io.ray.serve.config.AutoscalingConfig Maven / Gradle / Ivy
package io.ray.serve.config;
import java.io.Serializable;
public class AutoscalingConfig implements Serializable {
private static final long serialVersionUID = 9135422781025005216L;
private int minReplicas = 1;
private int maxReplicas = 1;
private int targetOngoingRequests = 1;
/** How often to scrape for metrics */
private double metricsIntervalS = 10.0;
/** Time window to average over for metrics. */
private double lookBackPeriodS = 30.0;
/** Multiplicative "gain" factor to limit scaling decisions */
private double smoothingFactor = 1.0;
/** How long to wait before scaling down replicas */
private double downscaleDelayS = 600.0;
/** How long to wait before scaling up replicas */
private double upscaleDelayS = 30.0;
public int getMinReplicas() {
return minReplicas;
}
public void setMinReplicas(int minReplicas) {
this.minReplicas = minReplicas;
}
public int getMaxReplicas() {
return maxReplicas;
}
public void setMaxReplicas(int maxReplicas) {
this.maxReplicas = maxReplicas;
}
public int getTargetOngoingRequests() {
return targetOngoingRequests;
}
public void setTargetOngoingRequests(int targetOngoingRequests) {
this.targetOngoingRequests = targetOngoingRequests;
}
public double getMetricsIntervalS() {
return metricsIntervalS;
}
public void setMetricsIntervalS(double metricsIntervalS) {
this.metricsIntervalS = metricsIntervalS;
}
public double getLookBackPeriodS() {
return lookBackPeriodS;
}
public void setLookBackPeriodS(double lookBackPeriodS) {
this.lookBackPeriodS = lookBackPeriodS;
}
public double getSmoothingFactor() {
return smoothingFactor;
}
public void setSmoothingFactor(double smoothingFactor) {
this.smoothingFactor = smoothingFactor;
}
public double getDownscaleDelayS() {
return downscaleDelayS;
}
public void setDownscaleDelayS(double downscaleDelayS) {
this.downscaleDelayS = downscaleDelayS;
}
public double getUpscaleDelayS() {
return upscaleDelayS;
}
public void setUpscaleDelayS(double upscaleDelayS) {
this.upscaleDelayS = upscaleDelayS;
}
public io.ray.serve.generated.AutoscalingConfig toProto() {
return io.ray.serve.generated.AutoscalingConfig.newBuilder()
.setMinReplicas(minReplicas)
.setMaxReplicas(maxReplicas)
.setTargetOngoingRequests(targetOngoingRequests)
.setMetricsIntervalS(metricsIntervalS)
.setLookBackPeriodS(lookBackPeriodS)
.setSmoothingFactor(smoothingFactor)
.setDownscaleDelayS(downscaleDelayS)
.setUpscaleDelayS(upscaleDelayS)
.build();
}
}
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