v1.0 - Version stable: multi-PC, détection UI-DETR-1, 3 modes exécution
- Frontend v4 accessible sur réseau local (192.168.1.40) - Ports ouverts: 3002 (frontend), 5001 (backend), 5004 (dashboard) - Ollama GPU fonctionnel - Self-healing interactif - Dashboard confiance Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
Dom
539
tests/unit/test_data_contracts_standardization.py
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539
tests/unit/test_data_contracts_standardization.py
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"""
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Tests pour la standardisation des contrats de données - Tâche 4
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Valide que les nouveaux contrats de données fonctionnent correctement :
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- BBox : Format exclusif (x, y, width, height) avec validation Pydantic
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- Timestamp : Objets datetime uniquement
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- IDs : Strings uniquement avec validation
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- Migration automatique des anciens formats
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Auteur : Dom, Alice Kiro
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Date : 20 décembre 2024
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"""
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import pytest
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from datetime import datetime
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from typing import Tuple
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import uuid
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from core.models.base_models import BBox, Timestamp, StandardID, DataConverter
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from core.models import UIElement, ScreenState, UIElementEmbeddings, VisualFeatures
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from pydantic import ValidationError
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class TestBBoxStandardization:
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"""Tests pour la standardisation BBox"""
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def test_bbox_creation_valid(self):
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"""Test création BBox avec données valides"""
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bbox = BBox(x=10, y=20, width=100, height=50)
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assert bbox.x == 10
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assert bbox.y == 20
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assert bbox.width == 100
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assert bbox.height == 50
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def test_bbox_validation_negative_coordinates(self):
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"""Test validation des coordonnées négatives"""
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with pytest.raises(ValidationError):
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BBox(x=-10, y=20, width=100, height=50)
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with pytest.raises(ValidationError):
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BBox(x=10, y=-20, width=100, height=50)
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def test_bbox_validation_zero_dimensions(self):
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"""Test validation des dimensions nulles"""
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with pytest.raises(ValidationError):
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BBox(x=10, y=20, width=0, height=50)
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with pytest.raises(ValidationError):
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BBox(x=10, y=20, width=100, height=0)
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def test_bbox_from_tuple(self):
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"""Test création depuis tuple"""
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bbox = BBox.from_tuple((10, 20, 100, 50))
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assert bbox.x == 10
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assert bbox.y == 20
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assert bbox.width == 100
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assert bbox.height == 50
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def test_bbox_to_tuple(self):
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"""Test conversion vers tuple"""
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bbox = BBox(x=10, y=20, width=100, height=50)
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assert bbox.to_tuple() == (10, 20, 100, 50)
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def test_bbox_from_xyxy(self):
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"""Test conversion depuis format (x1, y1, x2, y2)"""
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bbox = BBox.from_xyxy(10, 20, 110, 70)
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assert bbox.x == 10
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assert bbox.y == 20
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assert bbox.width == 100
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assert bbox.height == 50
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def test_bbox_to_xyxy(self):
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"""Test conversion vers format (x1, y1, x2, y2)"""
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bbox = BBox(x=10, y=20, width=100, height=50)
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assert bbox.to_xyxy() == (10, 20, 110, 70)
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def test_bbox_center(self):
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"""Test calcul du centre"""
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bbox = BBox(x=10, y=20, width=100, height=50)
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assert bbox.center() == (60, 45)
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def test_bbox_area(self):
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"""Test calcul de l'aire"""
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bbox = BBox(x=10, y=20, width=100, height=50)
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assert bbox.area() == 5000
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def test_bbox_contains_point(self):
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"""Test vérification si un point est dans la bbox"""
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bbox = BBox(x=10, y=20, width=100, height=50)
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assert bbox.contains_point(50, 40) == True
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assert bbox.contains_point(5, 40) == False
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assert bbox.contains_point(50, 10) == False
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def test_bbox_intersects(self):
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"""Test intersection entre bboxes"""
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bbox1 = BBox(x=10, y=20, width=100, height=50)
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bbox2 = BBox(x=50, y=40, width=100, height=50)
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bbox3 = BBox(x=200, y=200, width=50, height=50)
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assert bbox1.intersects(bbox2) == True
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assert bbox1.intersects(bbox3) == False
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def test_bbox_intersection(self):
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"""Test calcul de l'intersection"""
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bbox1 = BBox(x=10, y=20, width=100, height=50)
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bbox2 = BBox(x=50, y=40, width=100, height=50)
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intersection = bbox1.intersection(bbox2)
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assert intersection is not None
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assert intersection.x == 50
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assert intersection.y == 40
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assert intersection.width == 60
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assert intersection.height == 30
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def test_bbox_union(self):
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"""Test calcul de l'union"""
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bbox1 = BBox(x=10, y=20, width=100, height=50)
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bbox2 = BBox(x=50, y=40, width=100, height=50)
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union = bbox1.union(bbox2)
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assert union.x == 10
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assert union.y == 20
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assert union.width == 140
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assert union.height == 70
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class TestTimestampStandardization:
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"""Tests pour la standardisation Timestamp"""
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def test_timestamp_creation_datetime(self):
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"""Test création avec datetime"""
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dt = datetime.now()
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ts = Timestamp(value=dt)
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assert ts.value == dt
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def test_timestamp_creation_string(self):
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"""Test création avec string ISO"""
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iso_str = "2024-12-20T10:30:00"
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ts = Timestamp(value=iso_str)
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assert ts.value == datetime.fromisoformat(iso_str)
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def test_timestamp_creation_unix(self):
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"""Test création avec timestamp Unix"""
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unix_ts = 1703073000.0
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ts = Timestamp(value=unix_ts)
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assert ts.value == datetime.fromtimestamp(unix_ts)
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def test_timestamp_validation_invalid(self):
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"""Test validation avec type invalide"""
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with pytest.raises(ValidationError):
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Timestamp(value=[1, 2, 3])
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def test_timestamp_to_iso(self):
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"""Test conversion vers ISO"""
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dt = datetime(2024, 12, 20, 10, 30, 0)
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ts = Timestamp(value=dt)
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assert ts.to_iso() == "2024-12-20T10:30:00"
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def test_timestamp_to_timestamp(self):
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"""Test conversion vers timestamp Unix"""
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dt = datetime(2024, 12, 20, 10, 30, 0)
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ts = Timestamp(value=dt)
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assert abs(ts.to_timestamp() - dt.timestamp()) < 0.001
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def test_timestamp_now(self):
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"""Test création timestamp maintenant"""
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ts = Timestamp.now()
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assert isinstance(ts.value, datetime)
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assert abs((datetime.now() - ts.value).total_seconds()) < 1
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def test_timestamp_from_iso(self):
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"""Test création depuis ISO"""
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iso_str = "2024-12-20T10:30:00"
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ts = Timestamp.from_iso(iso_str)
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assert ts.value == datetime.fromisoformat(iso_str)
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def test_timestamp_from_timestamp(self):
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"""Test création depuis timestamp Unix"""
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unix_ts = 1703073000.0
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ts = Timestamp.from_timestamp(unix_ts)
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assert ts.value == datetime.fromtimestamp(unix_ts)
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class TestStandardIDValidation:
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"""Tests pour la standardisation des IDs"""
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def test_id_creation_string(self):
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"""Test création avec string"""
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id_obj = StandardID(value="test_id_123")
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assert id_obj.value == "test_id_123"
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def test_id_creation_number(self):
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"""Test création avec nombre"""
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id_obj = StandardID(value=12345)
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assert id_obj.value == "12345"
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def test_id_creation_uuid(self):
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"""Test création avec UUID"""
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uuid_obj = uuid.uuid4()
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id_obj = StandardID(value=uuid_obj)
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assert id_obj.value == str(uuid_obj)
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def test_id_validation_empty(self):
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"""Test validation ID vide"""
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with pytest.raises(ValidationError):
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StandardID(value="")
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with pytest.raises(ValidationError):
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StandardID(value=" ")
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def test_id_validation_invalid_type(self):
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"""Test validation type invalide"""
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with pytest.raises(ValidationError):
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StandardID(value=[1, 2, 3])
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def test_id_string_conversion(self):
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"""Test conversion vers string"""
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id_obj = StandardID(value="test_id")
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assert str(id_obj) == "test_id"
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def test_id_equality(self):
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"""Test égalité des IDs"""
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id1 = StandardID(value="test_id")
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id2 = StandardID(value="test_id")
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id3 = StandardID(value="other_id")
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assert id1 == id2
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assert id1 != id3
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assert id1 == "test_id"
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assert id1 != "other_id"
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def test_id_hash(self):
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"""Test hash des IDs"""
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id1 = StandardID(value="test_id")
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id2 = StandardID(value="test_id")
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assert hash(id1) == hash(id2)
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assert hash(id1) == hash("test_id")
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def test_id_generate(self):
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"""Test génération d'ID unique"""
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id1 = StandardID.generate()
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id2 = StandardID.generate()
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assert isinstance(id1.value, str)
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assert isinstance(id2.value, str)
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assert id1 != id2
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assert len(id1.value) == 36 # UUID format
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def test_id_from_uuid(self):
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"""Test création depuis UUID"""
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uuid_obj = uuid.uuid4()
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id_obj = StandardID.from_uuid(uuid_obj)
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assert id_obj.value == str(uuid_obj)
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class TestDataConverter:
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"""Tests pour les utilitaires de conversion"""
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def test_ensure_bbox_from_bbox(self):
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"""Test ensure_bbox avec BBox existante"""
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original = BBox(x=10, y=20, width=100, height=50)
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result = DataConverter.ensure_bbox(original)
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assert result == original
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def test_ensure_bbox_from_tuple(self):
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"""Test ensure_bbox depuis tuple"""
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result = DataConverter.ensure_bbox((10, 20, 100, 50))
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assert isinstance(result, BBox)
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assert result.x == 10
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assert result.y == 20
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assert result.width == 100
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assert result.height == 50
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def test_ensure_bbox_from_dict_xywh(self):
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"""Test ensure_bbox depuis dict (x,y,w,h)"""
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result = DataConverter.ensure_bbox({
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'x': 10, 'y': 20, 'width': 100, 'height': 50
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})
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assert isinstance(result, BBox)
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assert result.x == 10
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assert result.y == 20
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assert result.width == 100
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assert result.height == 50
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def test_ensure_bbox_from_dict_xyxy(self):
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"""Test ensure_bbox depuis dict (x1,y1,x2,y2)"""
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result = DataConverter.ensure_bbox({
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'x1': 10, 'y1': 20, 'x2': 110, 'y2': 70
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})
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assert isinstance(result, BBox)
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assert result.x == 10
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assert result.y == 20
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assert result.width == 100
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assert result.height == 50
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def test_ensure_bbox_invalid(self):
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"""Test ensure_bbox avec type invalide"""
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with pytest.raises(ValueError):
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DataConverter.ensure_bbox("invalid")
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def test_ensure_timestamp_from_timestamp(self):
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"""Test ensure_timestamp avec Timestamp existant"""
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original = Timestamp.now()
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result = DataConverter.ensure_timestamp(original)
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assert result == original
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def test_ensure_timestamp_from_datetime(self):
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"""Test ensure_timestamp depuis datetime"""
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dt = datetime.now()
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result = DataConverter.ensure_timestamp(dt)
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assert isinstance(result, Timestamp)
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assert result.value == dt
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def test_ensure_id_from_id(self):
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"""Test ensure_id avec StandardID existant"""
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original = StandardID(value="test_id")
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result = DataConverter.ensure_id(original)
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assert result == original
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def test_ensure_id_from_string(self):
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"""Test ensure_id depuis string"""
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result = DataConverter.ensure_id("test_id")
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assert isinstance(result, StandardID)
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assert result.value == "test_id"
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def test_migrate_bbox_dict(self):
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"""Test migration des bbox dans un dictionnaire"""
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data = {
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'bbox': (10, 20, 100, 50),
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'other_field': 'value'
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}
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result = DataConverter.migrate_bbox_dict(data)
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assert 'bbox' in result
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assert isinstance(result['bbox'], dict)
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assert result['bbox']['x'] == 10
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assert result['bbox']['y'] == 20
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assert result['bbox']['width'] == 100
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assert result['bbox']['height'] == 50
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assert result['other_field'] == 'value'
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def test_migrate_timestamp_dict(self):
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"""Test migration des timestamps dans un dictionnaire"""
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data = {
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'timestamp': '2024-12-20T10:30:00',
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'other_field': 'value'
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}
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result = DataConverter.migrate_timestamp_dict(data)
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assert 'timestamp' in result
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assert isinstance(result['timestamp'], datetime)
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assert result['other_field'] == 'value'
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def test_migrate_id_dict(self):
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"""Test migration des IDs dans un dictionnaire"""
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data = {
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'element_id': 12345,
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'other_field': 'value'
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}
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result = DataConverter.migrate_id_dict(data)
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assert 'element_id' in result
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assert isinstance(result['element_id'], str)
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assert result['element_id'] == '12345'
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assert result['other_field'] == 'value'
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class TestUIElementMigration:
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"""Tests pour la migration UIElement vers nouveaux contrats"""
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def create_sample_embeddings(self):
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"""Créer des embeddings de test"""
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return UIElementEmbeddings(
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image={'vector': [0.1, 0.2, 0.3]},
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text={'vector': [0.4, 0.5, 0.6]}
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)
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def create_sample_visual_features(self):
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"""Créer des features visuelles de test"""
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return VisualFeatures(
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dominant_color="blue",
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has_icon=True,
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shape="rectangle",
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size_category="medium"
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)
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def test_uielement_creation_new_format(self):
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"""Test création UIElement avec nouveaux contrats"""
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bbox = BBox(x=10, y=20, width=100, height=50)
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element = UIElement(
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element_id="test_element",
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type="button",
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role="primary_action",
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bbox=bbox,
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center=(60, 45),
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label="Test Button",
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label_confidence=0.9,
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embeddings=self.create_sample_embeddings(),
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visual_features=self.create_sample_visual_features()
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)
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assert element.element_id == "test_element"
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assert isinstance(element.bbox, BBox)
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assert element.bbox.x == 10
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assert element.center == (60, 45)
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def test_uielement_creation_with_tuple_bbox(self):
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"""Test création UIElement avec bbox tuple (migration automatique)"""
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element = UIElement.create_with_bbox_tuple(
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element_id="test_element",
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type="button",
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role="primary_action",
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bbox_tuple=(10, 20, 100, 50),
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label="Test Button",
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label_confidence=0.9,
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embeddings=self.create_sample_embeddings(),
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visual_features=self.create_sample_visual_features()
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)
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assert isinstance(element.bbox, BBox)
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assert element.bbox.x == 10
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assert element.bbox.y == 20
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assert element.bbox.width == 100
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assert element.bbox.height == 50
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assert element.center == (60, 45)
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def test_uielement_serialization(self):
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"""Test sérialisation UIElement"""
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bbox = BBox(x=10, y=20, width=100, height=50)
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element = UIElement(
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||||
element_id="test_element",
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||||
type="button",
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||||
role="primary_action",
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||||
bbox=bbox,
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center=(60, 45),
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label="Test Button",
|
||||
label_confidence=0.9,
|
||||
embeddings=self.create_sample_embeddings(),
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||||
visual_features=self.create_sample_visual_features()
|
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)
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||||
|
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data = element.to_dict()
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||||
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||||
assert data['element_id'] == "test_element"
|
||||
assert isinstance(data['bbox'], dict)
|
||||
assert data['bbox']['x'] == 10
|
||||
assert data['bbox']['y'] == 20
|
||||
assert data['bbox']['width'] == 100
|
||||
assert data['bbox']['height'] == 50
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||||
|
||||
def test_uielement_deserialization_legacy(self):
|
||||
"""Test désérialisation UIElement depuis format legacy"""
|
||||
legacy_data = {
|
||||
'element_id': 12345, # Numérique (legacy)
|
||||
'type': 'button',
|
||||
'role': 'primary_action',
|
||||
'bbox': [10, 20, 100, 50], # Liste (legacy)
|
||||
'center': [60, 45],
|
||||
'label': 'Test Button',
|
||||
'label_confidence': 0.9,
|
||||
'embeddings': {
|
||||
'image': {'vector': [0.1, 0.2, 0.3]},
|
||||
'text': {'vector': [0.4, 0.5, 0.6]}
|
||||
},
|
||||
'visual_features': {
|
||||
'dominant_color': 'blue',
|
||||
'has_icon': True,
|
||||
'shape': 'rectangle',
|
||||
'size_category': 'medium'
|
||||
}
|
||||
}
|
||||
|
||||
element = UIElement.from_dict(legacy_data)
|
||||
|
||||
assert element.element_id == "12345" # Migré vers string
|
||||
assert isinstance(element.bbox, BBox)
|
||||
assert element.bbox.x == 10
|
||||
assert element.bbox.y == 20
|
||||
assert element.bbox.width == 100
|
||||
assert element.bbox.height == 50
|
||||
|
||||
|
||||
class TestScreenStateMigration:
|
||||
"""Tests pour la migration ScreenState vers nouveaux contrats"""
|
||||
|
||||
def test_screenstate_id_migration(self):
|
||||
"""Test migration des IDs dans ScreenState"""
|
||||
from core.models.screen_state import WindowContext, RawLevel, PerceptionLevel, ContextLevel, EmbeddingRef
|
||||
|
||||
# Créer les composants nécessaires
|
||||
window = WindowContext(
|
||||
app_name="TestApp",
|
||||
window_title="Test Window",
|
||||
screen_resolution=[1920, 1080]
|
||||
)
|
||||
|
||||
raw = RawLevel(
|
||||
screenshot_path="/path/to/screenshot.png",
|
||||
capture_method="mss",
|
||||
file_size_bytes=1024
|
||||
)
|
||||
|
||||
embedding_ref = EmbeddingRef(
|
||||
provider="test_provider",
|
||||
vector_id="test_vector",
|
||||
dimensions=512
|
||||
)
|
||||
|
||||
perception = PerceptionLevel(
|
||||
embedding=embedding_ref,
|
||||
detected_text=["Test text"],
|
||||
text_detection_method="test_method",
|
||||
confidence_avg=0.9
|
||||
)
|
||||
|
||||
context = ContextLevel(
|
||||
user_id=12345 # Numérique (legacy)
|
||||
)
|
||||
|
||||
screen_state = ScreenState(
|
||||
screen_state_id=67890, # Numérique (legacy)
|
||||
timestamp="2024-12-20T10:30:00", # String (legacy)
|
||||
session_id="session_123",
|
||||
window=window,
|
||||
raw=raw,
|
||||
perception=perception,
|
||||
context=context
|
||||
)
|
||||
|
||||
# Vérifier que les migrations ont eu lieu
|
||||
assert isinstance(screen_state.screen_state_id, str)
|
||||
assert screen_state.screen_state_id == "67890"
|
||||
assert isinstance(screen_state.timestamp, datetime)
|
||||
assert isinstance(screen_state.session_id, str)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
pytest.main([__file__])
|
||||
Reference in New Issue
Block a user