Type object
Schema URL https://catalog.lintel.tools/schemas/schemastore/serverless-framework-configuration/_shared/latest--aws-lookoutequipment-inferencescheduler.json
Parent schema serverless-framework-configuration
Type: object

Resource schema for LookoutEquipment InferenceScheduler.. Source:- https://github.com/aws-cloudformation/aws-cloudformation-rpdk.git

Properties

DataInputConfiguration object required

Specifies configuration information for the input data for the inference scheduler, including delimiter, format, and dataset location.

3 nested properties
S3InputConfiguration object required

Specifies configuration information for the input data for the inference, including input data S3 location.

2 nested properties
Bucket string | Aws_CF_FunctionString required
Prefix string | Aws_CF_FunctionString
InputTimeZoneOffset string | Aws_CF_FunctionString

Indicates the difference between your time zone and Greenwich Mean Time (GMT).

InferenceInputNameConfiguration object

Specifies configuration information for the input data for the inference, including timestamp format and delimiter.

2 nested properties
ComponentTimestampDelimiter string | Aws_CF_FunctionString

Indicates the delimiter character used between items in the data.

TimestampFormat string | Aws_CF_FunctionString

The format of the timestamp, whether Epoch time, or standard, with or without hyphens (-).

DataOutputConfiguration object required

Specifies configuration information for the output results for the inference scheduler, including the S3 location for the output.

2 nested properties
S3OutputConfiguration object required

Specifies configuration information for the output results from the inference, including output S3 location.

2 nested properties
Bucket string | Aws_CF_FunctionString required
Prefix string | Aws_CF_FunctionString
KmsKeyId string | Aws_CF_FunctionString

The ID number for the AWS KMS key used to encrypt the inference output.

DataUploadFrequency string | Aws_CF_FunctionString required

How often data is uploaded to the source S3 bucket for the input data.

ModelName string | Aws_CF_FunctionString required

The name of the previously trained ML model being used to create the inference scheduler.

RoleArn string | Aws_CF_FunctionString required

The Amazon Resource Name (ARN) of a role with permission to access the data source being used for the inference.

DataDelayOffsetInMinutes integer

A period of time (in minutes) by which inference on the data is delayed after the data starts.

min=0max=60
InferenceSchedulerName string | Aws_CF_FunctionString

The name of the inference scheduler being created.

ServerSideKmsKeyId string | Aws_CF_FunctionString

Provides the identifier of the AWS KMS customer master key (CMK) used to encrypt inference scheduler data by Amazon Lookout for Equipment.

Tags Tag[]

Any tags associated with the inference scheduler.

maxItems=200uniqueItems=true

Definitions

Bucket string | Aws_CF_FunctionString
Prefix string | Aws_CF_FunctionString
S3InputConfiguration object

Specifies configuration information for the input data for the inference, including input data S3 location.

Bucket string | Aws_CF_FunctionString required
Prefix string | Aws_CF_FunctionString
S3OutputConfiguration object

Specifies configuration information for the output results from the inference, including output S3 location.

Bucket string | Aws_CF_FunctionString required
Prefix string | Aws_CF_FunctionString
InputNameConfiguration object

Specifies configuration information for the input data for the inference, including timestamp format and delimiter.

ComponentTimestampDelimiter string | Aws_CF_FunctionString

Indicates the delimiter character used between items in the data.

TimestampFormat string | Aws_CF_FunctionString

The format of the timestamp, whether Epoch time, or standard, with or without hyphens (-).

Tag object

A tag is a key-value pair that can be added to a resource as metadata.

Key string | Aws_CF_FunctionString required

The key for the specified tag.

Value string | Aws_CF_FunctionString required

The value for the specified tag.