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CustomJob(mapping=None, *, ignore_unknown_fields=False, **kwargs)
Represents a job that runs custom workloads such as a Docker container or a Python package. A CustomJob can have multiple worker pools and each worker pool can have its own machine and input spec. A CustomJob will be cleaned up once the job enters terminal state (failed or succeeded).
Attributes
Name | Description |
name |
str
Output only. Resource name of a CustomJob. |
display_name |
str
Required. The display name of the CustomJob. The name can be up to 128 characters long and can be consist of any UTF-8 characters. |
job_spec |
google.cloud.aiplatform_v1.types.CustomJobSpec
Required. Job spec. |
state |
google.cloud.aiplatform_v1.types.JobState
Output only. The detailed state of the job. |
create_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Time when the CustomJob was created. |
start_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Time when the CustomJob for the first time entered the ``JOB_STATE_RUNNING`` state. |
end_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Time when the CustomJob entered any of the following states: ``JOB_STATE_SUCCEEDED``, ``JOB_STATE_FAILED``, ``JOB_STATE_CANCELLED``. |
update_time |
google.protobuf.timestamp_pb2.Timestamp
Output only. Time when the CustomJob was most recently updated. |
error |
google.rpc.status_pb2.Status
Output only. Only populated when job's state is ``JOB_STATE_FAILED`` or ``JOB_STATE_CANCELLED``. |
labels |
Sequence[google.cloud.aiplatform_v1.types.CustomJob.LabelsEntry]
The labels with user-defined metadata to organize CustomJobs. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. |
encryption_spec |
google.cloud.aiplatform_v1.types.EncryptionSpec
Customer-managed encryption key options for a CustomJob. If this is set, then all resources created by the CustomJob will be encrypted with the provided encryption key. |
Inheritance
builtins.object > proto.message.Message > CustomJobClasses
LabelsEntry
LabelsEntry(mapping=None, *, ignore_unknown_fields=False, **kwargs)
The abstract base class for a message.
Name | Description |
kwargs |
dict
Keys and values corresponding to the fields of the message. |
mapping |
Union[dict, `.Message`]
A dictionary or message to be used to determine the values for this message. |
ignore_unknown_fields |
Optional(bool)
If True, do not raise errors for unknown fields. Only applied if |