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[SDK] Enable resource specification for trial containers #2192
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Thank you for this great improvement @droctothorpe!
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Co-authored-by: shipengcheng1230 <shipengcheng1230@gmail.com> Co-authored-by: Andrey Velichkevich <andrey.velichkevich@gmail.com>
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Thank you for this great feature @droctothorpe!
/lgtm
/assign @tenzen-y @johnugeorge @gaocegege
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@droctothorpe Thanks!
/lgtm
/approve
[APPROVALNOTIFIER] This PR is APPROVED This pull-request has been approved by: droctothorpe, tenzen-y The full list of commands accepted by this bot can be found here. The pull request process is described here
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What this PR does / why we need it:
Currently, the only way to specify cpu and memory limits and requests for trial containers is by submitting a manifest directly. For example: here.
This PR adds resource specification capabilities to the SDK's
tune
method to achieve parity with direct manifest submission.resources_per_trial
defaults toNone
, which aligns with whatkubernetes.client.V1ResourceRequirements
defaults to, so whenresources_per_trial
is not specified, the behavior is unmodified.Which issue(s) this PR fixes
Fixes #2191