def wrapper_checker(database, column_name, bot_qu, top_qu):
_CheckInput._check_database_input(database)
_CheckInput._check_column_name(column_name)
_CheckInput._check_column_in_database(column_name, database)
_CheckInput._check_boundaries(top_qu)
_CheckInput._check_boundaries(bot_qu)
return func(database, column_name, bot_qu, top_qu)
def wrapper_checker(database,
filter_dict_up=None,
filter_dict_down=None):
_CheckInput._check_database_input(database)
_CheckInput._check_dict(filter_dict_up)
_CheckInput._check_dict(filter_dict_down)
return func(database, filter_dict_up, filter_dict_down)
def wrapper_checker(train, test, column_name):
_CheckInput._check_database_input(train)
_CheckInput._check_database_input(test)
_CheckInput._check_column_name(column_name)
_CheckInput._check_column_in_database(column_name, train)
_CheckInput._check_column_in_database(column_name, test)
return func(train, test, column_name)
def wrapper_checker(database, columns_to_check=None, num_categories=5):
_CheckInput._check_database_input(database)
_CheckInput._check_list_tuple_None(
columns_to_check
) # todo: replace to a new check - list/tuple/None
_CheckInput._check_num_categories(num_categories)
return func(database, columns_to_check, num_categories)
def wrapper_checker(database,
column_name,
category_name="other",
threshold=0.01):
_CheckInput._check_database_input(database)
_CheckInput._check_column_name(column_name)
_CheckInput._check_column_name(category_name)
_CheckInput._check_column_in_database(column_name, database)
_CheckInput._check_threshold(threshold)
return func(database, column_name, category_name, threshold)
def wrapper_checker(database,
locations_column,
feature,
title=None,
color_bar_title=None):
_CheckInput._check_database_input(database)
_CheckInput._check_column_in_database(locations_column, database)
_CheckInput._check_column_in_database(feature, database)
_CheckInput._check_column_name(title)
_CheckInput._check_column_name(color_bar_title)
func(database, locations_column, feature, title, color_bar_title)
def wrapper_checker(database, column_list=None):
_CheckInput._check_database_input(database)
_CheckInput._check_list_tuple_None(column_list)
for column in column_list:
_CheckInput._check_column_in_database(column, database)
func(database, column_list)
def wrapper_checker(database):
_CheckInput._check_database_input(database)
func(database)
def wrapper_checker(database, column_name):
_CheckInput._check_database_input(database)
_CheckInput._check_column_name(column_name)
_CheckInput._check_type_date_time(database, column_name)
_CheckInput._check_column_in_database(column_name, database)
return func(database, column_name)
def wrapper_checker(database, column_name, test_size=0.3):
_CheckInput._check_database_input(database)
_CheckInput._check_column_in_database(column_name, database)
_CheckInput._check_threshold(test_size)
return func(database, column_name, test_size=0.3)
def wrapper_checker(database, column_name):
_CheckInput._check_database_input(database)
_CheckInput._check_column_name(column_name)
_CheckInput._check_column_in_database(column_name, database)
func(database, column_name)
def wrapper_checker(database, column_name, categories_to_drop):
_CheckInput._check_database_input(database)
_CheckInput._check_column_name(column_name)
_CheckInput._check_column_in_database(column_name, database)
_CheckInput._check_list_tuple_None(categories_to_drop)
func(database, column_name, categories_to_drop)
def wrapper_checker(database, features_list=None):
_CheckInput._check_database_input(database)
if features_list:
for column in features_list:
_CheckInput._check_column_in_database(column, database)
return func(database, features_list)
def wrapper_checker(database, features_to_encode):
_CheckInput._check_database_input(database)
for column in features_to_encode:
_CheckInput._check_column_in_database(column, database)
return func(database, features_to_encode)