Index

A

add_datasource() (dsmanager.datamanager.datamanager.DataManager method) add_leaf() (dsmanager.datamanager.utils.data_pipeline.DataPipeline method) (dsmanager.datamanager.utils.utils.Utils.DataPipeline method) add_model() (dsmanager.model.modelmanager.ModelManager method) add_source() (dsmanager.datamanager.datamanager.DataManager method) add_step() (dsmanager.datamanager.utils.data_pipeline.DataPipeline method) (dsmanager.datamanager.utils.utils.Utils.DataPipeline method) add_steps() (dsmanager.datamanager.utils.data_pipeline.DataPipeline method) (dsmanager.datamanager.utils.utils.Utils.DataPipeline method)

add_vars() (dsmanager.datamanager.utils.data_pipeline.DataPipeline method) (dsmanager.datamanager.utils.utils.Utils.DataPipeline method) args_kwargs() (in module dsmanager.controller.utils) async_read() (dsmanager.datamanager.datasources.datasource.DataSource static method) (dsmanager.datamanager.datasources.filesource.FileSource static method) (dsmanager.datamanager.datasources.httpsource.HttpSource static method) async_read_db() (dsmanager.datamanager.datasources.datasource.DataSource static method) async_read_source() (dsmanager.datamanager.datasources.filesource.FileSource static method) (dsmanager.datamanager.datasources.httpsource.HttpSource static method)

B

batch_load_async() (dsmanager.datamanager.datamanager.DataManager method)

C

camel_to_snake() (in module dsmanager.controller.utils) Config (class in dsmanager.controller.config)

ConfigUtils (class in dsmanager.controller.config) copy_as() (dsmanager.datamanager.utils.utils.Utils method)

D

DataManager (class in dsmanager.datamanager.datamanager) DataPipeline (class in dsmanager.datamanager.utils.data_pipeline) DataSource (class in dsmanager.datamanager.datasources.datasource) DataStorage (class in dsmanager.datamanager.datastorage) dsmanager module dsmanager.controller module dsmanager.controller.config module dsmanager.controller.logger module dsmanager.controller.save module dsmanager.controller.utils module dsmanager.datamanager module dsmanager.datamanager.datamanager module dsmanager.datamanager.datasources module dsmanager.datamanager.datasources.datasource module dsmanager.datamanager.datasources.filesource module dsmanager.datamanager.datasources.ftpsource module dsmanager.datamanager.datasources.httpsource module

dsmanager.datamanager.datasources.kagglesource module dsmanager.datamanager.datasources.sfsource module dsmanager.datamanager.datasources.sharepointsource module dsmanager.datamanager.datasources.sqlsource module dsmanager.datamanager.datasources.sshsource module dsmanager.datamanager.datastorage module dsmanager.datamanager.utils module dsmanager.datamanager.utils.data_pipeline module dsmanager.datamanager.utils.utils module dsmanager.model module dsmanager.model.model module dsmanager.model.modelmanager module dsmanager.model.utils module dsmanager.view module

E

env_path (dsmanager.controller.config.Config attribute)

F

FileSource (class in dsmanager.datamanager.datasources.filesource) fill_kwargs() (in module dsmanager.controller.utils)

fit() (dsmanager.model.model.Model method) format_dict() (in module dsmanager.controller.utils) FtpSource (class in dsmanager.datamanager.datasources.ftpsource)

G

generic_scorer() (dsmanager.model.utils.Utils static method) get_data() (dsmanager.datamanager.datamanager.DataManager method) get_logger() (dsmanager.controller.logger.Logger class method) get_model() (dsmanager.model.modelmanager.ModelManager method) get_model_cv() (dsmanager.model.modelmanager.ModelManager method)

get_option() (dsmanager.controller.config.Config class method) get_optuna_params() (dsmanager.model.model.Model method) (dsmanager.model.modelmanager.ModelManager method) get_session() (dsmanager.datamanager.datamanager.DataManager method) get_sources() (dsmanager.datamanager.datamanager.DataManager method)

H

HttpSource (class in dsmanager.datamanager.datasources.httpsource)

I

i_display() (in module dsmanager.controller.utils)

is_interactive() (in module dsmanager.controller.utils)

J

json_to_dict() (in module dsmanager.controller.utils)

K

KaggleSource (class in dsmanager.datamanager.datasources.kagglesource)

L

launch_study() (dsmanager.model.utils.Utils static method) load_env() (dsmanager.datamanager.utils.utils.Utils method) load_obj() (in module dsmanager.controller.save) log_func() (dsmanager.controller.logger.Logger static method)

log_source() (dsmanager.controller.logger.Logger static method) Logger (class in dsmanager.controller.logger) logger_alias (dsmanager.controller.logger.Logger attribute) logger_path (dsmanager.controller.config.Config attribute) logger_verbose (dsmanager.controller.config.Config attribute)

M

Model (class in dsmanager.model.model) ModelManager (class in dsmanager.model.modelmanager) module dsmanager dsmanager.controller dsmanager.controller.config dsmanager.controller.logger dsmanager.controller.save dsmanager.controller.utils dsmanager.datamanager dsmanager.datamanager.datamanager dsmanager.datamanager.datasources dsmanager.datamanager.datasources.datasource dsmanager.datamanager.datasources.filesource dsmanager.datamanager.datasources.ftpsource dsmanager.datamanager.datasources.httpsource dsmanager.datamanager.datasources.kagglesource dsmanager.datamanager.datasources.sfsource dsmanager.datamanager.datasources.sharepointsource dsmanager.datamanager.datasources.sqlsource dsmanager.datamanager.datasources.sshsource dsmanager.datamanager.datastorage dsmanager.datamanager.utils dsmanager.datamanager.utils.data_pipeline dsmanager.datamanager.utils.utils dsmanager.model dsmanager.model.model dsmanager.model.modelmanager dsmanager.model.utils dsmanager.view

O

Option (class in dsmanager.controller.config)

P

pickle_to_ds() (in module dsmanager.controller.utils) pipe_get_data() (dsmanager.datamanager.datamanager.DataManager method) pipeline() (dsmanager.datamanager.utils.data_pipeline.DataPipeline static method) (dsmanager.datamanager.utils.utils.Utils.DataPipeline static method)

predict() (dsmanager.model.model.Model method) predict_proba() (dsmanager.model.model.Model method) preload() (dsmanager.datamanager.datamanager.DataManager class method) print_options() (dsmanager.controller.config.Config class method)

R

read() (dsmanager.datamanager.datasources.datasource.DataSource static method) (dsmanager.datamanager.datasources.filesource.FileSource static method) (dsmanager.datamanager.datasources.ftpsource.FtpSource static method) (dsmanager.datamanager.datasources.httpsource.HttpSource static method) (dsmanager.datamanager.datasources.kagglesource.KaggleSource static method) (dsmanager.datamanager.datasources.sfsource.SFSource static method) (dsmanager.datamanager.datasources.sharepointsource.SharepointSource static method) (dsmanager.datamanager.datasources.sqlsource.SqlSource static method) (dsmanager.datamanager.datasources.sshsource.SshSource static method) read_db() (dsmanager.datamanager.datasources.datasource.DataSource static method) (dsmanager.datamanager.datasources.kagglesource.KaggleSource static method) (dsmanager.datamanager.datasources.sfsource.SFSource static method) (dsmanager.datamanager.datasources.sqlsource.SqlSource static method) (dsmanager.datamanager.datasources.sshsource.SshSource static method)

read_source() (dsmanager.datamanager.datasources.filesource.FileSource static method) (dsmanager.datamanager.datasources.ftpsource.FtpSource static method) (dsmanager.datamanager.datasources.httpsource.HttpSource static method) (dsmanager.datamanager.datasources.kagglesource.KaggleSource static method) (dsmanager.datamanager.datasources.sfsource.SFSource static method) (dsmanager.datamanager.datasources.sharepointsource.SharepointSource static method) (dsmanager.datamanager.datasources.sqlsource.SqlSource static method) (dsmanager.datamanager.datasources.sshsource.SshSource static method) remove_spaces() (in module dsmanager.controller.utils) remove_special() (in module dsmanager.controller.utils) reset_option() (dsmanager.controller.config.Config class method)

S

save_obj() (in module dsmanager.controller.save) schema_read (dsmanager.datamanager.datasources.datasource.DataSource attribute) schema_write (dsmanager.datamanager.datasources.datasource.DataSource attribute) score() (dsmanager.model.model.Model method) set_name() (dsmanager.datamanager.utils.data_pipeline.DataPipeline method) (dsmanager.datamanager.utils.utils.Utils.DataPipeline method) set_option() (dsmanager.controller.config.Config class method) set_params() (dsmanager.model.model.Model method)

setup_notebook() (dsmanager.controller.config.ConfigUtils static method) SFSource (class in dsmanager.datamanager.datasources.sfsource) SharepointSource (class in dsmanager.datamanager.datasources.sharepointsource) SqlSource (class in dsmanager.datamanager.datasources.sqlsource) SshSource (class in dsmanager.datamanager.datasources.sshsource) Step (class in dsmanager.datamanager.utils.data_pipeline) study() (dsmanager.model.modelmanager.ModelManager method) study_to_model() (dsmanager.model.modelmanager.ModelManager method)

T

to_distribution() (dsmanager.model.utils.Utils static method)

U

update_logger() (dsmanager.controller.logger.Logger class method) update_model() (dsmanager.model.modelmanager.ModelManager method) upload() (dsmanager.datamanager.datamanager.DataManager method) use_env() (dsmanager.datamanager.utils.data_pipeline.DataPipeline method) (dsmanager.datamanager.utils.utils.Utils.DataPipeline method)

Utils (class in dsmanager.datamanager.utils.utils) (class in dsmanager.model.utils) utils (dsmanager.controller.config.Config attribute) Utils.DataPipeline (class in dsmanager.datamanager.utils.utils)

W

write() (dsmanager.datamanager.datasources.datasource.DataSource static method) (dsmanager.datamanager.datasources.filesource.FileSource static method) (dsmanager.datamanager.datasources.sqlsource.SqlSource static method)

write_source() (dsmanager.datamanager.datasources.filesource.FileSource static method) (dsmanager.datamanager.datasources.sqlsource.SqlSource static method)