Comprehend / Client / update_flywheel

update_flywheel#

Comprehend.Client.update_flywheel(**kwargs)#

Update the configuration information for an existing flywheel.

Request Syntax

response = client.update_flywheel(
    FlywheelArn='string',
    ActiveModelArn='string',
    DataAccessRoleArn='string',
    DataSecurityConfig={
        'ModelKmsKeyId': 'string',
        'VolumeKmsKeyId': 'string',
        'VpcConfig': {
            'SecurityGroupIds': [
                'string',
            ],
            'Subnets': [
                'string',
            ]
        }
    }
)

Parameters:

FlywheelArn (string) –
[REQUIRED]

The Amazon Resource Number (ARN) of the flywheel to update.
ActiveModelArn (string) – The Amazon Resource Number (ARN) of the active model version.
DataAccessRoleArn (string) – The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend permission to access the flywheel data.
DataSecurityConfig (dict) –
Flywheel data security configuration.
- ModelKmsKeyId (string) –
  
  ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:
  - KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
  - Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
- VolumeKmsKeyId (string) –
  
  ID for the KMS key that Amazon Comprehend uses to encrypt the volume.
- VpcConfig (dict) –
  
  Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for the job. For more information, see Amazon VPC.
  - SecurityGroupIds (list) – [REQUIRED]
    
    The ID number for a security group on an instance of your private VPC. Security groups on your VPC function serve as a virtual firewall to control inbound and outbound traffic and provides security for the resources that you’ll be accessing on the VPC. This ID number is preceded by “sg-”, for instance: “sg-03b388029b0a285ea”. For more information, see Security Groups for your VPC.
    - (string) –
  - Subnets (list) – [REQUIRED]
    
    The ID for each subnet being used in your private VPC. This subnet is a subset of the a range of IPv4 addresses used by the VPC and is specific to a given availability zone in the VPC’s Region. This ID number is preceded by “subnet-”, for instance: “subnet-04ccf456919e69055”. For more information, see VPCs and Subnets.
    - (string) –

Return type:

dict

Returns:

Response Syntax

{
    'FlywheelProperties': {
        'FlywheelArn': 'string',
        'ActiveModelArn': 'string',
        'DataAccessRoleArn': 'string',
        'TaskConfig': {
            'LanguageCode': 'en'|'es'|'fr'|'de'|'it'|'pt'|'ar'|'hi'|'ja'|'ko'|'zh'|'zh-TW',
            'DocumentClassificationConfig': {
                'Mode': 'MULTI_CLASS'|'MULTI_LABEL',
                'Labels': [
                    'string',
                ]
            },
            'EntityRecognitionConfig': {
                'EntityTypes': [
                    {
                        'Type': 'string'
                    },
                ]
            }
        },
        'DataLakeS3Uri': 'string',
        'DataSecurityConfig': {
            'ModelKmsKeyId': 'string',
            'VolumeKmsKeyId': 'string',
            'DataLakeKmsKeyId': 'string',
            'VpcConfig': {
                'SecurityGroupIds': [
                    'string',
                ],
                'Subnets': [
                    'string',
                ]
            }
        },
        'Status': 'CREATING'|'ACTIVE'|'UPDATING'|'DELETING'|'FAILED',
        'ModelType': 'DOCUMENT_CLASSIFIER'|'ENTITY_RECOGNIZER',
        'Message': 'string',
        'CreationTime': datetime(2015, 1, 1),
        'LastModifiedTime': datetime(2015, 1, 1),
        'LatestFlywheelIteration': 'string'
    }
}

Response Structure

(dict) –
- FlywheelProperties (dict) –
  
  The flywheel properties.
  - FlywheelArn (string) –
    
    The Amazon Resource Number (ARN) of the flywheel.
  - ActiveModelArn (string) –
    
    The Amazon Resource Number (ARN) of the active model version.
  - DataAccessRoleArn (string) –
    
    The Amazon Resource Name (ARN) of the IAM role that grants Amazon Comprehend permission to access the flywheel data.
  - TaskConfig (dict) –
    
    Configuration about the custom classifier associated with the flywheel.
    - LanguageCode (string) –
      
      Language code for the language that the model supports.
    - DocumentClassificationConfig (dict) –
      
      Configuration required for a classification model.
      - Mode (string) –
        
        Classification mode indicates whether the documents are MULTI_CLASS or MULTI_LABEL.
      - Labels (list) –
        
        One or more labels to associate with the custom classifier.
        
        (string) –
    - EntityRecognitionConfig (dict) –
      
      Configuration required for an entity recognition model.
      - EntityTypes (list) –
        
        Up to 25 entity types that the model is trained to recognize.
        
        (dict) –
        
        An entity type within a labeled training dataset that Amazon Comprehend uses to train a custom entity recognizer.
        
        Type (string) –
        
        An entity type within a labeled training dataset that Amazon Comprehend uses to train a custom entity recognizer.
        
        Entity types must not contain the following invalid characters: n (line break), \n (escaped line break, r (carriage return), \r (escaped carriage return), t (tab), \t (escaped tab), space, and , (comma).
  - DataLakeS3Uri (string) –
    
    Amazon S3 URI of the data lake location.
  - DataSecurityConfig (dict) –
    
    Data security configuration.
    - ModelKmsKeyId (string) –
      
      ID for the KMS key that Amazon Comprehend uses to encrypt trained custom models. The ModelKmsKeyId can be either of the following formats:
      - KMS Key ID: "1234abcd-12ab-34cd-56ef-1234567890ab"
      - Amazon Resource Name (ARN) of a KMS Key: "arn:aws:kms:us-west-2:111122223333:key/1234abcd-12ab-34cd-56ef-1234567890ab"
    - VolumeKmsKeyId (string) –
      
      ID for the KMS key that Amazon Comprehend uses to encrypt the volume.
    - DataLakeKmsKeyId (string) –
      
      ID for the KMS key that Amazon Comprehend uses to encrypt the data in the data lake.
    - VpcConfig (dict) –
      
      Configuration parameters for an optional private Virtual Private Cloud (VPC) containing the resources you are using for the job. For more information, see Amazon VPC.
      - SecurityGroupIds (list) –
        
        The ID number for a security group on an instance of your private VPC. Security groups on your VPC function serve as a virtual firewall to control inbound and outbound traffic and provides security for the resources that you’ll be accessing on the VPC. This ID number is preceded by “sg-”, for instance: “sg-03b388029b0a285ea”. For more information, see Security Groups for your VPC.
        
        (string) –
      - Subnets (list) –
        
        The ID for each subnet being used in your private VPC. This subnet is a subset of the a range of IPv4 addresses used by the VPC and is specific to a given availability zone in the VPC’s Region. This ID number is preceded by “subnet-”, for instance: “subnet-04ccf456919e69055”. For more information, see VPCs and Subnets.
        
        (string) –
  - Status (string) –
    
    The status of the flywheel.
  - ModelType (string) –
    
    Model type of the flywheel’s model.
  - Message (string) –
    
    A description of the status of the flywheel.
  - CreationTime (datetime) –
    
    Creation time of the flywheel.
  - LastModifiedTime (datetime) –
    
    Last modified time for the flywheel.
  - LatestFlywheelIteration (string) –
    
    The most recent flywheel iteration.

Exceptions

Comprehend.Client.exceptions.InvalidRequestException
Comprehend.Client.exceptions.TooManyRequestsException
Comprehend.Client.exceptions.KmsKeyValidationException
Comprehend.Client.exceptions.ResourceNotFoundException
Comprehend.Client.exceptions.InternalServerException