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308 lines
13 KiB
Python
308 lines
13 KiB
Python
import pytest
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from unittest.mock import Mock
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from epc_api.client import EpcClient
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from backend.Property import Property
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from etl.epc_clean.EpcClean import EpcClean
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# Define some test data
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mock_epc_response = {
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"rows": [
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{
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"lmk-key": 1,
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"uprn": 1,
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"number-habitable-rooms": 5,
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"property-type": "House",
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"inspection-date": "2023-06-01",
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"some-other-key": "some-value",
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"roof-description": "Roof Description",
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"walls-description": "Walls Description",
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"windows-description": "Windows Description",
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"mainheat-description": "Main Heating Description",
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"hotwater-description": "Hot Water Description",
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"transaction-type": "rental",
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"lighting-description": "Good Lighting Efficiency",
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"energy-consumption-current": "50",
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"co2-emissions-current": "123",
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"mechanical-ventilation": "natural",
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'photo-supply': 0,
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"solar-water-heating-flag": "N",
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"wind-turbine-count": 0,
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"extension-count": 0,
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"heat-loss-corridor": "no corridor",
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"unheated-corridor-length": 0,
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"mains-gas-flag": "Y",
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"floor-height": 2.5,
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"total-floor-area": 100,
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"construction-age-band": "England and Wales: 1967-1975"
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},
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{
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"lmk-key": 2,
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"uprn": 2,
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"number-habitable-rooms": 5,
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"property-type": "House",
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"inspection-date": "2023-05-01",
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"some-other-key": "some-other-value",
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"roof-description": "Roof Description",
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"walls-description": "Walls Description",
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"windows-description": "Windows Description",
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"mainheat-description": "Main Heating Description",
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"hotwater-description": "Hot Water Description",
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"transaction-type": "rental",
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"lighting-description": "Good Lighting Efficiency",
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"energy-consumption-current": "50",
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"co2-emissions-current": "123",
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"mechanical-ventilation": "natural",
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'photo-supply': 0,
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"solar-water-heating-flag": "N",
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"wind-turbine-count": 0,
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"extension-count": 0,
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"heat-loss-corridor": "no corridor",
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"unheated-corridor-length": 0,
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"mains-gas-flag": "Y",
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"floor-height": 2.5,
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"total-floor-area": 100,
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"construction-age-band": "England and Wales: 1967-1975"
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}
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]
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}
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mock_epc_response_dupe = {
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'rows': [
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{
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"lmk-key": 1,
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"uprn": 1,
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"number-habitable-rooms": 5,
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"property-type": "House",
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'inspection-date': '2023-06-01', 'some-other-key': 'some-value', 'roof-description': 'Roof Description',
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'walls-description': 'Walls Description', 'windows-description': 'Windows Description',
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'mainheat-description': 'Main Heating Description', 'hotwater-description': 'Hot Water Description',
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"transaction-type": "rental",
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"lighting-description": "Good Lighting Efficiency",
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"energy-consumption-current": "50",
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"co2-emissions-current": "123",
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"mechanical-ventilation": "natural",
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'photo-supply': 0,
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"solar-water-heating-flag": "N",
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"wind-turbine-count": 0,
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"extension-count": 0,
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"heat-loss-corridor": "no corridor",
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"unheated-corridor-length": 0,
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"mains-gas-flag": "Y",
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"floor-height": 2.5,
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"total-floor-area": 100,
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"construction-age-band": "England and Wales: 1967-1975"
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},
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{
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"lmk-key": 2,
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"uprn": 2,
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"number-habitable-rooms": 5,
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"property-type": "House",
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'inspection-date': '2023-05-01', 'some-other-key': 'some-other-value',
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'roof-description': 'Roof Description', 'walls-description': 'Walls Description',
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'windows-description': 'Windows Description', 'mainheat-description': 'Main Heating Description',
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'hotwater-description': 'Hot Water Description',
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"transaction-type": "rental",
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"lighting-description": "Good Lighting Efficiency",
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"energy-consumption-current": "50",
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"co2-emissions-current": "123",
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"mechanical-ventilation": "natural",
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'photo-supply': 0,
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"solar-water-heating-flag": "N",
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"wind-turbine-count": 0,
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"extension-count": 0,
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"heat-loss-corridor": "no corridor",
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"unheated-corridor-length": 0,
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"mains-gas-flag": "Y",
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"floor-height": 2.5,
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"total-floor-area": 100,
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"construction-age-band": "England and Wales: 1967-1975"
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},
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{
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"lmk-key": 3,
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"uprn": 3,
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"number-habitable-rooms": 5,
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"property-type": "House",
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'inspection-date': '2023-06-01', 'some-other-key': 'duplicate-date',
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'roof-description': 'Roof Description',
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'walls-description': 'Walls Description', 'windows-description': 'Windows Description',
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'mainheat-description': 'Main Heating Description', 'hotwater-description': 'Hot Water Description',
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"transaction-type": "rental",
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"lighting-description": "Good Lighting Efficiency",
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"energy-consumption-current": "50",
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"co2-emissions-current": "123",
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"mechanical-ventilation": "natural",
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'photo-supply': 0,
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"solar-water-heating-flag": "N",
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"wind-turbine-count": 0,
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"extension-count": 0,
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"heat-loss-corridor": "no corridor",
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"unheated-corridor-length": 0,
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"mains-gas-flag": "Y",
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"floor-height": 2.5,
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"total-floor-area": 100,
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"construction-age-band": "England and Wales: 1967-1975"
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}
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]
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}
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class TestProperty:
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@pytest.fixture(autouse=True)
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def property_instance(self, mock_epc_client, mock_cleaner):
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property_instance = Property(1, "AB12CD", "Test Address", epc_client=mock_epc_client)
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return property_instance
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@pytest.fixture(autouse=True)
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def property_instance_dupe_data(self, mock_epc_client_dupe_data):
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property_instance_dupe_data = Property(2, "AB12CD", "Test Address", epc_client=mock_epc_client_dupe_data)
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return property_instance_dupe_data
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@pytest.fixture
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def mock_epc_client(self):
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mock_epc_client = Mock(spec=EpcClient(auth_token="mocked_auth_token"))
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mock_epc_client.domestic.search.return_value = mock_epc_response.copy()
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mock_epc_client.auth_token = "mocked_auth_token"
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return mock_epc_client
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@pytest.fixture
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def mock_epc_client_dupe_data(self):
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mock_epc_client_dupe_data = Mock(spec=EpcClient(auth_token="mocked_auth_token"))
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mock_epc_client_dupe_data.domestic.search.return_value = mock_epc_response_dupe.copy()
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mock_epc_client_dupe_data.auth_token = "mocked_auth_token"
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return mock_epc_client_dupe_data
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@pytest.fixture
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def mock_cleaner(self):
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lighting_averages = [
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{'lighting-description': 'good lighting efficiency', 'low-energy-lighting': 99.26666666666667},
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{'lighting-description': 'excellent lighting efficiency', 'low-energy-lighting': 100.0},
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{'lighting-description': 'below average lighting efficiency', 'low-energy-lighting': 0.0}
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]
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cleaner_spec = EpcClean(
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data=[
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{"roof-description": "Roof Description"},
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{"walls-description": "Walls Description"},
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{"windows-description": "Windows Description"},
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{"mainheat-description": "Main Heating Description"},
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{"hotwater-description": "Hot Water Description"},
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{"lighting-description": "Good Lighting Efficiency"},
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{"low-energy-lighting": 0}
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],
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lighting_averages=lighting_averages
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)
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mock_cleaner = Mock(spec=cleaner_spec)
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walls_data = {
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"original_description": "Walls Description",
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"is_cavity_wall": True,
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"is_solid_brick": False,
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"is_timber_frame": False,
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"is_system_built": False,
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"is_park_home": False,
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"is_cob": False,
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"is_sandstone_or_limestone": False,
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"is_granite_or_whinstone": False,
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}
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mock_cleaner.cleaned = {
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"roof-description": [{"original_description": "Roof Description"}],
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"walls-description": [walls_data],
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"windows-description": [{"original_description": "Windows Description"}],
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"mainheat-description": [{"original_description": "Main Heating Description"}],
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"hotwater-description": [{"original_description": "Hot Water Description"}],
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"lighting-description": [{"original_description": "Good Lighting Efficiency"}]
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}
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return mock_cleaner
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def test_init(self, mock_epc_client):
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inst1 = Property(0, "AB12CD", "Test Address", epc_client=mock_epc_client)
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# Should be mocked auth token
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assert inst1.epc_client.auth_token == "mocked_auth_token"
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inst2 = Property(3, "AB12CD", "Test Address", epc_client=mock_epc_client)
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assert inst2.epc_client.auth_token
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inst3 = Property(4, "AB12CD", "Test Address", data={"some": "data"}, epc_client=mock_epc_client)
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assert inst3.data == {"some": "data"}
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data = inst3.search_address_epc()
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assert data is None
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def test_search_address_epc(self, property_instance):
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# Call the method to test
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property_instance.search_address_epc()
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# Verify that the correct data is being returned
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assert property_instance.data == mock_epc_response["rows"][0]
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def test_search_address_epc_multiple_results(self, property_instance_dupe_data, mock_epc_client_dupe_data):
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with pytest.raises(Exception, match="More than one result found for this address - investigate me"):
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property_instance_dupe_data.search_address_epc()
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def test_get_components(self, property_instance, mock_cleaner, mock_epc_client):
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property_instance.search_address_epc()
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property_instance.get_components(mock_cleaner.cleaned)
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# Verify that the components are set correctly
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assert property_instance.roof == {"original_description": "Roof Description"}
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assert property_instance.walls == {
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"original_description": "Walls Description",
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"is_cavity_wall": True,
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"is_solid_brick": False,
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"is_timber_frame": False,
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"is_system_built": False,
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"is_park_home": False,
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"is_cob": False,
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"is_sandstone_or_limestone": False,
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"is_granite_or_whinstone": False,
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}
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assert property_instance.windows == {"original_description": "Windows Description"}
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assert property_instance.main_heating == {"original_description": "Main Heating Description"}
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assert property_instance.hotwater == {"original_description": "Hot Water Description"}
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assert property_instance.wall_type == "cavity"
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def test_get_components_without_cleaned_data(self, property_instance, mock_cleaner):
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# Modify the mock EpcClean to not have cleaned data
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mock_cleaner.cleaned = {}
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# Verify that ValueError is raised when EpcClean doesn't contain cleaned data
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with pytest.raises(ValueError, match="Cleaner does not contain cleaned data"):
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property_instance.get_components(mock_cleaner.cleaned)
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def test_get_components_no_data(self, property_instance, mock_cleaner):
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# Modify the mock cleaner to have no attributes for a specific description
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mock_cleaner.cleaned = {
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"roof-description": []
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}
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# Verify that ValueError is raised when no attributes are found
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with pytest.raises(ValueError, match="Property does not contain data"):
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property_instance.get_components(mock_cleaner.cleaned)
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def test_get_components_no_attributes(self, property_instance, mock_cleaner):
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# Modify the mock cleaner to have no attributes for a specific description
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mock_cleaner.cleaned = {
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"roof-description": []
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}
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property_instance.search_address_epc()
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# Verify that ValueError is raised when no attributes are found
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with pytest.raises(ValueError, match="Either No attributes or multiple found for roof-description"):
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property_instance.get_components(mock_cleaner.cleaned)
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def test_get_components_multiple_attributes(self, property_instance, mock_cleaner):
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# This shouldn't happen - it would mean a cleaning error
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property_instance.search_address_epc()
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cleaned = {
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"roof-description": [
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{"original_description": "Roof Description"},
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{"original_description": "Roof Description"}
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]
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}
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# Verify that ValueError is raised when multiple attributes are found
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with pytest.raises(ValueError, match="Either No attributes or multiple found for roof-description"):
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property_instance.get_components(cleaned)
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