nemo_microservices.types.data_designer.sampler_column_config_param#
Module Contents#
Classes#
Data#
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- nemo_microservices.types.data_designer.sampler_column_config_param.ConditionalParams: typing_extensions.TypeAlias#
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- nemo_microservices.types.data_designer.sampler_column_config_param.Params: typing_extensions.TypeAlias#
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- class nemo_microservices.types.data_designer.sampler_column_config_param.SamplerColumnConfigParam#
Bases:
typing_extensions.TypedDict- column_type: typing_extensions.Literal[sampler]#
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- conditional_params: Dict[str, nemo_microservices.types.data_designer.sampler_column_config_param.ConditionalParams]#
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- convert_to: str#
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- drop: bool#
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- name: typing_extensions.Required[str]#
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- params: typing_extensions.Required[nemo_microservices.types.data_designer.sampler_column_config_param.Params]#
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Parameters for subcategory sampling conditioned on a parent category column.
Samples subcategory values based on the value of a parent category column. Each parent category value maps to its own list of possible subcategory values, enabling hierarchical or conditional sampling patterns.
Attributes: category: Name of the parent category column that this subcategory depends on. The parent column must be generated before this subcategory column. values: Mapping from each parent category value to a list of possible subcategory values. Each key must correspond to a value that appears in the parent category column.
- sampler_type: typing_extensions.Required[nemo_microservices.types.data_designer.sampler_type.SamplerType]#
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