rv-pytools 1.2.1

A package for general use in my programs

RV_PyTools

Some general use tools that are largely homebrewed with some Claude help.

SQLTools

A suite of tools that let you work with databases. You can setup connections, create databases, run ddls, or have stored queries that take parameters.

Functions

Anonymize / Deanonymize

Reversibly anonymize columns of a DataFrame and persist a reversal map to disk.

from rv_pytools import anonymize, deanonymize

columns = {"contact_email": "email", "billing_email": "email", "first_name": "name"}

anon = anonymize(df, columns, "map.json")          # tokenizes, saves reversal map
original = deanonymize(anon, columns, "map.json")  # restores from the map

columns maps each column name to a label. Values are grouped by label, so the same value appearing in differently named columns (e.g. an email used in two columns) is stored once and gets the same token. Neither function mutates the input DataFrame, and NaN/None cells are left untouched. The file_location argument defaults to anonymization_map.json.