PredefinedMetricExpressionRule¶

class oci.data_science.models.PredefinedMetricExpressionRule(**kwargs)¶

Bases: oci.data_science.models.metric_expression_rule.MetricExpressionRule

An expression built using CPU or Memory metrics for triggering an autoscaling action on the model deployment.

Attributes

`METRIC_EXPRESSION_RULE_TYPE_CUSTOM_EXPRESSION`	str(object=’’) -> str
`METRIC_EXPRESSION_RULE_TYPE_PREDEFINED_EXPRESSION`	str(object=’’) -> str
`METRIC_TYPE_CPU_UTILIZATION`	A constant which can be used with the metric_type property of a PredefinedMetricExpressionRule.
`METRIC_TYPE_MEMORY_UTILIZATION`	A constant which can be used with the metric_type property of a PredefinedMetricExpressionRule.
`metric_expression_rule_type`	[Required] Gets the metric_expression_rule_type of this MetricExpressionRule.
`metric_type`	[Required] Gets the metric_type of this PredefinedMetricExpressionRule.
`scale_in_configuration`	[Required] Gets the scale_in_configuration of this PredefinedMetricExpressionRule.
`scale_out_configuration`	[Required] Gets the scale_out_configuration of this PredefinedMetricExpressionRule.

Methods

`__init__`(**kwargs)	Initializes a new PredefinedMetricExpressionRule object with values from keyword arguments.
`get_subtype`(object_dictionary)	Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

METRIC_EXPRESSION_RULE_TYPE_CUSTOM_EXPRESSION = 'CUSTOM_EXPRESSION'¶

METRIC_EXPRESSION_RULE_TYPE_PREDEFINED_EXPRESSION = 'PREDEFINED_EXPRESSION'¶

METRIC_TYPE_CPU_UTILIZATION = 'CPU_UTILIZATION'¶: A constant which can be used with the metric_type property of a PredefinedMetricExpressionRule. This constant has a value of “CPU_UTILIZATION”

METRIC_TYPE_MEMORY_UTILIZATION = 'MEMORY_UTILIZATION'¶: A constant which can be used with the metric_type property of a PredefinedMetricExpressionRule. This constant has a value of “MEMORY_UTILIZATION”

__init__(**kwargs)¶

Initializes a new PredefinedMetricExpressionRule object with values from keyword arguments. The default value of the metric_expression_rule_type attribute of this class is PREDEFINED_EXPRESSION and it should not be changed. The following keyword arguments are supported (corresponding to the getters/setters of this class):

Parameters:

metric_expression_rule_type (str) – The value to assign to the metric_expression_rule_type property of this PredefinedMetricExpressionRule. Allowed values for this property are: “PREDEFINED_EXPRESSION”, “CUSTOM_EXPRESSION”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
metric_type (str) – The value to assign to the metric_type property of this PredefinedMetricExpressionRule. Allowed values for this property are: “CPU_UTILIZATION”, “MEMORY_UTILIZATION”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
scale_in_configuration (oci.data_science.models.PredefinedExpressionThresholdScalingConfiguration) – The value to assign to the scale_in_configuration property of this PredefinedMetricExpressionRule.
scale_out_configuration (oci.data_science.models.PredefinedExpressionThresholdScalingConfiguration) – The value to assign to the scale_out_configuration property of this PredefinedMetricExpressionRule.

static get_subtype(object_dictionary)¶: Given the hash representation of a subtype of this class, use the info in the hash to return the class of the subtype.

metric_expression_rule_type¶

[Required] Gets the metric_expression_rule_type of this MetricExpressionRule. The metric expression for creating the alarm used to trigger autoscaling actions on the model deployment.

The following values are supported:

PREDEFINED_EXPRESSION: An expression built using CPU or Memory metrics emitted by the Model Deployment Monitoring.
CUSTOM_EXPRESSION: A custom Monitoring Query Language (MQL) expression.

Allowed values for this property are: “PREDEFINED_EXPRESSION”, “CUSTOM_EXPRESSION”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The metric_expression_rule_type of this MetricExpressionRule.
Return type:	str

metric_type¶

[Required] Gets the metric_type of this PredefinedMetricExpressionRule. Metric type

Allowed values for this property are: “CPU_UTILIZATION”, “MEMORY_UTILIZATION”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.

Returns:	The metric_type of this PredefinedMetricExpressionRule.
Return type:	str

scale_in_configuration¶

[Required] Gets the scale_in_configuration of this PredefinedMetricExpressionRule.

Returns:	The scale_in_configuration of this PredefinedMetricExpressionRule.
Return type:	oci.data_science.models.PredefinedExpressionThresholdScalingConfiguration

scale_out_configuration¶

[Required] Gets the scale_out_configuration of this PredefinedMetricExpressionRule.

Returns:	The scale_out_configuration of this PredefinedMetricExpressionRule.
Return type:	oci.data_science.models.PredefinedExpressionThresholdScalingConfiguration