Cost Optimization Hub

2024/06/20 - Cost Optimization Hub - 3 updated api methods

Changes  This release enables AWS Cost Optimization Hub to show cost optimization recommendations for Amazon RDS MySQL and RDS PostgreSQL.

GetRecommendation (updated) Link ¶
Changes (response)
{'currentResourceDetails': {'rdsDbInstance': {'configuration': {'instance': {'dbInstanceClass': 'string'}},
                                              'costCalculation': {'pricing': {'estimatedCostAfterDiscounts': 'double',
                                                                              'estimatedCostBeforeDiscounts': 'double',
                                                                              'estimatedDiscounts': {'otherDiscount': 'double',
                                                                                                     'reservedInstancesDiscount': 'double',
                                                                                                     'savingsPlansDiscount': 'double'},
                                                                              'estimatedNetUnusedAmortizedCommitments': 'double'},
                                                                  'usages': [{'operation': 'string',
                                                                              'productCode': 'string',
                                                                              'unit': 'string',
                                                                              'usageAmount': 'double',
                                                                              'usageType': 'string'}]}},
                            'rdsDbInstanceStorage': {'configuration': {'allocatedStorageInGb': 'double',
                                                                       'iops': 'double',
                                                                       'storageThroughput': 'double',
                                                                       'storageType': 'string'},
                                                     'costCalculation': {'pricing': {'estimatedCostAfterDiscounts': 'double',
                                                                                     'estimatedCostBeforeDiscounts': 'double',
                                                                                     'estimatedDiscounts': {'otherDiscount': 'double',
                                                                                                            'reservedInstancesDiscount': 'double',
                                                                                                            'savingsPlansDiscount': 'double'},
                                                                                     'estimatedNetUnusedAmortizedCommitments': 'double'},
                                                                         'usages': [{'operation': 'string',
                                                                                     'productCode': 'string',
                                                                                     'unit': 'string',
                                                                                     'usageAmount': 'double',
                                                                                     'usageType': 'string'}]}}},
 'currentResourceType': {'RdsDbInstance', 'RdsDbInstanceStorage'},
 'recommendedResourceDetails': {'rdsDbInstance': {'configuration': {'instance': {'dbInstanceClass': 'string'}},
                                                  'costCalculation': {'pricing': {'estimatedCostAfterDiscounts': 'double',
                                                                                  'estimatedCostBeforeDiscounts': 'double',
                                                                                  'estimatedDiscounts': {'otherDiscount': 'double',
                                                                                                         'reservedInstancesDiscount': 'double',
                                                                                                         'savingsPlansDiscount': 'double'},
                                                                                  'estimatedNetUnusedAmortizedCommitments': 'double'},
                                                                      'usages': [{'operation': 'string',
                                                                                  'productCode': 'string',
                                                                                  'unit': 'string',
                                                                                  'usageAmount': 'double',
                                                                                  'usageType': 'string'}]}},
                                'rdsDbInstanceStorage': {'configuration': {'allocatedStorageInGb': 'double',
                                                                           'iops': 'double',
                                                                           'storageThroughput': 'double',
                                                                           'storageType': 'string'},
                                                         'costCalculation': {'pricing': {'estimatedCostAfterDiscounts': 'double',
                                                                                         'estimatedCostBeforeDiscounts': 'double',
                                                                                         'estimatedDiscounts': {'otherDiscount': 'double',
                                                                                                                'reservedInstancesDiscount': 'double',
                                                                                                                'savingsPlansDiscount': 'double'},
                                                                                         'estimatedNetUnusedAmortizedCommitments': 'double'},
                                                                             'usages': [{'operation': 'string',
                                                                                         'productCode': 'string',
                                                                                         'unit': 'string',
                                                                                         'usageAmount': 'double',
                                                                                         'usageType': 'string'}]}}},
 'recommendedResourceType': {'RdsDbInstance', 'RdsDbInstanceStorage'}}

Returns both the current and recommended resource configuration and the estimated cost impact for a recommendation.

The recommendationId is only valid for up to a maximum of 24 hours as recommendations are refreshed daily. To retrieve the recommendationId , use the ListRecommendations API.

See also: AWS API Documentation

Request Syntax

client.get_recommendation(
    recommendationId='string'
)
type recommendationId

string

param recommendationId

[REQUIRED]

The ID for the recommendation.

rtype

dict

returns

Response Syntax

{
    'recommendationId': 'string',
    'resourceId': 'string',
    'resourceArn': 'string',
    'accountId': 'string',
    'currencyCode': 'string',
    'recommendationLookbackPeriodInDays': 123,
    'costCalculationLookbackPeriodInDays': 123,
    'estimatedSavingsPercentage': 123.0,
    'estimatedSavingsOverCostCalculationLookbackPeriod': 123.0,
    'currentResourceType': 'Ec2Instance'|'LambdaFunction'|'EbsVolume'|'EcsService'|'Ec2AutoScalingGroup'|'Ec2InstanceSavingsPlans'|'ComputeSavingsPlans'|'SageMakerSavingsPlans'|'Ec2ReservedInstances'|'RdsReservedInstances'|'OpenSearchReservedInstances'|'RedshiftReservedInstances'|'ElastiCacheReservedInstances'|'RdsDbInstanceStorage'|'RdsDbInstance',
    'recommendedResourceType': 'Ec2Instance'|'LambdaFunction'|'EbsVolume'|'EcsService'|'Ec2AutoScalingGroup'|'Ec2InstanceSavingsPlans'|'ComputeSavingsPlans'|'SageMakerSavingsPlans'|'Ec2ReservedInstances'|'RdsReservedInstances'|'OpenSearchReservedInstances'|'RedshiftReservedInstances'|'ElastiCacheReservedInstances'|'RdsDbInstanceStorage'|'RdsDbInstance',
    'region': 'string',
    'source': 'ComputeOptimizer'|'CostExplorer',
    'lastRefreshTimestamp': datetime(2015, 1, 1),
    'estimatedMonthlySavings': 123.0,
    'estimatedMonthlyCost': 123.0,
    'implementationEffort': 'VeryLow'|'Low'|'Medium'|'High'|'VeryHigh',
    'restartNeeded': True|False,
    'actionType': 'Rightsize'|'Stop'|'Upgrade'|'PurchaseSavingsPlans'|'PurchaseReservedInstances'|'MigrateToGraviton',
    'rollbackPossible': True|False,
    'currentResourceDetails': {
        'lambdaFunction': {
            'configuration': {
                'compute': {
                    'vCpu': 123.0,
                    'memorySizeInMB': 123,
                    'architecture': 'string',
                    'platform': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ecsService': {
            'configuration': {
                'compute': {
                    'vCpu': 123.0,
                    'memorySizeInMB': 123,
                    'architecture': 'string',
                    'platform': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ec2Instance': {
            'configuration': {
                'instance': {
                    'type': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ebsVolume': {
            'configuration': {
                'storage': {
                    'type': 'string',
                    'sizeInGb': 123.0
                },
                'performance': {
                    'iops': 123.0,
                    'throughput': 123.0
                },
                'attachmentState': 'string'
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ec2AutoScalingGroup': {
            'configuration': {
                'instance': {
                    'type': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ec2ReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'offeringClass': 'string',
                'instanceFamily': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'currentGeneration': 'string',
                'platform': 'string',
                'tenancy': 'string',
                'sizeFlexEligible': True|False,
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'rdsReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'instanceFamily': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'sizeFlexEligible': True|False,
                'currentGeneration': 'string',
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string',
                'licenseModel': 'string',
                'databaseEdition': 'string',
                'databaseEngine': 'string',
                'deploymentOption': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'elastiCacheReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'instanceFamily': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'currentGeneration': 'string',
                'sizeFlexEligible': True|False,
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'openSearchReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'currentGeneration': 'string',
                'sizeFlexEligible': True|False,
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'redshiftReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'instanceFamily': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'sizeFlexEligible': True|False,
                'currentGeneration': 'string',
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'ec2InstanceSavingsPlans': {
            'configuration': {
                'accountScope': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'hourlyCommitment': 'string',
                'instanceFamily': 'string',
                'savingsPlansRegion': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'monthlySavingsPlansEligibleCost': 123.0,
                    'estimatedMonthlyCommitment': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedOnDemandCost': 123.0
                }
            }
        },
        'computeSavingsPlans': {
            'configuration': {
                'accountScope': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'hourlyCommitment': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'monthlySavingsPlansEligibleCost': 123.0,
                    'estimatedMonthlyCommitment': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedOnDemandCost': 123.0
                }
            }
        },
        'sageMakerSavingsPlans': {
            'configuration': {
                'accountScope': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'hourlyCommitment': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'monthlySavingsPlansEligibleCost': 123.0,
                    'estimatedMonthlyCommitment': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedOnDemandCost': 123.0
                }
            }
        },
        'rdsDbInstance': {
            'configuration': {
                'instance': {
                    'dbInstanceClass': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'rdsDbInstanceStorage': {
            'configuration': {
                'storageType': 'string',
                'allocatedStorageInGb': 123.0,
                'iops': 123.0,
                'storageThroughput': 123.0
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        }
    },
    'recommendedResourceDetails': {
        'lambdaFunction': {
            'configuration': {
                'compute': {
                    'vCpu': 123.0,
                    'memorySizeInMB': 123,
                    'architecture': 'string',
                    'platform': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ecsService': {
            'configuration': {
                'compute': {
                    'vCpu': 123.0,
                    'memorySizeInMB': 123,
                    'architecture': 'string',
                    'platform': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ec2Instance': {
            'configuration': {
                'instance': {
                    'type': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ebsVolume': {
            'configuration': {
                'storage': {
                    'type': 'string',
                    'sizeInGb': 123.0
                },
                'performance': {
                    'iops': 123.0,
                    'throughput': 123.0
                },
                'attachmentState': 'string'
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ec2AutoScalingGroup': {
            'configuration': {
                'instance': {
                    'type': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'ec2ReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'offeringClass': 'string',
                'instanceFamily': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'currentGeneration': 'string',
                'platform': 'string',
                'tenancy': 'string',
                'sizeFlexEligible': True|False,
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'rdsReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'instanceFamily': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'sizeFlexEligible': True|False,
                'currentGeneration': 'string',
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string',
                'licenseModel': 'string',
                'databaseEdition': 'string',
                'databaseEngine': 'string',
                'deploymentOption': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'elastiCacheReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'instanceFamily': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'currentGeneration': 'string',
                'sizeFlexEligible': True|False,
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'openSearchReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'currentGeneration': 'string',
                'sizeFlexEligible': True|False,
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'redshiftReservedInstances': {
            'configuration': {
                'accountScope': 'string',
                'service': 'string',
                'normalizedUnitsToPurchase': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'numberOfInstancesToPurchase': 'string',
                'instanceFamily': 'string',
                'instanceType': 'string',
                'reservedInstancesRegion': 'string',
                'sizeFlexEligible': True|False,
                'currentGeneration': 'string',
                'upfrontCost': 'string',
                'monthlyRecurringCost': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'estimatedOnDemandCost': 123.0,
                    'monthlyReservationEligibleCost': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedMonthlyAmortizedReservationCost': 123.0
                }
            }
        },
        'ec2InstanceSavingsPlans': {
            'configuration': {
                'accountScope': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'hourlyCommitment': 'string',
                'instanceFamily': 'string',
                'savingsPlansRegion': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'monthlySavingsPlansEligibleCost': 123.0,
                    'estimatedMonthlyCommitment': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedOnDemandCost': 123.0
                }
            }
        },
        'computeSavingsPlans': {
            'configuration': {
                'accountScope': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'hourlyCommitment': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'monthlySavingsPlansEligibleCost': 123.0,
                    'estimatedMonthlyCommitment': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedOnDemandCost': 123.0
                }
            }
        },
        'sageMakerSavingsPlans': {
            'configuration': {
                'accountScope': 'string',
                'term': 'string',
                'paymentOption': 'string',
                'hourlyCommitment': 'string'
            },
            'costCalculation': {
                'pricing': {
                    'monthlySavingsPlansEligibleCost': 123.0,
                    'estimatedMonthlyCommitment': 123.0,
                    'savingsPercentage': 123.0,
                    'estimatedOnDemandCost': 123.0
                }
            }
        },
        'rdsDbInstance': {
            'configuration': {
                'instance': {
                    'dbInstanceClass': 'string'
                }
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        },
        'rdsDbInstanceStorage': {
            'configuration': {
                'storageType': 'string',
                'allocatedStorageInGb': 123.0,
                'iops': 123.0,
                'storageThroughput': 123.0
            },
            'costCalculation': {
                'usages': [
                    {
                        'usageType': 'string',
                        'usageAmount': 123.0,
                        'operation': 'string',
                        'productCode': 'string',
                        'unit': 'string'
                    },
                ],
                'pricing': {
                    'estimatedCostBeforeDiscounts': 123.0,
                    'estimatedNetUnusedAmortizedCommitments': 123.0,
                    'estimatedDiscounts': {
                        'savingsPlansDiscount': 123.0,
                        'reservedInstancesDiscount': 123.0,
                        'otherDiscount': 123.0
                    },
                    'estimatedCostAfterDiscounts': 123.0
                }
            }
        }
    },
    'tags': [
        {
            'key': 'string',
            'value': 'string'
        },
    ]
}

Response Structure

  • (dict) --

    • recommendationId (string) --

      The ID for the recommendation.

    • resourceId (string) --

      The unique identifier for the resource. This is the same as the Amazon Resource Name (ARN), if available.

    • resourceArn (string) --

      The Amazon Resource Name (ARN) of the resource.

    • accountId (string) --

      The account that the recommendation is for.

    • currencyCode (string) --

      The currency code used for the recommendation.

    • recommendationLookbackPeriodInDays (integer) --

      The lookback period that's used to generate the recommendation.

    • costCalculationLookbackPeriodInDays (integer) --

      The lookback period used to calculate cost impact for a recommendation.

    • estimatedSavingsPercentage (float) --

      The estimated savings percentage relative to the total cost over the cost calculation lookback period.

    • estimatedSavingsOverCostCalculationLookbackPeriod (float) --

      The estimated savings amount over the lookback period used to calculate cost impact for a recommendation.

    • currentResourceType (string) --

      The type of resource.

    • recommendedResourceType (string) --

      The resource type of the recommendation.

    • region (string) --

      The Amazon Web Services Region of the resource.

    • source (string) --

      The source of the recommendation.

    • lastRefreshTimestamp (datetime) --

      The time when the recommendation was last generated.

    • estimatedMonthlySavings (float) --

      The estimated monthly savings amount for the recommendation.

    • estimatedMonthlyCost (float) --

      The estimated monthly cost of the current resource. For Reserved Instances and Savings Plans, it refers to the cost for eligible usage.

    • implementationEffort (string) --

      The effort required to implement the recommendation.

    • restartNeeded (boolean) --

      Whether or not implementing the recommendation requires a restart.

    • actionType (string) --

      The type of action you can take by adopting the recommendation.

    • rollbackPossible (boolean) --

      Whether or not implementing the recommendation can be rolled back.

    • currentResourceDetails (dict) --

      The details for the resource.

      Note

      This is a Tagged Union structure. Only one of the following top level keys will be set: lambdaFunction, ecsService, ec2Instance, ebsVolume, ec2AutoScalingGroup, ec2ReservedInstances, rdsReservedInstances, elastiCacheReservedInstances, openSearchReservedInstances, redshiftReservedInstances, ec2InstanceSavingsPlans, computeSavingsPlans, sageMakerSavingsPlans, rdsDbInstance, rdsDbInstanceStorage. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

      'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
      • lambdaFunction (dict) --

        The Lambda function recommendation details.

        • configuration (dict) --

          The Lambda function configuration used for recommendations.

          • compute (dict) --

            Details about the compute configuration.

            • vCpu (float) --

              The number of vCPU cores in the resource.

            • memorySizeInMB (integer) --

              The memory size of the resource.

            • architecture (string) --

              The architecture of the resource.

            • platform (string) --

              The platform of the resource. The platform is the specific combination of operating system, license model, and software on an instance.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ecsService (dict) --

        The ECS service recommendation details.

        • configuration (dict) --

          The ECS service configuration used for recommendations.

          • compute (dict) --

            Details about the compute configuration.

            • vCpu (float) --

              The number of vCPU cores in the resource.

            • memorySizeInMB (integer) --

              The memory size of the resource.

            • architecture (string) --

              The architecture of the resource.

            • platform (string) --

              The platform of the resource. The platform is the specific combination of operating system, license model, and software on an instance.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ec2Instance (dict) --

        The EC2 instance recommendation details.

        • configuration (dict) --

          The EC2 instance configuration used for recommendations.

          • instance (dict) --

            Details about the instance.

            • type (string) --

              Details about the type.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ebsVolume (dict) --

        The Amazon Elastic Block Store volume recommendation details.

        • configuration (dict) --

          The Amazon Elastic Block Store volume configuration used for recommendations.

          • storage (dict) --

            The disk storage of the Amazon Elastic Block Store volume.

            • type (string) --

              The storage type.

            • sizeInGb (float) --

              The storage volume.

          • performance (dict) --

            The Amazon Elastic Block Store performance configuration.

            • iops (float) --

              The number of I/O operations per second.

            • throughput (float) --

              The throughput that the volume supports.

          • attachmentState (string) --

            The Amazon Elastic Block Store attachment state.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ec2AutoScalingGroup (dict) --

        The EC2 Auto Scaling group recommendation details.

        • configuration (dict) --

          The EC2 Auto Scaling group configuration used for recommendations.

          • instance (dict) --

            Details about the instance.

            • type (string) --

              Details about the type.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ec2ReservedInstances (dict) --

        The EC2 reserved instances recommendation details.

        • configuration (dict) --

          The EC2 reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • offeringClass (string) --

            Indicates whether the recommendation is for standard or convertible reservations.

          • instanceFamily (string) --

            The instance family of the recommended reservation.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • platform (string) --

            The platform of the recommended reservation. The platform is the specific combination of operating system, license model, and software on an instance.

          • tenancy (string) --

            Determines whether the recommended reservation is dedicated or shared.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing reserved instances costs you on a monthly basis.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • rdsReservedInstances (dict) --

        The RDS reserved instances recommendation details.

        • configuration (dict) --

          The RDS reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • instanceFamily (string) --

            The instance family of the recommended reservation.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing this instance costs you on a monthly basis.

          • licenseModel (string) --

            The license model that the recommended reservation supports.

          • databaseEdition (string) --

            The database edition that the recommended reservation supports.

          • databaseEngine (string) --

            The database engine that the recommended reservation supports.

          • deploymentOption (string) --

            Determines whether the recommendation is for a reservation in a single Availability Zone or a reservation with a backup in a second Availability Zone.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • elastiCacheReservedInstances (dict) --

        The ElastiCache reserved instances recommendation details.

        • configuration (dict) --

          The ElastiCache reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • instanceFamily (string) --

            The instance family of the recommended reservation.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing reserved instances costs you on a monthly basis.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • openSearchReservedInstances (dict) --

        The OpenSearch reserved instances recommendation details.

        • configuration (dict) --

          The OpenSearch reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing reserved instances costs you on a monthly basis.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • redshiftReservedInstances (dict) --

        The Redshift reserved instances recommendation details.

        • configuration (dict) --

          The Redshift reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • instanceFamily (string) --

            The instance family of the recommended reservation.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing reserved instances costs you on a monthly basis.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • ec2InstanceSavingsPlans (dict) --

        The EC2 instance Savings Plans recommendation details.

        • configuration (dict) --

          The EC2 instance Savings Plans configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • term (string) --

            The Savings Plans recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • hourlyCommitment (string) --

            The hourly commitment for the Savings Plans type.

          • instanceFamily (string) --

            The instance family of the recommended Savings Plan.

          • savingsPlansRegion (string) --

            The Amazon Web Services Region of the commitment.

        • costCalculation (dict) --

          Cost impact of the Savings Plans purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • monthlySavingsPlansEligibleCost (float) --

              The cost of paying for the recommended Savings Plan monthly.

            • estimatedMonthlyCommitment (float) --

              Estimated monthly commitment for the Savings Plan.

            • savingsPercentage (float) --

              Estimated savings as a percentage of your overall costs after buying the Savings Plan.

            • estimatedOnDemandCost (float) --

              Estimated On-Demand cost you will pay after buying the Savings Plan.

      • computeSavingsPlans (dict) --

        The Compute Savings Plans recommendation details.

        • configuration (dict) --

          Configuration details of the Compute Savings Plans to purchase.

          • accountScope (string) --

            The account scope that you want your recommendations for. Amazon Web Services calculates recommendations including the management account and member accounts if the value is set to PAYER . If the value is LINKED , recommendations are calculated for individual member accounts only.

          • term (string) --

            The Savings Plans recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • hourlyCommitment (string) --

            The hourly commitment for the Savings Plans type.

        • costCalculation (dict) --

          Cost impact of the Savings Plans purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • monthlySavingsPlansEligibleCost (float) --

              The cost of paying for the recommended Savings Plan monthly.

            • estimatedMonthlyCommitment (float) --

              Estimated monthly commitment for the Savings Plan.

            • savingsPercentage (float) --

              Estimated savings as a percentage of your overall costs after buying the Savings Plan.

            • estimatedOnDemandCost (float) --

              Estimated On-Demand cost you will pay after buying the Savings Plan.

      • sageMakerSavingsPlans (dict) --

        The SageMaker Savings Plans recommendation details.

        • configuration (dict) --

          The SageMaker Savings Plans configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • term (string) --

            The Savings Plans recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • hourlyCommitment (string) --

            The hourly commitment for the Savings Plans type.

        • costCalculation (dict) --

          Cost impact of the Savings Plans purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • monthlySavingsPlansEligibleCost (float) --

              The cost of paying for the recommended Savings Plan monthly.

            • estimatedMonthlyCommitment (float) --

              Estimated monthly commitment for the Savings Plan.

            • savingsPercentage (float) --

              Estimated savings as a percentage of your overall costs after buying the Savings Plan.

            • estimatedOnDemandCost (float) --

              Estimated On-Demand cost you will pay after buying the Savings Plan.

      • rdsDbInstance (dict) --

        The DB instance recommendation details.

        • configuration (dict) --

          The Amazon RDS DB instance configuration used for recommendations.

          • instance (dict) --

            Details about the instance configuration.

            • dbInstanceClass (string) --

              The DB instance class of the DB instance.

        • costCalculation (dict) --

          Cost impact of the resource recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • rdsDbInstanceStorage (dict) --

        The DB instance storage recommendation details.

        • configuration (dict) --

          The Amazon RDS DB instance storage configuration used for recommendations.

          • storageType (string) --

            The storage type to associate with the DB instance.

          • allocatedStorageInGb (float) --

            The new amount of storage in GB to allocate for the DB instance.

          • iops (float) --

            The amount of Provisioned IOPS (input/output operations per second) to be initially allocated for the DB instance.

          • storageThroughput (float) --

            The storage throughput for the DB instance.

        • costCalculation (dict) --

          Cost impact of the resource recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

    • recommendedResourceDetails (dict) --

      The details about the recommended resource.

      Note

      This is a Tagged Union structure. Only one of the following top level keys will be set: lambdaFunction, ecsService, ec2Instance, ebsVolume, ec2AutoScalingGroup, ec2ReservedInstances, rdsReservedInstances, elastiCacheReservedInstances, openSearchReservedInstances, redshiftReservedInstances, ec2InstanceSavingsPlans, computeSavingsPlans, sageMakerSavingsPlans, rdsDbInstance, rdsDbInstanceStorage. If a client receives an unknown member it will set SDK_UNKNOWN_MEMBER as the top level key, which maps to the name or tag of the unknown member. The structure of SDK_UNKNOWN_MEMBER is as follows:

      'SDK_UNKNOWN_MEMBER': {'name': 'UnknownMemberName'}
      • lambdaFunction (dict) --

        The Lambda function recommendation details.

        • configuration (dict) --

          The Lambda function configuration used for recommendations.

          • compute (dict) --

            Details about the compute configuration.

            • vCpu (float) --

              The number of vCPU cores in the resource.

            • memorySizeInMB (integer) --

              The memory size of the resource.

            • architecture (string) --

              The architecture of the resource.

            • platform (string) --

              The platform of the resource. The platform is the specific combination of operating system, license model, and software on an instance.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ecsService (dict) --

        The ECS service recommendation details.

        • configuration (dict) --

          The ECS service configuration used for recommendations.

          • compute (dict) --

            Details about the compute configuration.

            • vCpu (float) --

              The number of vCPU cores in the resource.

            • memorySizeInMB (integer) --

              The memory size of the resource.

            • architecture (string) --

              The architecture of the resource.

            • platform (string) --

              The platform of the resource. The platform is the specific combination of operating system, license model, and software on an instance.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ec2Instance (dict) --

        The EC2 instance recommendation details.

        • configuration (dict) --

          The EC2 instance configuration used for recommendations.

          • instance (dict) --

            Details about the instance.

            • type (string) --

              Details about the type.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ebsVolume (dict) --

        The Amazon Elastic Block Store volume recommendation details.

        • configuration (dict) --

          The Amazon Elastic Block Store volume configuration used for recommendations.

          • storage (dict) --

            The disk storage of the Amazon Elastic Block Store volume.

            • type (string) --

              The storage type.

            • sizeInGb (float) --

              The storage volume.

          • performance (dict) --

            The Amazon Elastic Block Store performance configuration.

            • iops (float) --

              The number of I/O operations per second.

            • throughput (float) --

              The throughput that the volume supports.

          • attachmentState (string) --

            The Amazon Elastic Block Store attachment state.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ec2AutoScalingGroup (dict) --

        The EC2 Auto Scaling group recommendation details.

        • configuration (dict) --

          The EC2 Auto Scaling group configuration used for recommendations.

          • instance (dict) --

            Details about the instance.

            • type (string) --

              Details about the type.

        • costCalculation (dict) --

          Cost impact of the recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • ec2ReservedInstances (dict) --

        The EC2 reserved instances recommendation details.

        • configuration (dict) --

          The EC2 reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • offeringClass (string) --

            Indicates whether the recommendation is for standard or convertible reservations.

          • instanceFamily (string) --

            The instance family of the recommended reservation.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • platform (string) --

            The platform of the recommended reservation. The platform is the specific combination of operating system, license model, and software on an instance.

          • tenancy (string) --

            Determines whether the recommended reservation is dedicated or shared.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing reserved instances costs you on a monthly basis.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • rdsReservedInstances (dict) --

        The RDS reserved instances recommendation details.

        • configuration (dict) --

          The RDS reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • instanceFamily (string) --

            The instance family of the recommended reservation.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing this instance costs you on a monthly basis.

          • licenseModel (string) --

            The license model that the recommended reservation supports.

          • databaseEdition (string) --

            The database edition that the recommended reservation supports.

          • databaseEngine (string) --

            The database engine that the recommended reservation supports.

          • deploymentOption (string) --

            Determines whether the recommendation is for a reservation in a single Availability Zone or a reservation with a backup in a second Availability Zone.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • elastiCacheReservedInstances (dict) --

        The ElastiCache reserved instances recommendation details.

        • configuration (dict) --

          The ElastiCache reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • instanceFamily (string) --

            The instance family of the recommended reservation.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing reserved instances costs you on a monthly basis.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • openSearchReservedInstances (dict) --

        The OpenSearch reserved instances recommendation details.

        • configuration (dict) --

          The OpenSearch reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing reserved instances costs you on a monthly basis.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • redshiftReservedInstances (dict) --

        The Redshift reserved instances recommendation details.

        • configuration (dict) --

          The Redshift reserved instances configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • service (string) --

            The service that you want your recommendations for.

          • normalizedUnitsToPurchase (string) --

            The number of normalized units that Amazon Web Services recommends that you purchase.

          • term (string) --

            The reserved instances recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • numberOfInstancesToPurchase (string) --

            The number of instances that Amazon Web Services recommends that you purchase.

          • instanceFamily (string) --

            The instance family of the recommended reservation.

          • instanceType (string) --

            The type of instance that Amazon Web Services recommends.

          • reservedInstancesRegion (string) --

            The Amazon Web Services Region of the commitment.

          • sizeFlexEligible (boolean) --

            Determines whether the recommendation is size flexible.

          • currentGeneration (string) --

            Determines whether the recommendation is for a current generation instance.

          • upfrontCost (string) --

            How much purchasing this instance costs you upfront.

          • monthlyRecurringCost (string) --

            How much purchasing reserved instances costs you on a monthly basis.

        • costCalculation (dict) --

          Cost impact of the purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • estimatedOnDemandCost (float) --

              The remaining On-Demand cost estimated to not be covered by the recommended reserved instance, over the length of the lookback period.

            • monthlyReservationEligibleCost (float) --

              The cost of paying for the recommended reserved instance monthly.

            • savingsPercentage (float) --

              The savings percentage relative to the total On-Demand costs that are associated with this instance.

            • estimatedMonthlyAmortizedReservationCost (float) --

              The estimated cost of your recurring monthly fees for the recommended reserved instance across the month.

      • ec2InstanceSavingsPlans (dict) --

        The EC2 instance Savings Plans recommendation details.

        • configuration (dict) --

          The EC2 instance Savings Plans configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • term (string) --

            The Savings Plans recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • hourlyCommitment (string) --

            The hourly commitment for the Savings Plans type.

          • instanceFamily (string) --

            The instance family of the recommended Savings Plan.

          • savingsPlansRegion (string) --

            The Amazon Web Services Region of the commitment.

        • costCalculation (dict) --

          Cost impact of the Savings Plans purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • monthlySavingsPlansEligibleCost (float) --

              The cost of paying for the recommended Savings Plan monthly.

            • estimatedMonthlyCommitment (float) --

              Estimated monthly commitment for the Savings Plan.

            • savingsPercentage (float) --

              Estimated savings as a percentage of your overall costs after buying the Savings Plan.

            • estimatedOnDemandCost (float) --

              Estimated On-Demand cost you will pay after buying the Savings Plan.

      • computeSavingsPlans (dict) --

        The Compute Savings Plans recommendation details.

        • configuration (dict) --

          Configuration details of the Compute Savings Plans to purchase.

          • accountScope (string) --

            The account scope that you want your recommendations for. Amazon Web Services calculates recommendations including the management account and member accounts if the value is set to PAYER . If the value is LINKED , recommendations are calculated for individual member accounts only.

          • term (string) --

            The Savings Plans recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • hourlyCommitment (string) --

            The hourly commitment for the Savings Plans type.

        • costCalculation (dict) --

          Cost impact of the Savings Plans purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • monthlySavingsPlansEligibleCost (float) --

              The cost of paying for the recommended Savings Plan monthly.

            • estimatedMonthlyCommitment (float) --

              Estimated monthly commitment for the Savings Plan.

            • savingsPercentage (float) --

              Estimated savings as a percentage of your overall costs after buying the Savings Plan.

            • estimatedOnDemandCost (float) --

              Estimated On-Demand cost you will pay after buying the Savings Plan.

      • sageMakerSavingsPlans (dict) --

        The SageMaker Savings Plans recommendation details.

        • configuration (dict) --

          The SageMaker Savings Plans configuration used for recommendations.

          • accountScope (string) --

            The account scope that you want your recommendations for.

          • term (string) --

            The Savings Plans recommendation term in years.

          • paymentOption (string) --

            The payment option for the commitment.

          • hourlyCommitment (string) --

            The hourly commitment for the Savings Plans type.

        • costCalculation (dict) --

          Cost impact of the Savings Plans purchase recommendation.

          • pricing (dict) --

            Pricing details of the purchase recommendation.

            • monthlySavingsPlansEligibleCost (float) --

              The cost of paying for the recommended Savings Plan monthly.

            • estimatedMonthlyCommitment (float) --

              Estimated monthly commitment for the Savings Plan.

            • savingsPercentage (float) --

              Estimated savings as a percentage of your overall costs after buying the Savings Plan.

            • estimatedOnDemandCost (float) --

              Estimated On-Demand cost you will pay after buying the Savings Plan.

      • rdsDbInstance (dict) --

        The DB instance recommendation details.

        • configuration (dict) --

          The Amazon RDS DB instance configuration used for recommendations.

          • instance (dict) --

            Details about the instance configuration.

            • dbInstanceClass (string) --

              The DB instance class of the DB instance.

        • costCalculation (dict) --

          Cost impact of the resource recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

      • rdsDbInstanceStorage (dict) --

        The DB instance storage recommendation details.

        • configuration (dict) --

          The Amazon RDS DB instance storage configuration used for recommendations.

          • storageType (string) --

            The storage type to associate with the DB instance.

          • allocatedStorageInGb (float) --

            The new amount of storage in GB to allocate for the DB instance.

          • iops (float) --

            The amount of Provisioned IOPS (input/output operations per second) to be initially allocated for the DB instance.

          • storageThroughput (float) --

            The storage throughput for the DB instance.

        • costCalculation (dict) --

          Cost impact of the resource recommendation.

          • usages (list) --

            Usage details of the resource recommendation.

            • (dict) --

              Details about the usage.

              • usageType (string) --

                The usage type.

              • usageAmount (float) --

                The usage amount.

              • operation (string) --

                The operation value.

              • productCode (string) --

                The product code.

              • unit (string) --

                The usage unit.

          • pricing (dict) --

            Pricing details of the resource recommendation.

            • estimatedCostBeforeDiscounts (float) --

              The savings estimate using Amazon Web Services public pricing without incorporating any discounts.

            • estimatedNetUnusedAmortizedCommitments (float) --

              The estimated net unused amortized commitment for the recommendation.

            • estimatedDiscounts (dict) --

              The estimated discounts for a recommendation.

              • savingsPlansDiscount (float) --

                Estimated Savings Plans discounts.

              • reservedInstancesDiscount (float) --

                Estimated reserved instance discounts.

              • otherDiscount (float) --

                Estimated other discounts include all discounts that are not itemized. Itemized discounts include reservedInstanceDiscount and savingsPlansDiscount .

            • estimatedCostAfterDiscounts (float) --

              The savings estimate incorporating all discounts with Amazon Web Services, such as Reserved Instances and Savings Plans.

    • tags (list) --

      A list of tags associated with the resource for which the recommendation exists.

      • (dict) --

        The tag structure that contains a tag key and value.

        • key (string) --

          The key that's associated with the tag.

        • value (string) --

          The value that's associated with the tag.

ListRecommendationSummaries (updated) Link ¶
Changes (request)
{'filter': {'resourceTypes': {'RdsDbInstance', 'RdsDbInstanceStorage'}}}

Returns a concise representation of savings estimates for resources. Also returns de-duped savings across different types of recommendations.

Note

The following filters are not supported for this API: recommendationIds , resourceArns , and resourceIds .

See also: AWS API Documentation

Request Syntax

client.list_recommendation_summaries(
    filter={
        'restartNeeded': True|False,
        'rollbackPossible': True|False,
        'implementationEfforts': [
            'VeryLow'|'Low'|'Medium'|'High'|'VeryHigh',
        ],
        'accountIds': [
            'string',
        ],
        'regions': [
            'string',
        ],
        'resourceTypes': [
            'Ec2Instance'|'LambdaFunction'|'EbsVolume'|'EcsService'|'Ec2AutoScalingGroup'|'Ec2InstanceSavingsPlans'|'ComputeSavingsPlans'|'SageMakerSavingsPlans'|'Ec2ReservedInstances'|'RdsReservedInstances'|'OpenSearchReservedInstances'|'RedshiftReservedInstances'|'ElastiCacheReservedInstances'|'RdsDbInstanceStorage'|'RdsDbInstance',
        ],
        'actionTypes': [
            'Rightsize'|'Stop'|'Upgrade'|'PurchaseSavingsPlans'|'PurchaseReservedInstances'|'MigrateToGraviton',
        ],
        'tags': [
            {
                'key': 'string',
                'value': 'string'
            },
        ],
        'resourceIds': [
            'string',
        ],
        'resourceArns': [
            'string',
        ],
        'recommendationIds': [
            'string',
        ]
    },
    groupBy='string',
    maxResults=123,
    nextToken='string'
)
type filter

dict

param filter

Describes a filter that returns a more specific list of recommendations. Filters recommendations by different dimensions.

  • restartNeeded (boolean) --

    Whether or not implementing the recommendation requires a restart.

  • rollbackPossible (boolean) --

    Whether or not implementing the recommendation can be rolled back.

  • implementationEfforts (list) --

    The effort required to implement the recommendation.

    • (string) --

  • accountIds (list) --

    The account that the recommendation is for.

    • (string) --

  • regions (list) --

    The Amazon Web Services Region of the resource.

    • (string) --

  • resourceTypes (list) --

    The resource type of the recommendation.

    • (string) --

  • actionTypes (list) --

    The type of action you can take by adopting the recommendation.

    • (string) --

  • tags (list) --

    A list of tags assigned to the recommendation.

    • (dict) --

      The tag structure that contains a tag key and value.

      • key (string) --

        The key that's associated with the tag.

      • value (string) --

        The value that's associated with the tag.

  • resourceIds (list) --

    The resource ID of the recommendation.

    • (string) --

  • resourceArns (list) --

    The Amazon Resource Name (ARN) of the recommendation.

    • (string) --

  • recommendationIds (list) --

    The IDs for the recommendations.

    • (string) --

type groupBy

string

param groupBy

[REQUIRED]

The grouping of recommendations by a dimension.

type maxResults

integer

param maxResults

The maximum number of recommendations that are returned for the request.

type nextToken

string

param nextToken

The token to retrieve the next set of results.

rtype

dict

returns

Response Syntax

{
    'estimatedTotalDedupedSavings': 123.0,
    'items': [
        {
            'group': 'string',
            'estimatedMonthlySavings': 123.0,
            'recommendationCount': 123
        },
    ],
    'groupBy': 'string',
    'currencyCode': 'string',
    'nextToken': 'string'
}

Response Structure

  • (dict) --

    • estimatedTotalDedupedSavings (float) --

      The total overall savings for the aggregated view.

    • items (list) --

      List of all savings recommendations.

      • (dict) --

        The summary of rightsizing recommendations, including de-duped savings from all types of recommendations.

        • group (string) --

          The grouping of recommendations.

        • estimatedMonthlySavings (float) --

          The estimated total savings resulting from modifications, on a monthly basis.

        • recommendationCount (integer) --

          The total number of instance recommendations.

    • groupBy (string) --

      The dimension used to group the recommendations by.

    • currencyCode (string) --

      The currency code used for the recommendation.

    • nextToken (string) --

      The token to retrieve the next set of results.

ListRecommendations (updated) Link ¶
Changes (request)
{'filter': {'resourceTypes': {'RdsDbInstance', 'RdsDbInstanceStorage'}}}

Returns a list of recommendations.

See also: AWS API Documentation

Request Syntax

client.list_recommendations(
    filter={
        'restartNeeded': True|False,
        'rollbackPossible': True|False,
        'implementationEfforts': [
            'VeryLow'|'Low'|'Medium'|'High'|'VeryHigh',
        ],
        'accountIds': [
            'string',
        ],
        'regions': [
            'string',
        ],
        'resourceTypes': [
            'Ec2Instance'|'LambdaFunction'|'EbsVolume'|'EcsService'|'Ec2AutoScalingGroup'|'Ec2InstanceSavingsPlans'|'ComputeSavingsPlans'|'SageMakerSavingsPlans'|'Ec2ReservedInstances'|'RdsReservedInstances'|'OpenSearchReservedInstances'|'RedshiftReservedInstances'|'ElastiCacheReservedInstances'|'RdsDbInstanceStorage'|'RdsDbInstance',
        ],
        'actionTypes': [
            'Rightsize'|'Stop'|'Upgrade'|'PurchaseSavingsPlans'|'PurchaseReservedInstances'|'MigrateToGraviton',
        ],
        'tags': [
            {
                'key': 'string',
                'value': 'string'
            },
        ],
        'resourceIds': [
            'string',
        ],
        'resourceArns': [
            'string',
        ],
        'recommendationIds': [
            'string',
        ]
    },
    orderBy={
        'dimension': 'string',
        'order': 'Asc'|'Desc'
    },
    includeAllRecommendations=True|False,
    maxResults=123,
    nextToken='string'
)
type filter

dict

param filter

The constraints that you want all returned recommendations to match.

  • restartNeeded (boolean) --

    Whether or not implementing the recommendation requires a restart.

  • rollbackPossible (boolean) --

    Whether or not implementing the recommendation can be rolled back.

  • implementationEfforts (list) --

    The effort required to implement the recommendation.

    • (string) --

  • accountIds (list) --

    The account that the recommendation is for.

    • (string) --

  • regions (list) --

    The Amazon Web Services Region of the resource.

    • (string) --

  • resourceTypes (list) --

    The resource type of the recommendation.

    • (string) --

  • actionTypes (list) --

    The type of action you can take by adopting the recommendation.

    • (string) --

  • tags (list) --

    A list of tags assigned to the recommendation.

    • (dict) --

      The tag structure that contains a tag key and value.

      • key (string) --

        The key that's associated with the tag.

      • value (string) --

        The value that's associated with the tag.

  • resourceIds (list) --

    The resource ID of the recommendation.

    • (string) --

  • resourceArns (list) --

    The Amazon Resource Name (ARN) of the recommendation.

    • (string) --

  • recommendationIds (list) --

    The IDs for the recommendations.

    • (string) --

type orderBy

dict

param orderBy

The ordering of recommendations by a dimension.

  • dimension (string) --

    Sorts by dimension values.

  • order (string) --

    The order that's used to sort the data.

type includeAllRecommendations

boolean

param includeAllRecommendations

List of all recommendations for a resource, or a single recommendation if de-duped by resourceId .

type maxResults

integer

param maxResults

The maximum number of recommendations that are returned for the request.

type nextToken

string

param nextToken

The token to retrieve the next set of results.

rtype

dict

returns

Response Syntax

{
    'items': [
        {
            'recommendationId': 'string',
            'accountId': 'string',
            'region': 'string',
            'resourceId': 'string',
            'resourceArn': 'string',
            'currentResourceType': 'string',
            'recommendedResourceType': 'string',
            'estimatedMonthlySavings': 123.0,
            'estimatedSavingsPercentage': 123.0,
            'estimatedMonthlyCost': 123.0,
            'currencyCode': 'string',
            'implementationEffort': 'string',
            'restartNeeded': True|False,
            'actionType': 'string',
            'rollbackPossible': True|False,
            'currentResourceSummary': 'string',
            'recommendedResourceSummary': 'string',
            'lastRefreshTimestamp': datetime(2015, 1, 1),
            'recommendationLookbackPeriodInDays': 123,
            'source': 'ComputeOptimizer'|'CostExplorer',
            'tags': [
                {
                    'key': 'string',
                    'value': 'string'
                },
            ]
        },
    ],
    'nextToken': 'string'
}

Response Structure

  • (dict) --

    • items (list) --

      List of all savings recommendations.

      • (dict) --

        Describes a recommendation.

        • recommendationId (string) --

          The ID for the recommendation.

        • accountId (string) --

          The account that the recommendation is for.

        • region (string) --

          The Amazon Web Services Region of the resource.

        • resourceId (string) --

          The resource ID for the recommendation.

        • resourceArn (string) --

          The Amazon Resource Name (ARN) for the recommendation.

        • currentResourceType (string) --

          The current resource type.

        • recommendedResourceType (string) --

          The recommended resource type.

        • estimatedMonthlySavings (float) --

          The estimated monthly savings amount for the recommendation.

        • estimatedSavingsPercentage (float) --

          The estimated savings percentage relative to the total cost over the cost calculation lookback period.

        • estimatedMonthlyCost (float) --

          The estimated monthly cost of the current resource. For Reserved Instances and Savings Plans, it refers to the cost for eligible usage.

        • currencyCode (string) --

          The currency code used for the recommendation.

        • implementationEffort (string) --

          The effort required to implement the recommendation.

        • restartNeeded (boolean) --

          Whether or not implementing the recommendation requires a restart.

        • actionType (string) --

          The type of tasks that can be carried out by this action.

        • rollbackPossible (boolean) --

          Whether or not implementing the recommendation can be rolled back.

        • currentResourceSummary (string) --

          Describes the current resource.

        • recommendedResourceSummary (string) --

          Describes the recommended resource.

        • lastRefreshTimestamp (datetime) --

          The time when the recommendation was last generated.

        • recommendationLookbackPeriodInDays (integer) --

          The lookback period that's used to generate the recommendation.

        • source (string) --

          The source of the recommendation.

        • tags (list) --

          A list of tags assigned to the recommendation.

          • (dict) --

            The tag structure that contains a tag key and value.

            • key (string) --

              The key that's associated with the tag.

            • value (string) --

              The value that's associated with the tag.

    • nextToken (string) --

      The token to retrieve the next set of results.