feat: adds k8s config options to Bytewax materialization engine #3518
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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
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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