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- def pseudonymize_columns(dataframe, cols,
- ps_key='test',
- api_key=SHARED_KEY):
- actions = [
- {"name": "pseudonymize-{}".format(c),
- "transform-value": {
- "key": c,
- "pseudonymize": {
- "method": "merengue",
- "key": ps_key,
- }
- }
- } for c in cols]
- items = dataframe.fillna('').T.to_dict()
- item_list = list(items.values())
- data = requests.post(
- 'https://api.kiprotect.com/v1/transform',
- data=json.dumps(
- {"actions": actions, "items": item_list},
- allow_nan=False),
- headers={
- 'Authorization': 'Bearer {}'.format(api_key)})
- return pd.DataFrame(data.json()['items'])
|
