feat(profiler/behave_shell): emit motor.input_modality

BEHAVE-EXTRACTOR.md Phase A Step 2. The first primitive — picked
first because it has the highest discriminative value (HUMAN vs
everyone) and the simplest implementation (paste-event ratio over
total inputs).

* _features/motor.py:input_modality(ctx) emits one Observation
  per session in {typed, pasted, mixed} with confidence 0.75 / 0.70.
* _features/_emit.py centralises the make_observation helper so
  every feature module gets the same Window/source/evidence_ref
  boilerplate without copy-paste.
* Thresholds inherited from the prototype's calibration history
  (MODALITY_PASTED_MIN=0.40, MODALITY_TYPED_MAX=0.05).
* Zero-input session skips emission — registry doesn't admit
  "unknown" here.

Tests: pure-typed → typed, pure-pasted → pasted, mixed → mixed,
output-only session → no observation, full envelope round-trip.
This commit is contained in:
2026-05-03 07:47:38 -04:00
parent c9a81a23c2
commit 879f5e731b
5 changed files with 153 additions and 10 deletions

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@@ -24,8 +24,11 @@ from decnet.profiler.behave_shell._features import FEATURES
from decnet.profiler.behave_shell._parse import AsciinemaEvent
def test_features_tuple_is_empty_at_step_0() -> None:
assert FEATURES == ()
def test_features_tuple_is_populated() -> None:
# Step 2+: at least one feature is registered. Exact membership is
# asserted in per-feature tests; this test only pins "the registry
# is non-empty" so the empty-FEATURES regression doesn't sneak back.
assert len(FEATURES) >= 1
def test_default_source_is_canonical_path() -> None:
@@ -87,8 +90,7 @@ def test_extract_session_explicit_evidence_ref_overrides_default() -> None:
assert ctx.evidence_ref == "shard:/var/log/d/sess-x.cast"
def test_extract_session_with_features_still_empty() -> None:
"""Until Step 2 lands, even a populated stream emits nothing."""
events: list[AsciinemaEvent] = [(t / 10.0, "i", c) for t, c in enumerate("hello\r")]
out = list(extract_session(events, sid="sess-features-empty"))
def test_extract_session_zero_inputs_yields_nothing() -> None:
"""No input events → no feature emits (input_modality skips on empty)."""
out = list(extract_session([(0.0, "o", "hi\r\n")], sid="sess-no-input"))
assert out == []

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@@ -0,0 +1,64 @@
"""Step 2: ``motor.input_modality`` — typed / pasted / mixed."""
from __future__ import annotations
from decnet.profiler.behave_shell import extract_session
from decnet.profiler.behave_shell._parse import AsciinemaEvent
def _by_primitive(observations: list, primitive: str):
return [o for o in observations if o.primitive == primitive]
def test_pure_typed_session_emits_typed() -> None:
events: list[AsciinemaEvent] = [(i * 0.1, "i", c) for i, c in enumerate("ls\r")]
out = list(extract_session(events, sid="sess-typed"))
obs = _by_primitive(out, "motor.input_modality")
assert len(obs) == 1
assert obs[0].value == "typed"
assert obs[0].confidence == 0.75
def test_pure_pasted_session_emits_pasted() -> None:
# Three large input events, no typing
events: list[AsciinemaEvent] = [
(0.0, "i", "echo first paste\r"),
(1.0, "i", "echo second paste\r"),
(2.0, "i", "echo third paste\r"),
]
out = list(extract_session(events, sid="sess-pasted"))
obs = _by_primitive(out, "motor.input_modality")
assert len(obs) == 1
assert obs[0].value == "pasted"
def test_mixed_session_emits_mixed() -> None:
# 1 paste event + 9 single-char typed events → ratio 0.10 → in
# between the typed (≤0.05) and pasted (≥0.40) thresholds → mixed
events: list[AsciinemaEvent] = [(0.0, "i", "echo hello\r")]
events += [(0.5 + i * 0.1, "i", c) for i, c in enumerate("ls -la\rps\r")]
out = list(extract_session(events, sid="sess-mixed"))
obs = _by_primitive(out, "motor.input_modality")
assert len(obs) == 1
assert obs[0].value == "mixed"
def test_zero_input_session_emits_nothing_for_modality() -> None:
# Output-only session: no honest answer, so we don't emit.
events: list[AsciinemaEvent] = [(0.0, "o", "welcome\r\n")]
out = list(extract_session(events, sid="sess-empty-input"))
assert _by_primitive(out, "motor.input_modality") == []
def test_observation_envelope_fields_are_populated() -> None:
events: list[AsciinemaEvent] = [(0.0, "i", "echo paste paste\r")]
out = list(extract_session(
events, sid="sess-env", evidence_ref="shard:/blob/sess-env",
))
obs = _by_primitive(out, "motor.input_modality")[0]
assert obs.source == "decnet/profiler/behave_shell/extract.py"
assert obs.evidence_ref == "shard:/blob/sess-env"
assert obs.window.start_ts == 0.0
assert obs.window.end_ts == 0.0
# envelope auto-populates id / ts / v
assert obs.id and len(obs.id) > 0
assert obs.v == 1