def execute(self):
result = GovernmentalEmploymentLocationChoiceModelConfigurationCreator.execute(self)
result['import'] = {
'psrc_parcel.models.%s' % self._model_name: 'ScalingJobsModelByGeography'
}
result['init']['name'] = 'ScalingJobsModelByGeography'
result["run"]["arguments"]["geography_set"] = 'zone'
return result
def execute(self):
conf = GovernmentalEmploymentLocationChoiceModelConfigurationCreator.execute(
self)
conf['import'] = {
'washtenaw.models.regional_scaling_jobs_model':
'RegionalScalingJobsModel'
}
conf['init']['name'] = 'RegionalScalingJobsModel'
return conf
def execute(self):
conf = GovernmentalEmploymentLocationChoiceModelConfigurationCreator.execute(self)
conf['import'] = {'washtenaw.models.regional_scaling_jobs_model': 'RegionalScalingJobsModel'}
conf['init']['name'] = 'RegionalScalingJobsModel'
return conf
def _get_initial_config(self):
"""Encapsulate dirty inner workings"""
debuglevel = 4
config = {
'models_configuration': {
'development_project_types': DevelopmentProjectTypesConfigurationCreator(
commercial = DevelopmentProjectTypeConfigurationCreator(
categories = [1000, 2000, 5000, 10000],
#categories = [],
developable_maximum_unit_variable_full_name = 'urbansim.gridcell.developable_maximum_commercial_sqft',
developable_minimum_unit_variable_full_name = 'urbansim.gridcell.developable_minimum_commercial_sqft',
residential = False,
units = 'commercial_sqft',
),
industrial = DevelopmentProjectTypeConfigurationCreator(
categories = [1000,2000,5000,10000],
#categories = [],
developable_maximum_unit_variable_full_name = 'urbansim.gridcell.developable_maximum_industrial_sqft',
developable_minimum_unit_variable_full_name = 'urbansim.gridcell.developable_minimum_industrial_sqft',
residential = False,
units = 'industrial_sqft',
),
residential = DevelopmentProjectTypeConfigurationCreator(
categories = [1,2,3,5,10,20],
#categories = [],
developable_maximum_unit_variable_full_name = 'urbansim.gridcell.developable_maximum_residential_units',
developable_minimum_unit_variable_full_name = 'urbansim.gridcell.developable_minimum_residential_units',
residential = True,
units = 'residential_units',
)
).execute(),
'residential_development_project_location_choice_model':{
'controller': DevelopmentProjectLocationChoiceModelConfigurationCreator(
project_type = 'residential',
coefficients_table = 'residential_development_location_choice_model_coefficients',
specification_table = 'residential_development_location_choice_model_specification',
#submodel_string = None
).execute(),
},
'commercial_development_project_location_choice_model':{
'controller': DevelopmentProjectLocationChoiceModelConfigurationCreator(
project_type = 'commercial',
coefficients_table = 'commercial_development_location_choice_model_coefficients',
specification_table = 'commercial_development_location_choice_model_specification',
#submodel_string = None
).execute(),
},
'industrial_development_project_location_choice_model':{
'controller': DevelopmentProjectLocationChoiceModelConfigurationCreator(
project_type = 'industrial',
coefficients_table = 'industrial_development_location_choice_model_coefficients',
specification_table = 'industrial_development_location_choice_model_specification',
#submodel_string = None
).execute(),
},
'prescheduled_events': {
'controller': PrescheduledEventsConfigurationCreator(
output_events = 'development_events',
).execute(),
},
'events_coordinator': {
'controller': EventsCoordinatorConfigurationCreator(
input_events = 'development_events',
output_changed_indices = 'changed_indices',
).execute(),
'default_type_of_change':DevelopmentEventTypeOfChange.ADD,
},
'home_based_choice_model': {
'controller': HomeBasedChoiceModelConfigurationCreator().execute(),
},
'auto_ownership_choice_model': {
'controller': AutoOwnershipChoiceModelConfigurationCreator().execute(),
},
'residential_land_share_model': {
'controller': ResidentialLandShareModelConfigurationCreator(
debuglevel = debuglevel,
input_changed_indices = 'changed_indices',
).execute(),
},
'land_price_model': {
'controller': LandPriceModelConfigurationCreator(
debuglevel = debuglevel,
).execute(),
},
'development_project_transition_model': {
'controller': DevelopmentProjectTransitionModelConfigurationCreator(
debuglevel = debuglevel,
output_results = 'dptm_results',
).execute(),
},
'development_event_transition_model': {
'controller': DevelopmentEventTransitionModelConfigurationCreator(
input_projects = 'dptm_results',
output_events = 'development_events',
).execute(),
},
'household_transition_model': {
'controller': HouseholdTransitionModelConfigurationCreator().execute(),
},
'employment_transition_model': {
'controller': EmploymentTransitionModelConfigurationCreator().execute(),
},
'household_relocation_model': {
'controller': HouseholdRelocationModelConfigurationCreator(
output_index = 'hrm_index',
).execute(),
},
'household_location_choice_model': {
'controller': HouseholdLocationChoiceModelConfigurationCreator(
input_index = 'hrm_index',
).execute(),
},
'employment_relocation_model': {
'controller': EmploymentRelocationModelConfigurationCreator(
output_index = 'erm_index',
).execute(),
},
'employment_location_choice_model': {
'controller': EmploymentLocationChoiceModelConfigurationCreator(
input_index = 'erm_index',
).execute(),
},
# These are deviations from the general ELCM for the two home_based ELCMs (sfh, mfh)
'home_based_employment_location_choice_model': {
'controller': HomeBasedEmploymentLocationChoiceModelConfigurationCreator(
input_index = 'erm_index',
).execute(),
},
'governmental_employment_location_choice_model': {
'controller': GovernmentalEmploymentLocationChoiceModelConfigurationCreator(
input_index = 'erm_index',
).execute(),
},
'distribute_unplaced_jobs_model': {
'controller': DistributeUnplacedJobsModelConfigurationCreator().execute(),
},
'real_estate_price_model': {
'controller': RealEstatePriceModelConfigurationCreator().execute(),
},
'building_transition_model': {
'controller': BuildingTransitionModelConfigurationCreator().execute(),
},
'building_relocation_model': {
'controller': BuildingRelocationModelConfigurationCreator(
output_index = 'brm_index',
).execute(),
},
'building_location_choice_model': {
'controller': BuildingLocationChoiceModelConfigurationCreator(
input_index = 'brm_index',
).execute(),
},
},
'model_system':'urbansim.model_coordinators.model_system',
'models':[ # models are executed in the same order as in this list
"prescheduled_events",
"events_coordinator",
"residential_land_share_model",
'land_price_model',
'development_project_transition_model',
'residential_development_project_location_choice_model',
'commercial_development_project_location_choice_model',
'industrial_development_project_location_choice_model',
"development_event_transition_model",
"events_coordinator",
"residential_land_share_model",
"household_transition_model",
"employment_transition_model",
"household_relocation_model",
"household_location_choice_model",
"employment_relocation_model",
{"employment_location_choice_model": {"group_members": "_all_"}},
"distribute_unplaced_jobs_model"
],
'years':(2001, 2030),
'debuglevel':debuglevel,
'flush_variables':False,
'seed':None,#(0,0),
'chunk_specification':{ # Default value
'nchunks':1,
},
'datasets_to_cache_after_each_model':[ # datasets to be cached after each model,
'gridcell',
'household',
'job'],
'datasets_to_preload': { # Datasets that should be loaded before each year, e.g. in order to pass them as model arguments.
'gridcell':{ # All remaining datasets are used via SessionConfiguration
'nchunks':2
}, # linked to the cache.
'household':{
},
'job':{
},
'zone':{
},
'development_type':{},
'target_vacancy':{},
'development_event_history':{},
'development_constraint':{},
'job_building_type':{},
# 'building_type':{},
# 'building':{},
'vacant_land_and_building_type':{},
'urbansim_constant':{},
},
'dataset_pool_configuration': DatasetPoolConfiguration(
package_order=['urbansim', 'opus_core'],
),
'services_database_configuration':ServicesDatabaseConfiguration(),
}
return config
def __init__(self):
Configuration.__init__(self)
self['models'] = [
'real_estate_price_model',
'development_project_transition_model',
'commercial_development_project_location_choice_model',
'industrial_development_project_location_choice_model',
'residential_development_project_location_choice_model',
'add_projects_to_buildings',
'household_transition_model',
'employment_transition_model',
'household_relocation_model',
'household_location_choice_model',
'employment_relocation_model',
{
'employment_location_choice_model': {
'group_members': '_all_'
}
},
'distribute_unplaced_jobs_model',
]
self['model_system'] = 'urbansim.model_coordinators.model_system'
my_controller_configuration = {
'real_estate_price_model':
RealEstatePriceModelConfigurationCreator(
dataset='building',
outcome_attribute='ln_unit_price=ln(building.avg_value)',
submodel_string='building_type_id',
filter_variable=None,
).execute(),
'residential_development_project_location_choice_model':
DevelopmentProjectLocationChoiceModelConfigurationCreator(
project_type='residential',
coefficients_table=
'residential_development_location_choice_model_coefficients',
specification_table=
'residential_development_location_choice_model_specification',
units='residential_units',
sampler=None,
capacity_string=
'urbansim_zone.zone.developable_residential_units',
).execute(),
'commercial_development_project_location_choice_model':
DevelopmentProjectLocationChoiceModelConfigurationCreator(
project_type='commercial',
coefficients_table=
'commercial_development_location_choice_model_coefficients',
specification_table=
'commercial_development_location_choice_model_specification',
units='commercial_job_spaces',
sampler=None,
).execute(),
'industrial_development_project_location_choice_model':
DevelopmentProjectLocationChoiceModelConfigurationCreator(
project_type='industrial',
coefficients_table=
'industrial_development_location_choice_model_coefficients',
specification_table=
'industrial_development_location_choice_model_specification',
units='industrial_job_spaces',
sampler=None,
).execute(),
'development_project_transition_model':
DevelopmentProjectTransitionModelConfigurationCreator(
vacancy_variables={
"commercial":
"urbansim_zone.zone.number_of_vacant_commercial_jobs",
"industrial":
"urbansim_zone.zone.number_of_vacant_industrial_jobs"
},
output_results='dptm_results',
).execute(),
'add_projects_to_buildings':
AddProjectsToBuildingsConfigurationCreator().execute(),
'employment_transition_model':
EmploymentTransitionModelConfigurationCreator(
location_id_name="zone_id", ).execute(),
'household_transition_model':
HouseholdTransitionModelConfigurationCreator(
location_id_name="zone_id", ).execute(),
'employment_relocation_model':
EmploymentRelocationModelConfigurationCreator(
location_id_name='zone_id',
output_index='erm_index').execute(),
'household_relocation_model':
HouseholdRelocationModelConfigurationCreator(
location_id_name='zone_id',
output_index='hrm_index',
).execute(),
'household_location_choice_model':
HouseholdLocationChoiceModelConfigurationCreator(
location_set="zone",
capacity_string='urbansim_zone.zone.vacant_residential_units',
estimation_weight_string=
'urbansim_zone.zone.vacant_residential_units',
portion_to_unplace=1 / 3.0,
nchunks=3,
number_of_units_string=None,
input_index='hrm_index',
).execute(),
'employment_location_choice_model':
EmploymentLocationChoiceModelConfigurationCreator(
location_set="zone",
input_index='erm_index',
agents_for_estimation_table="jobs_for_estimation",
estimation_weight_string=None,
number_of_units_string=None,
portion_to_unplace=0,
capacity_string="urbansim_zone.zone.number_of_vacant_SSS_jobs",
).execute(),
'home_based_employment_location_choice_model':
EmploymentLocationChoiceModelConfigurationCreator(
location_set="zone",
input_index='erm_index',
estimation_weight_string="urbansim.zone.number_of_households",
agents_for_estimation_table=
None, # will take standard jobs table
estimation_size_agents=0.5,
number_of_units_string=None,
portion_to_unplace=0,
capacity_string="urbansim.zone.number_of_households",
).execute(),
'governmental_employment_location_choice_model':
GovernmentalEmploymentLocationChoiceModelConfigurationCreator(
input_index='erm_index', location_set='zone').execute(),
'distribute_unplaced_jobs_model':
DistributeUnplacedJobsModelConfigurationCreator(
location_set='zone').execute(),
}
self['models_configuration'] = {}
for model in my_controller_configuration.keys():
if model not in self["models_configuration"].keys():
self["models_configuration"][model] = {}
self['models_configuration'][model][
'controller'] = my_controller_configuration[model]
self["datasets_to_preload"] = {
'building': {},
'zone': {},
'household': {},
'job': {},
'job_building_type': {},
'target_vacancy': {},
'development_event_history': {},
'building_type': {}
}