aws_lookoutequipment_inference_scheduler

account_id

Type: STRING

created_at

Type: TIMESTAMP
Provider name: CreatedAt
Description: Specifies the time at which the inference scheduler was created.

data_delay_offset_in_minutes

Type: INT64
Provider name: DataDelayOffsetInMinutes
Description: A period of time (in minutes) by which inference on the data is delayed after the data starts. For instance, if you select an offset delay time of five minutes, inference will not begin on the data until the first data measurement after the five minute mark. For example, if five minutes is selected, the inference scheduler will wake up at the configured frequency with the additional five minute delay time to check the customer S3 bucket. The customer can upload data at the same frequency and they don’t need to stop and restart the scheduler when uploading new data.

data_input_configuration

Type: STRUCT
Provider name: DataInputConfiguration
Description: Specifies configuration information for the input data for the inference scheduler, including delimiter, format, and dataset location.

• inference_input_name_configuration
  Type: STRUCT
  Provider name: InferenceInputNameConfiguration
  Description: Specifies configuration information for the input data for the inference, including timestamp format and delimiter.
  
  • component_timestamp_delimiter
    Type: STRING
    Provider name: ComponentTimestampDelimiter
    Description: Indicates the delimiter character used between items in the data.
    
  • timestamp_format
    Type: STRING
    Provider name: TimestampFormat
    Description: The format of the timestamp, whether Epoch time, or standard, with or without hyphens (-).
    
• input_time_zone_offset
  Type: STRING
  Provider name: InputTimeZoneOffset
  Description: Indicates the difference between your time zone and Coordinated Universal Time (UTC).
  
• s3_input_configuration
  Type: STRUCT
  Provider name: S3InputConfiguration
  Description: Specifies configuration information for the input data for the inference, including Amazon S3 location of input data.
  
  • bucket
    Type: STRING
    Provider name: Bucket
    Description: The bucket containing the input dataset for the inference.
    
  • prefix
    Type: STRING
    Provider name: Prefix
    Description: The prefix for the S3 bucket used for the input data for the inference.
    

data_output_configuration

Type: STRUCT
Provider name: DataOutputConfiguration
Description: Specifies information for the output results for the inference scheduler, including the output S3 location.

• kms_key_id
  Type: STRING
  Provider name: KmsKeyId
  Description: The ID number for the KMS key key used to encrypt the inference output.
  
• s3_output_configuration
  Type: STRUCT
  Provider name: S3OutputConfiguration
  Description: Specifies configuration information for the output results from for the inference, output S3 location.
  
  • bucket
    Type: STRING
    Provider name: Bucket
    Description: The bucket containing the output results from the inference
    
  • prefix
    Type: STRING
    Provider name: Prefix
    Description: The prefix for the S3 bucket used for the output results from the inference.
    

data_upload_frequency

Type: STRING
Provider name: DataUploadFrequency
Description: Specifies how often data is uploaded to the source S3 bucket for the input data. This value is the length of time between data uploads. For instance, if you select 5 minutes, Amazon Lookout for Equipment will upload the real-time data to the source bucket once every 5 minutes. This frequency also determines how often Amazon Lookout for Equipment starts a scheduled inference on your data. In this example, it starts once every 5 minutes.

inference_scheduler_arn

Type: STRING
Provider name: InferenceSchedulerArn
Description: The Amazon Resource Name (ARN) of the inference scheduler being described.

inference_scheduler_name

Type: STRING
Provider name: InferenceSchedulerName
Description: The name of the inference scheduler being described.

latest_inference_result

Type: STRING
Provider name: LatestInferenceResult
Description: Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).

model_arn

Type: STRING
Provider name: ModelArn
Description: The Amazon Resource Name (ARN) of the machine learning model of the inference scheduler being described.

model_name

Type: STRING
Provider name: ModelName
Description: The name of the machine learning model of the inference scheduler being described.

role_arn

Type: STRING
Provider name: RoleArn
Description: The Amazon Resource Name (ARN) of a role with permission to access the data source for the inference scheduler being described.

server_side_kms_key_id

Type: STRING
Provider name: ServerSideKmsKeyId
Description: Provides the identifier of the KMS key used to encrypt inference scheduler data by Amazon Lookout for Equipment.

status

Type: STRING
Provider name: Status
Description: Indicates the status of the inference scheduler.

tags

Type: UNORDERED_LIST_STRING

updated_at

Type: TIMESTAMP
Provider name: UpdatedAt
Description: Specifies the time at which the inference scheduler was last updated, if it was.