StartMLDataProcessingJobInput

StartMLDataProcessingJobInput schema from Neptune

DatabaseGraph DatabaseGremlinNeptuneProperty GraphRDFSPARQL

Properties

Name	Type	Description
id	string	Unique identifier for the job (auto-generated if omitted).
inputDataS3Location	string	S3 URI for input data.
processedDataS3Location	string	S3 URI for output results.
previousDataProcessingJobId	string	Job ID of a previous job for incremental processing.
sagemakerIamRoleArn	string	IAM role ARN for SageMaker execution.
neptuneIamRoleArn	string	IAM role ARN for Neptune access.
processingInstanceType	string	ML instance type (default auto-selected ml.r5 type).
processingInstanceVolumeSizeInGB	integer	Disk volume size in GB (default 0 = auto-selected).
processingTimeOutInSeconds	integer	Timeout in seconds (default 86400).
modelType	string	Model type selection.
configFileName	string	Data specification file name.
subnets	array	Subnet IDs in Neptune VPC.
securityGroupIds	array	VPC security group IDs.
volumeEncryptionKMSKey	string
s3OutputEncryptionKMSKey	string
enableInterContainerTrafficEncryption	boolean

View JSON Schema on GitHub

JSON Schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://raw.githubusercontent.com/api-evangelist/amazon-neptune/refs/heads/main/json-schema/data-start-ml-data-processing-job-input-schema.json",
  "title": "StartMLDataProcessingJobInput",
  "description": "StartMLDataProcessingJobInput schema from Neptune",
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "description": "Unique identifier for the job (auto-generated if omitted)."
    },
    "inputDataS3Location": {
      "type": "string",
      "description": "S3 URI for input data."
    },
    "processedDataS3Location": {
      "type": "string",
      "description": "S3 URI for output results."
    },
    "previousDataProcessingJobId": {
      "type": "string",
      "description": "Job ID of a previous job for incremental processing."
    },
    "sagemakerIamRoleArn": {
      "type": "string",
      "description": "IAM role ARN for SageMaker execution."
    },
    "neptuneIamRoleArn": {
      "type": "string",
      "description": "IAM role ARN for Neptune access."
    },
    "processingInstanceType": {
      "type": "string",
      "description": "ML instance type (default auto-selected ml.r5 type)."
    },
    "processingInstanceVolumeSizeInGB": {
      "type": "integer",
      "description": "Disk volume size in GB (default 0 = auto-selected)."
    },
    "processingTimeOutInSeconds": {
      "type": "integer",
      "description": "Timeout in seconds (default 86400)."
    },
    "modelType": {
      "type": "string",
      "description": "Model type selection.",
      "enum": [
        "heterogeneous",
        "kge"
      ]
    },
    "configFileName": {
      "type": "string",
      "description": "Data specification file name.",
      "default": "training-data-configuration.json"
    },
    "subnets": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Subnet IDs in Neptune VPC."
    },
    "securityGroupIds": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "VPC security group IDs."
    },
    "volumeEncryptionKMSKey": {
      "type": "string"
    },
    "s3OutputEncryptionKMSKey": {
      "type": "string"
    },
    "enableInterContainerTrafficEncryption": {
      "type": "boolean",
      "default": true
    }
  },
  "required": [
    "inputDataS3Location",
    "processedDataS3Location"
  ]
}

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