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add activation feature for cpu & memory scaler #6172
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Signed-off-by: Kun Woo Yoo <vbtkdpf148@gmail.com>
Semgrep found 2 Consider to use well-defined context Ignore this finding from context-todo. |
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Signed-off-by: Kun Woo Yoo <vbtkdpf148@gmail.com>
Signed-off-by: Kun Woo Yoo <vbtkdpf148@gmail.com>
Semgrep found 1 Semgrep found a possible error wrong wrapped. Ignore this finding from wrong-wrapped-error. |
Semgrep found 1 Semgrep found a possible error wrong wrapped. Ignore this finding from wrong-wrapped-error. |
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Currently, the cpu & memory scalers lack the activation feature because they delegate the scaling responsibilities to the built-in Kubernetes HPA controller. As a result, even if the scale target is currently scaled-out by the cpu/memory metric being above the threshold value, if some other Keda scalers which use External Metrics are used in conjunction with the cpu/memory scaler, it will be deactivated (and thus scaled to zero) when all other scalers using External Metrics are deactivated.
Hence, my proposal is to introduce a way to check the activation of the cpu/memory scaler. Since the scaling behavior will be handled by the HPA controller, cpu/memory scaler only needs to feed in the activation value to the scaled object controller in its
GetMetricsAndActivity()
method. Moreover to enable such feature, I introduceactivationValue
field in cpu/memory trigger's metadata.Checklist
Fixes #6057
Relates to #