headroom/tests/test_cache_aligner_detector_only.py
chopratejas de8e245990 fix(transforms): Python parity port of CompressionPolicy + cache_aligner gate (F2.1 c4/5)
Phase F2.1, commit 4 of 5 (consolidated from the 6-commit plan after
finding the Rust dispatcher gate is a no-op in F2.1 — Subscription
still gets live-zone compression by design, so the only behaviour
change is on the Python detector side).

What lands:

- New `headroom/transforms/compression_policy.py` — hand-mirror of
  `headroom_core::compression_policy::CompressionPolicy`. Two fields,
  `policy_for_mode(AuthMode)` constructor, `policy_default_payg()`
  helper for the enforcement-flag-off path. Source of truth is the
  Rust crate; a parity test guards against silent drift.

- `CacheAligner.should_apply` now reads `kwargs["compression_policy"]`
  and returns `False` when `policy.cache_aligner_enabled is False`.
  This is THE behaviour change for F2.1: subscription requests stop
  triggering volatility warnings and the per-pipeline-instance
  `_previous_prefix_hash` is no longer updated by them.

  Hidden state caveat: the hash field is per-pipeline-instance, not
  per-request. Clearing it on skip would race with concurrent PAYG
  requests on the same pipeline, so we don't. The behaviour is "skip
  silently" — exactly what cache-stability-sensitive callers want.

- 6 new tests in `tests/test_compression_policy.py`:
    - per-mode field assertions (mirror Rust unit tests)
    - `oauth_matches_payg_today` canary for F2.2 divergence
    - immutability check (`@dataclass(frozen=True)`)
    - field-set parity guard against Rust + Python drift
- 2 new tests in `tests/test_cache_aligner_detector_only.py`:
    - subscription policy short-circuits should_apply
    - PAYG policy does NOT short-circuit (sanity)

Note: this commit does NOT yet plumb the policy from the proxy
handlers into `pipeline.apply(...)` kwargs. That happens in c5/5
alongside the flag default flip. Until c5/5 lands, the gate is
reachable but unfired — `kwargs["compression_policy"]` is absent
from every production call site, so `policy.get(...)` returns None
and current behaviour is preserved bit-for-bit.

Verified: 28/28 affected Python tests pass.
2026-05-05 16:49:50 -07:00

314 lines
12 KiB
Python

"""Detector-only tests for ``CacheAligner`` (PR-A2 / P2-23).
After PR-A2, ``CacheAligner`` is a detector-only transform: it never
mutates messages, only emits warnings. These tests pin that contract.
"""
from __future__ import annotations
import logging
from collections.abc import Iterator
from contextlib import contextmanager
import pytest
from headroom import OpenAIProvider, Tokenizer
from headroom.config import CacheAlignerConfig
from headroom.transforms.cache_aligner import (
CacheAligner,
detect_volatile_content,
)
_provider = OpenAIProvider()
def _tokenizer() -> Tokenizer:
counter = _provider.get_token_counter("gpt-4o")
return Tokenizer(counter, "gpt-4o")
@pytest.fixture
def tokenizer() -> Tokenizer:
return _tokenizer()
def _system_user_messages(system_text: str) -> list[dict[str, object]]:
return [
{"role": "system", "content": system_text},
{"role": "user", "content": "hello"},
]
@contextmanager
def _capture_warnings() -> Iterator[list[str]]:
"""Capture warning messages from the cache_aligner logger.
Bypasses pytest's ``caplog`` so logger-propagation tweaks elsewhere in
the test suite don't break detection assertions.
"""
captured: list[str] = []
class _ListHandler(logging.Handler):
def emit(self, record: logging.LogRecord) -> None:
captured.append(record.getMessage())
target_logger = logging.getLogger("headroom.transforms.cache_aligner")
prev_level = target_logger.level
target_logger.setLevel(logging.WARNING)
handler = _ListHandler(level=logging.WARNING)
target_logger.addHandler(handler)
try:
yield captured
finally:
target_logger.removeHandler(handler)
target_logger.setLevel(prev_level)
# ---------------------------------------------------------------------------
# Detector tests on the ``apply`` surface
# ---------------------------------------------------------------------------
def test_volatile_uuid_detected_warned_not_rewritten(tokenizer: Tokenizer) -> None:
system_text = (
"You are a helpful assistant.\n"
"Session ID: 550e8400-e29b-41d4-a716-446655440000\n"
"Help the user."
)
messages = _system_user_messages(system_text)
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
with _capture_warnings() as records:
result = aligner.apply(messages, tokenizer)
# Bytes preserved — never rewritten.
assert result.messages[0]["content"] == system_text
assert result.messages[1]["content"] == "hello"
# Warning surfaced (in result + via the logger).
assert result.warnings, "expected a warning for detected UUID"
assert any("uuid" in w.lower() for w in result.warnings)
assert any("uuid" in rec.lower() for rec in records)
def test_volatile_iso8601_detected_warned(tokenizer: Tokenizer) -> None:
system_text = "You are a logging assistant.\nCurrent time: 2024-01-15T10:30:00\nHelp the user."
messages = _system_user_messages(system_text)
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
with _capture_warnings() as records:
result = aligner.apply(messages, tokenizer)
assert result.messages[0]["content"] == system_text
assert any("iso8601" in w.lower() for w in result.warnings)
assert any("iso8601" in rec.lower() for rec in records)
def test_volatile_jwt_detected_warned(tokenizer: Tokenizer) -> None:
jwt = (
"eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9."
"eyJzdWIiOiIxMjM0NTY3ODkwIiwibmFtZSI6IkpvaG4gRG9lIiwiaWF0IjoxNTE2MjM5MDIyfQ."
"SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c"
)
system_text = f"You are an assistant.\nAuth Token: {jwt}\nHelp the user."
messages = _system_user_messages(system_text)
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
with _capture_warnings() as records:
result = aligner.apply(messages, tokenizer)
assert result.messages[0]["content"] == system_text
assert any("jwt" in w.lower() for w in result.warnings)
assert any("jwt" in rec.lower() for rec in records)
def test_volatile_hex_hash_detected_warned(tokenizer: Tokenizer) -> None:
sha256 = "e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
system_text = f"You are a security assistant.\nHash: {sha256}\nHelp."
messages = _system_user_messages(system_text)
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
with _capture_warnings() as records:
result = aligner.apply(messages, tokenizer)
assert result.messages[0]["content"] == system_text
assert any("hex_hash" in w.lower() for w in result.warnings)
assert any("hex_hash" in rec.lower() for rec in records)
def test_no_false_positives_on_normal_prose(tokenizer: Tokenizer) -> None:
system_text = (
"You are a helpful assistant. Answer the user's questions clearly. "
"Be polite, concise, and accurate. If you do not know the answer, "
"say so plainly."
)
messages = _system_user_messages(system_text)
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
with _capture_warnings() as records:
result = aligner.apply(messages, tokenizer)
assert result.messages[0]["content"] == system_text
assert result.warnings == [], f"unexpected warnings: {result.warnings}"
assert records == [], f"unexpected log records: {records}"
def test_apply_never_mutates_input(tokenizer: Tokenizer) -> None:
"""The detector never mutates the caller's input list."""
system_text = "Session: 550e8400-e29b-41d4-a716-446655440000"
messages = _system_user_messages(system_text)
snapshot = [dict(m) for m in messages]
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
aligner.apply(messages, tokenizer)
for original, current in zip(snapshot, messages, strict=True):
assert original == current
def test_apply_does_not_attempt_rewrite_on_dynamic_content(
tokenizer: Tokenizer,
) -> None:
"""``transforms_applied`` must be empty even when warnings fire."""
system_text = (
"Session: 550e8400-e29b-41d4-a716-446655440000\n"
"Hash: e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855"
)
messages = _system_user_messages(system_text)
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
result = aligner.apply(messages, tokenizer)
assert result.transforms_applied == []
# System bytes must equal input bytes (no rewrite).
assert result.messages[0]["content"] == system_text
def test_should_apply_false_when_disabled(tokenizer: Tokenizer) -> None:
messages = _system_user_messages("Session: 550e8400-e29b-41d4-a716-446655440000")
aligner = CacheAligner(CacheAlignerConfig(enabled=False))
assert not aligner.should_apply(messages, tokenizer)
def test_should_apply_false_without_system_message(tokenizer: Tokenizer) -> None:
messages = [{"role": "user", "content": "hello"}]
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
assert not aligner.should_apply(messages, tokenizer)
def test_should_apply_false_when_policy_disables_aligner(tokenizer: Tokenizer) -> None:
"""F2.1 c4/5: ``compression_policy.cache_aligner_enabled=False``
must disable the detector even when content + config would
otherwise opt in.
This is the canary that the per-auth-mode plumbing actually
reaches CacheAligner. A regression here means subscription
requests would silently keep updating
``self._previous_prefix_hash`` and emitting volatility warnings,
which are the exact log lines #327/#388 reporters complained
about.
"""
from headroom.transforms.compression_policy import CompressionPolicy
messages = _system_user_messages("Session: 550e8400-e29b-41d4-a716-446655440000")
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
# Sanity: without a policy, the detector opts in.
assert aligner.should_apply(messages, tokenizer)
# F2.1 gate: with the subscription policy, the detector opts out.
sub_policy = CompressionPolicy(live_zone_only=True, cache_aligner_enabled=False)
assert not aligner.should_apply(messages, tokenizer, compression_policy=sub_policy)
def test_should_apply_true_when_policy_enables_aligner(tokenizer: Tokenizer) -> None:
"""F2.1 c4/5: ``compression_policy.cache_aligner_enabled=True``
must NOT short-circuit. PAYG/OAuth keep current behaviour."""
from headroom.transforms.compression_policy import CompressionPolicy
messages = _system_user_messages("Session: 550e8400-e29b-41d4-a716-446655440000")
aligner = CacheAligner(CacheAlignerConfig(enabled=True))
payg_policy = CompressionPolicy(live_zone_only=False, cache_aligner_enabled=True)
assert aligner.should_apply(messages, tokenizer, compression_policy=payg_policy)
# ---------------------------------------------------------------------------
# Pure-function detection tests
# ---------------------------------------------------------------------------
def test_detect_volatile_content_uuid() -> None:
findings = detect_volatile_content("Session: 550e8400-e29b-41d4-a716-446655440000")
labels = [f.label for f in findings]
assert "uuid" in labels
def test_detect_volatile_content_iso_date() -> None:
findings = detect_volatile_content("Now: 2024-01-15T10:30:00")
labels = [f.label for f in findings]
assert "iso8601" in labels
def test_detect_volatile_content_jwt() -> None:
# ggignore: canonical fake JWT, payload {"sub":"1"}, no privilege.
jwt = "eyJhbGciOiJIUzI1NiJ9.eyJzdWIiOiIxIn0.SflKxwRJSMeKKF2QT4fwpMeJf36POk6yJV_adQssw5c" # noqa: S105
findings = detect_volatile_content(f"Token: {jwt}")
labels = [f.label for f in findings]
assert "jwt" in labels
def test_detect_volatile_content_md5() -> None:
findings = detect_volatile_content("Hash: d41d8cd98f00b204e9800998ecf8427e")
labels = [f.label for f in findings]
assert "hex_hash" in labels
def test_detect_volatile_content_sha1() -> None:
findings = detect_volatile_content("Hash: da39a3ee5e6b4b0d3255bfef95601890afd80709")
labels = [f.label for f in findings]
assert "hex_hash" in labels
def test_detect_volatile_content_returns_truncated_sample() -> None:
long_token = "0123456789abcdef0123456789abcdef" # 32-char hex (MD5-shaped)
findings = detect_volatile_content(f"hash: {long_token}")
assert findings
# Sample is truncated for any token longer than 16 chars.
assert "..." in findings[0].sample
def test_detect_volatile_content_empty_string_no_findings() -> None:
assert detect_volatile_content("") == []
def test_detect_volatile_content_normal_text_no_findings() -> None:
findings = detect_volatile_content("You are a helpful assistant. Be polite.")
assert findings == []
def test_alignment_score_perfect_when_no_dynamic_content() -> None:
aligner = CacheAligner()
score = aligner.get_alignment_score([{"role": "system", "content": "You are helpful."}])
assert score == 100.0
def test_alignment_score_decreases_with_dynamic_content() -> None:
aligner = CacheAligner()
score = aligner.get_alignment_score(
[
{
"role": "system",
"content": (
"Session: 550e8400-e29b-41d4-a716-446655440000\n"
"Hash: d41d8cd98f00b204e9800998ecf8427e"
),
}
]
)
assert score < 100.0
def test_no_regex_imported() -> None:
"""The cache_aligner module must not import ``re`` (build constraint)."""
import headroom.transforms.cache_aligner as mod
# ``re`` should not be in the module's globals.
assert "re" not in mod.__dict__, (
"headroom.transforms.cache_aligner must not depend on the regex module"
)