| :mod:`airflow.providers.amazon.aws.operators.sagemaker_base` |
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| .. py:module:: airflow.providers.amazon.aws.operators.sagemaker_base |
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| Module Contents |
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| .. py:class:: SageMakerBaseOperator(*, config: dict, aws_conn_id: str = 'aws_default', **kwargs) |
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| Bases: :class:`airflow.models.BaseOperator` |
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| This is the base operator for all SageMaker operators. |
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| :param config: The configuration necessary to start a training job (templated) |
| :type config: dict |
| :param aws_conn_id: The AWS connection ID to use. |
| :type aws_conn_id: str |
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| .. attribute:: template_fields |
| :annotation: = ['config'] |
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| .. attribute:: template_ext |
| :annotation: = [] |
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| .. attribute:: ui_color |
| :annotation: = #ededed |
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| .. attribute:: integer_fields |
| :annotation: :Iterable[Iterable[str]] = [] |
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| .. method:: parse_integer(self, config, field) |
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| Recursive method for parsing string fields holding integer values to integers. |
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| .. method:: parse_config_integers(self) |
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| Parse the integer fields of training config to integers in case the config is rendered by Jinja and |
| all fields are str. |
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| .. method:: expand_role(self) |
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| Placeholder for calling boto3's expand_role(), which expands an IAM role name into an ARN. |
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| .. method:: preprocess_config(self) |
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| Process the config into a usable form. |
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| .. method:: execute(self, context) |
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| .. method:: hook(self) |
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| Return SageMakerHook |
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