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activitysim/abm/models/util/test/test_vehicle_type_alts.py
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# ActivitySim | ||
# See full license in LICENSE.txt. | ||
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import pandas as pd | ||
import pandas.testing as pdt | ||
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from activitysim.abm.models.vehicle_type_choice import ( | ||
get_combinatorial_vehicle_alternatives, | ||
construct_model_alternatives, | ||
VehicleTypeChoiceSettings | ||
) | ||
from activitysim.core import workflow | ||
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def test_vehicle_type_alts(): | ||
state = workflow.State.make_default(__file__) | ||
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alts_cats_dict = { | ||
"body_type": ["Car", "SUV"], | ||
"fuel_type": ["Gas", "BEV"], | ||
"age": [1, 2, 3], | ||
} | ||
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alts_wide, alts_long = get_combinatorial_vehicle_alternatives(alts_cats_dict) | ||
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# alts are initially constructed combinatorially | ||
assert len(alts_long) == 12, "alts_long should have 12 rows" | ||
assert len(alts_wide) == 12, "alts_wide should have 12 rows" | ||
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model_settings = VehicleTypeChoiceSettings.model_construct() | ||
model_settings.combinatorial_alts = alts_cats_dict | ||
model_settings.PROBS_SPEC = None | ||
model_settings.WRITE_OUT_ALTS_FILE = False | ||
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# constructing veh type data with missing alts | ||
vehicle_type_data = pd.DataFrame( | ||
data={ | ||
"body_type": ["Car", "Car", "Car", "SUV", "SUV"], | ||
"fuel_type": ["Gas", "Gas", "BEV", "Gas", "BEV"], | ||
"age": ['1', '2', '3', '1', '2'], | ||
"dummy_data": [1, 2, 3, 4, 5], | ||
}, | ||
index=[0, 1, 2, 3, 4], | ||
) | ||
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alts_wide, alts_long = construct_model_alternatives( | ||
state, model_settings, alts_cats_dict, vehicle_type_data | ||
) | ||
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# should only have alts left that are in the file | ||
assert len(alts_long) == 5, "alts_long should have 5 rows" | ||
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# indexes need to be the same to choices match alts | ||
pdt.assert_index_equal(alts_long.index, alts_wide.index) | ||
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# columns need to be in correct order for downstream configs | ||
pdt.assert_index_equal(alts_long.columns, pd.Index(["body_type", "age", "fuel_type"])) |