mypydantic.models.compute_optimizer

   1# Model Generated: Thu Mar  2 21:56:17 2023
   2
   3from __future__ import annotations
   4
   5from datetime import datetime
   6from typing import Dict, List, Literal, Optional, Sequence, Union
   7
   8from pydantic import Field
   9
  10from mypydantic.models.base_model import BaseModel
  11
  12
  13class AccountEnrollmentStatusModel(BaseModel):
  14    account_id: Optional[str] = Field(default=None, alias="accountId")
  15    status: Optional[Literal["Active", "Failed", "Inactive", "Pending"]] = Field(
  16        default=None, alias="status"
  17    )
  18    status_reason: Optional[str] = Field(default=None, alias="statusReason")
  19    last_updated_timestamp: Optional[datetime] = Field(
  20        default=None, alias="lastUpdatedTimestamp"
  21    )
  22
  23
  24class AutoScalingGroupConfigurationModel(BaseModel):
  25    desired_capacity: Optional[int] = Field(default=None, alias="desiredCapacity")
  26    min_size: Optional[int] = Field(default=None, alias="minSize")
  27    max_size: Optional[int] = Field(default=None, alias="maxSize")
  28    instance_type: Optional[str] = Field(default=None, alias="instanceType")
  29
  30
  31class UtilizationMetricModel(BaseModel):
  32    name: Optional[
  33        Literal[
  34            "Cpu",
  35            "DISK_READ_BYTES_PER_SECOND",
  36            "DISK_READ_OPS_PER_SECOND",
  37            "DISK_WRITE_BYTES_PER_SECOND",
  38            "DISK_WRITE_OPS_PER_SECOND",
  39            "EBS_READ_BYTES_PER_SECOND",
  40            "EBS_READ_OPS_PER_SECOND",
  41            "EBS_WRITE_BYTES_PER_SECOND",
  42            "EBS_WRITE_OPS_PER_SECOND",
  43            "Memory",
  44            "NETWORK_IN_BYTES_PER_SECOND",
  45            "NETWORK_OUT_BYTES_PER_SECOND",
  46            "NETWORK_PACKETS_IN_PER_SECOND",
  47            "NETWORK_PACKETS_OUT_PER_SECOND",
  48        ]
  49    ] = Field(default=None, alias="name")
  50    statistic: Optional[Literal["Average", "Maximum"]] = Field(
  51        default=None, alias="statistic"
  52    )
  53    value: Optional[float] = Field(default=None, alias="value")
  54
  55
  56class MemorySizeConfigurationModel(BaseModel):
  57    memory: Optional[int] = Field(default=None, alias="memory")
  58    memory_reservation: Optional[int] = Field(default=None, alias="memoryReservation")
  59
  60
  61class CurrentPerformanceRiskRatingsModel(BaseModel):
  62    high: Optional[int] = Field(default=None, alias="high")
  63    medium: Optional[int] = Field(default=None, alias="medium")
  64    low: Optional[int] = Field(default=None, alias="low")
  65    very_low: Optional[int] = Field(default=None, alias="veryLow")
  66
  67
  68class ScopeModel(BaseModel):
  69    name: Optional[Literal["AccountId", "Organization", "ResourceArn"]] = Field(
  70        default=None, alias="name"
  71    )
  72    value: Optional[str] = Field(default=None, alias="value")
  73
  74
  75class JobFilterModel(BaseModel):
  76    name: Optional[Literal["JobStatus", "ResourceType"]] = Field(
  77        default=None, alias="name"
  78    )
  79    values: Optional[Sequence[str]] = Field(default=None, alias="values")
  80
  81
  82class PaginatorConfigModel(BaseModel):
  83    max_items: Optional[int] = Field(default=None, alias="MaxItems")
  84    page_size: Optional[int] = Field(default=None, alias="PageSize")
  85    starting_token: Optional[str] = Field(default=None, alias="StartingToken")
  86
  87
  88class ResponseMetadataModel(BaseModel):
  89    request_id: str = Field(alias="RequestId")
  90    host_id: str = Field(alias="HostId")
  91    http_status_code: int = Field(alias="HTTPStatusCode")
  92    http_headers: Dict[str, str] = Field(alias="HTTPHeaders")
  93    retry_attempts: int = Field(alias="RetryAttempts")
  94
  95
  96class EBSFilterModel(BaseModel):
  97    name: Optional[Literal["Finding"]] = Field(default=None, alias="name")
  98    values: Optional[Sequence[str]] = Field(default=None, alias="values")
  99
 100
 101class EBSUtilizationMetricModel(BaseModel):
 102    name: Optional[
 103        Literal[
 104            "VolumeReadBytesPerSecond",
 105            "VolumeReadOpsPerSecond",
 106            "VolumeWriteBytesPerSecond",
 107            "VolumeWriteOpsPerSecond",
 108        ]
 109    ] = Field(default=None, alias="name")
 110    statistic: Optional[Literal["Average", "Maximum"]] = Field(
 111        default=None, alias="statistic"
 112    )
 113    value: Optional[float] = Field(default=None, alias="value")
 114
 115
 116class ECSServiceProjectedMetricModel(BaseModel):
 117    name: Optional[Literal["Cpu", "Memory"]] = Field(default=None, alias="name")
 118    timestamps: Optional[List[datetime]] = Field(default=None, alias="timestamps")
 119    upper_bound_values: Optional[List[float]] = Field(
 120        default=None, alias="upperBoundValues"
 121    )
 122    lower_bound_values: Optional[List[float]] = Field(
 123        default=None, alias="lowerBoundValues"
 124    )
 125
 126
 127class ECSServiceProjectedUtilizationMetricModel(BaseModel):
 128    name: Optional[Literal["Cpu", "Memory"]] = Field(default=None, alias="name")
 129    statistic: Optional[Literal["Average", "Maximum"]] = Field(
 130        default=None, alias="statistic"
 131    )
 132    lower_bound_value: Optional[float] = Field(default=None, alias="lowerBoundValue")
 133    upper_bound_value: Optional[float] = Field(default=None, alias="upperBoundValue")
 134
 135
 136class ECSServiceRecommendationFilterModel(BaseModel):
 137    name: Optional[Literal["Finding", "FindingReasonCode"]] = Field(
 138        default=None, alias="name"
 139    )
 140    values: Optional[Sequence[str]] = Field(default=None, alias="values")
 141
 142
 143class ECSServiceUtilizationMetricModel(BaseModel):
 144    name: Optional[Literal["Cpu", "Memory"]] = Field(default=None, alias="name")
 145    statistic: Optional[Literal["Average", "Maximum"]] = Field(
 146        default=None, alias="statistic"
 147    )
 148    value: Optional[float] = Field(default=None, alias="value")
 149
 150
 151class ExternalMetricsPreferenceModel(BaseModel):
 152    source: Optional[Literal["Datadog", "Dynatrace", "Instana", "NewRelic"]] = Field(
 153        default=None, alias="source"
 154    )
 155
 156
 157class EnrollmentFilterModel(BaseModel):
 158    name: Optional[Literal["Status"]] = Field(default=None, alias="name")
 159    values: Optional[Sequence[str]] = Field(default=None, alias="values")
 160
 161
 162class EstimatedMonthlySavingsModel(BaseModel):
 163    currency: Optional[Literal["CNY", "USD"]] = Field(default=None, alias="currency")
 164    value: Optional[float] = Field(default=None, alias="value")
 165
 166
 167class FilterModel(BaseModel):
 168    name: Optional[
 169        Literal["Finding", "FindingReasonCodes", "RecommendationSourceType"]
 170    ] = Field(default=None, alias="name")
 171    values: Optional[Sequence[str]] = Field(default=None, alias="values")
 172
 173
 174class RecommendationPreferencesModel(BaseModel):
 175    cpu_vendor_architectures: Optional[
 176        Sequence[Literal["AWS_ARM64", "CURRENT"]]
 177    ] = Field(default=None, alias="cpuVendorArchitectures")
 178
 179
 180class S3DestinationConfigModel(BaseModel):
 181    bucket: Optional[str] = Field(default=None, alias="bucket")
 182    key_prefix: Optional[str] = Field(default=None, alias="keyPrefix")
 183
 184
 185class S3DestinationModel(BaseModel):
 186    bucket: Optional[str] = Field(default=None, alias="bucket")
 187    key: Optional[str] = Field(default=None, alias="key")
 188    metadata_key: Optional[str] = Field(default=None, alias="metadataKey")
 189
 190
 191class LambdaFunctionRecommendationFilterModel(BaseModel):
 192    name: Optional[Literal["Finding", "FindingReasonCode"]] = Field(
 193        default=None, alias="name"
 194    )
 195    values: Optional[Sequence[str]] = Field(default=None, alias="values")
 196
 197
 198class GetRecommendationErrorModel(BaseModel):
 199    identifier: Optional[str] = Field(default=None, alias="identifier")
 200    code: Optional[str] = Field(default=None, alias="code")
 201    message: Optional[str] = Field(default=None, alias="message")
 202
 203
 204class GetECSServiceRecommendationProjectedMetricsRequestModel(BaseModel):
 205    service_arn: str = Field(alias="serviceArn")
 206    stat: Literal["Average", "Maximum"] = Field(alias="stat")
 207    period: int = Field(alias="period")
 208    start_time: Union[datetime, str] = Field(alias="startTime")
 209    end_time: Union[datetime, str] = Field(alias="endTime")
 210
 211
 212class GetEffectiveRecommendationPreferencesRequestModel(BaseModel):
 213    resource_arn: str = Field(alias="resourceArn")
 214
 215
 216class GetRecommendationSummariesRequestModel(BaseModel):
 217    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 218    next_token: Optional[str] = Field(default=None, alias="nextToken")
 219    max_results: Optional[int] = Field(default=None, alias="maxResults")
 220
 221
 222class RecommendationSourceModel(BaseModel):
 223    recommendation_source_arn: Optional[str] = Field(
 224        default=None, alias="recommendationSourceArn"
 225    )
 226    recommendation_source_type: Optional[
 227        Literal[
 228            "AutoScalingGroup",
 229            "EbsVolume",
 230            "Ec2Instance",
 231            "EcsService",
 232            "LambdaFunction",
 233        ]
 234    ] = Field(default=None, alias="recommendationSourceType")
 235
 236
 237class LambdaFunctionMemoryProjectedMetricModel(BaseModel):
 238    name: Optional[Literal["Duration"]] = Field(default=None, alias="name")
 239    statistic: Optional[Literal["Expected", "LowerBound", "UpperBound"]] = Field(
 240        default=None, alias="statistic"
 241    )
 242    value: Optional[float] = Field(default=None, alias="value")
 243
 244
 245class LambdaFunctionUtilizationMetricModel(BaseModel):
 246    name: Optional[Literal["Duration", "Memory"]] = Field(default=None, alias="name")
 247    statistic: Optional[Literal["Average", "Maximum"]] = Field(
 248        default=None, alias="statistic"
 249    )
 250    value: Optional[float] = Field(default=None, alias="value")
 251
 252
 253class ProjectedMetricModel(BaseModel):
 254    name: Optional[
 255        Literal[
 256            "Cpu",
 257            "DISK_READ_BYTES_PER_SECOND",
 258            "DISK_READ_OPS_PER_SECOND",
 259            "DISK_WRITE_BYTES_PER_SECOND",
 260            "DISK_WRITE_OPS_PER_SECOND",
 261            "EBS_READ_BYTES_PER_SECOND",
 262            "EBS_READ_OPS_PER_SECOND",
 263            "EBS_WRITE_BYTES_PER_SECOND",
 264            "EBS_WRITE_OPS_PER_SECOND",
 265            "Memory",
 266            "NETWORK_IN_BYTES_PER_SECOND",
 267            "NETWORK_OUT_BYTES_PER_SECOND",
 268            "NETWORK_PACKETS_IN_PER_SECOND",
 269            "NETWORK_PACKETS_OUT_PER_SECOND",
 270        ]
 271    ] = Field(default=None, alias="name")
 272    timestamps: Optional[List[datetime]] = Field(default=None, alias="timestamps")
 273    values: Optional[List[float]] = Field(default=None, alias="values")
 274
 275
 276class ReasonCodeSummaryModel(BaseModel):
 277    name: Optional[Literal["MemoryOverprovisioned", "MemoryUnderprovisioned"]] = Field(
 278        default=None, alias="name"
 279    )
 280    value: Optional[float] = Field(default=None, alias="value")
 281
 282
 283class UpdateEnrollmentStatusRequestModel(BaseModel):
 284    status: Literal["Active", "Failed", "Inactive", "Pending"] = Field(alias="status")
 285    include_member_accounts: Optional[bool] = Field(
 286        default=None, alias="includeMemberAccounts"
 287    )
 288
 289
 290class VolumeConfigurationModel(BaseModel):
 291    volume_type: Optional[str] = Field(default=None, alias="volumeType")
 292    volume_size: Optional[int] = Field(default=None, alias="volumeSize")
 293    volume_baseline_iop_s: Optional[int] = Field(
 294        default=None, alias="volumeBaselineIOPS"
 295    )
 296    volume_burst_iop_s: Optional[int] = Field(default=None, alias="volumeBurstIOPS")
 297    volume_baseline_throughput: Optional[int] = Field(
 298        default=None, alias="volumeBaselineThroughput"
 299    )
 300    volume_burst_throughput: Optional[int] = Field(
 301        default=None, alias="volumeBurstThroughput"
 302    )
 303
 304
 305class ContainerConfigurationModel(BaseModel):
 306    container_name: Optional[str] = Field(default=None, alias="containerName")
 307    memory_size_configuration: Optional[MemorySizeConfigurationModel] = Field(
 308        default=None, alias="memorySizeConfiguration"
 309    )
 310    cpu: Optional[int] = Field(default=None, alias="cpu")
 311
 312
 313class ContainerRecommendationModel(BaseModel):
 314    container_name: Optional[str] = Field(default=None, alias="containerName")
 315    memory_size_configuration: Optional[MemorySizeConfigurationModel] = Field(
 316        default=None, alias="memorySizeConfiguration"
 317    )
 318    cpu: Optional[int] = Field(default=None, alias="cpu")
 319
 320
 321class DeleteRecommendationPreferencesRequestModel(BaseModel):
 322    resource_type: Literal[
 323        "AutoScalingGroup",
 324        "EbsVolume",
 325        "Ec2Instance",
 326        "EcsService",
 327        "LambdaFunction",
 328        "NotApplicable",
 329    ] = Field(alias="resourceType")
 330    recommendation_preference_names: Sequence[
 331        Literal[
 332            "EnhancedInfrastructureMetrics",
 333            "ExternalMetricsPreference",
 334            "InferredWorkloadTypes",
 335        ]
 336    ] = Field(alias="recommendationPreferenceNames")
 337    scope: Optional[ScopeModel] = Field(default=None, alias="scope")
 338
 339
 340class GetRecommendationPreferencesRequestModel(BaseModel):
 341    resource_type: Literal[
 342        "AutoScalingGroup",
 343        "EbsVolume",
 344        "Ec2Instance",
 345        "EcsService",
 346        "LambdaFunction",
 347        "NotApplicable",
 348    ] = Field(alias="resourceType")
 349    scope: Optional[ScopeModel] = Field(default=None, alias="scope")
 350    next_token: Optional[str] = Field(default=None, alias="nextToken")
 351    max_results: Optional[int] = Field(default=None, alias="maxResults")
 352
 353
 354class DescribeRecommendationExportJobsRequestModel(BaseModel):
 355    job_ids: Optional[Sequence[str]] = Field(default=None, alias="jobIds")
 356    filters: Optional[Sequence[JobFilterModel]] = Field(default=None, alias="filters")
 357    next_token: Optional[str] = Field(default=None, alias="nextToken")
 358    max_results: Optional[int] = Field(default=None, alias="maxResults")
 359
 360
 361class DescribeRecommendationExportJobsRequestDescribeRecommendationExportJobsPaginateModel(
 362    BaseModel
 363):
 364    job_ids: Optional[Sequence[str]] = Field(default=None, alias="jobIds")
 365    filters: Optional[Sequence[JobFilterModel]] = Field(default=None, alias="filters")
 366    pagination_config: Optional[PaginatorConfigModel] = Field(
 367        default=None, alias="PaginationConfig"
 368    )
 369
 370
 371class GetRecommendationPreferencesRequestGetRecommendationPreferencesPaginateModel(
 372    BaseModel
 373):
 374    resource_type: Literal[
 375        "AutoScalingGroup",
 376        "EbsVolume",
 377        "Ec2Instance",
 378        "EcsService",
 379        "LambdaFunction",
 380        "NotApplicable",
 381    ] = Field(alias="resourceType")
 382    scope: Optional[ScopeModel] = Field(default=None, alias="scope")
 383    pagination_config: Optional[PaginatorConfigModel] = Field(
 384        default=None, alias="PaginationConfig"
 385    )
 386
 387
 388class GetRecommendationSummariesRequestGetRecommendationSummariesPaginateModel(
 389    BaseModel
 390):
 391    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 392    pagination_config: Optional[PaginatorConfigModel] = Field(
 393        default=None, alias="PaginationConfig"
 394    )
 395
 396
 397class GetEnrollmentStatusResponseModel(BaseModel):
 398    status: Literal["Active", "Failed", "Inactive", "Pending"] = Field(alias="status")
 399    status_reason: str = Field(alias="statusReason")
 400    member_accounts_enrolled: bool = Field(alias="memberAccountsEnrolled")
 401    last_updated_timestamp: datetime = Field(alias="lastUpdatedTimestamp")
 402    number_of_member_accounts_opted_in: int = Field(
 403        alias="numberOfMemberAccountsOptedIn"
 404    )
 405    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 406
 407
 408class GetEnrollmentStatusesForOrganizationResponseModel(BaseModel):
 409    account_enrollment_statuses: List[AccountEnrollmentStatusModel] = Field(
 410        alias="accountEnrollmentStatuses"
 411    )
 412    next_token: str = Field(alias="nextToken")
 413    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 414
 415
 416class UpdateEnrollmentStatusResponseModel(BaseModel):
 417    status: Literal["Active", "Failed", "Inactive", "Pending"] = Field(alias="status")
 418    status_reason: str = Field(alias="statusReason")
 419    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 420
 421
 422class GetEBSVolumeRecommendationsRequestModel(BaseModel):
 423    volume_arns: Optional[Sequence[str]] = Field(default=None, alias="volumeArns")
 424    next_token: Optional[str] = Field(default=None, alias="nextToken")
 425    max_results: Optional[int] = Field(default=None, alias="maxResults")
 426    filters: Optional[Sequence[EBSFilterModel]] = Field(default=None, alias="filters")
 427    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 428
 429
 430class ECSServiceRecommendedOptionProjectedMetricModel(BaseModel):
 431    recommended_cpu_units: Optional[int] = Field(
 432        default=None, alias="recommendedCpuUnits"
 433    )
 434    recommended_memory_size: Optional[int] = Field(
 435        default=None, alias="recommendedMemorySize"
 436    )
 437    projected_metrics: Optional[List[ECSServiceProjectedMetricModel]] = Field(
 438        default=None, alias="projectedMetrics"
 439    )
 440
 441
 442class GetECSServiceRecommendationsRequestModel(BaseModel):
 443    service_arns: Optional[Sequence[str]] = Field(default=None, alias="serviceArns")
 444    next_token: Optional[str] = Field(default=None, alias="nextToken")
 445    max_results: Optional[int] = Field(default=None, alias="maxResults")
 446    filters: Optional[Sequence[ECSServiceRecommendationFilterModel]] = Field(
 447        default=None, alias="filters"
 448    )
 449    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 450
 451
 452class EffectiveRecommendationPreferencesModel(BaseModel):
 453    cpu_vendor_architectures: Optional[List[Literal["AWS_ARM64", "CURRENT"]]] = Field(
 454        default=None, alias="cpuVendorArchitectures"
 455    )
 456    enhanced_infrastructure_metrics: Optional[Literal["Active", "Inactive"]] = Field(
 457        default=None, alias="enhancedInfrastructureMetrics"
 458    )
 459    inferred_workload_types: Optional[Literal["Active", "Inactive"]] = Field(
 460        default=None, alias="inferredWorkloadTypes"
 461    )
 462    external_metrics_preference: Optional[ExternalMetricsPreferenceModel] = Field(
 463        default=None, alias="externalMetricsPreference"
 464    )
 465
 466
 467class GetEffectiveRecommendationPreferencesResponseModel(BaseModel):
 468    enhanced_infrastructure_metrics: Literal["Active", "Inactive"] = Field(
 469        alias="enhancedInfrastructureMetrics"
 470    )
 471    external_metrics_preference: ExternalMetricsPreferenceModel = Field(
 472        alias="externalMetricsPreference"
 473    )
 474    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 475
 476
 477class PutRecommendationPreferencesRequestModel(BaseModel):
 478    resource_type: Literal[
 479        "AutoScalingGroup",
 480        "EbsVolume",
 481        "Ec2Instance",
 482        "EcsService",
 483        "LambdaFunction",
 484        "NotApplicable",
 485    ] = Field(alias="resourceType")
 486    scope: Optional[ScopeModel] = Field(default=None, alias="scope")
 487    enhanced_infrastructure_metrics: Optional[Literal["Active", "Inactive"]] = Field(
 488        default=None, alias="enhancedInfrastructureMetrics"
 489    )
 490    inferred_workload_types: Optional[Literal["Active", "Inactive"]] = Field(
 491        default=None, alias="inferredWorkloadTypes"
 492    )
 493    external_metrics_preference: Optional[ExternalMetricsPreferenceModel] = Field(
 494        default=None, alias="externalMetricsPreference"
 495    )
 496
 497
 498class RecommendationPreferencesDetailModel(BaseModel):
 499    scope: Optional[ScopeModel] = Field(default=None, alias="scope")
 500    resource_type: Optional[
 501        Literal[
 502            "AutoScalingGroup",
 503            "EbsVolume",
 504            "Ec2Instance",
 505            "EcsService",
 506            "LambdaFunction",
 507            "NotApplicable",
 508        ]
 509    ] = Field(default=None, alias="resourceType")
 510    enhanced_infrastructure_metrics: Optional[Literal["Active", "Inactive"]] = Field(
 511        default=None, alias="enhancedInfrastructureMetrics"
 512    )
 513    inferred_workload_types: Optional[Literal["Active", "Inactive"]] = Field(
 514        default=None, alias="inferredWorkloadTypes"
 515    )
 516    external_metrics_preference: Optional[ExternalMetricsPreferenceModel] = Field(
 517        default=None, alias="externalMetricsPreference"
 518    )
 519
 520
 521class GetEnrollmentStatusesForOrganizationRequestGetEnrollmentStatusesForOrganizationPaginateModel(
 522    BaseModel
 523):
 524    filters: Optional[Sequence[EnrollmentFilterModel]] = Field(
 525        default=None, alias="filters"
 526    )
 527    pagination_config: Optional[PaginatorConfigModel] = Field(
 528        default=None, alias="PaginationConfig"
 529    )
 530
 531
 532class GetEnrollmentStatusesForOrganizationRequestModel(BaseModel):
 533    filters: Optional[Sequence[EnrollmentFilterModel]] = Field(
 534        default=None, alias="filters"
 535    )
 536    next_token: Optional[str] = Field(default=None, alias="nextToken")
 537    max_results: Optional[int] = Field(default=None, alias="maxResults")
 538
 539
 540class SavingsOpportunityModel(BaseModel):
 541    savings_opportunity_percentage: Optional[float] = Field(
 542        default=None, alias="savingsOpportunityPercentage"
 543    )
 544    estimated_monthly_savings: Optional[EstimatedMonthlySavingsModel] = Field(
 545        default=None, alias="estimatedMonthlySavings"
 546    )
 547
 548
 549class GetAutoScalingGroupRecommendationsRequestModel(BaseModel):
 550    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 551    auto_scaling_group_arns: Optional[Sequence[str]] = Field(
 552        default=None, alias="autoScalingGroupArns"
 553    )
 554    next_token: Optional[str] = Field(default=None, alias="nextToken")
 555    max_results: Optional[int] = Field(default=None, alias="maxResults")
 556    filters: Optional[Sequence[FilterModel]] = Field(default=None, alias="filters")
 557    recommendation_preferences: Optional[RecommendationPreferencesModel] = Field(
 558        default=None, alias="recommendationPreferences"
 559    )
 560
 561
 562class GetEC2InstanceRecommendationsRequestModel(BaseModel):
 563    instance_arns: Optional[Sequence[str]] = Field(default=None, alias="instanceArns")
 564    next_token: Optional[str] = Field(default=None, alias="nextToken")
 565    max_results: Optional[int] = Field(default=None, alias="maxResults")
 566    filters: Optional[Sequence[FilterModel]] = Field(default=None, alias="filters")
 567    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 568    recommendation_preferences: Optional[RecommendationPreferencesModel] = Field(
 569        default=None, alias="recommendationPreferences"
 570    )
 571
 572
 573class GetEC2RecommendationProjectedMetricsRequestModel(BaseModel):
 574    instance_arn: str = Field(alias="instanceArn")
 575    stat: Literal["Average", "Maximum"] = Field(alias="stat")
 576    period: int = Field(alias="period")
 577    start_time: Union[datetime, str] = Field(alias="startTime")
 578    end_time: Union[datetime, str] = Field(alias="endTime")
 579    recommendation_preferences: Optional[RecommendationPreferencesModel] = Field(
 580        default=None, alias="recommendationPreferences"
 581    )
 582
 583
 584class ExportAutoScalingGroupRecommendationsRequestModel(BaseModel):
 585    s3_destination_config: S3DestinationConfigModel = Field(alias="s3DestinationConfig")
 586    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 587    filters: Optional[Sequence[FilterModel]] = Field(default=None, alias="filters")
 588    fields_to_export: Optional[
 589        Sequence[
 590            Literal[
 591                "AccountId",
 592                "AutoScalingGroupArn",
 593                "AutoScalingGroupName",
 594                "CurrentConfigurationDesiredCapacity",
 595                "CurrentConfigurationInstanceType",
 596                "CurrentConfigurationMaxSize",
 597                "CurrentConfigurationMinSize",
 598                "CurrentMemory",
 599                "CurrentNetwork",
 600                "CurrentOnDemandPrice",
 601                "CurrentPerformanceRisk",
 602                "CurrentStandardOneYearNoUpfrontReservedPrice",
 603                "CurrentStandardThreeYearNoUpfrontReservedPrice",
 604                "CurrentStorage",
 605                "CurrentVCpus",
 606                "EffectiveRecommendationPreferencesCpuVendorArchitectures",
 607                "EffectiveRecommendationPreferencesEnhancedInfrastructureMetrics",
 608                "EffectiveRecommendationPreferencesInferredWorkloadTypes",
 609                "Finding",
 610                "InferredWorkloadTypes",
 611                "LastRefreshTimestamp",
 612                "LookbackPeriodInDays",
 613                "RecommendationOptionsConfigurationDesiredCapacity",
 614                "RecommendationOptionsConfigurationInstanceType",
 615                "RecommendationOptionsConfigurationMaxSize",
 616                "RecommendationOptionsConfigurationMinSize",
 617                "RecommendationOptionsEstimatedMonthlySavingsCurrency",
 618                "RecommendationOptionsEstimatedMonthlySavingsValue",
 619                "RecommendationOptionsMemory",
 620                "RecommendationOptionsMigrationEffort",
 621                "RecommendationOptionsNetwork",
 622                "RecommendationOptionsOnDemandPrice",
 623                "RecommendationOptionsPerformanceRisk",
 624                "RecommendationOptionsProjectedUtilizationMetricsCpuMaximum",
 625                "RecommendationOptionsProjectedUtilizationMetricsMemoryMaximum",
 626                "RecommendationOptionsSavingsOpportunityPercentage",
 627                "RecommendationOptionsStandardOneYearNoUpfrontReservedPrice",
 628                "RecommendationOptionsStandardThreeYearNoUpfrontReservedPrice",
 629                "RecommendationOptionsStorage",
 630                "RecommendationOptionsVcpus",
 631                "UtilizationMetricsCpuMaximum",
 632                "UtilizationMetricsDiskReadBytesPerSecondMaximum",
 633                "UtilizationMetricsDiskReadOpsPerSecondMaximum",
 634                "UtilizationMetricsDiskWriteBytesPerSecondMaximum",
 635                "UtilizationMetricsDiskWriteOpsPerSecondMaximum",
 636                "UtilizationMetricsEbsReadBytesPerSecondMaximum",
 637                "UtilizationMetricsEbsReadOpsPerSecondMaximum",
 638                "UtilizationMetricsEbsWriteBytesPerSecondMaximum",
 639                "UtilizationMetricsEbsWriteOpsPerSecondMaximum",
 640                "UtilizationMetricsMemoryMaximum",
 641                "UtilizationMetricsNetworkInBytesPerSecondMaximum",
 642                "UtilizationMetricsNetworkOutBytesPerSecondMaximum",
 643                "UtilizationMetricsNetworkPacketsInPerSecondMaximum",
 644                "UtilizationMetricsNetworkPacketsOutPerSecondMaximum",
 645            ]
 646        ]
 647    ] = Field(default=None, alias="fieldsToExport")
 648    file_format: Optional[Literal["Csv"]] = Field(default=None, alias="fileFormat")
 649    include_member_accounts: Optional[bool] = Field(
 650        default=None, alias="includeMemberAccounts"
 651    )
 652    recommendation_preferences: Optional[RecommendationPreferencesModel] = Field(
 653        default=None, alias="recommendationPreferences"
 654    )
 655
 656
 657class ExportEBSVolumeRecommendationsRequestModel(BaseModel):
 658    s3_destination_config: S3DestinationConfigModel = Field(alias="s3DestinationConfig")
 659    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 660    filters: Optional[Sequence[EBSFilterModel]] = Field(default=None, alias="filters")
 661    fields_to_export: Optional[
 662        Sequence[
 663            Literal[
 664                "AccountId",
 665                "CurrentConfigurationVolumeBaselineIOPS",
 666                "CurrentConfigurationVolumeBaselineThroughput",
 667                "CurrentConfigurationVolumeBurstIOPS",
 668                "CurrentConfigurationVolumeBurstThroughput",
 669                "CurrentConfigurationVolumeSize",
 670                "CurrentConfigurationVolumeType",
 671                "CurrentMonthlyPrice",
 672                "CurrentPerformanceRisk",
 673                "Finding",
 674                "LastRefreshTimestamp",
 675                "LookbackPeriodInDays",
 676                "RecommendationOptionsConfigurationVolumeBaselineIOPS",
 677                "RecommendationOptionsConfigurationVolumeBaselineThroughput",
 678                "RecommendationOptionsConfigurationVolumeBurstIOPS",
 679                "RecommendationOptionsConfigurationVolumeBurstThroughput",
 680                "RecommendationOptionsConfigurationVolumeSize",
 681                "RecommendationOptionsConfigurationVolumeType",
 682                "RecommendationOptionsEstimatedMonthlySavingsCurrency",
 683                "RecommendationOptionsEstimatedMonthlySavingsValue",
 684                "RecommendationOptionsMonthlyPrice",
 685                "RecommendationOptionsPerformanceRisk",
 686                "RecommendationOptionsSavingsOpportunityPercentage",
 687                "UtilizationMetricsVolumeReadBytesPerSecondMaximum",
 688                "UtilizationMetricsVolumeReadOpsPerSecondMaximum",
 689                "UtilizationMetricsVolumeWriteBytesPerSecondMaximum",
 690                "UtilizationMetricsVolumeWriteOpsPerSecondMaximum",
 691                "VolumeArn",
 692            ]
 693        ]
 694    ] = Field(default=None, alias="fieldsToExport")
 695    file_format: Optional[Literal["Csv"]] = Field(default=None, alias="fileFormat")
 696    include_member_accounts: Optional[bool] = Field(
 697        default=None, alias="includeMemberAccounts"
 698    )
 699
 700
 701class ExportEC2InstanceRecommendationsRequestModel(BaseModel):
 702    s3_destination_config: S3DestinationConfigModel = Field(alias="s3DestinationConfig")
 703    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 704    filters: Optional[Sequence[FilterModel]] = Field(default=None, alias="filters")
 705    fields_to_export: Optional[
 706        Sequence[
 707            Literal[
 708                "AccountId",
 709                "CurrentInstanceType",
 710                "CurrentMemory",
 711                "CurrentNetwork",
 712                "CurrentOnDemandPrice",
 713                "CurrentPerformanceRisk",
 714                "CurrentStandardOneYearNoUpfrontReservedPrice",
 715                "CurrentStandardThreeYearNoUpfrontReservedPrice",
 716                "CurrentStorage",
 717                "CurrentVCpus",
 718                "EffectiveRecommendationPreferencesCpuVendorArchitectures",
 719                "EffectiveRecommendationPreferencesEnhancedInfrastructureMetrics",
 720                "EffectiveRecommendationPreferencesExternalMetricsSource",
 721                "EffectiveRecommendationPreferencesInferredWorkloadTypes",
 722                "Finding",
 723                "FindingReasonCodes",
 724                "InferredWorkloadTypes",
 725                "InstanceArn",
 726                "InstanceName",
 727                "LastRefreshTimestamp",
 728                "LookbackPeriodInDays",
 729                "RecommendationOptionsEstimatedMonthlySavingsCurrency",
 730                "RecommendationOptionsEstimatedMonthlySavingsValue",
 731                "RecommendationOptionsInstanceType",
 732                "RecommendationOptionsMemory",
 733                "RecommendationOptionsMigrationEffort",
 734                "RecommendationOptionsNetwork",
 735                "RecommendationOptionsOnDemandPrice",
 736                "RecommendationOptionsPerformanceRisk",
 737                "RecommendationOptionsPlatformDifferences",
 738                "RecommendationOptionsProjectedUtilizationMetricsCpuMaximum",
 739                "RecommendationOptionsProjectedUtilizationMetricsMemoryMaximum",
 740                "RecommendationOptionsSavingsOpportunityPercentage",
 741                "RecommendationOptionsStandardOneYearNoUpfrontReservedPrice",
 742                "RecommendationOptionsStandardThreeYearNoUpfrontReservedPrice",
 743                "RecommendationOptionsStorage",
 744                "RecommendationOptionsVcpus",
 745                "RecommendationsSourcesRecommendationSourceArn",
 746                "RecommendationsSourcesRecommendationSourceType",
 747                "UtilizationMetricsCpuMaximum",
 748                "UtilizationMetricsDiskReadBytesPerSecondMaximum",
 749                "UtilizationMetricsDiskReadOpsPerSecondMaximum",
 750                "UtilizationMetricsDiskWriteBytesPerSecondMaximum",
 751                "UtilizationMetricsDiskWriteOpsPerSecondMaximum",
 752                "UtilizationMetricsEbsReadBytesPerSecondMaximum",
 753                "UtilizationMetricsEbsReadOpsPerSecondMaximum",
 754                "UtilizationMetricsEbsWriteBytesPerSecondMaximum",
 755                "UtilizationMetricsEbsWriteOpsPerSecondMaximum",
 756                "UtilizationMetricsMemoryMaximum",
 757                "UtilizationMetricsNetworkInBytesPerSecondMaximum",
 758                "UtilizationMetricsNetworkOutBytesPerSecondMaximum",
 759                "UtilizationMetricsNetworkPacketsInPerSecondMaximum",
 760                "UtilizationMetricsNetworkPacketsOutPerSecondMaximum",
 761            ]
 762        ]
 763    ] = Field(default=None, alias="fieldsToExport")
 764    file_format: Optional[Literal["Csv"]] = Field(default=None, alias="fileFormat")
 765    include_member_accounts: Optional[bool] = Field(
 766        default=None, alias="includeMemberAccounts"
 767    )
 768    recommendation_preferences: Optional[RecommendationPreferencesModel] = Field(
 769        default=None, alias="recommendationPreferences"
 770    )
 771
 772
 773class ExportECSServiceRecommendationsRequestModel(BaseModel):
 774    s3_destination_config: S3DestinationConfigModel = Field(alias="s3DestinationConfig")
 775    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 776    filters: Optional[Sequence[ECSServiceRecommendationFilterModel]] = Field(
 777        default=None, alias="filters"
 778    )
 779    fields_to_export: Optional[
 780        Sequence[
 781            Literal[
 782                "AccountId",
 783                "CurrentPerformanceRisk",
 784                "CurrentServiceConfigurationAutoScalingConfiguration",
 785                "CurrentServiceConfigurationCpu",
 786                "CurrentServiceConfigurationMemory",
 787                "CurrentServiceConfigurationTaskDefinitionArn",
 788                "CurrentServiceContainerConfigurations",
 789                "Finding",
 790                "FindingReasonCodes",
 791                "LastRefreshTimestamp",
 792                "LaunchType",
 793                "LookbackPeriodInDays",
 794                "RecommendationOptionsContainerRecommendations",
 795                "RecommendationOptionsCpu",
 796                "RecommendationOptionsEstimatedMonthlySavingsCurrency",
 797                "RecommendationOptionsEstimatedMonthlySavingsValue",
 798                "RecommendationOptionsMemory",
 799                "RecommendationOptionsProjectedUtilizationMetricsCpuMaximum",
 800                "RecommendationOptionsProjectedUtilizationMetricsMemoryMaximum",
 801                "RecommendationOptionsSavingsOpportunityPercentage",
 802                "ServiceArn",
 803                "UtilizationMetricsCpuMaximum",
 804                "UtilizationMetricsMemoryMaximum",
 805            ]
 806        ]
 807    ] = Field(default=None, alias="fieldsToExport")
 808    file_format: Optional[Literal["Csv"]] = Field(default=None, alias="fileFormat")
 809    include_member_accounts: Optional[bool] = Field(
 810        default=None, alias="includeMemberAccounts"
 811    )
 812
 813
 814class ExportAutoScalingGroupRecommendationsResponseModel(BaseModel):
 815    job_id: str = Field(alias="jobId")
 816    s3_destination: S3DestinationModel = Field(alias="s3Destination")
 817    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 818
 819
 820class ExportDestinationModel(BaseModel):
 821    s3: Optional[S3DestinationModel] = Field(default=None, alias="s3")
 822
 823
 824class ExportEBSVolumeRecommendationsResponseModel(BaseModel):
 825    job_id: str = Field(alias="jobId")
 826    s3_destination: S3DestinationModel = Field(alias="s3Destination")
 827    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 828
 829
 830class ExportEC2InstanceRecommendationsResponseModel(BaseModel):
 831    job_id: str = Field(alias="jobId")
 832    s3_destination: S3DestinationModel = Field(alias="s3Destination")
 833    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 834
 835
 836class ExportECSServiceRecommendationsResponseModel(BaseModel):
 837    job_id: str = Field(alias="jobId")
 838    s3_destination: S3DestinationModel = Field(alias="s3Destination")
 839    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 840
 841
 842class ExportLambdaFunctionRecommendationsResponseModel(BaseModel):
 843    job_id: str = Field(alias="jobId")
 844    s3_destination: S3DestinationModel = Field(alias="s3Destination")
 845    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 846
 847
 848class ExportLambdaFunctionRecommendationsRequestModel(BaseModel):
 849    s3_destination_config: S3DestinationConfigModel = Field(alias="s3DestinationConfig")
 850    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 851    filters: Optional[Sequence[LambdaFunctionRecommendationFilterModel]] = Field(
 852        default=None, alias="filters"
 853    )
 854    fields_to_export: Optional[
 855        Sequence[
 856            Literal[
 857                "AccountId",
 858                "CurrentConfigurationMemorySize",
 859                "CurrentConfigurationTimeout",
 860                "CurrentCostAverage",
 861                "CurrentCostTotal",
 862                "CurrentPerformanceRisk",
 863                "Finding",
 864                "FindingReasonCodes",
 865                "FunctionArn",
 866                "FunctionVersion",
 867                "LastRefreshTimestamp",
 868                "LookbackPeriodInDays",
 869                "NumberOfInvocations",
 870                "RecommendationOptionsConfigurationMemorySize",
 871                "RecommendationOptionsCostHigh",
 872                "RecommendationOptionsCostLow",
 873                "RecommendationOptionsEstimatedMonthlySavingsCurrency",
 874                "RecommendationOptionsEstimatedMonthlySavingsValue",
 875                "RecommendationOptionsProjectedUtilizationMetricsDurationExpected",
 876                "RecommendationOptionsProjectedUtilizationMetricsDurationLowerBound",
 877                "RecommendationOptionsProjectedUtilizationMetricsDurationUpperBound",
 878                "RecommendationOptionsSavingsOpportunityPercentage",
 879                "UtilizationMetricsDurationAverage",
 880                "UtilizationMetricsDurationMaximum",
 881                "UtilizationMetricsMemoryAverage",
 882                "UtilizationMetricsMemoryMaximum",
 883            ]
 884        ]
 885    ] = Field(default=None, alias="fieldsToExport")
 886    file_format: Optional[Literal["Csv"]] = Field(default=None, alias="fileFormat")
 887    include_member_accounts: Optional[bool] = Field(
 888        default=None, alias="includeMemberAccounts"
 889    )
 890
 891
 892class GetLambdaFunctionRecommendationsRequestGetLambdaFunctionRecommendationsPaginateModel(
 893    BaseModel
 894):
 895    function_arns: Optional[Sequence[str]] = Field(default=None, alias="functionArns")
 896    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 897    filters: Optional[Sequence[LambdaFunctionRecommendationFilterModel]] = Field(
 898        default=None, alias="filters"
 899    )
 900    pagination_config: Optional[PaginatorConfigModel] = Field(
 901        default=None, alias="PaginationConfig"
 902    )
 903
 904
 905class GetLambdaFunctionRecommendationsRequestModel(BaseModel):
 906    function_arns: Optional[Sequence[str]] = Field(default=None, alias="functionArns")
 907    account_ids: Optional[Sequence[str]] = Field(default=None, alias="accountIds")
 908    filters: Optional[Sequence[LambdaFunctionRecommendationFilterModel]] = Field(
 909        default=None, alias="filters"
 910    )
 911    next_token: Optional[str] = Field(default=None, alias="nextToken")
 912    max_results: Optional[int] = Field(default=None, alias="maxResults")
 913
 914
 915class RecommendedOptionProjectedMetricModel(BaseModel):
 916    recommended_instance_type: Optional[str] = Field(
 917        default=None, alias="recommendedInstanceType"
 918    )
 919    rank: Optional[int] = Field(default=None, alias="rank")
 920    projected_metrics: Optional[List[ProjectedMetricModel]] = Field(
 921        default=None, alias="projectedMetrics"
 922    )
 923
 924
 925class SummaryModel(BaseModel):
 926    name: Optional[
 927        Literal["NotOptimized", "Optimized", "Overprovisioned", "Underprovisioned"]
 928    ] = Field(default=None, alias="name")
 929    value: Optional[float] = Field(default=None, alias="value")
 930    reason_code_summaries: Optional[List[ReasonCodeSummaryModel]] = Field(
 931        default=None, alias="reasonCodeSummaries"
 932    )
 933
 934
 935class ServiceConfigurationModel(BaseModel):
 936    memory: Optional[int] = Field(default=None, alias="memory")
 937    cpu: Optional[int] = Field(default=None, alias="cpu")
 938    container_configurations: Optional[List[ContainerConfigurationModel]] = Field(
 939        default=None, alias="containerConfigurations"
 940    )
 941    auto_scaling_configuration: Optional[
 942        Literal["TargetTrackingScalingCpu", "TargetTrackingScalingMemory"]
 943    ] = Field(default=None, alias="autoScalingConfiguration")
 944    task_definition_arn: Optional[str] = Field(default=None, alias="taskDefinitionArn")
 945
 946
 947class GetECSServiceRecommendationProjectedMetricsResponseModel(BaseModel):
 948    recommended_option_projected_metrics: List[
 949        ECSServiceRecommendedOptionProjectedMetricModel
 950    ] = Field(alias="recommendedOptionProjectedMetrics")
 951    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 952
 953
 954class GetRecommendationPreferencesResponseModel(BaseModel):
 955    next_token: str = Field(alias="nextToken")
 956    recommendation_preferences_details: List[
 957        RecommendationPreferencesDetailModel
 958    ] = Field(alias="recommendationPreferencesDetails")
 959    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
 960
 961
 962class AutoScalingGroupRecommendationOptionModel(BaseModel):
 963    configuration: Optional[AutoScalingGroupConfigurationModel] = Field(
 964        default=None, alias="configuration"
 965    )
 966    projected_utilization_metrics: Optional[List[UtilizationMetricModel]] = Field(
 967        default=None, alias="projectedUtilizationMetrics"
 968    )
 969    performance_risk: Optional[float] = Field(default=None, alias="performanceRisk")
 970    rank: Optional[int] = Field(default=None, alias="rank")
 971    savings_opportunity: Optional[SavingsOpportunityModel] = Field(
 972        default=None, alias="savingsOpportunity"
 973    )
 974    migration_effort: Optional[Literal["High", "Low", "Medium", "VeryLow"]] = Field(
 975        default=None, alias="migrationEffort"
 976    )
 977
 978
 979class ECSServiceRecommendationOptionModel(BaseModel):
 980    memory: Optional[int] = Field(default=None, alias="memory")
 981    cpu: Optional[int] = Field(default=None, alias="cpu")
 982    savings_opportunity: Optional[SavingsOpportunityModel] = Field(
 983        default=None, alias="savingsOpportunity"
 984    )
 985    projected_utilization_metrics: Optional[
 986        List[ECSServiceProjectedUtilizationMetricModel]
 987    ] = Field(default=None, alias="projectedUtilizationMetrics")
 988    container_recommendations: Optional[List[ContainerRecommendationModel]] = Field(
 989        default=None, alias="containerRecommendations"
 990    )
 991
 992
 993class InstanceRecommendationOptionModel(BaseModel):
 994    instance_type: Optional[str] = Field(default=None, alias="instanceType")
 995    projected_utilization_metrics: Optional[List[UtilizationMetricModel]] = Field(
 996        default=None, alias="projectedUtilizationMetrics"
 997    )
 998    platform_differences: Optional[
 999        List[
1000            Literal[
1001                "Architecture",
1002                "Hypervisor",
1003                "InstanceStoreAvailability",
1004                "NetworkInterface",
1005                "StorageInterface",
1006                "VirtualizationType",
1007            ]
1008        ]
1009    ] = Field(default=None, alias="platformDifferences")
1010    performance_risk: Optional[float] = Field(default=None, alias="performanceRisk")
1011    rank: Optional[int] = Field(default=None, alias="rank")
1012    savings_opportunity: Optional[SavingsOpportunityModel] = Field(
1013        default=None, alias="savingsOpportunity"
1014    )
1015    migration_effort: Optional[Literal["High", "Low", "Medium", "VeryLow"]] = Field(
1016        default=None, alias="migrationEffort"
1017    )
1018
1019
1020class LambdaFunctionMemoryRecommendationOptionModel(BaseModel):
1021    rank: Optional[int] = Field(default=None, alias="rank")
1022    memory_size: Optional[int] = Field(default=None, alias="memorySize")
1023    projected_utilization_metrics: Optional[
1024        List[LambdaFunctionMemoryProjectedMetricModel]
1025    ] = Field(default=None, alias="projectedUtilizationMetrics")
1026    savings_opportunity: Optional[SavingsOpportunityModel] = Field(
1027        default=None, alias="savingsOpportunity"
1028    )
1029
1030
1031class VolumeRecommendationOptionModel(BaseModel):
1032    configuration: Optional[VolumeConfigurationModel] = Field(
1033        default=None, alias="configuration"
1034    )
1035    performance_risk: Optional[float] = Field(default=None, alias="performanceRisk")
1036    rank: Optional[int] = Field(default=None, alias="rank")
1037    savings_opportunity: Optional[SavingsOpportunityModel] = Field(
1038        default=None, alias="savingsOpportunity"
1039    )
1040
1041
1042class RecommendationExportJobModel(BaseModel):
1043    job_id: Optional[str] = Field(default=None, alias="jobId")
1044    destination: Optional[ExportDestinationModel] = Field(
1045        default=None, alias="destination"
1046    )
1047    resource_type: Optional[
1048        Literal[
1049            "AutoScalingGroup",
1050            "EbsVolume",
1051            "Ec2Instance",
1052            "EcsService",
1053            "LambdaFunction",
1054            "NotApplicable",
1055        ]
1056    ] = Field(default=None, alias="resourceType")
1057    status: Optional[Literal["Complete", "Failed", "InProgress", "Queued"]] = Field(
1058        default=None, alias="status"
1059    )
1060    creation_timestamp: Optional[datetime] = Field(
1061        default=None, alias="creationTimestamp"
1062    )
1063    last_updated_timestamp: Optional[datetime] = Field(
1064        default=None, alias="lastUpdatedTimestamp"
1065    )
1066    failure_reason: Optional[str] = Field(default=None, alias="failureReason")
1067
1068
1069class GetEC2RecommendationProjectedMetricsResponseModel(BaseModel):
1070    recommended_option_projected_metrics: List[
1071        RecommendedOptionProjectedMetricModel
1072    ] = Field(alias="recommendedOptionProjectedMetrics")
1073    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
1074
1075
1076class RecommendationSummaryModel(BaseModel):
1077    summaries: Optional[List[SummaryModel]] = Field(default=None, alias="summaries")
1078    recommendation_resource_type: Optional[
1079        Literal[
1080            "AutoScalingGroup",
1081            "EbsVolume",
1082            "Ec2Instance",
1083            "EcsService",
1084            "LambdaFunction",
1085        ]
1086    ] = Field(default=None, alias="recommendationResourceType")
1087    account_id: Optional[str] = Field(default=None, alias="accountId")
1088    savings_opportunity: Optional[SavingsOpportunityModel] = Field(
1089        default=None, alias="savingsOpportunity"
1090    )
1091    current_performance_risk_ratings: Optional[
1092        CurrentPerformanceRiskRatingsModel
1093    ] = Field(default=None, alias="currentPerformanceRiskRatings")
1094
1095
1096class AutoScalingGroupRecommendationModel(BaseModel):
1097    account_id: Optional[str] = Field(default=None, alias="accountId")
1098    auto_scaling_group_arn: Optional[str] = Field(
1099        default=None, alias="autoScalingGroupArn"
1100    )
1101    auto_scaling_group_name: Optional[str] = Field(
1102        default=None, alias="autoScalingGroupName"
1103    )
1104    finding: Optional[
1105        Literal["NotOptimized", "Optimized", "Overprovisioned", "Underprovisioned"]
1106    ] = Field(default=None, alias="finding")
1107    utilization_metrics: Optional[List[UtilizationMetricModel]] = Field(
1108        default=None, alias="utilizationMetrics"
1109    )
1110    look_back_period_in_days: Optional[float] = Field(
1111        default=None, alias="lookBackPeriodInDays"
1112    )
1113    current_configuration: Optional[AutoScalingGroupConfigurationModel] = Field(
1114        default=None, alias="currentConfiguration"
1115    )
1116    recommendation_options: Optional[
1117        List[AutoScalingGroupRecommendationOptionModel]
1118    ] = Field(default=None, alias="recommendationOptions")
1119    last_refresh_timestamp: Optional[datetime] = Field(
1120        default=None, alias="lastRefreshTimestamp"
1121    )
1122    current_performance_risk: Optional[
1123        Literal["High", "Low", "Medium", "VeryLow"]
1124    ] = Field(default=None, alias="currentPerformanceRisk")
1125    effective_recommendation_preferences: Optional[
1126        EffectiveRecommendationPreferencesModel
1127    ] = Field(default=None, alias="effectiveRecommendationPreferences")
1128    inferred_workload_types: Optional[
1129        List[
1130            Literal[
1131                "AmazonEmr",
1132                "ApacheCassandra",
1133                "ApacheHadoop",
1134                "Kafka",
1135                "Memcached",
1136                "Nginx",
1137                "PostgreSql",
1138                "Redis",
1139            ]
1140        ]
1141    ] = Field(default=None, alias="inferredWorkloadTypes")
1142
1143
1144class ECSServiceRecommendationModel(BaseModel):
1145    service_arn: Optional[str] = Field(default=None, alias="serviceArn")
1146    account_id: Optional[str] = Field(default=None, alias="accountId")
1147    current_service_configuration: Optional[ServiceConfigurationModel] = Field(
1148        default=None, alias="currentServiceConfiguration"
1149    )
1150    utilization_metrics: Optional[List[ECSServiceUtilizationMetricModel]] = Field(
1151        default=None, alias="utilizationMetrics"
1152    )
1153    lookback_period_in_days: Optional[float] = Field(
1154        default=None, alias="lookbackPeriodInDays"
1155    )
1156    launch_type: Optional[Literal["EC2", "Fargate"]] = Field(
1157        default=None, alias="launchType"
1158    )
1159    last_refresh_timestamp: Optional[datetime] = Field(
1160        default=None, alias="lastRefreshTimestamp"
1161    )
1162    finding: Optional[
1163        Literal["Optimized", "Overprovisioned", "Underprovisioned"]
1164    ] = Field(default=None, alias="finding")
1165    finding_reason_codes: Optional[
1166        List[
1167            Literal[
1168                "CPUOverprovisioned",
1169                "CPUUnderprovisioned",
1170                "MemoryOverprovisioned",
1171                "MemoryUnderprovisioned",
1172            ]
1173        ]
1174    ] = Field(default=None, alias="findingReasonCodes")
1175    service_recommendation_options: Optional[
1176        List[ECSServiceRecommendationOptionModel]
1177    ] = Field(default=None, alias="serviceRecommendationOptions")
1178    current_performance_risk: Optional[
1179        Literal["High", "Low", "Medium", "VeryLow"]
1180    ] = Field(default=None, alias="currentPerformanceRisk")
1181
1182
1183class InstanceRecommendationModel(BaseModel):
1184    instance_arn: Optional[str] = Field(default=None, alias="instanceArn")
1185    account_id: Optional[str] = Field(default=None, alias="accountId")
1186    instance_name: Optional[str] = Field(default=None, alias="instanceName")
1187    current_instance_type: Optional[str] = Field(
1188        default=None, alias="currentInstanceType"
1189    )
1190    finding: Optional[
1191        Literal["NotOptimized", "Optimized", "Overprovisioned", "Underprovisioned"]
1192    ] = Field(default=None, alias="finding")
1193    finding_reason_codes: Optional[
1194        List[
1195            Literal[
1196                "CPUOverprovisioned",
1197                "CPUUnderprovisioned",
1198                "DiskIOPSOverprovisioned",
1199                "DiskIOPSUnderprovisioned",
1200                "DiskThroughputOverprovisioned",
1201                "DiskThroughputUnderprovisioned",
1202                "EBSIOPSOverprovisioned",
1203                "EBSIOPSUnderprovisioned",
1204                "EBSThroughputOverprovisioned",
1205                "EBSThroughputUnderprovisioned",
1206                "MemoryOverprovisioned",
1207                "MemoryUnderprovisioned",
1208                "NetworkBandwidthOverprovisioned",
1209                "NetworkBandwidthUnderprovisioned",
1210                "NetworkPPSOverprovisioned",
1211                "NetworkPPSUnderprovisioned",
1212            ]
1213        ]
1214    ] = Field(default=None, alias="findingReasonCodes")
1215    utilization_metrics: Optional[List[UtilizationMetricModel]] = Field(
1216        default=None, alias="utilizationMetrics"
1217    )
1218    look_back_period_in_days: Optional[float] = Field(
1219        default=None, alias="lookBackPeriodInDays"
1220    )
1221    recommendation_options: Optional[List[InstanceRecommendationOptionModel]] = Field(
1222        default=None, alias="recommendationOptions"
1223    )
1224    recommendation_sources: Optional[List[RecommendationSourceModel]] = Field(
1225        default=None, alias="recommendationSources"
1226    )
1227    last_refresh_timestamp: Optional[datetime] = Field(
1228        default=None, alias="lastRefreshTimestamp"
1229    )
1230    current_performance_risk: Optional[
1231        Literal["High", "Low", "Medium", "VeryLow"]
1232    ] = Field(default=None, alias="currentPerformanceRisk")
1233    effective_recommendation_preferences: Optional[
1234        EffectiveRecommendationPreferencesModel
1235    ] = Field(default=None, alias="effectiveRecommendationPreferences")
1236    inferred_workload_types: Optional[
1237        List[
1238            Literal[
1239                "AmazonEmr",
1240                "ApacheCassandra",
1241                "ApacheHadoop",
1242                "Kafka",
1243                "Memcached",
1244                "Nginx",
1245                "PostgreSql",
1246                "Redis",
1247            ]
1248        ]
1249    ] = Field(default=None, alias="inferredWorkloadTypes")
1250
1251
1252class LambdaFunctionRecommendationModel(BaseModel):
1253    function_arn: Optional[str] = Field(default=None, alias="functionArn")
1254    function_version: Optional[str] = Field(default=None, alias="functionVersion")
1255    account_id: Optional[str] = Field(default=None, alias="accountId")
1256    current_memory_size: Optional[int] = Field(default=None, alias="currentMemorySize")
1257    number_of_invocations: Optional[int] = Field(
1258        default=None, alias="numberOfInvocations"
1259    )
1260    utilization_metrics: Optional[List[LambdaFunctionUtilizationMetricModel]] = Field(
1261        default=None, alias="utilizationMetrics"
1262    )
1263    lookback_period_in_days: Optional[float] = Field(
1264        default=None, alias="lookbackPeriodInDays"
1265    )
1266    last_refresh_timestamp: Optional[datetime] = Field(
1267        default=None, alias="lastRefreshTimestamp"
1268    )
1269    finding: Optional[Literal["NotOptimized", "Optimized", "Unavailable"]] = Field(
1270        default=None, alias="finding"
1271    )
1272    finding_reason_codes: Optional[
1273        List[
1274            Literal[
1275                "Inconclusive",
1276                "InsufficientData",
1277                "MemoryOverprovisioned",
1278                "MemoryUnderprovisioned",
1279            ]
1280        ]
1281    ] = Field(default=None, alias="findingReasonCodes")
1282    memory_size_recommendation_options: Optional[
1283        List[LambdaFunctionMemoryRecommendationOptionModel]
1284    ] = Field(default=None, alias="memorySizeRecommendationOptions")
1285    current_performance_risk: Optional[
1286        Literal["High", "Low", "Medium", "VeryLow"]
1287    ] = Field(default=None, alias="currentPerformanceRisk")
1288
1289
1290class VolumeRecommendationModel(BaseModel):
1291    volume_arn: Optional[str] = Field(default=None, alias="volumeArn")
1292    account_id: Optional[str] = Field(default=None, alias="accountId")
1293    current_configuration: Optional[VolumeConfigurationModel] = Field(
1294        default=None, alias="currentConfiguration"
1295    )
1296    finding: Optional[Literal["NotOptimized", "Optimized"]] = Field(
1297        default=None, alias="finding"
1298    )
1299    utilization_metrics: Optional[List[EBSUtilizationMetricModel]] = Field(
1300        default=None, alias="utilizationMetrics"
1301    )
1302    look_back_period_in_days: Optional[float] = Field(
1303        default=None, alias="lookBackPeriodInDays"
1304    )
1305    volume_recommendation_options: Optional[
1306        List[VolumeRecommendationOptionModel]
1307    ] = Field(default=None, alias="volumeRecommendationOptions")
1308    last_refresh_timestamp: Optional[datetime] = Field(
1309        default=None, alias="lastRefreshTimestamp"
1310    )
1311    current_performance_risk: Optional[
1312        Literal["High", "Low", "Medium", "VeryLow"]
1313    ] = Field(default=None, alias="currentPerformanceRisk")
1314
1315
1316class DescribeRecommendationExportJobsResponseModel(BaseModel):
1317    recommendation_export_jobs: List[RecommendationExportJobModel] = Field(
1318        alias="recommendationExportJobs"
1319    )
1320    next_token: str = Field(alias="nextToken")
1321    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
1322
1323
1324class GetRecommendationSummariesResponseModel(BaseModel):
1325    next_token: str = Field(alias="nextToken")
1326    recommendation_summaries: List[RecommendationSummaryModel] = Field(
1327        alias="recommendationSummaries"
1328    )
1329    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
1330
1331
1332class GetAutoScalingGroupRecommendationsResponseModel(BaseModel):
1333    next_token: str = Field(alias="nextToken")
1334    auto_scaling_group_recommendations: List[
1335        AutoScalingGroupRecommendationModel
1336    ] = Field(alias="autoScalingGroupRecommendations")
1337    errors: List[GetRecommendationErrorModel] = Field(alias="errors")
1338    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
1339
1340
1341class GetECSServiceRecommendationsResponseModel(BaseModel):
1342    next_token: str = Field(alias="nextToken")
1343    ecs_service_recommendations: List[ECSServiceRecommendationModel] = Field(
1344        alias="ecsServiceRecommendations"
1345    )
1346    errors: List[GetRecommendationErrorModel] = Field(alias="errors")
1347    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
1348
1349
1350class GetEC2InstanceRecommendationsResponseModel(BaseModel):
1351    next_token: str = Field(alias="nextToken")
1352    instance_recommendations: List[InstanceRecommendationModel] = Field(
1353        alias="instanceRecommendations"
1354    )
1355    errors: List[GetRecommendationErrorModel] = Field(alias="errors")
1356    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
1357
1358
1359class GetLambdaFunctionRecommendationsResponseModel(BaseModel):
1360    next_token: str = Field(alias="nextToken")
1361    lambda_function_recommendations: List[LambdaFunctionRecommendationModel] = Field(
1362        alias="lambdaFunctionRecommendations"
1363    )
1364    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")
1365
1366
1367class GetEBSVolumeRecommendationsResponseModel(BaseModel):
1368    next_token: str = Field(alias="nextToken")
1369    volume_recommendations: List[VolumeRecommendationModel] = Field(
1370        alias="volumeRecommendations"
1371    )
1372    errors: List[GetRecommendationErrorModel] = Field(alias="errors")
1373    response_metadata: ResponseMetadataModel = Field(alias="ResponseMetadata")