/AWS1/CL_SGMMETRICSCONFIG¶
The configuration for Utilization metrics.
CONSTRUCTOR¶
IMPORTING¶
Optional arguments:¶
iv_enableenhancedmetrics TYPE /AWS1/SGMENABLEENHANCEDMETRICS /AWS1/SGMENABLEENHANCEDMETRICS¶
Specifies whether to enable enhanced metrics for the endpoint. Enhanced metrics provide utilization and invocation data at instance and container granularity. Container granularity is supported for Inference Components. The default is
False.
iv_enbldetailedobservability TYPE /AWS1/SGMENBETAILEDOBSERVABI00 /AWS1/SGMENBETAILEDOBSERVABI00¶
Indicates whether detailed observability is enabled for the endpoint. When set to
True, the following metrics are published at the configured frequency:
Container-level inference metrics scraped from the container's Prometheus endpoint (such as request latency, error counts, and throughput). Available metrics vary by framework.
Per-GPU metrics (utilization, memory, and temperature) attributed to individual inference components.
Per-instance host metrics (CPU, memory, and disk utilization).
Inference component placement metrics (copy count per Availability Zone).
For first-party and Deep Learning Containers (DLC), the Prometheus endpoint path is determined automatically. For Bring-Your-Own-Container (BYOC) cases, you can optionally set
ContainerMetricsConfigto specify a custom endpoint path. If not specified, the default path/metricson port8080is used.When set to
False, these additional metrics are not published. Standard invocation and utilization metrics controlled byEnableEnhancedMetricsare unaffected.The default value for new endpoint configurations is
True. For existing endpoint configurations created before this feature, the value isFalseunless explicitly set.
iv_metricpubfrequencyinsecs TYPE /AWS1/SGMMETRICPUBFREQUENCYI00 /AWS1/SGMMETRICPUBFREQUENCYI00¶
The interval, in seconds, at which metrics are published to Amazon CloudWatch. Defaults to
60. Valid values:10,30,60,120,180,240,300.When
EnableEnhancedMetricsis set toFalse, this interval applies to utilization metrics only. Invocation metrics continue to be published at the default 60-second interval. WhenEnableEnhancedMetricsis set toTrue, this interval applies to both utilization and invocation metrics.When
EnableDetailedObservabilityis set toTrue, this interval applies to per-GPU metrics, per-instance host metrics, container metrics, and fleet-level inference component lifecycle and placement metrics.
Queryable Attributes¶
EnableEnhancedMetrics¶
Specifies whether to enable enhanced metrics for the endpoint. Enhanced metrics provide utilization and invocation data at instance and container granularity. Container granularity is supported for Inference Components. The default is
False.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_ENABLEENHANCEDMETRICS() |
Getter for ENABLEENHANCEDMETRICS, with configurable default |
ASK_ENABLEENHANCEDMETRICS() |
Getter for ENABLEENHANCEDMETRICS w/ exceptions if field has |
HAS_ENABLEENHANCEDMETRICS() |
Determine if ENABLEENHANCEDMETRICS has a value |
EnableDetailedObservability¶
Indicates whether detailed observability is enabled for the endpoint. When set to
True, the following metrics are published at the configured frequency:
Container-level inference metrics scraped from the container's Prometheus endpoint (such as request latency, error counts, and throughput). Available metrics vary by framework.
Per-GPU metrics (utilization, memory, and temperature) attributed to individual inference components.
Per-instance host metrics (CPU, memory, and disk utilization).
Inference component placement metrics (copy count per Availability Zone).
For first-party and Deep Learning Containers (DLC), the Prometheus endpoint path is determined automatically. For Bring-Your-Own-Container (BYOC) cases, you can optionally set
ContainerMetricsConfigto specify a custom endpoint path. If not specified, the default path/metricson port8080is used.When set to
False, these additional metrics are not published. Standard invocation and utilization metrics controlled byEnableEnhancedMetricsare unaffected.The default value for new endpoint configurations is
True. For existing endpoint configurations created before this feature, the value isFalseunless explicitly set.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_ENBLDETEDOBSERVABILITY() |
Getter for ENABLEDETAILEDOBSERVABILITY, with configurable de |
ASK_ENBLDETEDOBSERVABILITY() |
Getter for ENABLEDETAILEDOBSERVABILITY w/ exceptions if fiel |
HAS_ENBLDETEDOBSERVABILITY() |
Determine if ENABLEDETAILEDOBSERVABILITY has a value |
MetricPublishFrequencyInSeconds¶
The interval, in seconds, at which metrics are published to Amazon CloudWatch. Defaults to
60. Valid values:10,30,60,120,180,240,300.When
EnableEnhancedMetricsis set toFalse, this interval applies to utilization metrics only. Invocation metrics continue to be published at the default 60-second interval. WhenEnableEnhancedMetricsis set toTrue, this interval applies to both utilization and invocation metrics.When
EnableDetailedObservabilityis set toTrue, this interval applies to per-GPU metrics, per-instance host metrics, container metrics, and fleet-level inference component lifecycle and placement metrics.
Accessible with the following methods¶
| Method | Description |
|---|---|
GET_METRICPUBFREQUENCYINSECS() |
Getter for METRICPUBFREQUENCYINSECONDS, with configurable de |
ASK_METRICPUBFREQUENCYINSECS() |
Getter for METRICPUBFREQUENCYINSECONDS w/ exceptions if fiel |
HAS_METRICPUBFREQUENCYINSECS() |
Determine if METRICPUBFREQUENCYINSECONDS has a value |