Bedrock  >  Structures  >  ModelInvocationJobSummary

ModelInvocationJobSummary

Structure Class

ModelInvocationJobSummary dataclass

A summary of a batch inference job.

Attributes

client_request_token class-attribute instance-attribute

client_request_token: str | None = None

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

end_time class-attribute instance-attribute

end_time: datetime | None = None

The time at which the batch inference job ended.

error_record_count class-attribute instance-attribute

error_record_count: int | None = None

The number of records that failed to process in the batch inference job.

input_data_config instance-attribute

input_data_config: ModelInvocationJobInputDataConfig

Details about the location of the input to the batch inference job.

job_arn instance-attribute

job_arn: str

The Amazon Resource Name (ARN) of the batch inference job.

job_expiration_time class-attribute instance-attribute

job_expiration_time: datetime | None = None

The time at which the batch inference job times or timed out.

job_name instance-attribute

job_name: str

The name of the batch inference job.

last_modified_time class-attribute instance-attribute

last_modified_time: datetime | None = None

The time at which the batch inference job was last modified.

message class-attribute instance-attribute

message: str | None = field(repr=False, default=None)

If the batch inference job failed, this field contains a message describing why the job failed.

model_id instance-attribute

model_id: str

The unique identifier of the foundation model used for model inference.

model_invocation_type class-attribute instance-attribute

model_invocation_type: ModelInvocationType | None = None

The invocation endpoint for ModelInvocationJob

output_data_config instance-attribute

output_data_config: ModelInvocationJobOutputDataConfig

Details about the location of the output of the batch inference job.

processed_record_count class-attribute instance-attribute

processed_record_count: int | None = None

The number of records that have been processed in the batch inference job.

role_arn instance-attribute

role_arn: str

The Amazon Resource Name (ARN) of the service role with permissions to carry out and manage batch inference. You can use the console to create a default service role or follow the steps at Create a service role for batch inference.

status class-attribute instance-attribute

status: ModelInvocationJobStatus | None = None

The status of the batch inference job.

The following statuses are possible:

• Submitted -- This job has been submitted to a queue for validation.

• Validating -- This job is being validated for the requirements described in Format and upload your batch inference data. The criteria include the following:

• Your IAM service role has access to the Amazon S3 buckets containing your files.

• Your files are .jsonl files and each individual record is a JSON object in the correct format. Note that validation doesn't check if the modelInput value matches the request body for the model.

• Your files fulfill the requirements for file size and number of records. For more information, see Quotas for Amazon Bedrock.

• Scheduled -- This job has been validated and is now in a queue. The job will automatically start when it reaches its turn.

• Expired -- This job timed out because it was scheduled but didn't begin before the set timeout duration. Submit a new job request.

• InProgress -- This job has begun. You can start viewing the results in the output S3 location.

• Completed -- This job has successfully completed. View the output files in the output S3 location.

• PartiallyCompleted -- This job has partially completed. Not all of your records could be processed in time. View the output files in the output S3 location.

• Failed -- This job has failed. Check the failure message for any further details. For further assistance, reach out to the Amazon Web Services Support Center.

• Stopped -- This job was stopped by a user.

• Stopping -- This job is being stopped by a user.

submit_time instance-attribute

submit_time: datetime

The time at which the batch inference job was submitted.

success_record_count class-attribute instance-attribute

success_record_count: int | None = None

The number of records that were successfully processed in the batch inference job.

timeout_duration_in_hours class-attribute instance-attribute

timeout_duration_in_hours: int | None = None

The number of hours after which the batch inference job was set to time out.

total_record_count class-attribute instance-attribute

total_record_count: int | None = None

The total number of records in the batch inference job.

vpc_config class-attribute instance-attribute

vpc_config: VpcConfig | None = None

The configuration of the Virtual Private Cloud (VPC) for the data in the batch inference job. For more information, see Protect batch inference jobs using a VPC.