simpleml.pipelines.dataset_pipelines.base_dataset_pipeline module¶

class simpleml.pipelines.dataset_pipelines.base_dataset_pipeline.AbstractBaseDatasetPipeline(has_external_files=True, transformers=[], **kwargs)[source]¶

Bases: simpleml.pipelines.base_pipeline.BasePipeline

Abstract Base class for all Dataset Pipeline objects.

class simpleml.pipelines.dataset_pipelines.base_dataset_pipeline.BaseDatasetPipeline(has_external_files=True, transformers=[], **kwargs)[source]¶

Bases: simpleml.pipelines.dataset_pipelines.base_dataset_pipeline.AbstractBaseDatasetPipeline

Base class for all Dataset Pipeline objects.

dataset_id: foreign key relation to the dataset used as input

author¶

created_timestamp¶

dataset¶

dataset_id¶

filepaths¶

has_external_files¶

hash_¶

id¶

metadata_¶

modified_timestamp¶

name¶

params¶

project¶

registered_name¶

version¶

version_description¶

class simpleml.pipelines.dataset_pipelines.base_dataset_pipeline.BaseExplicitSplitDatasetPipeline(has_external_files=True, transformers=[], **kwargs)[source]¶

Bases: simpleml.pipelines.dataset_pipelines.base_dataset_pipeline.BaseDatasetPipeline, simpleml.pipelines.validation_split_mixins.ExplicitSplitMixin

author¶

created_timestamp¶

dataset¶

dataset_id¶

filepaths¶

has_external_files¶

hash_¶

id¶

metadata_¶

modified_timestamp¶

name¶

params¶

project¶

registered_name¶

version¶

version_description¶

class simpleml.pipelines.dataset_pipelines.base_dataset_pipeline.BaseNoSplitDatasetPipeline(has_external_files=True, transformers=[], **kwargs)[source]¶

Bases: simpleml.pipelines.dataset_pipelines.base_dataset_pipeline.BaseDatasetPipeline, simpleml.pipelines.validation_split_mixins.NoSplitMixin

author¶

created_timestamp¶

dataset¶

dataset_id¶

filepaths¶

has_external_files¶

hash_¶

id¶

metadata_¶

modified_timestamp¶

name¶

params¶

project¶

registered_name¶

version¶

version_description¶