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Functions44 in github.com/AseiSugiyama/lab_sample_pipelines

↓ 4 callersFunctionget_component_spec
(name: str)
kfp/pipeline.py:45
↓ 2 callersFunctionwrite_csv
(destination: str, data: np.ndarray)
kfp/components/data_generator/src/data_generator.py:95
↓ 2 callersFunctionwrite_csv
(destination: str, data: np.ndarray)
kfp/components/transform/src/transform.py:115
↓ 1 callersFunction_data_generator_op
()
kfp/pipeline.py:60
↓ 1 callersFunction_evaluator_op
( trained_model_path: str, transformed_eval_data_path: str, suffix: str )
kfp/pipeline.py:87
↓ 1 callersFunction_trainer_op
(transformed_train_data_path: str, suffix: str)
kfp/pipeline.py:78
↓ 1 callersFunction_transform_op
( train_data_path: str, eval_data_path: str, suffix: str )
kfp/pipeline.py:67
↓ 1 callersMethodarg_parser
Parse component argument and return as ComponentArguments.
kfp/components/data_generator/src/data_generator.py:40
↓ 1 callersMethodarg_parser
Parse component argument and return as ComponentArguments.
kfp/components/trainer/src/trainer.py:42
↓ 1 callersMethodarg_parser
Parse component argument and return as ComponentArguments.
kfp/components/evaluator/src/evaluator.py:57
↓ 1 callersMethodarg_parser
Parse component argument and return as ComponentArguments.
kfp/components/transform/src/transform.py:41
↓ 1 callersFunctionfetch_dataset
(source: IO)
kfp/components/data_generator/src/data_generator.py:69
↓ 1 callersFunctionfetch_dataset
(source: IO)
kfp/components/transform/src/transform.py:102
↓ 1 callersMethodfrom_args
(cls)
kfp/components/data_generator/src/data_generator.py:51
↓ 1 callersMethodfrom_args
(cls)
kfp/components/trainer/src/trainer.py:53
↓ 1 callersMethodfrom_args
(cls)
kfp/components/evaluator/src/evaluator.py:68
↓ 1 callersMethodfrom_args
(cls)
kfp/components/transform/src/transform.py:52
↓ 1 callersFunctionget_version_from_toml
(toml_path: str)
kfp/pipeline.py:35
↓ 1 callersFunctionload_dataset
(source: IO, label_key: str)
kfp/components/trainer/src/trainer.py:100
↓ 1 callersFunctionload_dataset
(source: IO, label_key: str)
kfp/components/evaluator/src/evaluator.py:121
↓ 1 callersFunctionload_model
(model_path: str)
kfp/components/evaluator/src/evaluator.py:115
↓ 1 callersFunctionmain
(args: ComponentArguments)
kfp/components/data_generator/src/data_generator.py:82
↓ 1 callersFunctionmain
(args: ComponentArguments)
kfp/components/trainer/src/trainer.py:71
↓ 1 callersFunctionmain
(args: ComponentArguments)
kfp/components/evaluator/src/evaluator.py:86
↓ 1 callersFunctionmain
(args: ComponentArguments)
kfp/components/transform/src/transform.py:70
↓ 1 callersMethodscore
( self: BaseEstimator, X: np.ndarray, y: np.ndarray, sample_weight: Optional[n
kfp/components/evaluator/src/evaluator.py:20
↓ 1 callersFunctiontrain
(data, label_key)
kfp/components/trainer/src/trainer.py:83
↓ 1 callersFunctiontransform
(data: np.ndarray, suffix: str)
kfp/components/transform/src/transform.py:90
↓ 1 callersFunctionwrite_confusion_matrix
(destination: str, matrix: ConfusionMatrixDisplay)
kfp/components/evaluator/src/evaluator.py:135
↓ 1 callersFunctionwrite_pickle
(destination: str, model: BaseEstimator)
kfp/components/trainer/src/trainer.py:114
↓ 1 callersFunctionwrite_text
(destination: str, payload: str)
kfp/components/evaluator/src/evaluator.py:141
Function_transform
(data)
kfp/components/transform/src/transform.py:77
Functiondownload
(data: str)
kfp/components/transform/src/transform.py:71
Functionkfp_sample_pipeline
(suffix: str = "_xf")
kfp/pipeline.py:109
Methodtest_fetch_dataset_fails_file_without_header
(self)
kfp/components/data_generator/tests/test_main.py:25
Methodtest_fetch_dataset_fails_file_without_header
(self)
kfp/components/trainer/tests/test_main.py:26
Methodtest_fetch_dataset_fails_file_without_header
(self)
kfp/components/transform/tests/test_main.py:26
Methodtest_fetch_dataset_from_right_formatted_data
(self)
kfp/components/data_generator/tests/test_main.py:9
Methodtest_fetch_dataset_from_right_formatted_data
(self)
kfp/components/transform/tests/test_main.py:10
Methodtest_load_dataset_fails_file_without_header
(self)
kfp/components/evaluator/tests/test_main.py:26
Methodtest_load_dataset_from_right_formatted_data
(self)
kfp/components/trainer/tests/test_main.py:9
Methodtest_load_dataset_from_right_formatted_data
(self)
kfp/components/evaluator/tests/test_main.py:9
Methodtest_train_model_from_small_dataset
(self)
kfp/components/trainer/tests/test_main.py:34
Methodtest_transform_dataset_from_right_formated_data
(self)
kfp/components/transform/tests/test_main.py:33