Class BatchPrediction

    • Method Detail

      • batchPredictionId

        public final String batchPredictionId()

        The ID assigned to the BatchPrediction at creation. This value should be identical to the value of the BatchPredictionID in the request.

        Returns:
        The ID assigned to the BatchPrediction at creation. This value should be identical to the value of the BatchPredictionID in the request.
      • mlModelId

        public final String mlModelId()

        The ID of the MLModel that generated predictions for the BatchPrediction request.

        Returns:
        The ID of the MLModel that generated predictions for the BatchPrediction request.
      • batchPredictionDataSourceId

        public final String batchPredictionDataSourceId()

        The ID of the DataSource that points to the group of observations to predict.

        Returns:
        The ID of the DataSource that points to the group of observations to predict.
      • inputDataLocationS3

        public final String inputDataLocationS3()

        The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).

        Returns:
        The location of the data file or directory in Amazon Simple Storage Service (Amazon S3).
      • createdByIamUser

        public final String createdByIamUser()

        The AWS user account that invoked the BatchPrediction. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

        Returns:
        The AWS user account that invoked the BatchPrediction. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.
      • createdAt

        public final Instant createdAt()

        The time that the BatchPrediction was created. The time is expressed in epoch time.

        Returns:
        The time that the BatchPrediction was created. The time is expressed in epoch time.
      • lastUpdatedAt

        public final Instant lastUpdatedAt()

        The time of the most recent edit to the BatchPrediction. The time is expressed in epoch time.

        Returns:
        The time of the most recent edit to the BatchPrediction. The time is expressed in epoch time.
      • name

        public final String name()

        A user-supplied name or description of the BatchPrediction.

        Returns:
        A user-supplied name or description of the BatchPrediction.
      • status

        public final EntityStatus status()

        The status of the BatchPrediction. This element can have one of the following values:

        • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to generate predictions for a batch of observations.

        • INPROGRESS - The process is underway.

        • FAILED - The request to perform a batch prediction did not run to completion. It is not usable.

        • COMPLETED - The batch prediction process completed successfully.

        • DELETED - The BatchPrediction is marked as deleted. It is not usable.

        If the service returns an enum value that is not available in the current SDK version, status will return EntityStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from statusAsString().

        Returns:
        The status of the BatchPrediction. This element can have one of the following values:

        • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to generate predictions for a batch of observations.

        • INPROGRESS - The process is underway.

        • FAILED - The request to perform a batch prediction did not run to completion. It is not usable.

        • COMPLETED - The batch prediction process completed successfully.

        • DELETED - The BatchPrediction is marked as deleted. It is not usable.

        See Also:
        EntityStatus
      • statusAsString

        public final String statusAsString()

        The status of the BatchPrediction. This element can have one of the following values:

        • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to generate predictions for a batch of observations.

        • INPROGRESS - The process is underway.

        • FAILED - The request to perform a batch prediction did not run to completion. It is not usable.

        • COMPLETED - The batch prediction process completed successfully.

        • DELETED - The BatchPrediction is marked as deleted. It is not usable.

        If the service returns an enum value that is not available in the current SDK version, status will return EntityStatus.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from statusAsString().

        Returns:
        The status of the BatchPrediction. This element can have one of the following values:

        • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to generate predictions for a batch of observations.

        • INPROGRESS - The process is underway.

        • FAILED - The request to perform a batch prediction did not run to completion. It is not usable.

        • COMPLETED - The batch prediction process completed successfully.

        • DELETED - The BatchPrediction is marked as deleted. It is not usable.

        See Also:
        EntityStatus
      • outputUri

        public final String outputUri()

        The location of an Amazon S3 bucket or directory to receive the operation results. The following substrings are not allowed in the s3 key portion of the outputURI field: ':', '//', '/./', '/../'.

        Returns:
        The location of an Amazon S3 bucket or directory to receive the operation results. The following substrings are not allowed in the s3 key portion of the outputURI field: ':', '//', '/./', '/../'.
      • message

        public final String message()

        A description of the most recent details about processing the batch prediction request.

        Returns:
        A description of the most recent details about processing the batch prediction request.
      • computeTime

        public final Long computeTime()
        Returns the value of the ComputeTime property for this object.
        Returns:
        The value of the ComputeTime property for this object.
      • finishedAt

        public final Instant finishedAt()
        Returns the value of the FinishedAt property for this object.
        Returns:
        The value of the FinishedAt property for this object.
      • startedAt

        public final Instant startedAt()
        Returns the value of the StartedAt property for this object.
        Returns:
        The value of the StartedAt property for this object.
      • totalRecordCount

        public final Long totalRecordCount()
        Returns the value of the TotalRecordCount property for this object.
        Returns:
        The value of the TotalRecordCount property for this object.
      • invalidRecordCount

        public final Long invalidRecordCount()
        Returns the value of the InvalidRecordCount property for this object.
        Returns:
        The value of the InvalidRecordCount property for this object.
      • hashCode

        public final int hashCode()
        Overrides:
        hashCode in class Object
      • equals

        public final boolean equals​(Object obj)
        Overrides:
        equals in class Object
      • toString

        public final String toString()
        Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.
        Overrides:
        toString in class Object
      • getValueForField

        public final <T> Optional<T> getValueForField​(String fieldName,
                                                      Class<T> clazz)