast-dev#4854](feast-dev#4854)) ([49171bd](feast-dev@49171bd))
* Adding vector_search parameter to fields ([feast-dev#4855](feast-dev#4855)) ([739eaa7](feast-dev@739eaa7))
* Feast Operator support log level configuration for services ([feast-dev#4808](feast-dev#4808)) ([19424bc](feast-dev@19424bc))
* Go Operator - Parsing the output to go structs ([feast-dev#4832](feast-dev#4832)) ([732865f](feast-dev@732865f))
* Implement `date_partition_column` for `SparkSource` ([feast-dev#4844](feast-dev#4844)) ([c5ffa03](feast-dev@c5ffa03))
* Loading the CA trusted store certificate into Feast to verify the public certificate. ([feast-dev#4852](feast-dev#4852)) ([132ce2a](feast-dev@132ce2a))
* Operator E2E test to validate FeatureStore custom resource using remote registry ([feast-dev#4822](feast-dev#4822)) ([d558ef7](feast-dev@d558ef7))
* Operator improvements ([feast-dev#4928](feast-dev#4928)) ([7a1f4dd](feast-dev@7a1f4dd))
* Removing the tls_verify_client flag from feast cli for offline server. ([feast-dev#4842](feast-dev#4842)) ([8320e23](feast-dev@8320e23))
* Separating the RBAC and Remote related integration tests. ([feast-dev#4905](feast-dev#4905)) ([76e1e21](feast-dev@76e1e21))
* Snyk vulnerability issues fix. ([feast-dev#4867](feast-dev#4867)) ([dbc9207](feast-dev@dbc9207)), closes [#6](feast-dev#6) [#3](feast-dev#3) [#4](feast-dev#4)
* Use ASOF JOIN in Snowflake offline store query ([feast-dev#4850](feast-dev#4850)) ([8f591a2](feast-dev@8f591a2))

### Reverts

* Revert "chore: Add Milvus to pr_integration_tests.yml" ([feast-dev#4900](feast-dev#4900)) ([07958f7](feast-dev@07958f7)), closes [feast-dev#4891](feast-dev#4891)
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Reviewers

@franciscojavierarceo franciscojavierarceo franciscojavierarceo approved these changes

Uh oh!

There was an error while loading. Please reload this page.

Assignees

No one assigned

Labels

ok-to-test

Projects

None yet

Milestone

No milestone

Development

Successfully merging this pull request may close these issues.

Use ASOF JOIN in Snowflake Source

Uh oh!

There was an error while loading. Please reload this page.

2 participants

@nanohanno @franciscojavierarceo
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.
You are visitor 01402503 — GeezerVison does not store the pages you look up.
Best viewed with Netscape Navigator 4.7 or Internet Explorer 6 at 800×600. No cookies required.