CostExplorer / Paginator / GetAnomalyMonitors

GetAnomalyMonitors

class CostExplorer.Paginator.GetAnomalyMonitors
paginator = client.get_paginator('get_anomaly_monitors')
paginate(**kwargs)

Creates an iterator that will paginate through responses from CostExplorer.Client.get_anomaly_monitors().

See also: AWS API Documentation

Request Syntax

response_iterator = paginator.paginate(
    MonitorArnList=[
        'string',
    ],
    PaginationConfig={
        'MaxItems': 123,
        'PageSize': 123,
        'StartingToken': 'string'
    }
)
Parameters:

  • MonitorArnList (list) –

    A list of cost anomaly monitor ARNs.

    • (string) –

  • PaginationConfig (dict) –

    A dictionary that provides parameters to control pagination.

    • MaxItems (integer) –

      The total number of items to return. If the total number of items available is more than the value specified in max-items then a NextToken will be provided in the output that you can use to resume pagination.

    • PageSize (integer) –

      The size of each page.

    • StartingToken (string) –

      A token to specify where to start paginating. This is the NextToken from a previous response.

Return type:

dict

Returns:

Response Syntax

{
    'AnomalyMonitors': [
        {
            'MonitorArn': 'string',
            'MonitorName': 'string',
            'CreationDate': 'string',
            'LastUpdatedDate': 'string',
            'LastEvaluatedDate': 'string',
            'MonitorType': 'DIMENSIONAL'|'CUSTOM',
            'MonitorDimension': 'SERVICE'|'LINKED_ACCOUNT'|'TAG'|'COST_CATEGORY',
            'MonitorSpecification': {
                'Or': [
                    {'... recursive ...'},
                ],
                'And': [
                    {'... recursive ...'},
                ],
                'Not': {'... recursive ...'},
                'Dimensions': {
                    'Key': 'AZ'|'INSTANCE_TYPE'|'LINKED_ACCOUNT'|'PAYER_ACCOUNT'|'LINKED_ACCOUNT_NAME'|'OPERATION'|'PURCHASE_TYPE'|'REGION'|'SERVICE'|'SERVICE_CODE'|'USAGE_TYPE'|'USAGE_TYPE_GROUP'|'RECORD_TYPE'|'OPERATING_SYSTEM'|'TENANCY'|'SCOPE'|'PLATFORM'|'SUBSCRIPTION_ID'|'LEGAL_ENTITY_NAME'|'DEPLOYMENT_OPTION'|'DATABASE_ENGINE'|'CACHE_ENGINE'|'INSTANCE_TYPE_FAMILY'|'BILLING_ENTITY'|'RESERVATION_ID'|'RESOURCE_ID'|'RIGHTSIZING_TYPE'|'SAVINGS_PLANS_TYPE'|'SAVINGS_PLAN_ARN'|'PAYMENT_OPTION'|'AGREEMENT_END_DATE_TIME_AFTER'|'AGREEMENT_END_DATE_TIME_BEFORE'|'INVOICING_ENTITY'|'ANOMALY_TOTAL_IMPACT_ABSOLUTE'|'ANOMALY_TOTAL_IMPACT_PERCENTAGE'|'PRODUCT_ATTRIBUTE',
                    'Values': [
                        'string',
                    ],
                    'MatchOptions': [
                        'EQUALS'|'ABSENT'|'STARTS_WITH'|'ENDS_WITH'|'CONTAINS'|'CASE_SENSITIVE'|'CASE_INSENSITIVE'|'GREATER_THAN_OR_EQUAL',
                    ]
                },
                'Tags': {
                    'Key': 'string',
                    'Values': [
                        'string',
                    ],
                    'MatchOptions': [
                        'EQUALS'|'ABSENT'|'STARTS_WITH'|'ENDS_WITH'|'CONTAINS'|'CASE_SENSITIVE'|'CASE_INSENSITIVE'|'GREATER_THAN_OR_EQUAL',
                    ]
                },
                'CostCategories': {
                    'Key': 'string',
                    'Values': [
                        'string',
                    ],
                    'MatchOptions': [
                        'EQUALS'|'ABSENT'|'STARTS_WITH'|'ENDS_WITH'|'CONTAINS'|'CASE_SENSITIVE'|'CASE_INSENSITIVE'|'GREATER_THAN_OR_EQUAL',
                    ]
                },
                'ProductAttributes': {
                    'Key': 'string',
                    'Values': [
                        'string',
                    ],
                    'MatchOptions': [
                        'EQUALS'|'ABSENT'|'STARTS_WITH'|'ENDS_WITH'|'CONTAINS'|'CASE_SENSITIVE'|'CASE_INSENSITIVE'|'GREATER_THAN_OR_EQUAL',
                    ]
                }
            },
            'DimensionalValueCount': 123
        },
    ],
    'NextToken': 'string'
}

Response Structure

  • (dict) –

    • AnomalyMonitors (list) –

      A list of cost anomaly monitors that includes the detailed metadata for each monitor.

      • (dict) –

        This object continuously inspects your account’s cost data for anomalies. It’s based on MonitorType and MonitorSpecification. The content consists of detailed metadata and the current status of the monitor object.

        • MonitorArn (string) –

          The Amazon Resource Name (ARN) value.

        • MonitorName (string) –

          The name of the monitor.

        • CreationDate (string) –

          The date when the monitor was created.

        • LastUpdatedDate (string) –

          The date when the monitor was last updated.

        • LastEvaluatedDate (string) –

          The date when the monitor last evaluated for anomalies.

        • MonitorType (string) –

          The type of the monitor.

          Set this to DIMENSIONAL for an Amazon Web Services managed monitor. Amazon Web Services managed monitors automatically track up to the top 5,000 values by cost within a dimension of your choosing. Each dimension value is evaluated independently. If you start incurring cost in a new value of your chosen dimension, it will automatically be analyzed by an Amazon Web Services managed monitor.

          Set this to CUSTOM for a customer managed monitor. Customer managed monitors let you select specific dimension values that get monitored in aggregate.

          For more information about monitor types, see Monitor types in the Billing and Cost Management User Guide.

        • MonitorDimension (string) –

          For customer managed monitors, do not specify this field.

          For Amazon Web Services managed monitors, this field controls which cost dimension is automatically analyzed by the monitor. For TAG and COST_CATEGORY dimensions, you must also specify MonitorSpecification to configure the specific tag or cost category key to analyze.

        • MonitorSpecification (dict) –

          An Expression object used to control what costs the monitor analyzes for anomalies.

          For Amazon Web Services managed monitors:

          • If MonitorDimension is SERVICE or LINKED_ACCOUNT, do not specify this field

          • If MonitorDimension is TAG, set this field to { "Tags": { "Key": "your tag key" } }

          • If MonitorDimension is COST_CATEGORY, set this field to { "CostCategories": { "Key": "your cost category key" } }

          For customer managed monitors:

          • To track linked accounts, set this field to { "Dimensions": { "Key": "LINKED_ACCOUNT", "Values": [ "your list of up to 10 account IDs" ] } }

          • To track cost allocation tags, set this field to { "Tags": { "Key": "your tag key", "Values": [ "your list of up to 10 tag values" ] } }

          • To track cost categories, set this field to { "CostCategories": { "Key": "your cost category key", "Values": [ "your cost category value" ] } }

          • Or (list) –

            Return results that match either Dimension object.

            • (dict) –

              Use Expression to filter in various Cost Explorer APIs.

              Not all Expression types are supported in each API. Refer to the documentation for each specific API to see what is supported.

              There are two patterns:

              • Simple dimension values.

                • There are four types of simple dimension values: CostCategories, Tags, Dimensions, and ProductAttributes.

                  • Specify the CostCategories field to define a filter that acts on Cost Categories.

                  • Specify the Tags field to define a filter that acts on Cost Allocation Tags.

                  • Specify the Dimensions field to define a filter that acts on the DimensionValues.

                  • Specify the ProductAttributes field to define a filter that acts on the product attributes of supported services, such as Amazon Bedrock. Only GetCostAndUsage, GetCostAndUsageWithResources, GetDimensionValues (in the COST_AND_USAGE context), GetTags, and GetCostCategories support ProductAttributes. For the supported services, keys and SERVICE filter rules, see ProductAttributeValues.

                • For each filter type, you can set the dimension name and values for the filters that you plan to use.

                  • For example, you can filter for REGION==us-east-1 OR REGION==us-west-1. For GetRightsizingRecommendation, the Region is a full name (for example, REGION==US East (N. Virginia).

                  • The corresponding Expression for this example is as follows: { "Dimensions": { "Key": "REGION", "Values": [ "us-east-1", "us-west-1" ] } }

                  • As shown in the previous example, lists of dimension values are combined with OR when applying the filter.

                • You can also set different match options to further control how the filter behaves. Not all APIs support match options. Refer to the documentation for each specific API to see what is supported.

                  • For example, you can filter for linked account names that start with “a”.

                  • The corresponding Expression for this example is as follows: { "Dimensions": { "Key": "LINKED_ACCOUNT_NAME", "MatchOptions": [ "STARTS_WITH" ], "Values": [ "a" ] } }

              • Compound Expression types with logical operations.

                • You can use multiple Expression types and the logical operators AND/OR/NOT to create a list of one or more Expression objects. By doing this, you can filter by more advanced options.

                • For example, you can filter by ((REGION == us-east-1 OR REGION == us-west-1) OR (TAG.Type == Type1)) AND (USAGE_TYPE != DataTransfer).

                • The corresponding Expression for this example is as follows: { "And": [ {"Or": [ {"Dimensions": { "Key": "REGION", "Values": [ "us-east-1", "us-west-1" ] }}, {"Tags": { "Key": "TagName", "Values": ["Value1"] } } ]}, {"Not": {"Dimensions": { "Key": "USAGE_TYPE", "Values": ["DataTransfer"] }}} ] }

              Note

              Because each Expression can have only one operator, the service returns an error if more than one is specified. The following example shows an Expression object that creates an error: { "And": [ ... ], "Dimensions": { "Key": "USAGE_TYPE", "Values": [ "DataTransfer" ] } }

              The following is an example of the corresponding error message: "Expression has more than one roots. Only one root operator is allowed for each expression: And, Or, Not, Dimensions, Tags, CostCategories"

              Note

              For the GetRightsizingRecommendation action, a combination of OR and NOT isn’t supported. OR isn’t supported between different dimensions, or dimensions and tags. NOT operators aren’t supported. Dimensions are also limited to LINKED_ACCOUNT, REGION, or RIGHTSIZING_TYPE.

              For the GetReservationPurchaseRecommendation action, only NOT is supported. AND and OR aren’t supported. Dimensions are limited to LINKED_ACCOUNT.

          • And (list) –

            Return results that match both Dimension objects.

            • (dict) –

              Use Expression to filter in various Cost Explorer APIs.

              Not all Expression types are supported in each API. Refer to the documentation for each specific API to see what is supported.

              There are two patterns:

              • Simple dimension values.

                • There are four types of simple dimension values: CostCategories, Tags, Dimensions, and ProductAttributes.

                  • Specify the CostCategories field to define a filter that acts on Cost Categories.

                  • Specify the Tags field to define a filter that acts on Cost Allocation Tags.

                  • Specify the Dimensions field to define a filter that acts on the DimensionValues.

                  • Specify the ProductAttributes field to define a filter that acts on the product attributes of supported services, such as Amazon Bedrock. Only GetCostAndUsage, GetCostAndUsageWithResources, GetDimensionValues (in the COST_AND_USAGE context), GetTags, and GetCostCategories support ProductAttributes. For the supported services, keys and SERVICE filter rules, see ProductAttributeValues.

                • For each filter type, you can set the dimension name and values for the filters that you plan to use.

                  • For example, you can filter for REGION==us-east-1 OR REGION==us-west-1. For GetRightsizingRecommendation, the Region is a full name (for example, REGION==US East (N. Virginia).

                  • The corresponding Expression for this example is as follows: { "Dimensions": { "Key": "REGION", "Values": [ "us-east-1", "us-west-1" ] } }

                  • As shown in the previous example, lists of dimension values are combined with OR when applying the filter.

                • You can also set different match options to further control how the filter behaves. Not all APIs support match options. Refer to the documentation for each specific API to see what is supported.

                  • For example, you can filter for linked account names that start with “a”.

                  • The corresponding Expression for this example is as follows: { "Dimensions": { "Key": "LINKED_ACCOUNT_NAME", "MatchOptions": [ "STARTS_WITH" ], "Values": [ "a" ] } }

              • Compound Expression types with logical operations.

                • You can use multiple Expression types and the logical operators AND/OR/NOT to create a list of one or more Expression objects. By doing this, you can filter by more advanced options.

                • For example, you can filter by ((REGION == us-east-1 OR REGION == us-west-1) OR (TAG.Type == Type1)) AND (USAGE_TYPE != DataTransfer).

                • The corresponding Expression for this example is as follows: { "And": [ {"Or": [ {"Dimensions": { "Key": "REGION", "Values": [ "us-east-1", "us-west-1" ] }}, {"Tags": { "Key": "TagName", "Values": ["Value1"] } } ]}, {"Not": {"Dimensions": { "Key": "USAGE_TYPE", "Values": ["DataTransfer"] }}} ] }

              Note

              Because each Expression can have only one operator, the service returns an error if more than one is specified. The following example shows an Expression object that creates an error: { "And": [ ... ], "Dimensions": { "Key": "USAGE_TYPE", "Values": [ "DataTransfer" ] } }

              The following is an example of the corresponding error message: "Expression has more than one roots. Only one root operator is allowed for each expression: And, Or, Not, Dimensions, Tags, CostCategories"

              Note

              For the GetRightsizingRecommendation action, a combination of OR and NOT isn’t supported. OR isn’t supported between different dimensions, or dimensions and tags. NOT operators aren’t supported. Dimensions are also limited to LINKED_ACCOUNT, REGION, or RIGHTSIZING_TYPE.

              For the GetReservationPurchaseRecommendation action, only NOT is supported. AND and OR aren’t supported. Dimensions are limited to LINKED_ACCOUNT.

          • Not (dict) –

            Return results that don’t match a Dimension object.

          • Dimensions (dict) –

            The specific Dimension to use for Expression.

            • Key (string) –

              The names of the metadata types that you can use to filter and group your results. For example, AZ returns a list of Availability Zones.

              Not all dimensions are supported in each API. Refer to the documentation for each specific API to see what is supported.

              LINKED_ACCOUNT_NAME and SERVICE_CODE can only be used in CostCategoryRule.

              ANOMALY_TOTAL_IMPACT_ABSOLUTE and ANOMALY_TOTAL_IMPACT_PERCENTAGE can only be used in AnomalySubscriptions.

              Use PRODUCT_ATTRIBUTE only as the Dimension in GetDimensionValues. To filter or group by product attributes, use the ProductAttributes field of Expression or the PRODUCT_ATTRIBUTE group type.

            • Values (list) –

              The metadata values that you can use to filter and group your results. You can use GetDimensionValues to find specific values.

              • (string) –

            • MatchOptions (list) –

              The match options that you can use to filter your results.

              MatchOptions is only applicable for actions related to cost category and Anomaly Subscriptions. Refer to the documentation for each specific API to see what is supported.

              The default values for MatchOptions are EQUALS and CASE_SENSITIVE.

              • (string) –

          • Tags (dict) –

            The specific Tag to use for Expression.

            • Key (string) –

              The key for the tag.

            • Values (list) –

              The specific value of the tag.

              • (string) –

            • MatchOptions (list) –

              The match options that you can use to filter your results. MatchOptions is only applicable for actions related to cost category. The default values for MatchOptions are EQUALS and CASE_SENSITIVE.

              • (string) –

          • CostCategories (dict) –

            The filter that’s based on CostCategory values.

            • Key (string) –

              The unique name of the cost category.

            • Values (list) –

              The specific value of the cost category.

              • (string) –

            • MatchOptions (list) –

              The match options that you can use to filter your results. MatchOptions is only applicable for actions related to cost category. The default values for MatchOptions is EQUALS and CASE_SENSITIVE.

              • (string) –

          • ProductAttributes (dict) –

            The filter that’s based on ProductAttributeValues. Use it to filter the costs of supported services, such as Amazon Bedrock, by product attributes. The following operations support this filter: GetCostAndUsage, GetCostAndUsageWithResources, GetDimensionValues (in the COST_AND_USAGE context), GetTags, and GetCostCategories. For the supported services and keys, see ProductAttributeValues.

            • Key (string) –

              The name of the product attribute, such as model. The keys that are available depend on the service. For the keys of each supported service, see ProductAttributeValues.

              Keys are case-sensitive. A key that doesn’t exist doesn’t return an error: EQUALS matches no costs, and ABSENT matches all costs of supported services.

            • Values (list) –

              The specific values of the product attribute, such as Claude Sonnet 5 for the model key. Values are matched exactly, including case. To list the values of a key, use GetDimensionValues with Dimension set to PRODUCT_ATTRIBUTE and DimensionKey set to the key.

              To match costs that have no value for the key, set MatchOptions to ABSENT and omit Values. Otherwise, Values is required.

              • (string) –

            • MatchOptions (list) –

              The match options that you can use to filter your results. Valid values:

              • EQUALS - Matches the values that you specify.

              • ABSENT - Matches costs that have no value for the key. Omit Values.

              • CASE_SENSITIVE - Use only with EQUALS. Values are always matched case-sensitively.

              Default values are EQUALS and CASE_SENSITIVE.

              • (string) –

        • DimensionalValueCount (integer) –

          The value for evaluated dimensions.

    • NextToken (string) –

      A token to resume pagination.