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feat: Add Hazelcast as an online store #3523

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merged 3 commits into from
Mar 25, 2023

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mehmettokgoz
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What this PR does / why we need it:
This PR adds Hazelcast as an online store. The implementation cover the online_write_batch, online_read, teardown and update methods and adds interactive CLI to initialize Hazelcast template.

Signed-off by: Mehmet Tokgöz [email protected]

Which issue(s) this PR fixes:

Fixes #
No related issue.

@achals achals self-requested a review March 7, 2023 19:42
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Looks mostly good - going to do one more pass over when I have some bandwidth!

ssl_cafile_path: /path/to/ca/file
ssl_certfile_path: /path/to/cert/file
ssl_keyfile_path: /path/to/key/file
ssl_password: <YOUR_SSL_PASSWORD>
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nit, this should be read from the enrvironment instead of being hardcoded in the feature_store.yaml file.

Suggested change
ssl_password: <YOUR_SSL_PASSWORD>
ssl_password: ${SSL_PASSWORD} # This value will be read form the `SSL_PASSWORD` environment variable.

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That's a good idea, thanks! Replaced the SSL password with environment variable at dad8fc4.

ssl_cafile_path: /path/to/ca/file
ssl_certfile_path: /path/to/cert/file
ssl_keyfile_path: /path/to/key/file
ssl_password: <YOUR_SSL_PASSWORD>
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Same comment.

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for entity_key, values, event_ts, created_ts in data:
entity_key_str = base64.b64encode(
serialize_entity_key(
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For new online stores, we should just be using entity_key_serialization_version=2.

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Replaced the config parameter with version 2 at dad8fc4.

entity_keys_str = {}
for entity_key in entity_keys:
entity_key_str = base64.b64encode(
serialize_entity_key(
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same comment.

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@mehmettokgoz mehmettokgoz Mar 22, 2023

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@achals
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achals commented Mar 7, 2023

/ok-to-test

@mehmettokgoz
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Hey @achals 👋 I've updated the PR and addressed your review comments. Let me know if you need my help! I've also tested manually using the template and the test workflow runs correctly.

Signed-off-by: mehmettokgoz <[email protected]>
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/ok-to-test
/lgtm

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: achals, mehmettokgoz

The full list of commands accepted by this bot can be found here.

The pull request process is described here

Needs approval from an approver in each of these files:

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@feast-ci-bot feast-ci-bot merged commit b05d50b into feast-dev:master Mar 25, 2023
felixwang9817 pushed a commit that referenced this pull request Apr 21, 2023
# [0.31.0](v0.30.0...v0.31.0) (2023-04-21)

### Bug Fixes

* Add Stream Feature Views to helper that collect Feature View names ([#3582](#3582)) ([7854f63](7854f63))
* Add StreamFeatureViewSpec to FeastObjectSpecProto convenience type ([#3550](#3550)) ([3cefd6c](3cefd6c))
* Batch Snowflake materialization queries to obey Snowpark 100 fea… ([#3406](#3406)) ([f9862b5](f9862b5))
* Bytewax materializer security context ([#3573](#3573)) ([6794338](6794338))
* **cI:** Install coreutils in mac github workers for smoke test ([#3563](#3563)) ([e7421c1](e7421c1))
* Fix bug with no SqlRegistryConfig class ([#3586](#3586)) ([6dc1368](6dc1368))
* Fix Snowflake template ([#3584](#3584)) ([6c09c39](6c09c39))
* Make snowflake to remote tables temporary ([#3588](#3588)) ([ad48146](ad48146))
* Remove snowflake source warehouse tech debt ([#3422](#3422)) ([7da0580](7da0580))
* Snowflake remote storage ([#3574](#3574)) ([f8d3890](f8d3890))
* Support param timeout when persisting ([#3593](#3593)) ([01a98f0](01a98f0))
* Use pyarrow in a way that works across versions ([#3562](#3562)) ([1289f3f](1289f3f))
* Wrap the bigquery table name with backtick. ([#3577](#3577)) ([09f0e7e](09f0e7e))

### Features

* Add AWS Redshift Serverless support ([#3595](#3595)) ([58ce148](58ce148))
* Add Hazelcast as an online store ([#3523](#3523)) ([b05d50b](b05d50b))
* Cache Bigtable client ([#3602](#3602)) ([b27472f](b27472f))
* Relax aws extras requirements ([#3585](#3585)) ([7e77382](7e77382))
* Show bigquery datasource table and query on UI ([#3600](#3600)) ([58d63f7](58d63f7))
* Update snowflake offline store job output formats -- added arrow ([#3589](#3589)) ([be3e349](be3e349))
zerafachris pushed a commit to zerafachris/feast that referenced this pull request Mar 5, 2024
# [0.31.0](feast-dev/feast@v0.30.0...v0.31.0) (2023-04-21)

### Bug Fixes

* Add Stream Feature Views to helper that collect Feature View names ([feast-dev#3582](feast-dev#3582)) ([7854f63](feast-dev@7854f63))
* Add StreamFeatureViewSpec to FeastObjectSpecProto convenience type ([feast-dev#3550](feast-dev#3550)) ([3cefd6c](feast-dev@3cefd6c))
* Batch Snowflake materialization queries to obey Snowpark 100 fea… ([feast-dev#3406](feast-dev#3406)) ([f9862b5](feast-dev@f9862b5))
* Bytewax materializer security context ([feast-dev#3573](feast-dev#3573)) ([6794338](feast-dev@6794338))
* **cI:** Install coreutils in mac github workers for smoke test ([feast-dev#3563](feast-dev#3563)) ([e7421c1](feast-dev@e7421c1))
* Fix bug with no SqlRegistryConfig class ([feast-dev#3586](feast-dev#3586)) ([6dc1368](feast-dev@6dc1368))
* Fix Snowflake template ([feast-dev#3584](feast-dev#3584)) ([6c09c39](feast-dev@6c09c39))
* Make snowflake to remote tables temporary ([feast-dev#3588](feast-dev#3588)) ([ad48146](feast-dev@ad48146))
* Remove snowflake source warehouse tech debt ([feast-dev#3422](feast-dev#3422)) ([7da0580](feast-dev@7da0580))
* Snowflake remote storage ([feast-dev#3574](feast-dev#3574)) ([f8d3890](feast-dev@f8d3890))
* Support param timeout when persisting ([feast-dev#3593](feast-dev#3593)) ([01a98f0](feast-dev@01a98f0))
* Use pyarrow in a way that works across versions ([feast-dev#3562](feast-dev#3562)) ([1289f3f](feast-dev@1289f3f))
* Wrap the bigquery table name with backtick. ([feast-dev#3577](feast-dev#3577)) ([09f0e7e](feast-dev@09f0e7e))

### Features

* Add AWS Redshift Serverless support ([feast-dev#3595](feast-dev#3595)) ([58ce148](feast-dev@58ce148))
* Add Hazelcast as an online store ([feast-dev#3523](feast-dev#3523)) ([b05d50b](feast-dev@b05d50b))
* Cache Bigtable client ([feast-dev#3602](feast-dev#3602)) ([b27472f](feast-dev@b27472f))
* Relax aws extras requirements ([feast-dev#3585](feast-dev#3585)) ([7e77382](feast-dev@7e77382))
* Show bigquery datasource table and query on UI ([feast-dev#3600](feast-dev#3600)) ([58d63f7](feast-dev@58d63f7))
* Update snowflake offline store job output formats -- added arrow ([feast-dev#3589](feast-dev#3589)) ([be3e349](feast-dev@be3e349))

Signed-off-by: zerafachris PERSONAL <[email protected]>
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3 participants