SecurityHub / Client / get_resources_trends_v2

get_resources_trends_v2

SecurityHub.Client.get_resources_trends_v2(**kwargs)

Returns resource trend data based on the specified criteria. This operation helps you analyze patterns and changes in resource compliance over time. This API is in public preview and subject to change.

See also: AWS API Documentation

Request Syntax

response = client.get_resources_trends_v2(
    Filters={
        'CompositeFilters': [
            {
                'StringFilters': [
                    {
                        'FieldName': 'account_id'|'region'|'resource_type'|'resource_category',
                        'Filter': {
                            'Value': 'string',
                            'Comparison': 'EQUALS'|'PREFIX'|'NOT_EQUALS'|'PREFIX_NOT_EQUALS'|'CONTAINS'|'NOT_CONTAINS'|'CONTAINS_WORD'
                        }
                    },
                ],
                'NestedCompositeFilters': {'... recursive ...'},
                'Operator': 'AND'|'OR'
            },
        ],
        'CompositeOperator': 'AND'|'OR'
    },
    StartTime=datetime(2015, 1, 1),
    EndTime=datetime(2015, 1, 1),
    NextToken='string',
    MaxResults=123
)

Parameters:

• Filters (dict) –

  The filters to apply to the resources trend data.

  • CompositeFilters (list) –

    A list of composite filters to apply to the resources trend data.

    • (dict) –

      A filter structure that contains a logical combination of string filters and nested composite filters for resources trend data.

      • StringFilters (list) –

        A list of string filters that apply to resources trend data fields.

        • (dict) –

          A filter for string-based fields in resources trend data, such as resource type or account ID.

          • FieldName (string) –

            The name of the resources field to filter on, such as resourceType, accountId, or region.

          • Filter (dict) –

            A string filter for filtering Security Hub findings.

            • Value (string) –

              The string filter value. Filter values are case sensitive. For example, the product name for control-based findings is Security Hub. If you provide security hub as the filter value, there’s no match.

            • Comparison (string) –

              The condition to apply to a string value when filtering Security Hub findings.

              To search for values that have the filter value, use one of the following comparison operators:

              • To search for values that include the filter value, use CONTAINS. For example, the filter Title CONTAINS CloudFront matches findings that have a Title that includes the string CloudFront.

              • To search for values that exactly match the filter value, use EQUALS. For example, the filter AwsAccountId EQUALS 123456789012 only matches findings that have an account ID of 123456789012.

              • To search for values that start with the filter value, use PREFIX. For example, the filter ResourceRegion PREFIX us matches findings that have a ResourceRegion that starts with us. A ResourceRegion that starts with a different value, such as af, ap, or ca, doesn’t match.

              CONTAINS, EQUALS, and PREFIX filters on the same field are joined by OR. A finding matches if it matches any one of those filters. For example, the filters Title CONTAINS CloudFront OR Title CONTAINS CloudWatch match a finding that includes either CloudFront, CloudWatch, or both strings in the title.

              To search for values that don’t have the filter value, use one of the following comparison operators:

              • To search for values that exclude the filter value, use NOT_CONTAINS. For example, the filter Title NOT_CONTAINS CloudFront matches findings that have a Title that excludes the string CloudFront.

              • To search for values other than the filter value, use NOT_EQUALS. For example, the filter AwsAccountId NOT_EQUALS 123456789012 only matches findings that have an account ID other than 123456789012.

              • To search for values that don’t start with the filter value, use PREFIX_NOT_EQUALS. For example, the filter ResourceRegion PREFIX_NOT_EQUALS us matches findings with a ResourceRegion that starts with a value other than us.

              NOT_CONTAINS, NOT_EQUALS, and PREFIX_NOT_EQUALS filters on the same field are joined by AND. A finding matches only if it matches all of those filters. For example, the filters Title NOT_CONTAINS CloudFront AND Title NOT_CONTAINS CloudWatch match a finding that excludes both CloudFront and CloudWatch in the title.

              You can’t have both a CONTAINS filter and a NOT_CONTAINS filter on the same field. Similarly, you can’t provide both an EQUALS filter and a NOT_EQUALS or PREFIX_NOT_EQUALS filter on the same field. Combining filters in this way returns an error. CONTAINS filters can only be used with other CONTAINS filters. NOT_CONTAINS filters can only be used with other NOT_CONTAINS filters.

              You can combine PREFIX filters with NOT_EQUALS or PREFIX_NOT_EQUALS filters for the same field. Security Hub first processes the PREFIX filters, and then the NOT_EQUALS or PREFIX_NOT_EQUALS filters.

              For example, for the following filters, Security Hub first identifies findings that have resource types that start with either AwsIam or AwsEc2. It then excludes findings that have a resource type of AwsIamPolicy and findings that have a resource type of AwsEc2NetworkInterface.

              • ResourceType PREFIX AwsIam

              • ResourceType PREFIX AwsEc2

              • ResourceType NOT_EQUALS AwsIamPolicy

              • ResourceType NOT_EQUALS AwsEc2NetworkInterface

              CONTAINS and NOT_CONTAINS operators can be used only with automation rules V1. CONTAINS_WORD operator is only supported in GetFindingsV2, GetFindingStatisticsV2, GetResourcesV2, and GetResourceStatisticsV2 APIs. For more information, see Automation rules in the Security Hub User Guide.

      • NestedCompositeFilters (list) –

        A list of nested composite filters that you can use to create complex filter conditions for resources trend data.

      • Operator (string) –

        The logical operator (AND, OR) to apply between the string filters and nested composite filters.

  • CompositeOperator (string) –

    The logical operator (AND, OR) to apply between multiple composite filters.

• StartTime (datetime) –

  [REQUIRED]

  The starting timestamp for the time period to analyze resources trends, in ISO 8601 format.

• EndTime (datetime) –

  [REQUIRED]

  The ending timestamp for the time period to analyze resources trends, in ISO 8601 format.

• NextToken (string) – The token to use for paginating results. This value is returned in the response if more results are available.

• MaxResults (integer) – The maximum number of trend data points to return in a single response.

Return type:

dict

Returns:

Response Syntax

{
    'Granularity': 'Daily'|'Weekly'|'Monthly',
    'TrendsMetrics': [
        {
            'Timestamp': datetime(2015, 1, 1),
            'TrendsValues': {
                'ResourcesCount': {
                    'AllResources': 123
                }
            }
        },
    ],
    'NextToken': 'string'
}

Response Structure

• (dict) –

  • Granularity (string) –

    The time interval granularity for the returned trend data (such as DAILY or WEEKLY).

  • TrendsMetrics (list) –

    The collection of time-series trend metrics, including counts of resources across the specified time period.

    • (dict) –

      Contains the resource trend metrics data for a specific time point in the requested time period.

      • Timestamp (datetime) –

        The timestamp for this data point in the resources trend metrics.

      • TrendsValues (dict) –

        The resource trend metric values associated with this timestamp, including resource counts.

        • ResourcesCount (dict) –

          The resource count statistics for this data point in the trend timeline.

          • AllResources (integer) –

            The total count of all resources for the given time interval.

  • NextToken (string) –

    The token to use for retrieving the next page of results, if more trend data is available.

Exceptions

• SecurityHub.Client.exceptions.InternalServerException

• SecurityHub.Client.exceptions.AccessDeniedException

• SecurityHub.Client.exceptions.ThrottlingException

• SecurityHub.Client.exceptions.ValidationException