def save_metrics(metrics_report, path):
"""
...
args:
...
returns:
-
"""
save_df(metrics_report, path)
def save_ingestion(df, path):
"""
Saving dataframe as pickle object in specified location.
args:
df (dataframe): df that will be converted and saved as pickle.
path (string): location where the pickle will be stored.
"""
## Converting and saving dataframe.
save_df(df, path)
def save_fe(df, path):
"""
Save fe data frame as pickle.
args:
df (dataframe): fe resulting dataframe.
path (string): location where the pickle object will be stored.
returns:
-
"""
save_df(df, path)
def save_models(selected_model, path):
"""
Save best model form magic loop as pickle.
args:
selected_model (dataframe): model that got best performance in magic loop.
path (string): location where the pickle object will be stored.
returns:
-
"""
save_df(selected_model, path)
def save_transformation(df, path):
"""
Save transformed data frame as pickle.
args:
df (dataframe): transformation resulting dataframe.
path (string): location where the pickle object will be stored.
returns:
-
"""
save_df(df, path)
def save_ingestion(df, path):
save_df(df, path)
return
def save_transformation(df, path):
save_df(df, path)
def save_fe(df, path):
save_df(df, path)