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rpa_vision_v3/tests/unit/test_agent_chat_learn_action.py

527 lines
20 KiB
Python

"""Tests unit pour agent_chat.handlers.learn_action.
Couvre :
- LearnIntentParser (regex)
- OptionCFormatter
- StateStore (write atomique + reprise)
- LearnActionOrchestrator (transitions, garde-fous, persistance)
- PersistPayloadBuilder
"""
from __future__ import annotations
import json
import os
from pathlib import Path
from typing import Any, Dict, List
from unittest.mock import MagicMock
import pytest
from agent_chat.handlers.learn_action import (
LearnActionOrchestrator,
LearnIntent,
LearnIntentParser,
LearnState,
OptionCFormatter,
PersistPayloadBuilder,
SessionState,
StateStore,
)
# ============================================================
# LearnIntentParser
# ============================================================
class TestLearnIntentParser:
def setup_method(self):
# Désactive le LLM fallback pour isoler les tests regex
self.parser = LearnIntentParser(use_llm_fallback=False)
@pytest.mark.parametrize(
"msg",
[
"apprends-moi",
"Apprends moi",
"regarde-moi faire",
"observe",
"enregistre",
"on apprend",
"tu vas apprendre",
"Léa apprends",
],
)
def test_start_observe(self, msg):
r = self.parser.parse(msg, current_state=LearnState.IDLE)
assert r.intent == LearnIntent.START_OBSERVE
assert r.confidence >= 0.9
@pytest.mark.parametrize(
"msg",
[
"stop",
"c'est bon",
"j'ai fini",
"voilà c'est tout",
"fini",
"arrête",
"termine",
],
)
def test_user_stop_observe(self, msg):
r = self.parser.parse(msg, current_state=LearnState.WAITING_USER_STOP)
assert r.intent == LearnIntent.USER_STOP_OBSERVE
def test_correct_step_with_index(self):
r = self.parser.parse(
"Corrige l'étape 3 : il faut cliquer sur Valider",
current_state=LearnState.ITERATING_FEEDBACK,
)
assert r.intent == LearnIntent.CORRECT_STEP
assert r.step_index == 3
assert "valider" in (r.extra.get("new_intent") or "").lower()
def test_undo_step(self):
r = self.parser.parse(
"Retire l'étape 2", current_state=LearnState.ITERATING_FEEDBACK
)
assert r.intent == LearnIntent.UNDO_STEP
assert r.step_index == 2
def test_merge_next(self):
r = self.parser.parse(
"Fusionne avec la suivante", current_state=LearnState.ITERATING_FEEDBACK
)
assert r.intent == LearnIntent.MERGE_NEXT
def test_split_step(self):
r = self.parser.parse(
"Coupe l'étape 4", current_state=LearnState.ITERATING_FEEDBACK
)
assert r.intent == LearnIntent.SPLIT_STEP
assert r.step_index == 4
def test_cancel(self):
r = self.parser.parse("annule tout", current_state=LearnState.LISTENING)
assert r.intent == LearnIntent.CANCEL
def test_validate_in_iterating(self):
r = self.parser.parse(
"c'est parfait", current_state=LearnState.ITERATING_FEEDBACK
)
assert r.intent == LearnIntent.VALIDATE_STEP
def test_mark_parameter_variable(self):
r = self.parser.parse(
"ça change à chaque fois", current_state=LearnState.NAMING
)
assert r.intent == LearnIntent.MARK_PARAMETER
assert r.extra.get("is_parameter") is True
def test_mark_parameter_constant(self):
r = self.parser.parse(
"toujours pareil", current_state=LearnState.NAMING
)
assert r.intent == LearnIntent.MARK_PARAMETER
assert r.extra.get("is_parameter") is False
def test_name_competence_when_naming(self):
r = self.parser.parse(
"facturation urgences", current_state=LearnState.NAMING
)
assert r.intent == LearnIntent.NAME_COMPETENCE
assert "facturation" in (r.extra.get("name") or "")
def test_unknown_in_idle(self):
r = self.parser.parse(
"blabla random", current_state=LearnState.IDLE
)
assert r.intent == LearnIntent.UNKNOWN
def test_llm_fallback_disabled_after_failure(self, monkeypatch):
# Active le LLM mais simule une erreur réseau
parser = LearnIntentParser(use_llm_fallback=True)
# Force exception sur httpx
parser._parse_llm = lambda *args, **kwargs: None # type: ignore[method-assign]
r = parser.parse("zorglub blabla truc", current_state=LearnState.IDLE)
# Doit retomber gracieusement sur UNKNOWN sans crasher
assert r.intent == LearnIntent.UNKNOWN
# ============================================================
# OptionCFormatter
# ============================================================
class TestOptionCFormatter:
def setup_method(self):
self.fmt = OptionCFormatter()
def test_empty(self):
assert "aucune étape" in self.fmt.format([])
def test_simple_click(self):
understanding = [
{"action_type": "click", "target_label": "Valider", "widget_type": "Bouton"}
]
out = self.fmt.format(understanding)
assert "1." in out
assert "« Valider »" in out
assert "cliqué" in out
def test_type_with_value(self):
understanding = [
{
"action_type": "type",
"target_label": "IPP",
"widget_type": "Champ",
"value": "25003284",
}
]
out = self.fmt.format(understanding)
assert "« IPP »" in out
assert "« 25003284 »" in out
assert "saisi" in out
def test_low_confidence_suffix(self):
understanding = [
{
"action_type": "click",
"target_label": "Patient",
"widget_type": "Fenêtre",
"confidence_ocr": 0.4,
}
]
out = self.fmt.format(understanding)
assert "(à confirmer)" in out
def test_unknown_action_fallback(self):
understanding = [{"action_type": "wibble", "target_label": "X"}]
out = self.fmt.format(understanding)
assert "effectuée" in out
def test_closing_question(self):
q = self.fmt.closing_question()
assert "trompée" in q or "trompee" in q.lower().replace("é", "e")
# ============================================================
# StateStore
# ============================================================
class TestStateStore:
def test_save_and_load(self, tmp_path):
store = StateStore(tmp_path)
st = SessionState(
session_id="abc123",
user_id="dom",
state=LearnState.ITERATING_FEEDBACK,
)
store.save(st)
loaded = store.load("abc123")
assert loaded is not None
assert loaded.session_id == "abc123"
assert loaded.user_id == "dom"
assert loaded.state == LearnState.ITERATING_FEEDBACK
def test_atomic_write_no_partial(self, tmp_path):
store = StateStore(tmp_path)
st = SessionState(session_id="atomic1")
store.save(st)
# Pas de fichier .tmp restant
tmp_files = list(tmp_path.glob("*.tmp"))
assert tmp_files == []
def test_list_active_filters_done(self, tmp_path):
store = StateStore(tmp_path)
store.save(SessionState(session_id="s1", state=LearnState.ITERATING_FEEDBACK))
store.save(SessionState(session_id="s2", state=LearnState.DONE))
store.save(SessionState(session_id="s3", state=LearnState.ABORTED))
active = store.list_active()
ids = {s.session_id for s in active}
assert ids == {"s1"}
def test_session_id_sanitized(self, tmp_path):
store = StateStore(tmp_path)
st = SessionState(session_id="../../etc/passwd")
store.save(st)
# Aucun fichier hors tmp_path
files = list(tmp_path.glob("*.json"))
assert len(files) == 1
assert files[0].parent == tmp_path
def test_delete(self, tmp_path):
store = StateStore(tmp_path)
store.save(SessionState(session_id="del_me"))
store.delete("del_me")
assert store.load("del_me") is None
# ============================================================
# PersistPayloadBuilder
# ============================================================
class TestPersistPayloadBuilder:
def test_build_with_parameters(self):
st = SessionState(
session_id="sX",
competence_name="Test compétence",
user_id="dom",
parameters_marked=[
{
"step_index": 3,
"is_parameter": True,
"name": "ipp",
"example_value": "25003284",
"field_label": "IPP",
},
{
"step_index": 4,
"is_parameter": False,
"name": "type",
"example_value": "C2",
"field_label": "Type",
},
],
)
payload = PersistPayloadBuilder().build(st)
assert payload["name"] == "Test compétence"
assert payload["session_id"] == "sX"
assert payload["user_id"] == "dom"
# Seul le param flagué is_parameter=True doit apparaître
assert len(payload["parameters"]) == 1
assert payload["parameters"][0]["name"] == "ipp"
def test_persist_payload_includes_machine_id(self):
"""Correction #1 — payload doit inclure machine_id."""
st = SessionState(
session_id="sM",
competence_name="X",
machine_id="DESKTOP-58D5CAC_windows",
)
payload = PersistPayloadBuilder().build(st)
assert "machine_id" in payload
assert payload["machine_id"] == "DESKTOP-58D5CAC_windows"
def test_persist_payload_machine_id_none_when_absent(self):
"""Quand non fourni, machine_id reste présent à None dans le payload."""
st = SessionState(session_id="sM2", competence_name="X")
payload = PersistPayloadBuilder().build(st)
assert "machine_id" in payload
assert payload["machine_id"] is None
# ============================================================
# LearnActionOrchestrator (avec StreamingClient mocké)
# ============================================================
@pytest.fixture
def mock_streaming():
"""StreamingClient simulé."""
m = MagicMock()
m.shadow_start.return_value = {"ok": True}
m.shadow_stop.return_value = {"ok": True}
m.shadow_understanding.return_value = {
"understanding": [
{"action_type": "click", "target_label": "Patient", "widget_type": "Fenêtre"},
{
"action_type": "type",
"target_label": "IPP",
"widget_type": "Champ",
"value": "25003284",
},
]
}
m.shadow_feedback.return_value = {"ok": True}
m.shadow_build.return_value = {"ok": True}
m.competence_persist.return_value = {"slug": "facturation_urgences"}
return m
@pytest.fixture
def orchestrator(tmp_path, mock_streaming):
parser = LearnIntentParser(use_llm_fallback=False)
store = StateStore(tmp_path)
return LearnActionOrchestrator(
streaming_client=mock_streaming,
intent_parser=parser,
state_store=store,
emit=MagicMock(),
)
class TestLearnActionOrchestrator:
def test_start_session_transitions(self, orchestrator, mock_streaming):
st, reply = orchestrator.start_session(user_id="dom", trigger_source="button")
assert st.state == LearnState.WAITING_USER_STOP
mock_streaming.shadow_start.assert_called_once()
assert "je te regarde" in reply.lower() or "regarde" in reply.lower()
def test_full_happy_path(self, orchestrator, mock_streaming):
st, _ = orchestrator.start_session(user_id="dom", machine_id="m1")
sid = st.session_id
# Utilisateur dit stop
reply = orchestrator.handle_chat_message(sid, "c'est bon")
assert reply is not None
assert "j'ai compris" in reply.lower()
assert orchestrator._sessions[sid].state == LearnState.ITERATING_FEEDBACK
# Utilisateur valide globalement → NAMING
reply = orchestrator.handle_chat_message(sid, "c'est parfait")
assert orchestrator._sessions[sid].state == LearnState.NAMING
# Nomination
reply = orchestrator.handle_chat_message(sid, "facturation urgences")
# Maintenant Léa doit poser une question sur le paramètre IPP
assert "25003284" in (reply or "")
assert orchestrator._sessions[sid].competence_name == "facturation urgences"
# Marquer le paramètre comme variable
reply = orchestrator.handle_chat_message(sid, "ça change à chaque fois")
# Plus de pending → persist
mock_streaming.shadow_build.assert_called_once()
mock_streaming.competence_persist.assert_called_once()
assert orchestrator._sessions[sid].state == LearnState.DONE
def test_emergency_exit_after_3_corrections(self, orchestrator, mock_streaming):
st, _ = orchestrator.start_session(user_id="dom")
sid = st.session_id
orchestrator.handle_chat_message(sid, "c'est bon") # stop
for i in range(3):
r = orchestrator.handle_chat_message(
sid, "corrige l'étape 3 : clique sur Valider"
)
assert orchestrator._sessions[sid].state == LearnState.ITERATING_FEEDBACK
# 4e correction → ABORTED
r = orchestrator.handle_chat_message(
sid, "corrige l'étape 3 : clique sur Valider"
)
assert orchestrator._sessions[sid].state == LearnState.ABORTED
assert "n°3" in (r or "")
def test_cancel_anywhere(self, orchestrator, mock_streaming):
st, _ = orchestrator.start_session(user_id="dom")
sid = st.session_id
reply = orchestrator.handle_chat_message(sid, "annule tout")
assert orchestrator._sessions[sid].state == LearnState.ABORTED
assert "annule" in (reply or "").lower()
def test_idle_message_returns_none(self, orchestrator):
# Aucune session ouverte → None (laisser le flux normal gérer)
r = orchestrator.handle_chat_message("nonexistent", "Bonjour")
assert r is None
def test_state_persistence_across_reload(self, tmp_path, mock_streaming):
store = StateStore(tmp_path)
parser = LearnIntentParser(use_llm_fallback=False)
orch1 = LearnActionOrchestrator(
streaming_client=mock_streaming,
intent_parser=parser,
state_store=store,
emit=MagicMock(),
)
st, _ = orch1.start_session(user_id="dom")
sid = st.session_id
orch1.handle_chat_message(sid, "c'est bon") # passe en ITERATING_FEEDBACK
# Simule un crash + redémarrage
orch2 = LearnActionOrchestrator(
streaming_client=mock_streaming,
intent_parser=parser,
state_store=store,
emit=MagicMock(),
)
resumed = orch2.resume_sessions()
assert sid in resumed
assert orch2._sessions[sid].state == LearnState.ITERATING_FEEDBACK
def test_proactive_signal_cooldown(self, orchestrator):
r1 = orchestrator.handle_proactive_signal("action_repeat", {})
assert r1 is not None
# Deuxième signal immédiat → ignoré
r2 = orchestrator.handle_proactive_signal("action_repeat", {})
assert r2 is None
def test_illegal_transition_ignored(self, orchestrator, mock_streaming):
st, _ = orchestrator.start_session(user_id="dom")
# Tentative de passer directement de WAITING_USER_STOP à DONE
prev = orchestrator._sessions[st.session_id].state
orchestrator._transition(
orchestrator._sessions[st.session_id], LearnState.DONE
)
assert orchestrator._sessions[st.session_id].state == prev
# ============================================================
# Corrections P1-LEA-SHADOW 2026-06-01 (NO-GO Qwen)
# ============================================================
def test_start_session_stores_machine_id(self, orchestrator):
"""Correction #1 — machine_id transmis à start_session est stocké."""
st, _ = orchestrator.start_session(
user_id="dom",
trigger_source="windows_button",
machine_id="DESKTOP-58D5CAC_windows",
)
assert st.machine_id == "DESKTOP-58D5CAC_windows"
# Et la session en mémoire aussi
assert (
orchestrator._sessions[st.session_id].machine_id
== "DESKTOP-58D5CAC_windows"
)
def test_persist_blocked_without_machine_id(self, orchestrator, mock_streaming):
"""Correction #1 — persist refusé conversationnellement sans machine_id."""
st, _ = orchestrator.start_session(user_id="dom") # pas de machine_id
sid = st.session_id
orchestrator.handle_chat_message(sid, "c'est bon") # → ITERATING
orchestrator.handle_chat_message(sid, "c'est parfait") # → NAMING
orchestrator.handle_chat_message(sid, "ma competence") # nom
# Marquer paramètre → tentative persist
reply = orchestrator.handle_chat_message(sid, "ça change à chaque fois")
# competence_persist NE doit PAS avoir été appelée
mock_streaming.competence_persist.assert_not_called()
# Message métier explicite côté Léa
assert reply is not None
assert "machine" in reply.lower()
def test_datetime_uses_timezone_aware(self):
"""Correction #2 — created_at / last_transition_at sont timezone-aware."""
st = SessionState(session_id="tz1")
# Le format ISO doit contenir un offset (+00:00 ou Z) — tzinfo présent
# après reparse via fromisoformat (Python 3.11+).
from datetime import datetime as _dt
parsed_created = _dt.fromisoformat(st.created_at)
parsed_transition = _dt.fromisoformat(st.last_transition_at)
assert parsed_created.tzinfo is not None
assert parsed_transition.tzinfo is not None
# Sanity check : c'est bien UTC.
assert "+00:00" in st.created_at or st.created_at.endswith("Z")
def test_confirm_blocked_when_name_missing(self, orchestrator, mock_streaming):
"""Correction #3 — CONFIRM en NAMING avec competence_name=None reste NAMING."""
st, _ = orchestrator.start_session(
user_id="dom", machine_id="machine_x"
)
sid = st.session_id
orchestrator.handle_chat_message(sid, "c'est bon")
orchestrator.handle_chat_message(sid, "c'est parfait") # → NAMING
# Forcer competence_name à None et envoyer un CONFIRM
orchestrator._sessions[sid].competence_name = None
reply = orchestrator.handle_chat_message(sid, "ok") # CONFIRM
assert orchestrator._sessions[sid].state == LearnState.NAMING
assert reply is not None
assert "nom" in reply.lower() or "appeler" in reply.lower()
mock_streaming.competence_persist.assert_not_called()
def test_confirm_blocked_when_name_empty(self, orchestrator, mock_streaming):
"""Correction #3 — CONFIRM en NAMING avec competence_name='' reste NAMING."""
st, _ = orchestrator.start_session(
user_id="dom", machine_id="machine_x"
)
sid = st.session_id
orchestrator.handle_chat_message(sid, "c'est bon")
orchestrator.handle_chat_message(sid, "c'est parfait") # → NAMING
orchestrator._sessions[sid].competence_name = " " # vide après strip
reply = orchestrator.handle_chat_message(sid, "ok")
assert orchestrator._sessions[sid].state == LearnState.NAMING
assert reply is not None
assert "nom" in reply.lower() or "appeler" in reply.lower()
mock_streaming.competence_persist.assert_not_called()