f31: Initial implementation for environmental impact calculator
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@ -14,7 +14,7 @@ from evidence.models import Annotation
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from lot.models import LotTag
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from lot.models import LotTag
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from device.models import Device
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from device.models import Device
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from device.forms import DeviceFormSet
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from device.forms import DeviceFormSet
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from environmental_impact.calculator import get_device_environmental_impact
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from environmental_impact.algorithms.algorithm_factory import FactoryEnvironmentImpactAlgorithm
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if settings.DPP:
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if settings.DPP:
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from dpp.models import Proof
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from dpp.models import Proof
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from dpp.api_dlt import PROOF_TYPE
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from dpp.api_dlt import PROOF_TYPE
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@ -111,11 +111,16 @@ class DetailsView(DashboardView, TemplateView):
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uuid__in=self.object.uuids,
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uuid__in=self.object.uuids,
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type=PROOF_TYPE["IssueDPP"]
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type=PROOF_TYPE["IssueDPP"]
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)
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)
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enviromental_impact_algorithm = FactoryEnvironmentImpactAlgorithm.run_environmental_impact_calculation(
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"dummy_calc"
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)
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enviromental_impact = enviromental_impact_algorithm.get_device_environmental_impact(
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self.object)
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context.update({
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context.update({
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'object': self.object,
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'object': self.object,
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'snapshot': self.object.get_last_evidence(),
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'snapshot': self.object.get_last_evidence(),
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'lot_tags': lot_tags,
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'lot_tags': lot_tags,
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'impact': get_device_environmental_impact(self.object),
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'impact': enviromental_impact,
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'dpps': dpps,
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'dpps': dpps,
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})
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})
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return context
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return context
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0
environmental_impact/algorithms/__init__.py
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environmental_impact/algorithms/__init__.py
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30
environmental_impact/algorithms/algorithm_factory.py
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30
environmental_impact/algorithms/algorithm_factory.py
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@ -0,0 +1,30 @@
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from __future__ import annotations
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from typing import TYPE_CHECKING
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from .dummy_calculator import DummyEnvironmentalImpactAlgorithm
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if TYPE_CHECKING:
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from .algorithm_interface import EnvironmentImpactAlgorithm
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class AlgorithmNames():
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"""
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Enum class for the different types of algorithms.
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"""
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DUMMY_CALC = "dummy_calc"
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algorithm_names = {
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DUMMY_CALC: DummyEnvironmentalImpactAlgorithm()
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}
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class FactoryEnvironmentImpactAlgorithm():
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@staticmethod
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def run_environmental_impact_calculation(algorithm_name: str) -> EnvironmentImpactAlgorithm:
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try:
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return AlgorithmNames.algorithm_names[algorithm_name]
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except KeyError:
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raise ValueError("Invalid algorithm name. Valid options are: " +
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", ".join(AlgorithmNames.algorithm_names.keys()))
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11
environmental_impact/algorithms/algorithm_interface.py
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environmental_impact/algorithms/algorithm_interface.py
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@ -0,0 +1,11 @@
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from abc import ABC, abstractmethod
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from functools import lru_cache
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from device.models import Device
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from environmental_impact.models import EnvironmentalImpact
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class EnvironmentImpactAlgorithm(ABC):
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@abstractmethod
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def get_device_environmental_impact(self, device: Device) -> EnvironmentalImpact:
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pass
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33
environmental_impact/algorithms/dummy_calculator.py
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environmental_impact/algorithms/dummy_calculator.py
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@ -0,0 +1,33 @@
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from device.models import Device
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from .algorithm_interface import EnvironmentImpactAlgorithm
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from environmental_impact.models import EnvironmentalImpact
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class DummyEnvironmentalImpactAlgorithm(EnvironmentImpactAlgorithm):
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def get_device_environmental_impact(self, device: Device) -> EnvironmentalImpact:
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# TODO Make a constants file / class
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avg_watts = 40 # Arbitrary laptop average consumption
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co2_per_kwh = 0.475
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power_on_hours = self.get_power_on_hours_from(device)
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energy_kwh = (power_on_hours * avg_watts) / 1000
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co2_emissions = energy_kwh * co2_per_kwh
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return EnvironmentalImpact(co2_emissions=co2_emissions)
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def get_power_on_hours_from(self, device: Device) -> int:
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# TODO how do I check if the device is a legacy workbench? Is there a better way?
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is_legacy_workbench = False if device.last_evidence.inxi else True
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if not is_legacy_workbench:
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storage_components = device.components[9]
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str_time = storage_components.get('time of used', -1)
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else:
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str_time = ""
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uptime_in_hours = self.convert_str_time_to_hours(str_time, is_legacy_workbench)
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return uptime_in_hours
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def convert_str_time_to_hours(self, time_str: str, is_legacy_workbench: bool) -> int:
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if is_legacy_workbench:
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return -1 # TODO Power on hours not available in legacy workbench
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else:
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multipliers = {'y': 365 * 24, 'd': 24, 'h': 1}
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return sum(int(part[:-1]) * multipliers[part[-1]] for part in time_str.split())
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@ -1,30 +0,0 @@
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from dataclasses import dataclass
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from device.models import Device
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@dataclass
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class EnvironmentalImpact:
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carbon_saved: float = 0.0
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co2_emissions: float = 0.0
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def get_device_environmental_impact(device: Device) -> EnvironmentalImpact:
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avg_watts = 40 # Arbitrary laptop average consumption
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power_on_hours = get_power_on_hours_from(device)
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energy_kwh = (power_on_hours * avg_watts) / 1000
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# CO2 emissions based on global average electricity mix
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co2_per_kwh = 0.475
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co2_emissions = energy_kwh * co2_per_kwh
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return EnvironmentalImpact(co2_emissions=co2_emissions)
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def get_power_on_hours_from(device: Device) -> int:
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storage_components = device.components[9]
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str_time = storage_components.get('time of used', -1)
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uptime_in_hours = convert_str_time_to_hours(str_time)
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return uptime_in_hours
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def convert_str_time_to_hours(time_str: str) -> int:
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multipliers = {'y': 365 * 24, 'd': 24, 'h': 1}
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return sum(int(part[:-1]) * multipliers[part[-1]] for part in time_str.split())
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@ -1,3 +1,8 @@
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from dataclasses import dataclass
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from django.db import models
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from django.db import models
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# Create your models here.
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@dataclass
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class EnvironmentalImpact:
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carbon_saved: float = 0.0
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co2_emissions: float = 0.0
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@ -1,3 +0,0 @@
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from django.test import TestCase
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# Create your tests here.
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environmental_impact/tests/__init__.py
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environmental_impact/tests/__init__.py
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environmental_impact/tests/test_dummy_calculator.py
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environmental_impact/tests/test_dummy_calculator.py
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@ -0,0 +1,44 @@
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from unittest.mock import patch
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import uuid
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from django.test import TestCase
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from device.models import Device
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from environmental_impact.models import EnvironmentalImpact
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from environmental_impact.algorithms.dummy_calculator import DummyEnvironmentalImpactAlgorithm
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from evidence.models import Evidence
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class DummyEnvironmentalImpactAlgorithmTests(TestCase):
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@patch('evidence.models.Evidence.get_doc', return_value={'credentialSubject': {}})
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@patch('evidence.models.Evidence.get_time', return_value=None)
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def setUp(self, mock_get_time, mock_get_doc):
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self.device = Device(id='1')
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evidence = self.device.last_evidence = Evidence(uuid=uuid.uuid4())
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evidence.inxi = True
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evidence.doc = {'credentialSubject': {}}
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self.algorithm = DummyEnvironmentalImpactAlgorithm()
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def test_get_power_on_hours_from_legacy_device(self):
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# TODO is there a way to check that?
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pass
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@patch('evidence.models.Evidence.get_components', return_value=[0, 0, 0, 0, 0, 0, 0, 0, 0, {'time of used': '1y 2d 3h'}])
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def test_get_power_on_hours_from_inxi_device(self, mock_get_components):
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hours = self.algorithm.get_power_on_hours_from(self.device)
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self.assertEqual(
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hours, 8811, "Inxi-parsed devices should correctly compute power-on hours")
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@patch('evidence.models.Evidence.get_components', return_value=[0, 0, 0, 0, 0, 0, 0, 0, 0, {'time of used': '1y 2d 3h'}])
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def test_convert_str_time_to_hours(self, mock_get_components):
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result = self.algorithm.convert_str_time_to_hours('1y 2d 3h', False)
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self.assertEqual(
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result, 8811, "String to hours conversion should match expected output")
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@patch('evidence.models.Evidence.get_components', return_value=[0, 0, 0, 0, 0, 0, 0, 0, 0, {'time of used': '1y 2d 3h'}])
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def test_environmental_impact_calculation(self, mock_get_components):
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impact = self.algorithm.get_device_environmental_impact(self.device)
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self.assertIsInstance(impact, EnvironmentalImpact,
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"Output should be an EnvironmentalImpact instance")
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expected_co2 = 8811 * 40 * 0.475 / 1000
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self.assertAlmostEqual(impact.co2_emissions, expected_co2,
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2, "CO2 emissions calculation should be accurate")
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@ -0,0 +1,17 @@
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from environmental_impact.algorithms.algorithm_factory import FactoryEnvironmentImpactAlgorithm
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from django.test import TestCase
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from environmental_impact.algorithms.dummy_calculator import DummyEnvironmentalImpactAlgorithm
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class FactoryEnvironmentImpactAlgorithmTests(TestCase):
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def test_valid_algorithm_name(self):
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algorithm = FactoryEnvironmentImpactAlgorithm.run_environmental_impact_calculation(
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'dummy_calc')
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self.assertIsInstance(algorithm, DummyEnvironmentalImpactAlgorithm,
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"Factory should return a DummyEnvironmentalImpactAlgorithm instance")
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def test_invalid_algorithm_name(self):
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with self.assertRaises(ValueError):
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FactoryEnvironmentImpactAlgorithm.run_environmental_impact_calculation(
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'invalid_calc')
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