(Deprecated) feat: Support DynamoDB as online store in Go feature server#5462
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iamcodingcat wants to merge 14 commits intofeast-dev:masterfrom
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(Deprecated) feat: Support DynamoDB as online store in Go feature server#5462iamcodingcat wants to merge 14 commits intofeast-dev:masterfrom
iamcodingcat wants to merge 14 commits intofeast-dev:masterfrom
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jyejare
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Jun 24, 2025
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LGTM, have some questions/comments.
| github.com/mattn/go-sqlite3 v1.14.23 | ||
| github.com/pkg/errors v0.9.1 | ||
| github.com/redis/go-redis/v9 v9.6.1 | ||
| github.com/roberson-io/mmh3 v0.0.0-20190729202758-fdfce3ba6225 |
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@franciscojavierarceo @tchughesiv How are we treating these external/personal repos as a safe repositories to use ?
Something like govulncheck Github Action should really help.
iamcodingcat
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Jun 24, 2025
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I just add this only one test code for dynamodb as online store. Should I write more test code?
iamcodingcat
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Jun 24, 2025
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I use this same serializeEntityKey method that is used in redis online store. So I think that this method is common. So, I move this method to onlinestore.go.
jyejare
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Jun 24, 2025
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@iamcodingcat Please sign the commit, one of the checks are failing. |
Signed-off-by: iamcodingcat <joyh951021@gmail.com>
Signed-off-by: iamcodingcat <joyh951021@gmail.com>
Signed-off-by: iamcodingcat <joyh951021@gmail.com>
Signed-off-by: iamcodingcat <joyh951021@gmail.com>
Signed-off-by: iamcodingcat <joyh951021@gmail.com>
…ture (feast-dev#5422) * Remote Write to Online Store Signed-off-by: jyejare <jyejare@redhat.com> * Comments Resolved and code shortened Signed-off-by: jyejare <jyejare@redhat.com> --------- Signed-off-by: jyejare <jyejare@redhat.com> Signed-off-by: iamcodingcat <joyh951021@gmail.com>
Signed-off-by: iamcodingcat <joyh951021@gmail.com>
…t-dev#5454) * Make batch_source optional in PushSource (feast-dev#5440) Signed-off-by: snehsuresh <snehsuresh02@gmail.com> * docs: make batch_source optional in PushSource Signed-off-by: snehsuresh <snehsuresh02@gmail.com> * refactor: remove comment Signed-off-by: snehsuresh <snehsuresh02@gmail.com> * fix: ensure batch_source is valid DataSource after null check Signed-off-by: snehsuresh <snehsuresh02@gmail.com> --------- Signed-off-by: snehsuresh <snehsuresh02@gmail.com> Signed-off-by: iamcodingcat <joyh951021@gmail.com>
…ing (feast-dev#5446) Signed-off-by: Srihari <svenkata@redhat.com> Signed-off-by: iamcodingcat <joyh951021@gmail.com>
…functionality Signed-off-by: Srihari <svenkata@redhat.com> Signed-off-by: iamcodingcat <joyh951021@gmail.com>
…east-dev#5423) * feat: Added HybridOnlineStore for multi-backend online store routing - Implements HybridOnlineStore, enabling routing of online feature operations to different backends based on a configurable tag (e.g., tribe, team, or project) on the FeatureView. - Adds support for specifying the routing tag name via the 'routing_tag' field in the online_store config, allowing flexible backend selection. - Supports multi-tenancy and flexible data management by allowing multiple online store backends in a single Feast deployment. - added documentation - fixed linter raised issues Signed-off-by: r0b0fyi <renukaprasannakumar.badugu@walmart.com> * feat: Added HybridOnlineStore for multi-backend online store routing - Implements HybridOnlineStore, enabling routing of online feature operations to different backends based on a configurable tag (e.g., tribe, team, or project) on the FeatureView. - Adds support for specifying the routing tag name via the 'routing_tag' field in the online_store config, allowing flexible backend selection. - Supports multi-tenancy and flexible data management by allowing multiple online store backends in a single Feast deployment. - added documentation - fixed linter raised issues Signed-off-by: r0b0fyi <renukaprasannakumar.badugu@walmart.com> --------- Signed-off-by: r0b0fyi <renukaprasannakumar.badugu@walmart.com> Co-authored-by: r0b0fyi <renukaprasannakumar.badugu@walmart.com> Signed-off-by: iamcodingcat <joyh951021@gmail.com>
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@jyejare I am twisted at git commit history for signing my commits. 😢 I made duplicate PR sync with latest master branch. |
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I close this PR and delete branch |
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What this PR does / why we need it:
For ultimate low latency feature serving, I am using Golang api server for production environment. Moreover, a few months ago, I developed the feature that integrates s3 registry into Golang api server.(#5352 , #5336)
I am using Golang api server with redis as online store. But redis is usually for cache server and have lower SLA than DynamoDB. So I tried to integrate dynamodb as online store in Golang api server and succeed it. I refer the source code from integrating dynamodb in python sdk.
Of course, I am not writing test code but I locally finish testing about this feature. After reviewing my PR, I will soon add test code for this. please review about this for me! Thanks.
For reference, I carefully see compatibility between python and go of
mmh3hash algorithm used for converting entity key to entity id(In feast python sdk, it use this). I use this Golang lib and I check the complete compatibility in this lib with python sdk. I found this issue while investigating this. In my local environment(64-bit little endian), the test was completed. I will test it on my production linux environment on k8s cluster, asap.Which issue(s) this PR fixes:
Golang api server can support DynamoDB as online store. About this, the issue(#3971) is made before. I will support this.
Misc
@shuchu @jyejare cc. @franciscojavierarceo