├── .coveragerc ├── .github ├── ISSUE_TEMPLATE │ ├── bug_report.md │ └── feature_request.md └── workflows │ ├── examples.yml │ ├── main.yml │ └── release.yml ├── .gitignore ├── CHANGELOG.md ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── Makefile ├── NOTICE ├── README.md ├── cape_dataframes ├── __init__.py ├── audit │ ├── __init__.py │ └── audit.py ├── coordinator │ ├── __init__.py │ ├── auth │ │ ├── __init__.py │ │ ├── api_token.py │ │ └── api_token_test.py │ ├── client.py │ └── client_test.py ├── pandas │ ├── __init__.py │ ├── dtypes.py │ ├── registry.py │ ├── registry_test.py │ ├── transformations │ │ ├── __init__.py │ │ ├── base.py │ │ ├── column_redact.py │ │ ├── column_redact_test.py │ │ ├── perturbation.py │ │ ├── perturbation_test.py │ │ ├── rounding.py │ │ ├── rounding_test.py │ │ ├── row_redact.py │ │ ├── row_redact_test.py │ │ ├── test_utils.py │ │ ├── tokenizer.py │ │ └── tokenizer_test.py │ └── transformer.py ├── policy │ ├── __init__.py │ ├── data.py │ ├── data_test.py │ ├── exceptions.py │ ├── policy.py │ ├── policy_test.py │ └── policy_test_fixtures.py ├── spark │ ├── __init__.py │ ├── dtypes.py │ ├── registry.py │ ├── registry_test.py │ ├── transformations │ │ ├── __init__.py │ │ ├── base.py │ │ ├── perturbation.py │ │ ├── perturbation_test.py │ │ ├── redaction.py │ │ ├── redaction_test.py │ │ ├── rounding.py │ │ ├── rounding_test.py │ │ ├── tokenizer.py │ │ └── tokenizer_test.py │ ├── transformer.py │ └── utils.py └── utils │ ├── __init__.py │ ├── base64.py │ ├── base64_test.py │ ├── typecheck.py │ └── typecheck_test.py ├── codecov.yml ├── docs ├── README.md ├── policies.md ├── quickstart.md ├── redactions.md ├── transformations.md └── tutorials │ └── reversible-tokenization.md ├── examples ├── notebooks │ ├── Cape Policy for Pandas - IoT Example.ipynb │ ├── Cape Policy for Spark - IoT Example.ipynb │ ├── Cape Python with Pandas - IoT Exploratory Data Analysis.ipynb │ ├── Cape Python with PySpark - Taxi Dataset.ipynb │ └── README.md ├── policy │ ├── iot_example_policy.yaml │ ├── mask_personal_information.yaml │ ├── nyc_taxi_dataset_policy.yaml │ ├── perturb_value_field.yaml │ └── spark_round.yaml ├── simple_transformation.py ├── spark_example.py └── tutorials │ ├── credit │ ├── README.md │ ├── apply_policy_spark.py │ ├── data │ │ └── credit_with_pii.csv │ ├── mask_credit_data_in_pandas.ipynb │ └── policy │ │ └── credit_policy.yaml │ ├── quickstart │ ├── README.md │ ├── apply_policy_pandas.py │ ├── apply_policy_spark.py │ ├── dataset.py │ ├── experiment_pandas.py │ ├── experiment_spark.py │ └── mask_personal_information.yaml │ └── reversible_tokenizer │ ├── README.md │ ├── reversible_tokenizer_pandas.ipynb │ └── reversible_tokenizer_pandas.py ├── requirements ├── base.in ├── base.txt ├── dev.in ├── dev.txt ├── spark.in └── spark.txt ├── setup.cfg └── setup.py /.coveragerc: -------------------------------------------------------------------------------- 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