feat: Use ASOF JOIN in Snowflake offline store query #4850
Merged
Conversation
This file contains 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
Signed-off-by: hkuepers <[email protected]>
nanohanno
force-pushed
the
feature/snowflake_asof_join
branch
from
e47a253 to
da7b74a
Compare
|
Looks like integration tests are failing. |
Signed-off-by: hkuepers <[email protected]>
I did not realize that there are integation tests for Snowflake, that is great. |
added 3 commits
December 19, 2024 12:51
Signed-off-by: hkuepers <[email protected]>
Signed-off-by: hkuepers <[email protected]>
Signed-off-by: hkuepers <[email protected]>
nanohanno
force-pushed
the
feature/snowflake_asof_join
branch
from
710d1de to
6b6c48e
Compare
Hmm. Looks like it's still failing fyi. |
Signed-off-by: hkuepers <[email protected]>
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. |
franciscojavierarceo
approved these changes
Dec 23, 2024
franciscojavierarceo
pushed a commit
that referenced
this pull request
Jan 20, 2025
# [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
# [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
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:
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
ttlparameter 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?