IDBAC Instrument

IdbacInstrument is an instrument that implements an ID-based access control (IDBAC) on input documents. IDBAC allows to specify a set of instruments that will be run only on those documents that are associated to different IDs than the one of the user.

Configuration

Argument	Type	Description
instruments	list[Instrument]	The instruments to apply to the IDBAC

Usage Example

examples/id_based_pii.py

from eunomia.instruments import IdbacInstrument, PiiInstrument
from eunomia.orchestra import Orchestra

eunomia = Orchestra(
    instruments=[
        IdbacInstrument(
            instruments=[
                PiiInstrument(entities=["PERSON", "EMAIL_ADDRESS"], edit_mode="replace")
            ]
        ),
    ]
)
text_original = "Hello, my name is John Doe and my email is john.doe@example.com."

text_edited_same = eunomia.run(text_original, user_id="user1", doc_id="user1")
text_edited_different = eunomia.run(text_original, user_id="user2", doc_id="user1")

print("Same user:", text_edited_same)
print("Different user:", text_edited_different)