feat: adds k8s config options to Bytewax materialization engine#3518
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achals merged 1 commit intofeast-dev:masterfrom Mar 4, 2023
Merged
feat: adds k8s config options to Bytewax materialization engine#3518achals merged 1 commit intofeast-dev:masterfrom
achals merged 1 commit intofeast-dev:masterfrom
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Signed-off-by: adamschmidt <[email protected]>
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[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: achals, adamschmidt, whoahbot The full list of commands accepted by this bot can be found here. The pull request process is described here DetailsNeeds approval from an approver in each of these files:
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kevjumba
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Mar 17, 2023
# [0.30.0](v0.29.0...v0.30.0) (2023-03-17) ### Bug Fixes * Add description attribute to the Field.from_proto method ([#3469](#3469)) ([473f8d9](473f8d9)) * Add filesystem kwargs when read prev_table on FileRetrievalJob (… ([#3491](#3491)) ([dca4745](dca4745)), closes [#3490](#3490) * Feature view `entities` from_proto type ([#3524](#3524)) ([57bbb61](57bbb61)) * Fix missing requests requirement after GCP requirement removed. Make BigQuerySource not require gcp extra ([2c85421](2c85421)) * Fix SQL Registry cache miss ([#3482](#3482)) ([3249b97](3249b97)) * Fixed path inside quickstart notebook ([#3456](#3456)) ([66edc32](66edc32)) * Improve BQ point-in-time joining scalability ([#3429](#3429)) ([ff66784](ff66784)) * Pin typeguard to 2.13.3 which is what we are currently using. ([#3542](#3542)) ([61f6fb0](61f6fb0)) * Protobuf lower bound to 3.20 to alert that Feast is incompatible with tensorflow ([#3476](#3476)) ([9ca59e3](9ca59e3)) * Spark kafka processor sorting ([#3479](#3479)) ([f2cbf43](f2cbf43)) * UI working behind base url ([#3514](#3514)) ([9a3fd98](9a3fd98)) * Update go dependencies ([#3512](#3512)) ([bada97c](bada97c)) ### Features * Add Rockset as an OnlineStore ([#3405](#3405)) ([fd91cda](fd91cda)) * Add Snowflake Registry ([#3363](#3363)) ([ec1e61d](ec1e61d)) * Adding query timeout to `to_df` and `to_arrow` retrieval methods ([#3505](#3505)) ([bab6644](bab6644)) * adds k8s config options to Bytewax materialization engine ([#3518](#3518)) ([1883f55](1883f55))
achals
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Mar 24, 2023
# [0.30.0](v0.29.0...v0.30.0) (2023-03-24) ### Bug Fixes * Add description attribute to the Field.from_proto method ([#3469](#3469)) ([473f8d9](473f8d9)) * Add filesystem kwargs when read prev_table on FileRetrievalJob (… ([#3491](#3491)) ([dca4745](dca4745)), closes [#3490](#3490) * Bytewax image pull secret config ([#3547](#3547)) ([d2d13b1](d2d13b1)) * Clean up Rockset Online Store for use ([#3549](#3549)) ([a76c6d0](a76c6d0)) * Feature view `entities` from_proto type ([#3524](#3524)) ([57bbb61](57bbb61)) * Fix missing requests requirement after GCP requirement removed. Make BigQuerySource not require gcp extra ([2c85421](2c85421)) * Fix SQL Registry cache miss ([#3482](#3482)) ([3249b97](3249b97)) * Fixed path inside quickstart notebook ([#3456](#3456)) ([66edc32](66edc32)) * Improve BQ point-in-time joining scalability ([#3429](#3429)) ([ff66784](ff66784)) * Pin typeguard to 2.13.3 which is what we are currently using. ([#3542](#3542)) ([61f6fb0](61f6fb0)) * Protobuf lower bound to 3.20 to alert that Feast is incompatible with tensorflow ([#3476](#3476)) ([9ca59e3](9ca59e3)) * Spark kafka processor sorting ([#3479](#3479)) ([f2cbf43](f2cbf43)) * UI working behind base url ([#3514](#3514)) ([9a3fd98](9a3fd98)) * Update go dependencies ([#3512](#3512)) ([bada97c](bada97c)) ### Features * Add Rockset as an OnlineStore ([#3405](#3405)) ([fd91cda](fd91cda)) * Add Snowflake Registry ([#3363](#3363)) ([ec1e61d](ec1e61d)) * Added SnowflakeConnection caching ([#3531](#3531)) ([f9f8df2](f9f8df2)) * Adding query timeout to `to_df` and `to_arrow` retrieval methods ([#3505](#3505)) ([bab6644](bab6644)) * adds k8s config options to Bytewax materialization engine ([#3518](#3518)) ([1883f55](1883f55))
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What this PR does / why we need it:
This PR adds configuration options to the Bytewax materialization engine so that it can be configured to run on at-scale Kubernetes clusters.
The Bytewax materialization engine now supports the following options:
image_pull_secretsso that you can pull your engine container from a secured repositoryservice_account_nameso that the job can run under a service accountannotationsfor attaching metadata to the job descriptor. Useful for tying the job container to an AWS role when running on EKSresourcesfor fine-tuning the memory and CPU requirements of the materialization engineExample of full configuration is included in the updated documentation:
Which issue(s) this PR fixes:
Fixes #3517