CustomExpressionQueryScalingConfiguration¶

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

Bases: oci.data_science.models.scaling_configuration.ScalingConfiguration

The scaling configuration for the custom metric expression rule.

Attributes

`SCALING_CONFIGURATION_TYPE_QUERY`	str(object=’’) -> str
`SCALING_CONFIGURATION_TYPE_THRESHOLD`	str(object=’’) -> str
`instance_count_adjustment`	Gets the instance_count_adjustment of this ScalingConfiguration.
`pending_duration`	Gets the pending_duration of this ScalingConfiguration.
`query`	[Required] Gets the query of this CustomExpressionQueryScalingConfiguration.
`scaling_configuration_type`	[Required] Gets the scaling_configuration_type of this ScalingConfiguration.

Methods

`__init__`(**kwargs)	Initializes a new CustomExpressionQueryScalingConfiguration 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.

SCALING_CONFIGURATION_TYPE_QUERY = 'QUERY'¶

SCALING_CONFIGURATION_TYPE_THRESHOLD = 'THRESHOLD'¶

__init__(**kwargs)¶

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

Parameters:

scaling_configuration_type (str) – The value to assign to the scaling_configuration_type property of this CustomExpressionQueryScalingConfiguration. Allowed values for this property are: “THRESHOLD”, “QUERY”, ‘UNKNOWN_ENUM_VALUE’. Any unrecognized values returned by a service will be mapped to ‘UNKNOWN_ENUM_VALUE’.
pending_duration (str) – The value to assign to the pending_duration property of this CustomExpressionQueryScalingConfiguration.
instance_count_adjustment (int) – The value to assign to the instance_count_adjustment property of this CustomExpressionQueryScalingConfiguration.
query (str) – The value to assign to the query property of this CustomExpressionQueryScalingConfiguration.

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.

instance_count_adjustment¶

Gets the instance_count_adjustment of this ScalingConfiguration. The value is used for adjusting the count of instances by.

Returns:	The instance_count_adjustment of this ScalingConfiguration.
Return type:	int

pending_duration¶

Gets the pending_duration of this ScalingConfiguration. The period of time that the condition defined in the alarm must persist before the alarm state changes from “OK” to “FIRING” or vice versa. For example, a value of 5 minutes means that the alarm must persist in breaching the condition for five minutes before the alarm updates its state to “FIRING”; likewise, the alarm must persist in not breaching the condition for five minutes before the alarm updates its state to “OK.”

The duration is specified as a string in ISO 8601 format (PT10M for ten minutes or PT1H for one hour). Minimum: PT3M. Maximum: PT1H. Default: PT3M.

Returns:	The pending_duration of this ScalingConfiguration.
Return type:	str

query¶

[Required] Gets the query of this CustomExpressionQueryScalingConfiguration. The Monitoring Query Language (MQL) expression to evaluate for the alarm. The Alarms feature of the Monitoring service interprets results for each returned time series as Boolean values, where zero represents false and a non-zero value represents true. A true value means that the trigger rule condition has been met. The query must specify a metric, statistic, interval, and trigger rule (threshold or absence). Supported values for interval: 1m-60m (also 1h). You can optionally specify dimensions and grouping functions. Supported grouping functions: grouping(), groupBy().

Example of threshold alarm:

CPUUtilization[1m]{resourceId = “MODEL_DEPLOYMENT_OCID”}.grouping().mean() < 25 CPUUtilization[1m]{resourceId = “MODEL_DEPLOYMENT_OCID”}.grouping().mean() > 75

Returns:	The query of this CustomExpressionQueryScalingConfiguration.
Return type:	str

scaling_configuration_type¶

[Required] Gets the scaling_configuration_type of this ScalingConfiguration. The type of scaling configuration.

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

Returns:	The scaling_configuration_type of this ScalingConfiguration.
Return type:	str