| import os |
| import pandas as pd |
| import string |
| from lib.utilities.labeler import Labeler |
| from lib.utilities import codebook |
|
|
| class Stata(): |
|
|
| def general_exporter(self,clean_master_df: pd.DataFrame, cb_dict: dict, level_name: str, is_wide: bool): |
| exportable_df = Labeler(sheet=level_name, is_wide=is_wide, codebook_dict=cb_dict).add_labels_to_df(clean_master_df) |
|
|
| if level_name == "User": |
| codebook.create_expanded_codebook(exportable_df) |
| exportable_df = self.remove_bad_chars(exportable_df) |
| exportable_df = self.stata_reformat(exportable_df) |
|
|
| exportable_df.to_csv(os.path.join("data","external","intermediate", f"PrepAnalysis{level_name}.csv"), |
| index=False) |
| print("exported dataframe for stata") |
|
|
| """removes strange chars and converts everything to strings""" |
| def remove_bad_chars(self, df): |
| df = df.astype(str).applymap(lambda x: x.strip().replace("\n", "").replace('"', '')) |
| df = df.applymap(lambda x: ''.join([y for y in x if y in string.printable])) |
| return df |
|
|
| """export separate csv file for stata analysis |
| - ensures that each cell takes the first 81 chars |
| """ |
| def stata_reformat(self,exportable_master): |
| stata_export_df = exportable_master.applymap(lambda x: x[0:81]) |
| return stata_export_df |
|
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