Class: Aws::Bedrock::Client

Inherits:
Seahorse::Client::Base show all
Includes:
ClientStubs
Defined in:
gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb

Overview

An API client for Bedrock. To construct a client, you need to configure a :region and :credentials.

client = Aws::Bedrock::Client.new(
  region: region_name,
  credentials: credentials,
  # ...
)

For details on configuring region and credentials see the developer guide.

See #initialize for a full list of supported configuration options.

Instance Attribute Summary

Attributes inherited from Seahorse::Client::Base

#config, #handlers

API Operations collapse

Instance Method Summary collapse

Methods included from ClientStubs

#api_requests, #stub_data, #stub_responses

Methods inherited from Seahorse::Client::Base

add_plugin, api, clear_plugins, define, new, #operation_names, plugins, remove_plugin, set_api, set_plugins

Methods included from Seahorse::Client::HandlerBuilder

#handle, #handle_request, #handle_response

Constructor Details

#initialize(options) ⇒ Client

Returns a new instance of Client.

Parameters:

  • options (Hash)

Options Hash (options):

  • :credentials (required, Aws::CredentialProvider)

    Your AWS credentials. This can be an instance of any one of the following classes:

    • Aws::Credentials - Used for configuring static, non-refreshing credentials.

    • Aws::SharedCredentials - Used for loading static credentials from a shared file, such as ~/.aws/config.

    • Aws::AssumeRoleCredentials - Used when you need to assume a role.

    • Aws::AssumeRoleWebIdentityCredentials - Used when you need to assume a role after providing credentials via the web.

    • Aws::SSOCredentials - Used for loading credentials from AWS SSO using an access token generated from aws login.

    • Aws::ProcessCredentials - Used for loading credentials from a process that outputs to stdout.

    • Aws::InstanceProfileCredentials - Used for loading credentials from an EC2 IMDS on an EC2 instance.

    • Aws::ECSCredentials - Used for loading credentials from instances running in ECS.

    • Aws::CognitoIdentityCredentials - Used for loading credentials from the Cognito Identity service.

    When :credentials are not configured directly, the following locations will be searched for credentials:

    • Aws.config[:credentials]
    • The :access_key_id, :secret_access_key, and :session_token options.
    • ENV['AWS_ACCESS_KEY_ID'], ENV['AWS_SECRET_ACCESS_KEY']
    • ~/.aws/credentials
    • ~/.aws/config
    • EC2/ECS IMDS instance profile - When used by default, the timeouts are very aggressive. Construct and pass an instance of Aws::InstanceProfileCredentails or Aws::ECSCredentials to enable retries and extended timeouts. Instance profile credential fetching can be disabled by setting ENV['AWS_EC2_METADATA_DISABLED'] to true.
  • :region (required, String)

    The AWS region to connect to. The configured :region is used to determine the service :endpoint. When not passed, a default :region is searched for in the following locations:

    • Aws.config[:region]
    • ENV['AWS_REGION']
    • ENV['AMAZON_REGION']
    • ENV['AWS_DEFAULT_REGION']
    • ~/.aws/credentials
    • ~/.aws/config
  • :access_key_id (String)
  • :active_endpoint_cache (Boolean) — default: false

    When set to true, a thread polling for endpoints will be running in the background every 60 secs (default). Defaults to false.

  • :adaptive_retry_wait_to_fill (Boolean) — default: true

    Used only in adaptive retry mode. When true, the request will sleep until there is sufficent client side capacity to retry the request. When false, the request will raise a RetryCapacityNotAvailableError and will not retry instead of sleeping.

  • :client_side_monitoring (Boolean) — default: false

    When true, client-side metrics will be collected for all API requests from this client.

  • :client_side_monitoring_client_id (String) — default: ""

    Allows you to provide an identifier for this client which will be attached to all generated client side metrics. Defaults to an empty string.

  • :client_side_monitoring_host (String) — default: "127.0.0.1"

    Allows you to specify the DNS hostname or IPv4 or IPv6 address that the client side monitoring agent is running on, where client metrics will be published via UDP.

  • :client_side_monitoring_port (Integer) — default: 31000

    Required for publishing client metrics. The port that the client side monitoring agent is running on, where client metrics will be published via UDP.

  • :client_side_monitoring_publisher (Aws::ClientSideMonitoring::Publisher) — default: Aws::ClientSideMonitoring::Publisher

    Allows you to provide a custom client-side monitoring publisher class. By default, will use the Client Side Monitoring Agent Publisher.

  • :convert_params (Boolean) — default: true

    When true, an attempt is made to coerce request parameters into the required types.

  • :correct_clock_skew (Boolean) — default: true

    Used only in standard and adaptive retry modes. Specifies whether to apply a clock skew correction and retry requests with skewed client clocks.

  • :defaults_mode (String) — default: "legacy"

    See DefaultsModeConfiguration for a list of the accepted modes and the configuration defaults that are included.

  • :disable_host_prefix_injection (Boolean) — default: false

    Set to true to disable SDK automatically adding host prefix to default service endpoint when available.

  • :disable_request_compression (Boolean) — default: false

    When set to 'true' the request body will not be compressed for supported operations.

  • :endpoint (String)

    The client endpoint is normally constructed from the :region option. You should only configure an :endpoint when connecting to test or custom endpoints. This should be a valid HTTP(S) URI.

  • :endpoint_cache_max_entries (Integer) — default: 1000

    Used for the maximum size limit of the LRU cache storing endpoints data for endpoint discovery enabled operations. Defaults to 1000.

  • :endpoint_cache_max_threads (Integer) — default: 10

    Used for the maximum threads in use for polling endpoints to be cached, defaults to 10.

  • :endpoint_cache_poll_interval (Integer) — default: 60

    When :endpoint_discovery and :active_endpoint_cache is enabled, Use this option to config the time interval in seconds for making requests fetching endpoints information. Defaults to 60 sec.

  • :endpoint_discovery (Boolean) — default: false

    When set to true, endpoint discovery will be enabled for operations when available.

  • :ignore_configured_endpoint_urls (Boolean)

    Setting to true disables use of endpoint URLs provided via environment variables and the shared configuration file.

  • :log_formatter (Aws::Log::Formatter) — default: Aws::Log::Formatter.default

    The log formatter.

  • :log_level (Symbol) — default: :info

    The log level to send messages to the :logger at.

  • :logger (Logger)

    The Logger instance to send log messages to. If this option is not set, logging will be disabled.

  • :max_attempts (Integer) — default: 3

    An integer representing the maximum number attempts that will be made for a single request, including the initial attempt. For example, setting this value to 5 will result in a request being retried up to 4 times. Used in standard and adaptive retry modes.

  • :profile (String) — default: "default"

    Used when loading credentials from the shared credentials file at HOME/.aws/credentials. When not specified, 'default' is used.

  • :request_min_compression_size_bytes (Integer) — default: 10240

    The minimum size in bytes that triggers compression for request bodies. The value must be non-negative integer value between 0 and 10485780 bytes inclusive.

  • :retry_backoff (Proc)

    A proc or lambda used for backoff. Defaults to 2**retries * retry_base_delay. This option is only used in the legacy retry mode.

  • :retry_base_delay (Float) — default: 0.3

    The base delay in seconds used by the default backoff function. This option is only used in the legacy retry mode.

  • :retry_jitter (Symbol) — default: :none

    A delay randomiser function used by the default backoff function. Some predefined functions can be referenced by name - :none, :equal, :full, otherwise a Proc that takes and returns a number. This option is only used in the legacy retry mode.

    @see https://www.awsarchitectureblog.com/2015/03/backoff.html

  • :retry_limit (Integer) — default: 3

    The maximum number of times to retry failed requests. Only ~ 500 level server errors and certain ~ 400 level client errors are retried. Generally, these are throttling errors, data checksum errors, networking errors, timeout errors, auth errors, endpoint discovery, and errors from expired credentials. This option is only used in the legacy retry mode.

  • :retry_max_delay (Integer) — default: 0

    The maximum number of seconds to delay between retries (0 for no limit) used by the default backoff function. This option is only used in the legacy retry mode.

  • :retry_mode (String) — default: "legacy"

    Specifies which retry algorithm to use. Values are:

    • legacy - The pre-existing retry behavior. This is default value if no retry mode is provided.

    • standard - A standardized set of retry rules across the AWS SDKs. This includes support for retry quotas, which limit the number of unsuccessful retries a client can make.

    • adaptive - An experimental retry mode that includes all the functionality of standard mode along with automatic client side throttling. This is a provisional mode that may change behavior in the future.

  • :sdk_ua_app_id (String)

    A unique and opaque application ID that is appended to the User-Agent header as app/. It should have a maximum length of 50.

  • :secret_access_key (String)
  • :session_token (String)
  • :stub_responses (Boolean) — default: false

    Causes the client to return stubbed responses. By default fake responses are generated and returned. You can specify the response data to return or errors to raise by calling ClientStubs#stub_responses. See ClientStubs for more information.

    Please note When response stubbing is enabled, no HTTP requests are made, and retries are disabled.

  • :token_provider (Aws::TokenProvider)

    A Bearer Token Provider. This can be an instance of any one of the following classes:

    • Aws::StaticTokenProvider - Used for configuring static, non-refreshing tokens.

    • Aws::SSOTokenProvider - Used for loading tokens from AWS SSO using an access token generated from aws login.

    When :token_provider is not configured directly, the Aws::TokenProviderChain will be used to search for tokens configured for your profile in shared configuration files.

  • :use_dualstack_endpoint (Boolean)

    When set to true, dualstack enabled endpoints (with .aws TLD) will be used if available.

  • :use_fips_endpoint (Boolean)

    When set to true, fips compatible endpoints will be used if available. When a fips region is used, the region is normalized and this config is set to true.

  • :validate_params (Boolean) — default: true

    When true, request parameters are validated before sending the request.

  • :endpoint_provider (Aws::Bedrock::EndpointProvider)

    The endpoint provider used to resolve endpoints. Any object that responds to #resolve_endpoint(parameters) where parameters is a Struct similar to Aws::Bedrock::EndpointParameters

  • :http_proxy (URI::HTTP, String)

    A proxy to send requests through. Formatted like 'http://proxy.com:123'.

  • :http_open_timeout (Float) — default: 15

    The number of seconds to wait when opening a HTTP session before raising a Timeout::Error.

  • :http_read_timeout (Float) — default: 60

    The default number of seconds to wait for response data. This value can safely be set per-request on the session.

  • :http_idle_timeout (Float) — default: 5

    The number of seconds a connection is allowed to sit idle before it is considered stale. Stale connections are closed and removed from the pool before making a request.

  • :http_continue_timeout (Float) — default: 1

    The number of seconds to wait for a 100-continue response before sending the request body. This option has no effect unless the request has "Expect" header set to "100-continue". Defaults to nil which disables this behaviour. This value can safely be set per request on the session.

  • :ssl_timeout (Float) — default: nil

    Sets the SSL timeout in seconds.

  • :http_wire_trace (Boolean) — default: false

    When true, HTTP debug output will be sent to the :logger.

  • :ssl_verify_peer (Boolean) — default: true

    When true, SSL peer certificates are verified when establishing a connection.

  • :ssl_ca_bundle (String)

    Full path to the SSL certificate authority bundle file that should be used when verifying peer certificates. If you do not pass :ssl_ca_bundle or :ssl_ca_directory the the system default will be used if available.

  • :ssl_ca_directory (String)

    Full path of the directory that contains the unbundled SSL certificate authority files for verifying peer certificates. If you do not pass :ssl_ca_bundle or :ssl_ca_directory the the system default will be used if available.



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 385

def initialize(*args)
  super
end

Instance Method Details

#create_model_customization_job(params = {}) ⇒ Types::CreateModelCustomizationJobResponse

Creates a fine-tuning job to customize a base model.

You specify the base foundation model and the location of the training data. After the model-customization job completes successfully, your custom model resource will be ready to use. Training data contains input and output text for each record in a JSONL format. Optionally, you can specify validation data in the same format as the training data. Amazon Bedrock returns validation loss metrics and output generations after the job completes.

Model-customization jobs are asynchronous and the completion time depends on the base model and the training/validation data size. To monitor a job, use the GetModelCustomizationJob operation to retrieve the job status.

For more information, see Custom models in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.create_model_customization_job({
  job_name: "JobName", # required
  custom_model_name: "CustomModelName", # required
  role_arn: "RoleArn", # required
  client_request_token: "IdempotencyToken",
  base_model_identifier: "BaseModelIdentifier", # required
  customization_type: "FINE_TUNING", # accepts FINE_TUNING, CONTINUED_PRE_TRAINING
  custom_model_kms_key_id: "KmsKeyId",
  job_tags: [
    {
      key: "TagKey", # required
      value: "TagValue", # required
    },
  ],
  custom_model_tags: [
    {
      key: "TagKey", # required
      value: "TagValue", # required
    },
  ],
  training_data_config: { # required
    s3_uri: "S3Uri", # required
  },
  validation_data_config: {
    validators: [ # required
      {
        s3_uri: "S3Uri", # required
      },
    ],
  },
  output_data_config: { # required
    s3_uri: "S3Uri", # required
  },
  hyper_parameters: { # required
    "String" => "String",
  },
  vpc_config: {
    subnet_ids: ["SubnetId"], # required
    security_group_ids: ["SecurityGroupId"], # required
  },
})

Response structure


resp.job_arn #=> String

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :job_name (required, String)

    Enter a unique name for the fine-tuning job.

  • :custom_model_name (required, String)

    Enter a name for the custom model.

  • :role_arn (required, String)

    The Amazon Resource Name (ARN) of an IAM role that Amazon Bedrock can assume to perform tasks on your behalf. For example, during model training, Amazon Bedrock needs your permission to read input data from an S3 bucket, write model artifacts to an S3 bucket. To pass this role to Amazon Bedrock, the caller of this API must have the iam:PassRole permission.

  • :client_request_token (String)

    Unique token value that you can provide. The GetModelCustomizationJob response includes the same token value.

    A suitable default value is auto-generated. You should normally not need to pass this option.**

  • :base_model_identifier (required, String)

    Name of the base model.

  • :customization_type (String)

    The customization type.

  • :custom_model_kms_key_id (String)

    The custom model is encrypted at rest using this key.

  • :job_tags (Array<Types::Tag>)

    Assign tags to the job.

  • :custom_model_tags (Array<Types::Tag>)

    Assign tags to the custom model.

  • :training_data_config (required, Types::TrainingDataConfig)

    Information about the training dataset.

  • :validation_data_config (Types::ValidationDataConfig)

    Information about the validation dataset.

  • :output_data_config (required, Types::OutputDataConfig)

    S3 location for the output data.

  • :hyper_parameters (required, Hash<String,String>)

    Parameters related to tuning the model.

  • :vpc_config (Types::VpcConfig)

    VPC configuration (optional). Configuration parameters for the private Virtual Private Cloud (VPC) that contains the resources you are using for this job.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 522

def create_model_customization_job(params = {}, options = {})
  req = build_request(:create_model_customization_job, params)
  req.send_request(options)
end

#create_provisioned_model_throughput(params = {}) ⇒ Types::CreateProvisionedModelThroughputResponse

Creates a provisioned throughput with dedicated capacity for a foundation model or a fine-tuned model.

For more information, see Provisioned throughput in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.create_provisioned_model_throughput({
  client_request_token: "IdempotencyToken",
  model_units: 1, # required
  provisioned_model_name: "ProvisionedModelName", # required
  model_id: "ModelIdentifier", # required
  commitment_duration: "OneMonth", # accepts OneMonth, SixMonths
  tags: [
    {
      key: "TagKey", # required
      value: "TagValue", # required
    },
  ],
})

Response structure


resp.provisioned_model_arn #=> String

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :client_request_token (String)

    Unique token value that you can provide. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error.

    A suitable default value is auto-generated. You should normally not need to pass this option.**

  • :model_units (required, Integer)

    Number of model units to allocate.

  • :provisioned_model_name (required, String)

    Unique name for this provisioned throughput.

  • :model_id (required, String)

    Name or ARN of the model to associate with this provisioned throughput.

  • :commitment_duration (String)

    Commitment duration requested for the provisioned throughput.

  • :tags (Array<Types::Tag>)

    Tags to associate with this provisioned throughput.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 589

def create_provisioned_model_throughput(params = {}, options = {})
  req = build_request(:create_provisioned_model_throughput, params)
  req.send_request(options)
end

#delete_custom_model(params = {}) ⇒ Struct

Deletes a custom model that you created earlier. For more information, see Custom models in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.delete_custom_model({
  model_identifier: "ModelIdentifier", # required
})

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :model_identifier (required, String)

    Name of the model to delete.

Returns:

  • (Struct)

    Returns an empty response.

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 616

def delete_custom_model(params = {}, options = {})
  req = build_request(:delete_custom_model, params)
  req.send_request(options)
end

#delete_model_invocation_logging_configuration(params = {}) ⇒ Struct

Delete the invocation logging.

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Returns:

  • (Struct)

    Returns an empty response.

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 629

def delete_model_invocation_logging_configuration(params = {}, options = {})
  req = build_request(:delete_model_invocation_logging_configuration, params)
  req.send_request(options)
end

#delete_provisioned_model_throughput(params = {}) ⇒ Struct

Deletes a provisioned throughput. For more information, see Provisioned throughput in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.delete_provisioned_model_throughput({
  provisioned_model_id: "ProvisionedModelId", # required
})

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :provisioned_model_id (required, String)

    The ARN or name of the provisioned throughput.

Returns:

  • (Struct)

    Returns an empty response.

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 656

def delete_provisioned_model_throughput(params = {}, options = {})
  req = build_request(:delete_provisioned_model_throughput, params)
  req.send_request(options)
end

#get_custom_model(params = {}) ⇒ Types::GetCustomModelResponse

Get the properties associated with a Amazon Bedrock custom model that you have created.For more information, see Custom models in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.get_custom_model({
  model_identifier: "ModelIdentifier", # required
})

Response structure


resp.model_arn #=> String
resp.model_name #=> String
resp.job_name #=> String
resp.job_arn #=> String
resp.base_model_arn #=> String
resp.customization_type #=> String, one of "FINE_TUNING", "CONTINUED_PRE_TRAINING"
resp.model_kms_key_arn #=> String
resp.hyper_parameters #=> Hash
resp.hyper_parameters["String"] #=> String
resp.training_data_config.s3_uri #=> String
resp.validation_data_config.validators #=> Array
resp.validation_data_config.validators[0].s3_uri #=> String
resp.output_data_config.s3_uri #=> String
resp.training_metrics.training_loss #=> Float
resp.validation_metrics #=> Array
resp.validation_metrics[0].validation_loss #=> Float
resp.creation_time #=> Time

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :model_identifier (required, String)

    Name or ARN of the custom model.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 719

def get_custom_model(params = {}, options = {})
  req = build_request(:get_custom_model, params)
  req.send_request(options)
end

#get_foundation_model(params = {}) ⇒ Types::GetFoundationModelResponse

Get details about a Amazon Bedrock foundation model.

Examples:

Request syntax with placeholder values


resp = client.get_foundation_model({
  model_identifier: "ModelIdentifier", # required
})

Response structure


resp.model_details.model_arn #=> String
resp.model_details.model_id #=> String
resp.model_details.model_name #=> String
resp.model_details.provider_name #=> String
resp.model_details.input_modalities #=> Array
resp.model_details.input_modalities[0] #=> String, one of "TEXT", "IMAGE", "EMBEDDING"
resp.model_details.output_modalities #=> Array
resp.model_details.output_modalities[0] #=> String, one of "TEXT", "IMAGE", "EMBEDDING"
resp.model_details.response_streaming_supported #=> Boolean
resp.model_details.customizations_supported #=> Array
resp.model_details.customizations_supported[0] #=> String, one of "FINE_TUNING", "CONTINUED_PRE_TRAINING"
resp.model_details.inference_types_supported #=> Array
resp.model_details.inference_types_supported[0] #=> String, one of "ON_DEMAND", "PROVISIONED"
resp.model_details.model_lifecycle.status #=> String, one of "ACTIVE", "LEGACY"

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :model_identifier (required, String)

    The model identifier.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 760

def get_foundation_model(params = {}, options = {})
  req = build_request(:get_foundation_model, params)
  req.send_request(options)
end

#get_model_customization_job(params = {}) ⇒ Types::GetModelCustomizationJobResponse

Retrieves the properties associated with a model-customization job, including the status of the job. For more information, see Custom models in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.get_model_customization_job({
  job_identifier: "ModelCustomizationJobIdentifier", # required
})

Response structure


resp.job_arn #=> String
resp.job_name #=> String
resp.output_model_name #=> String
resp.output_model_arn #=> String
resp.client_request_token #=> String
resp.role_arn #=> String
resp.status #=> String, one of "InProgress", "Completed", "Failed", "Stopping", "Stopped"
resp.failure_message #=> String
resp.creation_time #=> Time
resp.last_modified_time #=> Time
resp.end_time #=> Time
resp.base_model_arn #=> String
resp.hyper_parameters #=> Hash
resp.hyper_parameters["String"] #=> String
resp.training_data_config.s3_uri #=> String
resp.validation_data_config.validators #=> Array
resp.validation_data_config.validators[0].s3_uri #=> String
resp.output_data_config.s3_uri #=> String
resp.customization_type #=> String, one of "FINE_TUNING", "CONTINUED_PRE_TRAINING"
resp.output_model_kms_key_arn #=> String
resp.training_metrics.training_loss #=> Float
resp.validation_metrics #=> Array
resp.validation_metrics[0].validation_loss #=> Float
resp.vpc_config.subnet_ids #=> Array
resp.vpc_config.subnet_ids[0] #=> String
resp.vpc_config.security_group_ids #=> Array
resp.vpc_config.security_group_ids[0] #=> String

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :job_identifier (required, String)

    Identifier for the customization job.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 840

def get_model_customization_job(params = {}, options = {})
  req = build_request(:get_model_customization_job, params)
  req.send_request(options)
end

#get_model_invocation_logging_configuration(params = {}) ⇒ Types::GetModelInvocationLoggingConfigurationResponse

Get the current configuration values for model invocation logging.

Examples:

Response structure


resp.logging_config.cloud_watch_config.log_group_name #=> String
resp.logging_config.cloud_watch_config.role_arn #=> String
resp.logging_config.cloud_watch_config.large_data_delivery_s3_config.bucket_name #=> String
resp.logging_config.cloud_watch_config.large_data_delivery_s3_config.key_prefix #=> String
resp.logging_config.s3_config.bucket_name #=> String
resp.logging_config.s3_config.key_prefix #=> String
resp.logging_config.text_data_delivery_enabled #=> Boolean
resp.logging_config.image_data_delivery_enabled #=> Boolean
resp.logging_config.embedding_data_delivery_enabled #=> Boolean

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 867

def get_model_invocation_logging_configuration(params = {}, options = {})
  req = build_request(:get_model_invocation_logging_configuration, params)
  req.send_request(options)
end

#get_provisioned_model_throughput(params = {}) ⇒ Types::GetProvisionedModelThroughputResponse

Get details for a provisioned throughput. For more information, see Provisioned throughput in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.get_provisioned_model_throughput({
  provisioned_model_id: "ProvisionedModelId", # required
})

Response structure


resp.model_units #=> Integer
resp.desired_model_units #=> Integer
resp.provisioned_model_name #=> String
resp.provisioned_model_arn #=> String
resp.model_arn #=> String
resp.desired_model_arn #=> String
resp.foundation_model_arn #=> String
resp.status #=> String, one of "Creating", "InService", "Updating", "Failed"
resp.creation_time #=> Time
resp.last_modified_time #=> Time
resp.failure_message #=> String
resp.commitment_duration #=> String, one of "OneMonth", "SixMonths"
resp.commitment_expiration_time #=> Time

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :provisioned_model_id (required, String)

    The ARN or name of the provisioned throughput.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 924

def get_provisioned_model_throughput(params = {}, options = {})
  req = build_request(:get_provisioned_model_throughput, params)
  req.send_request(options)
end

#list_custom_models(params = {}) ⇒ Types::ListCustomModelsResponse

Returns a list of the custom models that you have created with the CreateModelCustomizationJob operation.

For more information, see Custom models in the Bedrock User Guide.

The returned response is a pageable response and is Enumerable. For details on usage see PageableResponse.

Examples:

Request syntax with placeholder values


resp = client.list_custom_models({
  creation_time_before: Time.now,
  creation_time_after: Time.now,
  name_contains: "CustomModelName",
  base_model_arn_equals: "ModelArn",
  foundation_model_arn_equals: "FoundationModelArn",
  max_results: 1,
  next_token: "PaginationToken",
  sort_by: "CreationTime", # accepts CreationTime
  sort_order: "Ascending", # accepts Ascending, Descending
})

Response structure


resp.next_token #=> String
resp.model_summaries #=> Array
resp.model_summaries[0].model_arn #=> String
resp.model_summaries[0].model_name #=> String
resp.model_summaries[0].creation_time #=> Time
resp.model_summaries[0].base_model_arn #=> String
resp.model_summaries[0].base_model_name #=> String
resp.model_summaries[0].customization_type #=> String, one of "FINE_TUNING", "CONTINUED_PRE_TRAINING"

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :creation_time_before (Time, DateTime, Date, Integer, String)

    Return custom models created before the specified time.

  • :creation_time_after (Time, DateTime, Date, Integer, String)

    Return custom models created after the specified time.

  • :name_contains (String)

    Return custom models only if the job name contains these characters.

  • :base_model_arn_equals (String)

    Return custom models only if the base model ARN matches this parameter.

  • :foundation_model_arn_equals (String)

    Return custom models only if the foundation model ARN matches this parameter.

  • :max_results (Integer)

    Maximum number of results to return in the response.

  • :next_token (String)

    Continuation token from the previous response, for Amazon Bedrock to list the next set of results.

  • :sort_by (String)

    The field to sort by in the returned list of models.

  • :sort_order (String)

    The sort order of the results.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1005

def list_custom_models(params = {}, options = {})
  req = build_request(:list_custom_models, params)
  req.send_request(options)
end

#list_foundation_models(params = {}) ⇒ Types::ListFoundationModelsResponse

List of Amazon Bedrock foundation models that you can use. For more information, see Foundation models in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.list_foundation_models({
  by_provider: "Provider",
  by_customization_type: "FINE_TUNING", # accepts FINE_TUNING, CONTINUED_PRE_TRAINING
  by_output_modality: "TEXT", # accepts TEXT, IMAGE, EMBEDDING
  by_inference_type: "ON_DEMAND", # accepts ON_DEMAND, PROVISIONED
})

Response structure


resp.model_summaries #=> Array
resp.model_summaries[0].model_arn #=> String
resp.model_summaries[0].model_id #=> String
resp.model_summaries[0].model_name #=> String
resp.model_summaries[0].provider_name #=> String
resp.model_summaries[0].input_modalities #=> Array
resp.model_summaries[0].input_modalities[0] #=> String, one of "TEXT", "IMAGE", "EMBEDDING"
resp.model_summaries[0].output_modalities #=> Array
resp.model_summaries[0].output_modalities[0] #=> String, one of "TEXT", "IMAGE", "EMBEDDING"
resp.model_summaries[0].response_streaming_supported #=> Boolean
resp.model_summaries[0].customizations_supported #=> Array
resp.model_summaries[0].customizations_supported[0] #=> String, one of "FINE_TUNING", "CONTINUED_PRE_TRAINING"
resp.model_summaries[0].inference_types_supported #=> Array
resp.model_summaries[0].inference_types_supported[0] #=> String, one of "ON_DEMAND", "PROVISIONED"
resp.model_summaries[0].model_lifecycle.status #=> String, one of "ACTIVE", "LEGACY"

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :by_provider (String)

    A Amazon Bedrock model provider.

  • :by_customization_type (String)

    List by customization type.

  • :by_output_modality (String)

    List by output modality type.

  • :by_inference_type (String)

    List by inference type.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1064

def list_foundation_models(params = {}, options = {})
  req = build_request(:list_foundation_models, params)
  req.send_request(options)
end

#list_model_customization_jobs(params = {}) ⇒ Types::ListModelCustomizationJobsResponse

Returns a list of model customization jobs that you have submitted. You can filter the jobs to return based on one or more criteria.

For more information, see Custom models in the Bedrock User Guide.

The returned response is a pageable response and is Enumerable. For details on usage see PageableResponse.

Examples:

Request syntax with placeholder values


resp = client.list_model_customization_jobs({
  creation_time_after: Time.now,
  creation_time_before: Time.now,
  status_equals: "InProgress", # accepts InProgress, Completed, Failed, Stopping, Stopped
  name_contains: "JobName",
  max_results: 1,
  next_token: "PaginationToken",
  sort_by: "CreationTime", # accepts CreationTime
  sort_order: "Ascending", # accepts Ascending, Descending
})

Response structure


resp.next_token #=> String
resp.model_customization_job_summaries #=> Array
resp.model_customization_job_summaries[0].job_arn #=> String
resp.model_customization_job_summaries[0].base_model_arn #=> String
resp.model_customization_job_summaries[0].job_name #=> String
resp.model_customization_job_summaries[0].status #=> String, one of "InProgress", "Completed", "Failed", "Stopping", "Stopped"
resp.model_customization_job_summaries[0].last_modified_time #=> Time
resp.model_customization_job_summaries[0].creation_time #=> Time
resp.model_customization_job_summaries[0].end_time #=> Time
resp.model_customization_job_summaries[0].custom_model_arn #=> String
resp.model_customization_job_summaries[0].custom_model_name #=> String
resp.model_customization_job_summaries[0].customization_type #=> String, one of "FINE_TUNING", "CONTINUED_PRE_TRAINING"

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :creation_time_after (Time, DateTime, Date, Integer, String)

    Return customization jobs created after the specified time.

  • :creation_time_before (Time, DateTime, Date, Integer, String)

    Return customization jobs created before the specified time.

  • :status_equals (String)

    Return customization jobs with the specified status.

  • :name_contains (String)

    Return customization jobs only if the job name contains these characters.

  • :max_results (Integer)

    Maximum number of results to return in the response.

  • :next_token (String)

    Continuation token from the previous response, for Amazon Bedrock to list the next set of results.

  • :sort_by (String)

    The field to sort by in the returned list of jobs.

  • :sort_order (String)

    The sort order of the results.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1144

def list_model_customization_jobs(params = {}, options = {})
  req = build_request(:list_model_customization_jobs, params)
  req.send_request(options)
end

#list_provisioned_model_throughputs(params = {}) ⇒ Types::ListProvisionedModelThroughputsResponse

List the provisioned capacities. For more information, see Provisioned throughput in the Bedrock User Guide.

The returned response is a pageable response and is Enumerable. For details on usage see PageableResponse.

Examples:

Request syntax with placeholder values


resp = client.list_provisioned_model_throughputs({
  creation_time_after: Time.now,
  creation_time_before: Time.now,
  status_equals: "Creating", # accepts Creating, InService, Updating, Failed
  model_arn_equals: "ModelArn",
  name_contains: "ProvisionedModelName",
  max_results: 1,
  next_token: "PaginationToken",
  sort_by: "CreationTime", # accepts CreationTime
  sort_order: "Ascending", # accepts Ascending, Descending
})

Response structure


resp.next_token #=> String
resp.provisioned_model_summaries #=> Array
resp.provisioned_model_summaries[0].provisioned_model_name #=> String
resp.provisioned_model_summaries[0].provisioned_model_arn #=> String
resp.provisioned_model_summaries[0].model_arn #=> String
resp.provisioned_model_summaries[0].desired_model_arn #=> String
resp.provisioned_model_summaries[0].foundation_model_arn #=> String
resp.provisioned_model_summaries[0].model_units #=> Integer
resp.provisioned_model_summaries[0].desired_model_units #=> Integer
resp.provisioned_model_summaries[0].status #=> String, one of "Creating", "InService", "Updating", "Failed"
resp.provisioned_model_summaries[0].commitment_duration #=> String, one of "OneMonth", "SixMonths"
resp.provisioned_model_summaries[0].commitment_expiration_time #=> Time
resp.provisioned_model_summaries[0].creation_time #=> Time
resp.provisioned_model_summaries[0].last_modified_time #=> Time

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :creation_time_after (Time, DateTime, Date, Integer, String)

    Return provisioned capacities created after the specified time.

  • :creation_time_before (Time, DateTime, Date, Integer, String)

    Return provisioned capacities created before the specified time.

  • :status_equals (String)

    Return the list of provisioned capacities that match the specified status.

  • :model_arn_equals (String)

    Return the list of provisioned capacities where their model ARN is equal to this parameter.

  • :name_contains (String)

    Return the list of provisioned capacities if their name contains these characters.

  • :max_results (Integer)

    THe maximum number of results to return in the response.

  • :next_token (String)

    Continuation token from the previous response, for Amazon Bedrock to list the next set of results.

  • :sort_by (String)

    The field to sort by in the returned list of provisioned capacities.

  • :sort_order (String)

    The sort order of the results.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1229

def list_provisioned_model_throughputs(params = {}, options = {})
  req = build_request(:list_provisioned_model_throughputs, params)
  req.send_request(options)
end

#list_tags_for_resource(params = {}) ⇒ Types::ListTagsForResourceResponse

List the tags associated with the specified resource.

For more information, see Tagging resources in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.list_tags_for_resource({
  resource_arn: "TaggableResourcesArn", # required
})

Response structure


resp.tags #=> Array
resp.tags[0].key #=> String
resp.tags[0].value #=> String

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :resource_arn (required, String)

    The ARN of the resource.

Returns:

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1266

def list_tags_for_resource(params = {}, options = {})
  req = build_request(:list_tags_for_resource, params)
  req.send_request(options)
end

#put_model_invocation_logging_configuration(params = {}) ⇒ Struct

Set the configuration values for model invocation logging.

Examples:

Request syntax with placeholder values


resp = client.put_model_invocation_logging_configuration({
  logging_config: { # required
    cloud_watch_config: {
      log_group_name: "LogGroupName", # required
      role_arn: "RoleArn", # required
      large_data_delivery_s3_config: {
        bucket_name: "BucketName", # required
        key_prefix: "KeyPrefix",
      },
    },
    s3_config: {
      bucket_name: "BucketName", # required
      key_prefix: "KeyPrefix",
    },
    text_data_delivery_enabled: false,
    image_data_delivery_enabled: false,
    embedding_data_delivery_enabled: false,
  },
})

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

Returns:

  • (Struct)

    Returns an empty response.

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1304

def put_model_invocation_logging_configuration(params = {}, options = {})
  req = build_request(:put_model_invocation_logging_configuration, params)
  req.send_request(options)
end

#stop_model_customization_job(params = {}) ⇒ Struct

Stops an active model customization job. For more information, see Custom models in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.stop_model_customization_job({
  job_identifier: "ModelCustomizationJobIdentifier", # required
})

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :job_identifier (required, String)

    Job identifier of the job to stop.

Returns:

  • (Struct)

    Returns an empty response.

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1331

def stop_model_customization_job(params = {}, options = {})
  req = build_request(:stop_model_customization_job, params)
  req.send_request(options)
end

#tag_resource(params = {}) ⇒ Struct

Associate tags with a resource. For more information, see Tagging resources in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.tag_resource({
  resource_arn: "TaggableResourcesArn", # required
  tags: [ # required
    {
      key: "TagKey", # required
      value: "TagValue", # required
    },
  ],
})

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :resource_arn (required, String)

    The ARN of the resource to tag.

  • :tags (required, Array<Types::Tag>)

    Tags to associate with the resource.

Returns:

  • (Struct)

    Returns an empty response.

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1367

def tag_resource(params = {}, options = {})
  req = build_request(:tag_resource, params)
  req.send_request(options)
end

#untag_resource(params = {}) ⇒ Struct

Remove one or more tags from a resource. For more information, see Tagging resources in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.untag_resource({
  resource_arn: "TaggableResourcesArn", # required
  tag_keys: ["TagKey"], # required
})

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :resource_arn (required, String)

    The ARN of the resource to untag.

  • :tag_keys (required, Array<String>)

    Tag keys of the tags to remove from the resource.

Returns:

  • (Struct)

    Returns an empty response.

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1398

def untag_resource(params = {}, options = {})
  req = build_request(:untag_resource, params)
  req.send_request(options)
end

#update_provisioned_model_throughput(params = {}) ⇒ Struct

Update a provisioned throughput. For more information, see Provisioned throughput in the Bedrock User Guide.

Examples:

Request syntax with placeholder values


resp = client.update_provisioned_model_throughput({
  provisioned_model_id: "ProvisionedModelId", # required
  desired_provisioned_model_name: "ProvisionedModelName",
  desired_model_id: "ModelIdentifier",
})

Parameters:

  • params (Hash) (defaults to: {})

    ({})

Options Hash (params):

  • :provisioned_model_id (required, String)

    The ARN or name of the provisioned throughput to update.

  • :desired_provisioned_model_name (String)

    The new name for this provisioned throughput.

  • :desired_model_id (String)

    The ARN of the new model to associate with this provisioned throughput.

Returns:

  • (Struct)

    Returns an empty response.

See Also:



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# File 'gems/aws-sdk-bedrock/lib/aws-sdk-bedrock/client.rb', line 1434

def update_provisioned_model_throughput(params = {}, options = {})
  req = build_request(:update_provisioned_model_throughput, params)
  req.send_request(options)
end