llm-ingestion-pipeline-security/tests/test_calibration.py

"""test_calibration — freeze the shared calibration surface (Session D).

Session D consolidated every tunable threshold into
``llm_ingestion_guard.calibration`` so the Node port can mirror *exactly* the
same numbers. These tests are the frozen contract in two halves:

  1. the raw values themselves (the tuple the port shares), and
  2. the proof that each detector actually *sources* its threshold from here —
     so the freeze is a live single-source-of-truth, not a dead copy that can
     silently drift from the value the code uses.

Changing a calibration number is a deliberate recalibration: it must break a
test here first.
"""
from __future__ import annotations

from llm_ingestion_guard import calibration as cal
from llm_ingestion_guard.report import Severity


# --- frozen raw values ------------------------------------------------------

def test_entropy_thresholds_frozen():
    assert (cal.ENTROPY_CRITICAL_H, cal.ENTROPY_CRITICAL_LEN) == (5.4, 128)
    assert (cal.ENTROPY_HIGH_H, cal.ENTROPY_HIGH_LEN) == (5.1, 64)
    assert (cal.ENTROPY_MEDIUM_H, cal.ENTROPY_MEDIUM_LEN) == (4.7, 40)


def test_entropy_shape_floors_frozen():
    assert cal.ENTROPY_BASE64_FLOOR_LEN == 100
    assert cal.ENTROPY_HEX_FLOOR_LEN == 64


def test_lexicon_selfsafety_frozen():
    assert cal.MAX_SCAN_CHARS == 1_000_000
    assert cal.ROT13_MIN_LEN == 40


def test_output_selfsafety_frozen():
    assert cal.MAX_CONNSTR_VALUE == 256


def test_cognitive_load_lengths_frozen():
    assert cal.COGNITIVE_LOAD_MIN_LEN == 2500
    assert cal.COGNITIVE_LOAD_TAIL_START == 2000


def test_disposition_rank_frozen():
    assert cal.DISPOSITION_RANK == {
        "warn": 0,
        "quarantine_review": 1,
        "fail_secure": 2,
    }


def test_active_content_severity_frozen():
    assert cal.ACTIVE_CONTENT_SEVERITY == {
        "markdown-image": Severity.HIGH,
        "markdown-link": Severity.MEDIUM,
        "reference-link": Severity.MEDIUM,
        "autolink": Severity.MEDIUM,
        "raw-html": Severity.HIGH,
        "raw-html-link": Severity.MEDIUM,
        "data-uri": Severity.HIGH,
    }


def test_url_shape_thresholds_frozen():
    # 0.3.1: severity grades on URL shape. These floors sit above every
    # legitimate documentation URL token measured on 2026-07-25 (worst: H=4.08)
    # and below the base64/hex payload segments an exfil path uses (4.36-4.54).
    assert cal.ACTIVE_CONTENT_ORDINARY_SEVERITY is Severity.LOW
    assert (cal.URL_OPAQUE_ENTROPY_H, cal.URL_OPAQUE_MIN_LEN) == (4.4, 24)
    assert cal.URL_OPAQUE_HEX_MIN_LEN == 32


def test_no_detector_emitted_low_before_the_url_shape_change():
    """The floor change (any finding -> MEDIUM+) is only honest as a *patch* if
    nothing that shipped before it emitted LOW — otherwise it would silently
    loosen an existing consumer's gate. The lexicon is the only table-driven
    severity source; assert it still holds no LOW/INFO pattern."""
    from llm_ingestion_guard.lexicon import load_lexicon
    assert not [p for p in load_lexicon()
                if p.severity in (Severity.LOW, Severity.INFO)]


# --- binding: each detector reads its threshold from calibration ------------
# The freeze is meaningful only if the modules actually READ these values. An
# import alias binds the SAME object, so identity (`is`) proves the single
# source of truth rather than a coincidental equal copy.

def test_entropy_module_sources_from_calibration():
    from llm_ingestion_guard import entropy
    assert entropy._CRITICAL_H is cal.ENTROPY_CRITICAL_H
    assert entropy._CRITICAL_LEN is cal.ENTROPY_CRITICAL_LEN
    assert entropy._HIGH_H is cal.ENTROPY_HIGH_H
    assert entropy._HIGH_LEN is cal.ENTROPY_HIGH_LEN
    assert entropy._MEDIUM_H is cal.ENTROPY_MEDIUM_H
    assert entropy._MEDIUM_LEN is cal.ENTROPY_MEDIUM_LEN
    assert entropy._BASE64_FLOOR_LEN is cal.ENTROPY_BASE64_FLOOR_LEN
    assert entropy._HEX_FLOOR_LEN is cal.ENTROPY_HEX_FLOOR_LEN


def test_lexicon_module_sources_from_calibration():
    from llm_ingestion_guard import lexicon
    assert lexicon.MAX_SCAN_CHARS is cal.MAX_SCAN_CHARS
    assert lexicon._ROT13_MIN_LEN is cal.ROT13_MIN_LEN


def test_output_module_sources_from_calibration():
    # The bound is baked into the compiled patterns, so `is` on a module
    # attribute cannot prove sourcing here -- assert the compiled regex carries
    # the calibrated number instead.
    from llm_ingestion_guard import output
    assert output.MAX_CONNSTR_VALUE is cal.MAX_CONNSTR_VALUE
    connstr = [p for p in output._SECRET_PATTERNS if p.id.endswith("-connstr")]
    assert len(connstr) == 4
    for pattern in connstr:
        assert f"{{1,{cal.MAX_CONNSTR_VALUE}}}" in pattern.regex.pattern


def test_disposition_module_sources_from_calibration():
    from llm_ingestion_guard import disposition
    from llm_ingestion_guard.disposition import Disposition
    # Enum-keyed rank reconstructed from calibration's value-keyed source.
    assert disposition._DISPOSITION_RANK == {
        Disposition.WARN: 0,
        Disposition.QUARANTINE_REVIEW: 1,
        Disposition.FAIL_SECURE: 2,
    }


def test_active_content_module_sources_from_calibration():
    from llm_ingestion_guard import active_content
    assert active_content._SEVERITY is cal.ACTIVE_CONTENT_SEVERITY
    assert active_content._ORDINARY_SEVERITY is cal.ACTIVE_CONTENT_ORDINARY_SEVERITY
    assert active_content._OPAQUE_H is cal.URL_OPAQUE_ENTROPY_H
    assert active_content._OPAQUE_MIN_LEN is cal.URL_OPAQUE_MIN_LEN
    assert active_content._OPAQUE_HEX_LEN is cal.URL_OPAQUE_HEX_MIN_LEN