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[Problem Statement] TEP for specifying resource requirements at runtime
This TEP addresses tektoncd/pipeline#4080 and tektoncd/pipeline#4326 by proposing new configuration to TaskRuns and PipelineTaskRuns that can override any Step resource requirements specified in a Task or PipelineTask.
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--- | ||
status: proposed | ||
title: Step Resources at Runtime | ||
creation-date: '2021-11-08' | ||
last-updated: '2021-11-08' | ||
authors: | ||
- '@lbernick' | ||
--- | ||
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# TEP-0094: Step Resources at Runtime | ||
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<!-- toc --> | ||
- [Summary](#summary) | ||
- [Motivation](#motivation) | ||
- [Goals](#goals) | ||
- [Non-Goals](#non-goals) | ||
- [Use Cases](#use-cases) | ||
- [Requirements](#requirements) | ||
<!-- /toc --> | ||
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## Summary | ||
Add runtime configuration options for setting resource requirements of `Step`s. | ||
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Currently, users can specify resource requirements in a `Task` definition, | ||
via the `Resources` field of each `Step`. However, there is currently no support | ||
for modifying these requirements in a `TaskRun` or `PipelineTaskRun`. | ||
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This TEP proposes adding a configuration option to `TaskRun` and `PipelineTaskRun` | ||
to override any `Step` resource requirements specified in a `Task` or `PipelineTask`. | ||
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## Motivation | ||
Compute resource requirements typically depend on runtime constraints. | ||
The following issues contain user requests for being able to modify resource requirements at runtime: | ||
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- [Allow usage of variable replacement when defining resource limits and requests](https://github.com/tektoncd/pipeline/issues/4080) | ||
- [Support specifying resource requests at TaskRun level](https://github.com/tektoncd/pipeline/issues/4326) | ||
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### Goals | ||
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Add configuration to `TaskRun` and `PipelineTaskRun` allowing users to specify resource requirements | ||
of `Step`s defined in a `Task` or `PipelineTask`. | ||
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### Non-Goals | ||
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- Ability to override other `Step` fields in a `TaskRun` or `PipelineTaskRun`. | ||
- Ability to specify combined resource requirements of all `Step`s at `Task` or `Pipeline` level. | ||
While this may be a valuable feature, it should be considered in a separate proposal. | ||
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### Use Cases | ||
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- Image or code building `Task`s can use different amounts of compute resources | ||
depending on the image or source being built. | ||
- Kubeflow pipelines and other data pipelines may have variable resource requirements | ||
depending on the data being processed. | ||
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## Requirements | ||
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- Users can specify `Step` resource requirements at runtime. | ||
- Users can specify `Step` resource requirements for `Task`s or `Pipeline`s they don't own, | ||
especially those in the Catalog. | ||
- Users can specify resource requirements for individual `Step`s. |
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