fix: Operator - remove default replicas setting from Feast Deployment #5294
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Signed-off-by: Tommy Hughes <[email protected]>
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jyejare
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Apr 24, 2025
franciscojavierarceo
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# [0.49.0](v0.48.0...v0.49.0) (2025-04-29) ### Bug Fixes * Adding brackets to unit tests ([c46fea3](c46fea3)) * Adding logic back for a step ([2bb240b](2bb240b)) * Adjustment for unit test action ([a6f78ae](a6f78ae)) * Allow get_historical_features with only On Demand Feature View ([#5256](#5256)) ([0752795](0752795)) * CI adjustment ([3850643](3850643)) * Embed Query configuration breaks when switching between DataFrame and SQL ([#5257](#5257)) ([32375a5](32375a5)) * Fix for proto issue in utils ([1b291b2](1b291b2)) * Fix milvus online_read ([#5233](#5233)) ([4b91f26](4b91f26)) * Fix tests ([431d9b8](431d9b8)) * Fixed Permissions object parameter in example ([#5259](#5259)) ([045c100](045c100)) * Java CI [#12](#12) ([d7e44ac](d7e44ac)) * Java PR [#15](#15) ([a5da3bb](a5da3bb)) * Java PR [#16](#16) ([e0320fe](e0320fe)) * Java PR [#17](#17) ([49da810](49da810)) * Materialization logs ([#5243](#5243)) ([4aa2f49](4aa2f49)) * Moving to custom github action for checking skip tests ([caf312e](caf312e)) * Operator - remove default replicas setting from Feast Deployment ([#5294](#5294)) ([e416d01](e416d01)) * Patch java pr [#14](#14) ([592526c](592526c)) * Patch update for test ([a3e8967](a3e8967)) * Remove conditional from steps ([995307f](995307f)) * Remove misleading HTTP prefix from gRPC endpoints in logs and doc ([#5280](#5280)) ([0ee3a1e](0ee3a1e)) * removing id ([268ade2](268ade2)) * Renaming workflow file ([5f46279](5f46279)) * Resolve `no pq wrapper` import issue ([#5240](#5240)) ([d5906f1](d5906f1)) * Update actions to remove check skip tests ([#5275](#5275)) ([b976f27](b976f27)) * Update docling demo ([446efea](446efea)) * Update java pr [#13](#13) ([fda7db7](fda7db7)) * Update java_pr ([fa138f4](fa138f4)) * Update repo_config.py ([6a59815](6a59815)) * Update unit tests workflow ([06486a0](06486a0)) * Updated docs for docling demo ([768e6cc](768e6cc)) * Updating action for unit tests ([0996c28](0996c28)) * Updating github actions to filter at job level ([0a09622](0a09622)) * Updating Java CI ([c7c3a3c](c7c3a3c)) * Updating java pr to skip tests ([e997dd9](e997dd9)) * Updating workflows ([c66bcd2](c66bcd2)) ### Features * Add date_partition_column_format for spark source ([#5273](#5273)) ([7a61d6f](7a61d6f)) * Add Milvus tutorial with Feast integration ([#5292](#5292)) ([a1388a5](a1388a5)) * Add pgvector tutorial with PostgreSQL integration ([#5290](#5290)) ([bb1cbea](bb1cbea)) * Add ReactFlow visualization for Feast registry metadata ([#5297](#5297)) ([9768970](9768970)) * Add retrieve online documents v2 method into pgvector ([#5253](#5253)) ([6770ee6](6770ee6)) * Compute Engine Initial Implementation ([#5223](#5223)) ([64bdafd](64bdafd)) * Enable write node for compute engine ([#5287](#5287)) ([f9baf97](f9baf97)) * Local compute engine ([#5278](#5278)) ([8e06dfe](8e06dfe)) * Make transform on writes configurable for ingestion ([#5283](#5283)) ([ecad170](ecad170)) * Offline store update pull_all_from_table_or_query to make timestampfield optional ([#5281](#5281)) ([4b94608](4b94608)) * Serialization version 2 deprecation notice ([#5248](#5248)) ([327d99d](327d99d)) * Vector length definition moved to Feature View from Config ([#5289](#5289)) ([d8f1c97](d8f1c97))
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…feast-dev#5294) Operator: remove default replicas setting from Deployment Signed-off-by: Tommy Hughes <[email protected]> Signed-off-by: Jacob Weinhold <[email protected]>
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# [0.49.0](feast-dev/feast@v0.48.0...v0.49.0) (2025-04-29) ### Bug Fixes * Adding brackets to unit tests ([c46fea3](feast-dev@c46fea3)) * Adding logic back for a step ([2bb240b](feast-dev@2bb240b)) * Adjustment for unit test action ([a6f78ae](feast-dev@a6f78ae)) * Allow get_historical_features with only On Demand Feature View ([feast-dev#5256](feast-dev#5256)) ([0752795](feast-dev@0752795)) * CI adjustment ([3850643](feast-dev@3850643)) * Embed Query configuration breaks when switching between DataFrame and SQL ([feast-dev#5257](feast-dev#5257)) ([32375a5](feast-dev@32375a5)) * Fix for proto issue in utils ([1b291b2](feast-dev@1b291b2)) * Fix milvus online_read ([feast-dev#5233](feast-dev#5233)) ([4b91f26](feast-dev@4b91f26)) * Fix tests ([431d9b8](feast-dev@431d9b8)) * Fixed Permissions object parameter in example ([feast-dev#5259](feast-dev#5259)) ([045c100](feast-dev@045c100)) * Java CI [feast-dev#12](feast-dev#12) ([d7e44ac](feast-dev@d7e44ac)) * Java PR [feast-dev#15](feast-dev#15) ([a5da3bb](feast-dev@a5da3bb)) * Java PR [feast-dev#16](feast-dev#16) ([e0320fe](feast-dev@e0320fe)) * Java PR [feast-dev#17](feast-dev#17) ([49da810](feast-dev@49da810)) * Materialization logs ([feast-dev#5243](feast-dev#5243)) ([4aa2f49](feast-dev@4aa2f49)) * Moving to custom github action for checking skip tests ([caf312e](feast-dev@caf312e)) * Operator - remove default replicas setting from Feast Deployment ([feast-dev#5294](feast-dev#5294)) ([e416d01](feast-dev@e416d01)) * Patch java pr [feast-dev#14](feast-dev#14) ([592526c](feast-dev@592526c)) * Patch update for test ([a3e8967](feast-dev@a3e8967)) * Remove conditional from steps ([995307f](feast-dev@995307f)) * Remove misleading HTTP prefix from gRPC endpoints in logs and doc ([feast-dev#5280](feast-dev#5280)) ([0ee3a1e](feast-dev@0ee3a1e)) * removing id ([268ade2](feast-dev@268ade2)) * Renaming workflow file ([5f46279](feast-dev@5f46279)) * Resolve `no pq wrapper` import issue ([feast-dev#5240](feast-dev#5240)) ([d5906f1](feast-dev@d5906f1)) * Update actions to remove check skip tests ([feast-dev#5275](feast-dev#5275)) ([b976f27](feast-dev@b976f27)) * Update docling demo ([446efea](feast-dev@446efea)) * Update java pr [feast-dev#13](feast-dev#13) ([fda7db7](feast-dev@fda7db7)) * Update java_pr ([fa138f4](feast-dev@fa138f4)) * Update repo_config.py ([6a59815](feast-dev@6a59815)) * Update unit tests workflow ([06486a0](feast-dev@06486a0)) * Updated docs for docling demo ([768e6cc](feast-dev@768e6cc)) * Updating action for unit tests ([0996c28](feast-dev@0996c28)) * Updating github actions to filter at job level ([0a09622](feast-dev@0a09622)) * Updating Java CI ([c7c3a3c](feast-dev@c7c3a3c)) * Updating java pr to skip tests ([e997dd9](feast-dev@e997dd9)) * Updating workflows ([c66bcd2](feast-dev@c66bcd2)) ### Features * Add date_partition_column_format for spark source ([feast-dev#5273](feast-dev#5273)) ([7a61d6f](feast-dev@7a61d6f)) * Add Milvus tutorial with Feast integration ([feast-dev#5292](feast-dev#5292)) ([a1388a5](feast-dev@a1388a5)) * Add pgvector tutorial with PostgreSQL integration ([feast-dev#5290](feast-dev#5290)) ([bb1cbea](feast-dev@bb1cbea)) * Add ReactFlow visualization for Feast registry metadata ([feast-dev#5297](feast-dev#5297)) ([9768970](feast-dev@9768970)) * Add retrieve online documents v2 method into pgvector ([feast-dev#5253](feast-dev#5253)) ([6770ee6](feast-dev@6770ee6)) * Compute Engine Initial Implementation ([feast-dev#5223](feast-dev#5223)) ([64bdafd](feast-dev@64bdafd)) * Enable write node for compute engine ([feast-dev#5287](feast-dev#5287)) ([f9baf97](feast-dev@f9baf97)) * Local compute engine ([feast-dev#5278](feast-dev#5278)) ([8e06dfe](feast-dev@8e06dfe)) * Make transform on writes configurable for ingestion ([feast-dev#5283](feast-dev#5283)) ([ecad170](feast-dev@ecad170)) * Offline store update pull_all_from_table_or_query to make timestampfield optional ([feast-dev#5281](feast-dev#5281)) ([4b94608](feast-dev@4b94608)) * Serialization version 2 deprecation notice ([feast-dev#5248](feast-dev#5248)) ([327d99d](feast-dev@327d99d)) * Vector length definition moved to Feature View from Config ([feast-dev#5289](feast-dev#5289)) ([d8f1c97](feast-dev@d8f1c97)) Signed-off-by: Jacob Weinhold <[email protected]>
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What this PR does / why we need it:
With this PR, the Operator will honor whatever number of replicas the Feast Deployment is scaled to (by the user, HPA, etc.).
Currently, the Operator enforces only 1 replica per Feature Store Deployment. We should leave this up to the user. While Feast does not support any kind of HA implementation, certain data store types may support horizontal scaling of feast.
Doing this also gets the Operator out of the business of making any future HA or scaling decisions.
Which issue(s) this PR fixes:
Misc