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aws_lookoutequipment_dataset

account_id

Type: STRING

created_at

Type: TIMESTAMP
Provider name: CreatedAt
Description: Specifies the time the dataset was created in Lookout for Equipment.

data_end_time

Type: TIMESTAMP
Provider name: DataEndTime
Description: Indicates the latest timestamp corresponding to data that was successfully ingested during the most recent ingestion of this particular dataset.

data_quality_summary

Type: STRUCT
Provider name: DataQualitySummary
Description: Gives statistics associated with the given dataset for the latest successful associated ingestion job id. These statistics primarily relate to quantifying incorrect data such as MissingCompleteSensorData, MissingSensorData, UnsupportedDateFormats, InsufficientSensorData, and DuplicateTimeStamps.

  • duplicate_timestamps
    Type: STRUCT
    Provider name: DuplicateTimestamps
    Description: Parameter that gives information about duplicate timestamps in the input data.
    • total_number_of_duplicate_timestamps
      Type: INT32
      Provider name: TotalNumberOfDuplicateTimestamps
      Description: Indicates the total number of duplicate timestamps.
  • insufficient_sensor_data
    Type: STRUCT
    Provider name: InsufficientSensorData
    Description: Parameter that gives information about insufficient data for sensors in the dataset. This includes information about those sensors that have complete data missing and those with a short date range.
    • missing_complete_sensor_data
      Type: STRUCT
      Provider name: MissingCompleteSensorData
      Description: Parameter that describes the total number of sensors that have data completely missing for it.
      • affected_sensor_count
        Type: INT32
        Provider name: AffectedSensorCount
        Description: Indicates the number of sensors that have data missing completely.
    • sensors_with_short_date_range
      Type: STRUCT
      Provider name: SensorsWithShortDateRange
      Description: Parameter that describes the total number of sensors that have a short date range of less than 14 days of data overall.
      • affected_sensor_count
        Type: INT32
        Provider name: AffectedSensorCount
        Description: Indicates the number of sensors that have less than 14 days of data.
  • invalid_sensor_data
    Type: STRUCT
    Provider name: InvalidSensorData
    Description: Parameter that gives information about data that is invalid over all the sensors in the input data.
    • affected_sensor_count
      Type: INT32
      Provider name: AffectedSensorCount
      Description: Indicates the number of sensors that have at least some invalid values.
    • total_number_of_invalid_values
      Type: INT32
      Provider name: TotalNumberOfInvalidValues
      Description: Indicates the total number of invalid values across all the sensors.
  • missing_sensor_data
    Type: STRUCT
    Provider name: MissingSensorData
    Description: Parameter that gives information about data that is missing over all the sensors in the input data.
    • affected_sensor_count
      Type: INT32
      Provider name: AffectedSensorCount
      Description: Indicates the number of sensors that have atleast some data missing.
    • total_number_of_missing_values
      Type: INT32
      Provider name: TotalNumberOfMissingValues
      Description: Indicates the total number of missing values across all the sensors.
  • unsupported_timestamps
    Type: STRUCT
    Provider name: UnsupportedTimestamps
    Description: Parameter that gives information about unsupported timestamps in the input data.
    • total_number_of_unsupported_timestamps
      Type: INT32
      Provider name: TotalNumberOfUnsupportedTimestamps
      Description: Indicates the total number of unsupported timestamps across the ingested data.

data_start_time

Type: TIMESTAMP
Provider name: DataStartTime
Description: Indicates the earliest timestamp corresponding to data that was successfully ingested during the most recent ingestion of this particular dataset.

dataset_arn

Type: STRING
Provider name: DatasetArn
Description: The Amazon Resource Name (ARN) of the dataset being described.

dataset_name

Type: STRING
Provider name: DatasetName
Description: The name of the dataset being described.

ingested_files_summary

Type: STRUCT
Provider name: IngestedFilesSummary
Description: IngestedFilesSummary associated with the given dataset for the latest successful associated ingestion job id.

  • discarded_files
    Type: UNORDERED_LIST_STRUCT
    Provider name: DiscardedFiles
    Description: Indicates the number of files that were discarded. A file could be discarded because its format is invalid (for example, a jpg or pdf) or not readable.
    • bucket
      Type: STRING
      Provider name: Bucket
      Description: The name of the specific S3 bucket.
    • key
      Type: STRING
      Provider name: Key
      Description: The Amazon Web Services Key Management Service (KMS key) key being used to encrypt the S3 object. Without this key, data in the bucket is not accessible.
  • ingested_number_of_files
    Type: INT32
    Provider name: IngestedNumberOfFiles
    Description: Indicates the number of files that were successfully ingested.
  • total_number_of_files
    Type: INT32
    Provider name: TotalNumberOfFiles
    Description: Indicates the total number of files that were submitted for ingestion.

ingestion_input_configuration

Type: STRUCT
Provider name: IngestionInputConfiguration
Description: Specifies the S3 location configuration for the data input for the data ingestion job.

  • s3_input_configuration
    Type: STRUCT
    Provider name: S3InputConfiguration
    Description: The location information for the S3 bucket used for input data for the data ingestion.
    • bucket
      Type: STRING
      Provider name: Bucket
      Description: The name of the S3 bucket used for the input data for the data ingestion.
    • key_pattern
      Type: STRING
      Provider name: KeyPattern
      Description: The pattern for matching the Amazon S3 files that will be used for ingestion. If the schema was created previously without any KeyPattern, then the default KeyPattern {prefix}/{component_name}/* is used to download files from Amazon S3 according to the schema. This field is required when ingestion is being done for the first time. Valid Values: {prefix}/{component_name}_* | {prefix}/{component_name}/* | {prefix}/{component_name}[DELIMITER]* (Allowed delimiters : space, dot, underscore, hyphen)
    • prefix
      Type: STRING
      Provider name: Prefix
      Description: The prefix for the S3 location being used for the input data for the data ingestion.

last_updated_at

Type: TIMESTAMP
Provider name: LastUpdatedAt
Description: Specifies the time the dataset was last updated, if it was.

role_arn

Type: STRING
Provider name: RoleArn
Description: The Amazon Resource Name (ARN) of the IAM role that you are using for this the data ingestion job.

schema

Type: STRING
Provider name: Schema
Description: A JSON description of the data that is in each time series dataset, including names, column names, and data types.

server_side_kms_key_id

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

source_dataset_arn

Type: STRING
Provider name: SourceDatasetArn
Description: The Amazon Resource Name (ARN) of the source dataset from which the current data being described was imported from.

status

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

tags

Type: UNORDERED_LIST_STRING