How to use the eemeter.ee.meter.EnergyEfficiencyMeter function in eemeter

def test_bad_meter_input(monkeypatch_temperature_data):

    meter = EnergyEfficiencyMeter()

    results = meter.evaluate({})

    assert results['status'] == 'FAILURE'
    assert results['failure_message'].startswith("Meter input")

def test_ignore_extra_args_daily(
        meter_input_daily_elec,
        monkeypatch_temperature_data):

    meter = EnergyEfficiencyMeter()

    results = meter.evaluate(meter_input_daily_elec,
                             model=(None, {'fit_cdd': True, 'grid_search': True, 'extra_arg': 'value'}),
                             formatter=None)

    assert results['meter_kwargs'] == {}
    assert results['model_class'] == 'CaltrackDailyModel'
    assert results['model_kwargs'] == {'fit_cdd': True, 'grid_search': True, 'extra_arg': 'value'}

def test_basic_usage_daily_supplied_weather_source(
        meter_input_daily, monkeypatch_temperature_data,
            mock_isd_weather_source):

    meter = EnergyEfficiencyMeter()

    results = meter.evaluate(meter_input_daily,
        weather_source=mock_isd_weather_source)

    assert results['status'] == 'SUCCESS'
    assert results['failure_message'] is None
    assert len(results['logs']) == 2

    assert results['eemeter_version'] is not None

    assert results['project_id'] == 'PROJECT_1'
    assert results['trace_id'] == 'TRACE_1'
    assert results['interval'] == 'daily'

    assert results['meter_kwargs'] == {}
    assert results['model_class'] == 'CaltrackDailyModel'

def test_custom_evaluate_args_monthly(
        meter_input_monthly,
        monkeypatch_temperature_data):

    meter = EnergyEfficiencyMeter()

    results = meter.evaluate(meter_input_monthly,
                             model=None,
                             formatter=None)

    assert results['meter_kwargs'] == {}
    assert results['model_class'] == 'CaltrackMonthlyModel'
    assert results['model_kwargs'] == {'fit_cdd': True, 'grid_search': True}
    assert results['formatter_class'] == 'ModelDataBillingFormatter'
    assert results['formatter_kwargs'] == {}

    results = meter.evaluate(meter_input_monthly,
                             model=(None, None),
                             formatter=(None, None))

    assert results['meter_kwargs'] == {}

def test_basic_usage_baseline_only(
        meter_input_daily_baseline_only,
        monkeypatch_temperature_data):

    meter = EnergyEfficiencyMeter()

    results = meter.evaluate(meter_input_daily_baseline_only)

    assert results['status'] == 'SUCCESS'
    assert results['failure_message'] is None
    assert len(results['logs']) == 2

    assert results['eemeter_version'] is not None
    assert results['meter_kwargs'] == {}
    assert results['model_class'] == 'CaltrackDailyModel'
    assert results['model_kwargs'] is not None
    assert results['formatter_class'] == 'ModelDataFormatter'
    assert results['formatter_kwargs'] is not None

    assert results['modeled_energy_trace'] is not None

def test_basic_usage_hourly(
        meter_input_hourly, monkeypatch_temperature_data):

    meter = EnergyEfficiencyMeter()

    results = meter.evaluate(meter_input_hourly)

    assert results['status'] == 'SUCCESS'
    assert results['failure_message'] is None
    assert len(results['logs']) == 2

    assert results['eemeter_version'] is not None

    assert results['project_id'] == 'PROJECT_1'
    assert results['trace_id'] == 'TRACE_1'
    assert results['interval'] == 'hourly'

    assert results['meter_kwargs'] == {}
    assert results['model_class'] == 'CaltrackDailyModel'
    assert results['model_kwargs'] is not None

def test_ignore_extra_args_monthly(
        meter_input_monthly,
        monkeypatch_temperature_data):

    meter = EnergyEfficiencyMeter()

    results = meter.evaluate(meter_input_monthly,
                             model=(None, {'grid_search': True, 'extra_arg': 'value'}),
                             formatter=None)

    assert results['meter_kwargs'] == {}
    assert results['model_class'] == 'CaltrackMonthlyModel'
    assert results['model_kwargs'] == {'fit_cdd': True, 'grid_search': True, 'extra_arg': 'value'}

def test_basic_usage_daily_period_start_end(
        meter_input_daily_with_period_start_end,
        monkeypatch_temperature_data):

    meter = EnergyEfficiencyMeter()

    results = meter.evaluate(meter_input_daily_with_period_start_end)

    assert results['status'] == 'SUCCESS'
    assert results['failure_message'] is None
    assert len(results['logs']) == 2

    assert results['eemeter_version'] is not None

    assert results['project_id'] == 'PROJECT_1'
    assert results['trace_id'] == 'TRACE_1'
    assert results['interval'] == 'daily'

    assert results['meter_kwargs'] == {}
    assert results['model_class'] == 'CaltrackDailyModel'
    assert results['model_kwargs'] is not None

def test_basic_usage_daily(
        meter_input_daily, monkeypatch_temperature_data):

    meter = EnergyEfficiencyMeter()

    results = meter.evaluate(meter_input_daily)

    assert results['status'] == 'SUCCESS'
    assert results['failure_message'] is None
    assert len(results['logs']) == 2

    assert results['eemeter_version'] is not None

    assert results['project_id'] == 'PROJECT_1'
    assert results['trace_id'] == 'TRACE_1'
    assert results['interval'] == 'daily'

    assert results['meter_kwargs'] == {}
    assert results['model_class'] == 'CaltrackDailyModel'
    assert results['model_kwargs'] is not None

def test_meter_settings_cz2010(meter_input_daily):
    meter = EnergyEfficiencyMeter(
        weather_station_mapping='CZ2010',
        weather_normal_station_mapping='CZ2010'
    )
    assert meter.weather_station_mapping == 'CZ2010'
    assert meter.weather_normal_station_mapping == 'CZ2010'

    results = meter.evaluate(meter_input_daily)
    assert results['logs'][0] == 'Using weather_source ISDWeatherSource("722880")'
    assert results['logs'][1] == 'Using weather_normal_source CZ2010WeatherSource("722880")'
    assert results['status'] == 'SUCCESS'
    assert results['meter_kwargs'] == {
        'weather_station_mapping': 'CZ2010',
        'weather_normal_station_mapping': 'CZ2010'
    }