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AWS for Query.Farm

aws.machinelearning.describe_batch_predictions

Example SQL Queries

SELECT * FROM
aws.machinelearning.describe_batch_predictions;

Description

Returns a list of BatchPrediction operations that match the search criteria in the request.

Table Definition

Column NameColumn Data Type
eq Input Column

The equal to operator. The BatchPrediction results will have FilterVariable values that exactly match the value specified with EQ.

VARCHAR
filter_variable Input Column

Use one of the following variables to filter a list of BatchPrediction:

  • CreatedAt - Sets the search criteria to the BatchPrediction creation date.

  • Status - Sets the search criteria to the BatchPrediction status.

  • Name - Sets the search criteria to the contents of the BatchPrediction Name.

  • IAMUser - Sets the search criteria to the user account that invoked the BatchPrediction creation.

  • MLModelId - Sets the search criteria to the MLModel used in the BatchPrediction.

  • DataSourceId - Sets the search criteria to the DataSource used in the BatchPrediction.

  • DataURI - Sets the search criteria to the data file(s) used in the BatchPrediction. The URL can identify either a file or an Amazon Simple Storage Solution (Amazon S3) bucket or directory.

VARCHAR
ge Input Column

The greater than or equal to operator. The BatchPrediction results will have FilterVariable values that are greater than or equal to the value specified with GE. 

VARCHAR
gt Input Column

The greater than operator. The BatchPrediction results will have FilterVariable values that are greater than the value specified with GT.

VARCHAR
le Input Column

The less than or equal to operator. The BatchPrediction results will have FilterVariable values that are less than or equal to the value specified with LE.

VARCHAR
lt Input Column

The less than operator. The BatchPrediction results will have FilterVariable values that are less than the value specified with LT.

VARCHAR
ne Input Column

The not equal to operator. The BatchPrediction results will have FilterVariable values not equal to the value specified with NE.

VARCHAR
prefix Input Column

A string that is found at the beginning of a variable, such as Name or Id.

For example, a Batch Prediction operation could have the Name 2014-09-09-HolidayGiftMailer. To search for this BatchPrediction, select Name for the FilterVariable and any of the following strings for the Prefix:

  • 2014-09

  • 2014-09-09

  • 2014-09-09-Holiday

VARCHAR
sort_order Input Column

A two-value parameter that determines the sequence of the resulting list of MLModels.

  • asc - Arranges the list in ascending order (A-Z, 0-9).

  • dsc - Arranges the list in descending order (Z-A, 9-0).

Results are sorted by FilterVariable.

VARCHAR
_aws_profile Input Column

The AWS profile defines the AWS identity used. It can be defined via credentials or by assuming a IAM role.

STRUCT(
    "type" VARCHAR,
    "name" VARCHAR,
    "account_id" VARCHAR,
    "via_profile_name" VARCHAR,
    "assumed_role_arn" VARCHAR,
    "organization" STRUCT(
        "account_name" VARCHAR,
        "id" VARCHAR,
        "tags" STRUCT(
            "key" VARCHAR,
            "value" VARCHAR
        )[],
        "master_account" STRUCT(
            "id" VARCHAR,
            "email" VARCHAR
        ),
        "parents" STRUCT(
            "type" VARCHAR,
            "id" VARCHAR,
            "name" VARCHAR,
            "tags" STRUCT(
                "key" VARCHAR,
                "value" VARCHAR
            )[]
        )[]
    )
)
Show child fields
_aws_profile.account_id

The AWS account id

_aws_profile.assumed_role_arn

The ARN of the assumed role

_aws_profile.name

The unique name of the profile.

_aws_profile.organization

Information about this profile's membership in the AWS organization.

Show child fields
_aws_profile.organization.account_name

The name of account speciifed by the organization

_aws_profile.organization.id

The organization id

_aws_profile.organization.master_account
Show child fields
_aws_profile.organization.master_account.email

The organization master account email address

_aws_profile.organization.master_account.id

The organization master account id

_aws_profile.organization.parents[]
Show child fields
_aws_profile.organization.parents[].id

The id of the parent

_aws_profile.organization.parents[].name

The name of the parent

_aws_profile.organization.parents[].tags[]
Show child fields
_aws_profile.organization.parents[].tags[].key
_aws_profile.organization.parents[].tags[].value
_aws_profile.organization.parents[].type

The type of parent can be an organization unit or a root

_aws_profile.organization.tags[]
Show child fields
_aws_profile.organization.tags[].key
_aws_profile.organization.tags[].value
_aws_profile.type

The type of profile, either 'credentials' or 'assumed_role'

_aws_profile.via_profile_name

This IAM role for this profile is assumed by first utilizing another profile with this name to obtain credentials.

_aws_region Input Column

The AWS region to use.

VARCHAR
batch_prediction_data_source_id

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

VARCHAR
batch_prediction_id

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

VARCHAR
compute_time

Long integer type that is a 64-bit signed number.

BIGINT
created_at

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

TIMESTAMP_S
created_by_iam_user

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.

VARCHAR
finished_at

A timestamp represented in epoch time.

TIMESTAMP_S
input_data_location_s3

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

VARCHAR
invalid_record_count

Long integer type that is a 64-bit signed number.

BIGINT
last_updated_at

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

TIMESTAMP_S
message

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

VARCHAR
ml_model_id

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

VARCHAR
name

A user-supplied name or description of the BatchPrediction.

VARCHAR
output_uri

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: ':', '//', '/./', '/../'.

VARCHAR
started_at

A timestamp represented in epoch time.

TIMESTAMP_S
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.

VARCHAR
total_record_count

Long integer type that is a 64-bit signed number.

BIGINT