feat(profiler/behave_shell): G.7 emotional_valence.stress_response
Compare median post-error intra-command IATs against baseline (commands not immediately following an errored command): * ratio ≥ STRESS_EUSTRESS_RATIO_MIN (1.20) → eustress_positive * ratio ≤ 1/STRESS_DISTRESS_RATIO_MIN → distress_negative * otherwise → none Confidence hard-capped at 0.5; 0.30 below STRESS_MIN_ERRORED_WITH_IATS (2).
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"""Step G.7: ``emotional_valence.stress_response`` ∈ {none,
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eustress_positive, distress_negative}.
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Hard 0.5 confidence cap.
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"""
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from __future__ import annotations
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from decnet.profiler.behave_shell import extract_session
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from decnet.profiler.behave_shell._parse import AsciinemaEvent
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PRIMITIVE = "emotional_valence.stress_response"
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def _of(observations: list, primitive: str):
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obs = [o for o in observations if o.primitive == primitive]
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assert len(obs) == 1, f"expected exactly one {primitive}, got {len(obs)}"
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return obs[0]
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def _typed(text: str, t0: float, dt: float = 0.05) -> list[AsciinemaEvent]:
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return [(t0 + i * dt, "i", c) for i, c in enumerate(text)]
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def _cmd_with_error(token: str, t0: float, dt: float = 0.05) -> list[AsciinemaEvent]:
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"""Emit one command followed by an error-fingerprint output line."""
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events = _typed(f"{token}\r", t0=t0, dt=dt)
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cmd_end = t0 + len(token) * dt
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events.append((cmd_end + 0.10, "o", "bash: command not found\nanti@host:~$ "))
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return events
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def _cmd_ok(token: str, t0: float, dt: float = 0.05) -> list[AsciinemaEvent]:
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events = _typed(f"{token}\r", t0=t0, dt=dt)
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cmd_end = t0 + len(token) * dt
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events.append((cmd_end + 0.10, "o", "out\nanti@host:~$ "))
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return events
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def test_no_commands_no_emission() -> None:
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out = list(extract_session([(0.0, "i", "x")], sid="g7-empty"))
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assert [o for o in out if o.primitive == PRIMITIVE] == []
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def test_no_errors_emits_none() -> None:
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events = _cmd_ok("hostname", t0=0.0) + _cmd_ok("date", t0=2.0)
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obs = _of(list(extract_session(events, sid="g7-noerr")), PRIMITIVE)
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assert obs.value == "none"
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def test_distress_post_error_speed_up() -> None:
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"""After an error, the operator types the next command faster."""
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events = (
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_cmd_ok("hostname", t0=0.0, dt=0.20)
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+ _cmd_ok("date", t0=2.0, dt=0.20)
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+ _cmd_with_error("foobar", t0=4.0, dt=0.20)
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+ _cmd_ok("hostname", t0=6.0, dt=0.04) # post-error: fast
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+ _cmd_with_error("baz", t0=8.0, dt=0.20)
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+ _cmd_ok("date", t0=10.0, dt=0.04) # post-error: fast
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+ _cmd_ok("hostname", t0=12.0, dt=0.20)
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)
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obs = _of(list(extract_session(events, sid="g7-dist")), PRIMITIVE)
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assert obs.value == "distress_negative"
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def test_eustress_post_error_slow_down() -> None:
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"""After an error, the operator slows down — deliberate recovery."""
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events = (
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_cmd_ok("hostname", t0=0.0, dt=0.04)
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+ _cmd_ok("date", t0=2.0, dt=0.04)
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+ _cmd_with_error("foobar", t0=4.0, dt=0.04)
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+ _cmd_ok("hostname", t0=6.0, dt=0.20) # post-error: slow
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+ _cmd_with_error("baz", t0=8.0, dt=0.04)
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+ _cmd_ok("date", t0=10.0, dt=0.20) # post-error: slow
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+ _cmd_ok("hostname", t0=12.0, dt=0.04)
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)
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obs = _of(list(extract_session(events, sid="g7-eu")), PRIMITIVE)
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assert obs.value == "eustress_positive"
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def test_confidence_capped_at_05() -> None:
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events = (
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_cmd_with_error("foobar", t0=0.0, dt=0.05)
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+ _cmd_ok("hostname", t0=2.0, dt=0.20)
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+ _cmd_with_error("baz", t0=4.0, dt=0.05)
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+ _cmd_ok("date", t0=6.0, dt=0.20)
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)
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obs = _of(list(extract_session(events, sid="g7-cap")), PRIMITIVE)
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assert obs.confidence <= 0.50
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