This package takes a source document, a collection of detected PII instances, and transforms the document by replacing the PII instances in the document with a different representation.

The type of substitution done is defined by transformation policies.

The package provides three console scripts:

• pii-transform loads a source document & a collection of already-detected PII, and produces a transformed document following the required policies.
• pii-process is a full end-to-end script:
  • load a document, from among the formats supported by pii-preprocess
  • detects PII instances, according to pii-extract and its installed plugins
  • transforms the detected PII instances (according to the indicated policy) and writes out the transformed documennt
• pii-process-jsonl is also a full end-to-end script; this one reads JSONL files and processes each line as a separate text buffer (possibly in different languages), producing a transformed JSONL document

Note that pii-process & pii-process-jsonl will need additional packages to be installed:

• pii-preprocess (only for pii-process)
• pii-extract-base, together with any available detection plugins, e.g. pii-extract-plg-regex and/or pii-extract-plg-presidio

The same functionality provided by the command-line scripts can also be accessed via a Python API