def __init__(self):
config = UrbansimParcelConfiguration()
config_changes = {
"description": "data preparation for PSRC parcel",
"cache_directory": None,
"creating_baseyear_cache_configuration": CreatingBaseyearCacheConfiguration(
cache_directory_root=r"/Users/hana/urbansim_cache/psrc/parcel",
# cache_directory_root = r'/urbansim_cache/psrc_parcel',
# cache_directory_root = r'/workspace/urbansim_cache/psrc_parcel',
cache_from_database=False,
baseyear_cache=BaseyearCacheConfiguration(
existing_cache_to_copy=r"/Users/hana/urbansim_cache/psrc/cache_source_parcel",
# existing_cache_to_copy = r'/urbansim_cache/psrc_parcel/cache_source',
# existing_cache_to_copy = r'/workspace/urbansim_cache/psrc_parcel/estimation',
years_to_cache=[2000],
),
cache_scenario_database="urbansim.model_coordinators.cache_scenario_database",
),
"dataset_pool_configuration": DatasetPoolConfiguration(
package_order=["psrc_parcel", "urbansim_parcel", "urbansim", "opus_core"]
),
"base_year": 2000,
"years": (2001, 2001),
"models": [ # models are executed in the same order as in this list
"employment_relocation_model",
{"employment_location_choice_model": {"group_members": "_all_"}},
],
"datasets_to_preload": {"zone": {}, "job": {}, "job_building_type": {}, "building": {}},
}
# use configuration in config as defaults and merge with config_changes
config.replace(config_changes)
self.merge(config)
self["models_configuration"]["non_home_based_employment_location_choice_model"] = {}
self["models_configuration"]["non_home_based_employment_location_choice_model"][
"controller"
] = EmploymentLocationChoiceModelByZonesConfigurationCreator(
location_set="building",
input_index="erm_index",
sampler=None,
capacity_string="urbansim_parcel.building.vacant_non_home_based_job_space",
number_of_units_string=None,
lottery_max_iterations=30,
).execute()
self["models_configuration"]["home_based_employment_location_choice_model"] = {}
self["models_configuration"]["home_based_employment_location_choice_model"][
"controller"
] = EmploymentLocationChoiceModelByZonesConfigurationCreator(
location_set="building",
input_index="erm_index",
sampler=None,
capacity_string="urbansim_parcel.building.vacant_home_based_job_space",
number_of_units_string=None,
lottery_max_iterations=30,
).execute()
self["models_configuration"]["employment_relocation_model"][
"controller"
] = EmploymentRelocationModelConfigurationCreator(
location_id_name="building_id", probabilities=None, rate_table=None, output_index="erm_index"
).execute()
def __init__(self):
config = UrbansimParcelConfiguration()
config_changes = {
'description':'data preparation for PSRC parcel (buildings)',
'cache_directory': None,
'creating_baseyear_cache_configuration': CreatingBaseyearCacheConfiguration(
#cache_directory_root = r'/Users/hana/urbansim_cache/psrc/parcel',
cache_directory_root = r'/urbansim_cache/psrc_parcel',
#cache_directory_root = r'/workspace/urbansim_cache/psrc_parcel',
cache_from_database = False,
baseyear_cache = BaseyearCacheConfiguration(
#existing_cache_to_copy = r'/Users/hana/urbansim_cache/psrc/cache_source_parcel',
existing_cache_to_copy = r'/urbansim_cache/psrc_parcel/cache_source',
#existing_cache_to_copy = r'/workspace/urbansim_cache/psrc_parcel/estimation',
years_to_cache = [2000]
),
cache_scenario_database = 'urbansim.model_coordinators.cache_scenario_database',
),
'dataset_pool_configuration': DatasetPoolConfiguration(
package_order=['psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'],
),
'base_year':2000,
'years':(2001, 2001),
'models':[ # models are executed in the same order as in this list
"expected_sale_price_model",
"development_proposal_choice_model",
"building_construction_model",
],
"datasets_to_preload":{
'zone':{},
'household':{},
'building': {},
#'development_project_proposal': {}
},
"datasets_to_cache_after_each_model": [
'parcel', 'building', 'development_project_proposal', 'household', 'job'
]
}
#use configuration in config as defaults and merge with config_changes
config.replace(config_changes)
self.merge(config)
self['models_configuration']['development_proposal_choice_model']['controller']["import"] = {
"psrc_parcel.models.development_proposal_sampling_model_by_zones":
"DevelopmentProposalSamplingModelByZones"
}
self['models_configuration']['development_proposal_choice_model']['controller']["init"]["name"] =\
"DevelopmentProposalSamplingModelByZones"
self['models_configuration']['development_proposal_choice_model']['controller']['run']['arguments']["zones"] = 'zone'
self['models_configuration']['development_proposal_choice_model']['controller']['run']['arguments']["type"] = "'non_residential'"
self['models_configuration']['expected_sale_price_model']['controller']["init"]['arguments']["filter_attribute"] = "'urbansim_parcel.development_project_proposal.is_size_fit'"
self['models_configuration']['expected_sale_price_model']['controller']["prepare_for_run"]['arguments']["parcel_filter"] = \
"'numpy.logical_and(numpy.logical_or(numpy.logical_not(urbansim_parcel.parcel.is_residential_land_use_type), numpy.logical_and(parcel.land_use_type_id==26, urbansim_parcel.parcel.is_non_residential_plan_type)), urbansim_parcel.parcel.vacant_land_area > 0)'"
#"'numpy.logical_or(parcel.land_use_type_id==26, numpy.logical_and(urbansim_parcel.parcel.is_residential_land_use_type, urbansim_parcel.parcel.vacant_land_area > 0))'"
self['models_configuration']['building_construction_model']['controller']["run"]['arguments']["consider_amount_built_in_parcels"] = False
self['models_configuration']['building_construction_model']['controller']['run']['arguments']["current_year"] = 2000
def __init__(self):
config = UrbansimParcelConfiguration()
config_changes = {
'description':'data preparation for PSRC parcel (households)',
'cache_directory': None,
'creating_baseyear_cache_configuration': CreatingBaseyearCacheConfiguration(
cache_directory_root = r'/Users/hana/urbansim_cache/psrc/parcel',
#cache_directory_root = r'/urbansim_cache/psrc_parcel',
#cache_directory_root = r'/workspace/urbansim_cache/psrc_parcel',
cache_from_database = False,
baseyear_cache = BaseyearCacheConfiguration(
existing_cache_to_copy = r'/Users/hana/urbansim_cache/psrc/cache_source_parcel',
#existing_cache_to_copy = r'/urbansim_cache/psrc_parcel/cache_source',
#existing_cache_to_copy = r'/workspace/urbansim_cache/psrc_parcel/estimation',
years_to_cache = [2000]
),
cache_scenario_database = 'urbansim.model_coordinators.cache_scenario_database',
),
'dataset_pool_configuration': DatasetPoolConfiguration(
package_order=['psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'],
),
'base_year':2000,
'years':(2001, 2001),
'models':[ # models are executed in the same order as in this list
"household_relocation_model",
"household_location_choice_model",
],
"datasets_to_preload":{
'zone':{},
'household':{},
'building': {}
}
}
#use configuration in config as defaults and merge with config_changes
config.replace(config_changes)
self.merge(config)
self['models_configuration']['household_location_choice_model'] = {}
self['models_configuration']['household_location_choice_model']['controller'] = \
HouseholdLocationChoiceModelByZonesConfigurationCreator(
location_set = "building",
sampler = None,
input_index = 'hrm_index',
capacity_string = "urbansim_parcel.building.vacant_residential_units",
number_of_units_string = None,
nchunks=1,
lottery_max_iterations=20
).execute()
self['models_configuration']['household_relocation_model']['controller'] = \
HouseholdRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
rate_dataset_name = None,
output_index = 'hrm_index').execute()
def __init__(self):
opus_home = os.environ["OPUS_HOME"]
config = UrbansimParcelConfiguration()
config_changes = {
"project_name": "seattle_parcel",
"description": "Seattle parcel baseline",
"cache_directory": os.path.join(os.environ["OPUS_HOME"], "data/vibe_parcel/base_year_data"),
"creating_baseyear_cache_configuration": CreatingBaseyearCacheConfiguration(
cache_directory_root=os.path.join(os.environ["OPUS_HOME"], "data/vibe_parcel/runs"),
cache_from_database=True,
baseyear_cache=BaseyearCacheConfiguration(
existing_cache_to_copy=os.path.join(os.environ["OPUS_HOME"], "data/vibe_parcel/base_year_data")
),
cache_scenario_database="urbansim.model_coordinators.cache_scenario_database",
tables_to_cache=[
"households",
"persons",
"buildings",
"parcels",
"gridcells",
"zones",
"jobs",
"households_for_estimation",
"jobs_for_estimation",
"development_event_history",
"travel_data",
"building_types",
"job_building_types",
"urbansim_constants",
"target_vacancies",
"home_based_employment_location_choice_model_coefficients",
"home_based_employment_location_choice_model_specification",
"non_home_based_employment_location_choice_model_coefficients",
"non_home_based_employment_location_choice_model_specification",
"household_location_choice_model_coefficients",
"household_location_choice_model_specification",
"real_estate_price_model_coefficients",
"real_estate_price_model_specification",
"annual_household_control_totals",
"annual_relocation_rates_for_households",
"household_characteristics_for_ht",
"annual_employment_control_totals",
"annual_relocation_rates_for_jobs",
"land_use_types",
"generic_land_use_types",
"employment_sectors",
"employment_adhoc_sector_groups",
"employment_adhoc_sector_group_definitions",
"development_templates",
"development_template_components",
"development_constraints",
"building_sqft_per_job",
"fazes",
"large_areas",
"demolition_cost_per_sqft",
"constant_taz_columns",
],
tables_to_cache_nchunks={"parcels": 1},
unroll_gridcells=False,
),
"scenario_database_configuration": ScenarioDatabaseConfiguration(database_name="urbansim"),
"dataset_pool_configuration": DatasetPoolConfiguration(
# package_order=['psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'],
# ),
package_order=["psrc_parcel", "urbansim_parcel", "urbansim", "opus_core"]
),
"base_year": 2011,
"years": (2012, 2014),
"models": [ # models are executed in the same order as in this list
# "process_pipeline_events", # uncomented by model
"real_estate_price_model",
"expected_sale_price_model",
"development_proposal_choice_model",
"building_construction_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'
],
"models_in_year": {
2011: [ # This is not run anymore, since all jobs are located and only a few households are not.
"household_relocation_model_for_2011",
"household_location_choice_model_for_2011",
# "employment_relocation_model_for_1980",
# {"employment_location_choice_model":{'group_members': '_all_'}}
]
},
"flush_dataset_to_cache_after_each_model": False,
"flush_variables": False,
"low_memory_run": False,
"datasets_to_cache_after_each_model": [
"parcel",
"building",
"household", #'job',
"development_project_proposal_component", # to be cached for diagnostic purpose (lmwang)
"development_project_proposal",
"travel_data",
],
"unroll_gridcells": False,
"datasets_to_preload": {
"zone": {},
"household": {},
"building": {},
"parcel": {"package_name": "urbansim_parcel"},
"person": {"package_name": "urbansim_parcel"},
"development_template": {"package_name": "urbansim_parcel"},
"development_template_component": {"package_name": "urbansim_parcel"},
#'job':{},
"building_type": {"package_name": "urbansim_parcel"},
"travel_data": {},
# "job_building_type":{}
},
}
config.replace(config_changes)
"""config['models_configuration']["household_location_choice_model"]["controller"]["import"] = \
{"psrc_parcel.models.household_location_choice_model" : "HouseholdLocationChoiceModel"}
config['models_configuration']["employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration']["home_based_employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration']['household_relocation_model_for_1980'] = {}
config['models_configuration']['household_relocation_model_for_1980']['controller'] = \
HouseholdRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'hrm_index').execute()
config['models_configuration']['household_location_choice_model_for_1980'] = Configuration(
config['models_configuration']['household_location_choice_model']
)
config['models_configuration']['household_location_choice_model_for_1980']['controller']['run']['arguments']['chunk_specification'] = "{'nchunks':1}"
config['models_configuration']['household_location_choice_model_for_1980']['controller']['run']['arguments']['maximum_runs'] = 1
config['models_configuration']['employment_relocation_model_for_1980'] = {}
config['models_configuration']['employment_relocation_model_for_1980']['controller'] = \
EmploymentRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'erm_index').execute()"""
if self.multiple_runs:
from multiple_runs_modification import MultipleRunsModification
MultipleRunsModification().modify_configuration(config)
self.merge(config)
def __init__(self):
config = UrbansimParcelConfiguration()
if os.environ.has_key('OPUS_DATA_PATH'):
data_path_prefix = os.path.join(os.environ['OPUS_DATA_PATH'],
'psrc_parcel')
else:
data_path_prefix = os.path.join(os.environ['OPUS_HOME'],
'data/psrc_parcel')
config_changes = {
'project_name':
'psrc_parcel',
'description':
'PSRC parcel baseline',
'cache_directory':
os.path.join(data_path_prefix, 'base_year_data'),
'creating_baseyear_cache_configuration':
CreatingBaseyearCacheConfiguration(
cache_directory_root=os.path.join(data_path_prefix, 'runs'),
cache_from_database=False,
baseyear_cache=BaseyearCacheConfiguration(
years_to_cache=[2000],
#existing_cache_to_copy = r'/urbansim_cache/psrc_parcel/runs/cache_hh_persons_init',
existing_cache_to_copy=os.path.join(
data_path_prefix, 'base_year_data'),
),
cache_scenario_database=
'urbansim.model_coordinators.cache_scenario_database',
tables_to_cache=[
#'business',
'households',
'buildings',
'parcels',
'gridcells',
'zones',
"jobs",
"households_for_estimation",
"households_for_estimation_LAG1",
"jobs_for_estimation",
#"development_event_history",
"persons",
"persons_for_estimation",
"travel_data",
"building_types",
"job_building_types",
'urbansim_constants',
"target_vacancies",
"home_based_employment_location_choice_model_coefficients",
"home_based_employment_location_choice_model_specification",
"non_home_based_employment_location_choice_model_coefficients",
"non_home_based_employment_location_choice_model_specification",
"household_location_choice_model_coefficients",
"household_location_choice_model_specification",
"real_estate_price_model_coefficients",
"real_estate_price_model_specification",
"annual_household_control_totals",
"annual_relocation_rates_for_households",
"household_characteristics_for_ht",
"annual_employment_control_totals",
"annual_relocation_rates_for_jobs",
"land_use_types",
"generic_land_use_types",
'employment_sectors',
'employment_adhoc_sector_groups',
'employment_adhoc_sector_group_definitions',
'development_templates',
'development_template_components',
'development_constraints',
"building_sqft_per_job",
"fazes",
"large_areas",
"demolition_cost_per_sqft",
'constant_taz_columns',
'zipcodes',
'cities',
'districts',
'area_types',
"work_at_home_choice_model_coefficients",
"work_at_home_choice_model_specification",
"workplace_choice_model_for_resident_coefficients",
"workplace_choice_model_for_resident_specification",
"development_project_proposals",
"development_project_proposals_for_estimation",
"school_districts",
"tours",
## some attribute coding lookup tables
"education",
"employment_status",
"grade",
"race_names",
"relationship",
"sex",
"student",
],
tables_to_cache_nchunks={'parcels': 1},
unroll_gridcells=False),
'scenario_database_configuration':
ScenarioDatabaseConfiguration(
database_name='psrc_2005_parcel_baseyear',
#database_name = 'psrc_2005_parcel_baseyear_change_20080804E',
#database_name = 'psrc_2005_parcel_baseyear_change_lmwang',
),
'dataset_pool_configuration':
DatasetPoolConfiguration(package_order=[
'psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'
], ),
# 'models_configuration':models_configuration,
'base_year':
2000,
'years': (2001, 2030),
'models':
[ # models are executed in the same order as in this list
#"process_pipeline_events",
"real_estate_price_model",
"expected_sale_price_model",
"development_proposal_choice_model",
"building_construction_model",
"modify_workers_jobs_after_moving_households", # from demolished buildings
"modify_workers_jobs_after_moving_jobs", # from demolished buildings
"household_transition_model",
"employment_transition_model",
'job_person_consistency_keeper',
"household_relocation_model",
"household_location_choice_model",
"modify_workers_jobs_after_moving_households",
"employment_relocation_model",
#{"employment_location_choice_model":{'group_members': '_all_'}},
{
"employment_location_choice_model": {
'group_members': ['non_home_based']
}
},
'distribute_unplaced_jobs_model',
'distribute_unplaced_mining_utilities_jobs_model',
"modify_workers_jobs_after_moving_jobs",
'work_at_home_choice_model',
'workplace_choice_model_for_resident'
],
'models_in_year': {
2000:
[ # This is not run anymore, since all jobs are located and only a few households are not.
"household_relocation_model_for_2000",
"household_location_choice_model_for_2000",
"employment_relocation_model_for_2000", {
"employment_location_choice_model": {
'group_members': '_all_'
}
}
]
},
'flush_dataset_to_cache_after_each_model':
False,
'flush_variables':
False,
'low_memory_run':
False,
'datasets_to_cache_after_each_model': [
"parcel",
"building",
'household',
'job',
'development_project_proposal_component', #to be cached for diagnostic purpose (lmwang)
'development_project_proposal',
'travel_data',
'persons'
],
'unroll_gridcells':
False,
"datasets_to_preload": {
'zone': {},
'household': {},
'building': {},
'parcel': {
'package_name': 'urbansim_parcel'
},
'development_template': {
'package_name': 'urbansim_parcel'
},
'development_template_component': {
'package_name': 'urbansim_parcel'
},
'job': {},
'person': {
'package_name': 'urbansim_parcel'
},
"building_type": {
'package_name': 'urbansim_parcel'
},
'travel_data': {},
"job_building_type": {}
}
}
config.replace(config_changes)
config['models_configuration']["household_location_choice_model"]["controller"]["import"] = \
{"psrc_parcel.models.household_location_choice_model" : "HouseholdLocationChoiceModel"}
config['models_configuration']["employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration']["home_based_employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration'][
'household_relocation_model_for_2000'] = {}
config['models_configuration']['household_relocation_model_for_2000']['controller'] = \
HouseholdRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'hrm_index').execute()
config['models_configuration'][
'household_location_choice_model_for_2000'] = Configuration(
config['models_configuration']
['household_location_choice_model'])
config['models_configuration'][
'household_location_choice_model_for_2000']['controller']['run'][
'arguments']['chunk_specification'] = "{'nchunks':1}"
config['models_configuration'][
'household_location_choice_model_for_2000']['controller']['run'][
'arguments']['maximum_runs'] = 1
config['models_configuration'][
'employment_relocation_model_for_2000'] = {}
config['models_configuration']['employment_relocation_model_for_2000']['controller'] = \
EmploymentRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'erm_index').execute()
self.merge(config)
if self.multiple_runs:
self.sample_inputs()
def __init__(self):
opus_home = os.environ['OPUS_HOME']
config = UrbansimParcelConfiguration()
config_changes = {
'project_name':
'seattle_parcel',
'description':
'Seattle parcel baseline',
'cache_directory':
os.path.join(os.environ['OPUS_HOME'],
'data/vibe_parcel/base_year_data'),
'creating_baseyear_cache_configuration':
CreatingBaseyearCacheConfiguration(
cache_directory_root=os.path.join(os.environ['OPUS_HOME'],
'data/vibe_parcel/runs'),
cache_from_database=True,
baseyear_cache=BaseyearCacheConfiguration(
existing_cache_to_copy=os.path.join(
os.environ['OPUS_HOME'],
'data/vibe_gridcell/base_year_data'), ),
cache_scenario_database=
'urbansim.model_coordinators.cache_scenario_database',
tables_to_cache=[
'households', 'persons', 'buildings', 'parcels',
'gridcells', 'zones', "jobs", "households_for_estimation",
"jobs_for_estimation", "development_event_history",
"travel_data", "building_types", "job_building_types",
'urbansim_constants', "target_vacancies",
"home_based_employment_location_choice_model_coefficients",
"home_based_employment_location_choice_model_specification",
"non_home_based_employment_location_choice_model_coefficients",
"non_home_based_employment_location_choice_model_specification",
"household_location_choice_model_coefficients",
"household_location_choice_model_specification",
"real_estate_price_model_coefficients",
"real_estate_price_model_specification",
"annual_household_control_totals",
"annual_relocation_rates_for_households",
"household_characteristics_for_ht",
"annual_employment_control_totals",
"annual_relocation_rates_for_jobs", "land_use_types",
"generic_land_use_types", 'employment_sectors',
'employment_adhoc_sector_groups',
'employment_adhoc_sector_group_definitions',
'development_templates', 'development_template_components',
'development_constraints', "building_sqft_per_job",
"fazes", "large_areas", "demolition_cost_per_sqft",
'constant_taz_columns'
],
tables_to_cache_nchunks={'parcels': 1},
unroll_gridcells=False),
'scenario_database_configuration':
ScenarioDatabaseConfiguration(
database_name='urbansim_export_test', ),
'dataset_pool_configuration':
DatasetPoolConfiguration(
#package_order=['psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'],
#),
package_order=[
'psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'
], ),
'base_year':
1980,
'years': (1981, 1985),
'models':
[ # models are executed in the same order as in this list
#"process_pipeline_events", # uncomented by model
"real_estate_price_model",
"expected_sale_price_model",
"development_proposal_choice_model",
"building_construction_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'
],
'models_in_year': {
1980:
[ # This is not run anymore, since all jobs are located and only a few households are not.
"household_relocation_model_for_1980",
"household_location_choice_model_for_1980",
#"employment_relocation_model_for_1980",
#{"employment_location_choice_model":{'group_members': '_all_'}}
]
},
'flush_dataset_to_cache_after_each_model':
False,
'flush_variables':
False,
'low_memory_run':
False,
'datasets_to_cache_after_each_model': [
"parcel",
"building",
'household', #'job',
'development_project_proposal_component', #to be cached for diagnostic purpose (lmwang)
'development_project_proposal',
'travel_data'
],
'unroll_gridcells':
False,
"datasets_to_preload": {
'zone': {},
'household': {},
'building': {},
'parcel': {
'package_name': 'urbansim_parcel'
},
'person': {
'package_name': 'urbansim_parcel'
},
'development_template': {
'package_name': 'urbansim_parcel'
},
'development_template_component': {
'package_name': 'urbansim_parcel'
},
#'job':{},
"building_type": {
'package_name': 'urbansim_parcel'
},
'travel_data': {},
#"job_building_type":{}
}
}
config.replace(config_changes)
'''config['models_configuration']["household_location_choice_model"]["controller"]["import"] = \
{"psrc_parcel.models.household_location_choice_model" : "HouseholdLocationChoiceModel"}
config['models_configuration']["employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration']["home_based_employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration']['household_relocation_model_for_1980'] = {}
config['models_configuration']['household_relocation_model_for_1980']['controller'] = \
HouseholdRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'hrm_index').execute()
config['models_configuration']['household_location_choice_model_for_1980'] = Configuration(
config['models_configuration']['household_location_choice_model']
)
config['models_configuration']['household_location_choice_model_for_1980']['controller']['run']['arguments']['chunk_specification'] = "{'nchunks':1}"
config['models_configuration']['household_location_choice_model_for_1980']['controller']['run']['arguments']['maximum_runs'] = 1
config['models_configuration']['employment_relocation_model_for_1980'] = {}
config['models_configuration']['employment_relocation_model_for_1980']['controller'] = \
EmploymentRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'erm_index').execute()'''
if self.multiple_runs:
from multiple_runs_modification import MultipleRunsModification
MultipleRunsModification().modify_configuration(config)
self.merge(config)
def __init__(self):
config = UrbansimParcelConfiguration()
config_changes = {
'description':
'data preparation for PSRC parcel (buildings)',
'cache_directory':
None,
'creating_baseyear_cache_configuration':
CreatingBaseyearCacheConfiguration(
#cache_directory_root = r'/Users/hana/urbansim_cache/psrc/parcel',
cache_directory_root=r'/urbansim_cache/psrc_parcel',
#cache_directory_root = r'/workspace/urbansim_cache/psrc_parcel',
cache_from_database=False,
baseyear_cache=BaseyearCacheConfiguration(
#existing_cache_to_copy = r'/Users/hana/urbansim_cache/psrc/cache_source_parcel',
existing_cache_to_copy=
r'/urbansim_cache/psrc_parcel/cache_source',
#existing_cache_to_copy = r'/workspace/urbansim_cache/psrc_parcel/estimation',
years_to_cache=[2000]),
cache_scenario_database=
'urbansim.model_coordinators.cache_scenario_database',
),
'dataset_pool_configuration':
DatasetPoolConfiguration(package_order=[
'psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'
], ),
'base_year':
2000,
'years': (2001, 2001),
'models':
[ # models are executed in the same order as in this list
"expected_sale_price_model",
"development_proposal_choice_model",
"building_construction_model",
],
"datasets_to_preload": {
'zone': {},
'household': {},
'building': {},
#'development_project_proposal': {}
},
"datasets_to_cache_after_each_model": [
'parcel', 'building', 'development_project_proposal',
'household', 'job'
]
}
#use configuration in config as defaults and merge with config_changes
config.replace(config_changes)
self.merge(config)
self['models_configuration']['development_proposal_choice_model'][
'controller']["import"] = {
"psrc_parcel.models.development_proposal_sampling_model_by_zones":
"DevelopmentProposalSamplingModelByZones"
}
self['models_configuration']['development_proposal_choice_model']['controller']["init"]["name"] =\
"DevelopmentProposalSamplingModelByZones"
self['models_configuration']['development_proposal_choice_model'][
'controller']['run']['arguments']["zones"] = 'zone'
self['models_configuration']['development_proposal_choice_model'][
'controller']['run']['arguments']["type"] = "'non_residential'"
self['models_configuration']['expected_sale_price_model'][
'controller']["init"]['arguments'][
"filter_attribute"] = "'urbansim_parcel.development_project_proposal.is_size_fit'"
self['models_configuration']['expected_sale_price_model']['controller']["prepare_for_run"]['arguments']["parcel_filter"] = \
"'numpy.logical_and(numpy.logical_or(numpy.logical_not(urbansim_parcel.parcel.is_residential_land_use_type), numpy.logical_and(parcel.land_use_type_id==26, urbansim_parcel.parcel.is_non_residential_plan_type)), urbansim_parcel.parcel.vacant_land_area > 0)'"
#"'numpy.logical_or(parcel.land_use_type_id==26, numpy.logical_and(urbansim_parcel.parcel.is_residential_land_use_type, urbansim_parcel.parcel.vacant_land_area > 0))'"
self['models_configuration']['building_construction_model'][
'controller']["run"]['arguments'][
"consider_amount_built_in_parcels"] = False
self['models_configuration']['building_construction_model'][
'controller']['run']['arguments']["current_year"] = 2000
def __init__(self):
config = UrbansimParcelConfiguration()
data_path_prefix = paths.get_opus_data_path_path('psrc_parcel')
config_changes = {
'project_name':'psrc_parcel',
'description':'PSRC parcel baseline',
'cache_directory': os.path.join(data_path_prefix, 'base_year_data'),
'creating_baseyear_cache_configuration':CreatingBaseyearCacheConfiguration(
cache_directory_root = os.path.join(data_path_prefix, 'runs'),
cache_from_database = False,
baseyear_cache = BaseyearCacheConfiguration(
years_to_cache = [2000],
#existing_cache_to_copy = r'/urbansim_cache/psrc_parcel/runs/cache_hh_persons_init',
existing_cache_to_copy = os.path.join(data_path_prefix, 'base_year_data'),
),
cache_scenario_database = 'urbansim.model_coordinators.cache_scenario_database',
tables_to_cache = [
#'business',
'households',
'buildings',
'parcels',
'gridcells',
'zones',
"jobs",
"households_for_estimation",
"households_for_estimation_LAG1",
"jobs_for_estimation",
#"development_event_history",
"persons",
"persons_for_estimation",
"travel_data",
"building_types",
"job_building_types",
'urbansim_constants',
"target_vacancies",
"home_based_employment_location_choice_model_coefficients",
"home_based_employment_location_choice_model_specification",
"non_home_based_employment_location_choice_model_coefficients",
"non_home_based_employment_location_choice_model_specification",
"household_location_choice_model_coefficients",
"household_location_choice_model_specification",
"real_estate_price_model_coefficients",
"real_estate_price_model_specification",
"annual_household_control_totals",
"annual_relocation_rates_for_households",
"household_characteristics_for_ht",
"annual_employment_control_totals",
"annual_relocation_rates_for_jobs",
"land_use_types",
"generic_land_use_types",
'employment_sectors',
'employment_adhoc_sector_groups',
'employment_adhoc_sector_group_definitions',
'development_templates',
'development_template_components',
'development_constraints',
"building_sqft_per_job",
"fazes",
"large_areas",
"demolition_cost_per_sqft",
'constant_taz_columns',
'zipcodes',
'cities',
'districts',
'area_types',
"work_at_home_choice_model_coefficients",
"work_at_home_choice_model_specification",
"workplace_choice_model_for_resident_coefficients",
"workplace_choice_model_for_resident_specification",
"development_project_proposals",
"development_project_proposals_for_estimation",
"school_districts",
"tours",
## some attribute coding lookup tables
"education",
"employment_status",
"grade",
"race_names",
"relationship",
"sex",
"student",
],
tables_to_cache_nchunks={'parcels': 1},
unroll_gridcells = False
),
'scenario_database_configuration': ScenarioDatabaseConfiguration(
database_name = 'psrc_2005_parcel_baseyear',
#database_name = 'psrc_2005_parcel_baseyear_change_20080804E',
#database_name = 'psrc_2005_parcel_baseyear_change_lmwang',
),
'dataset_pool_configuration': DatasetPoolConfiguration(
package_order=['psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'],
),
# 'models_configuration':models_configuration,
'base_year':2000,
'years':(2001, 2030),
'models':[ # models are executed in the same order as in this list
#"process_pipeline_events",
"real_estate_price_model",
"expected_sale_price_model",
"development_proposal_choice_model",
"building_construction_model",
"modify_workers_jobs_after_moving_households", # from demolished buildings
"modify_workers_jobs_after_moving_jobs", # from demolished buildings
"household_transition_model",
"employment_transition_model",
'job_person_consistency_keeper',
"household_relocation_model",
"household_location_choice_model",
"modify_workers_jobs_after_moving_households",
"employment_relocation_model",
#{"employment_location_choice_model":{'group_members': '_all_'}},
{"employment_location_choice_model":{'group_members': ['non_home_based']}},
'distribute_unplaced_jobs_model',
'distribute_unplaced_mining_utilities_jobs_model',
"modify_workers_jobs_after_moving_jobs",
'work_at_home_choice_model',
'workplace_choice_model_for_resident'
],
'models_in_year': {2000: [ # This is not run anymore, since all jobs are located and only a few households are not.
"household_relocation_model_for_2000",
"household_location_choice_model_for_2000",
"employment_relocation_model_for_2000",
{"employment_location_choice_model":{'group_members': '_all_'}}
]
},
'flush_dataset_to_cache_after_each_model':False,
'flush_variables':False,
'low_memory_run':False,
'datasets_to_cache_after_each_model':["parcel", "building", 'household', 'job',
'development_project_proposal_component', #to be cached for diagnostic purpose (lmwang)
'development_project_proposal', 'travel_data', 'persons'],
'unroll_gridcells':False,
"datasets_to_preload":{
'zone':{},
'household':{},
'building':{},
'parcel':{'package_name':'urbansim_parcel'},
'development_template': {'package_name':'urbansim_parcel'},
'development_template_component': {'package_name':'urbansim_parcel'},
'job':{},
'person':{'package_name':'urbansim_parcel'},
"building_type":{'package_name':'urbansim_parcel'},
'travel_data':{},
"job_building_type":{}
}
}
config.replace(config_changes)
config['models_configuration']["household_location_choice_model"]["controller"]["import"] = \
{"psrc_parcel.models.household_location_choice_model" : "HouseholdLocationChoiceModel"}
config['models_configuration']["employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration']["home_based_employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration']['household_relocation_model_for_2000'] = {}
config['models_configuration']['household_relocation_model_for_2000']['controller'] = \
HouseholdRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'hrm_index').execute()
config['models_configuration']['household_location_choice_model_for_2000'] = Configuration(
config['models_configuration']['household_location_choice_model']
)
config['models_configuration']['household_location_choice_model_for_2000']['controller']['run']['arguments']['chunk_specification'] = "{'nchunks':1}"
config['models_configuration']['household_location_choice_model_for_2000']['controller']['run']['arguments']['maximum_runs'] = 1
config['models_configuration']['employment_relocation_model_for_2000'] = {}
config['models_configuration']['employment_relocation_model_for_2000']['controller'] = \
EmploymentRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'erm_index').execute()
self.merge(config)
if self.multiple_runs:
self.sample_inputs()
def __init__(self):
opus_home = os.environ['OPUS_HOME']
config = UrbansimParcelConfiguration()
config_changes = {
'project_name':'seattle_parcel',
'description':'Seattle parcel baseline',
'cache_directory': os.path.join(opus_home, 'data/seattle_parcel/base_year_data'),
'creating_baseyear_cache_configuration':CreatingBaseyearCacheConfiguration(
cache_directory_root = os.path.join(opus_home, 'data/seattle_parcel/runs'),
cache_from_database = False,
baseyear_cache = BaseyearCacheConfiguration(
existing_cache_to_copy = os.path.join(os.environ['OPUS_HOME'], 'data/seattle_parcel/base_year_data'),
#existing_cache_to_copy = r'/Users/borning/opus_home/data/seattle_parcel/base_year_data',
),
cache_scenario_database = 'urbansim.model_coordinators.cache_scenario_database',
tables_to_cache = [
'households',
'persons',
'buildings',
'parcels',
'gridcells',
'zones',
"jobs",
"households_for_estimation",
"jobs_for_estimation",
"development_event_history",
"travel_data",
"building_types",
"job_building_types",
'urbansim_constants',
"target_vacancies",
"home_based_employment_location_choice_model_coefficients",
"home_based_employment_location_choice_model_specification",
"non_home_based_employment_location_choice_model_coefficients",
"non_home_based_employment_location_choice_model_specification",
"household_location_choice_model_coefficients",
"household_location_choice_model_specification",
"real_estate_price_model_coefficients",
"real_estate_price_model_specification",
"annual_household_control_totals",
"annual_relocation_rates_for_households",
"household_characteristics_for_ht",
"annual_employment_control_totals",
"annual_relocation_rates_for_jobs",
"land_use_types",
"generic_land_use_types",
'employment_sectors',
'employment_adhoc_sector_groups',
'employment_adhoc_sector_group_definitions',
'development_templates',
'development_template_components',
'development_constraints',
"building_sqft_per_job",
"fazes",
"large_areas",
"demolition_cost_per_sqft",
'constant_taz_columns'
],
tables_to_cache_nchunks={'parcels': 1},
unroll_gridcells = False
),
'scenario_database_configuration': ScenarioDatabaseConfiguration(
database_name = 'seattle_2000_parcel_baseyear_data',
),
'dataset_pool_configuration': DatasetPoolConfiguration(
package_order=['psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'],
),
'base_year':2000,
'years':(2001, 2006),
'models':[ # models are executed in the same order as in this list
#"process_pipeline_events",
"real_estate_price_model",
"expected_sale_price_model",
"development_proposal_choice_model",
"building_construction_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'
],
'models_in_year': {2000: [ # This is not run anymore, since all jobs are located and only a few households are not.
"household_relocation_model_for_2000",
"household_location_choice_model_for_2000",
"employment_relocation_model_for_2000",
{"employment_location_choice_model":{'group_members': '_all_'}}
]
},
'flush_dataset_to_cache_after_each_model':False,
'flush_variables':False,
'low_memory_run':False,
'datasets_to_cache_after_each_model':["parcel", "building", 'household', 'job',
'development_project_proposal_component', #to be cached for diagnostic purpose (lmwang)
'development_project_proposal', 'travel_data'],
'unroll_gridcells':False,
"datasets_to_preload":{
'zone':{},
'household':{},
'building':{},
'parcel':{'package_name':'urbansim_parcel'},
'person':{'package_name':'urbansim_parcel'},
'development_template': {'package_name':'urbansim_parcel'},
'development_template_component': {'package_name':'urbansim_parcel'},
'job':{},
"building_type":{'package_name':'urbansim_parcel'},
'travel_data':{},
"job_building_type":{}
}
}
config.replace(config_changes)
config['models_configuration']["household_location_choice_model"]["controller"]["import"] = \
{"psrc_parcel.models.household_location_choice_model" : "HouseholdLocationChoiceModel"}
config['models_configuration']["employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration']["home_based_employment_location_choice_model"]['controller']["import"] = \
{"psrc_parcel.models.employment_location_choice_model" : "EmploymentLocationChoiceModel"}
config['models_configuration']['household_relocation_model_for_2000'] = {}
config['models_configuration']['household_relocation_model_for_2000']['controller'] = \
HouseholdRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'hrm_index').execute()
config['models_configuration']['household_location_choice_model_for_2000'] = Configuration(
config['models_configuration']['household_location_choice_model']
)
config['models_configuration']['household_location_choice_model_for_2000']['controller']['run']['arguments']['chunk_specification'] = "{'nchunks':1}"
config['models_configuration']['household_location_choice_model_for_2000']['controller']['run']['arguments']['maximum_runs'] = 1
config['models_configuration']['employment_relocation_model_for_2000'] = {}
config['models_configuration']['employment_relocation_model_for_2000']['controller'] = \
EmploymentRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'erm_index').execute()
if self.multiple_runs:
from multiple_runs_modification import MultipleRunsModification
MultipleRunsModification().modify_configuration(config)
self.merge(config)
def __init__(self):
config = UrbansimParcelConfiguration()
config_changes = {
'description':
'data preparation for PSRC parcel (households)',
'cache_directory':
None,
'creating_baseyear_cache_configuration':
CreatingBaseyearCacheConfiguration(
cache_directory_root=r'/Users/hana/urbansim_cache/psrc/parcel',
#cache_directory_root = r'/urbansim_cache/psrc_parcel',
#cache_directory_root = r'/workspace/urbansim_cache/psrc_parcel',
cache_from_database=False,
baseyear_cache=BaseyearCacheConfiguration(
existing_cache_to_copy=
r'/Users/hana/urbansim_cache/psrc/cache_source_parcel',
#existing_cache_to_copy = r'/urbansim_cache/psrc_parcel/cache_source',
#existing_cache_to_copy = r'/workspace/urbansim_cache/psrc_parcel/estimation',
years_to_cache=[2000]),
cache_scenario_database=
'urbansim.model_coordinators.cache_scenario_database',
),
'dataset_pool_configuration':
DatasetPoolConfiguration(package_order=[
'psrc_parcel', 'urbansim_parcel', 'urbansim', 'opus_core'
], ),
'base_year':
2000,
'years': (2001, 2001),
'models':
[ # models are executed in the same order as in this list
"household_relocation_model",
"household_location_choice_model",
],
"datasets_to_preload": {
'zone': {},
'household': {},
'building': {}
}
}
#use configuration in config as defaults and merge with config_changes
config.replace(config_changes)
self.merge(config)
self['models_configuration']['household_location_choice_model'] = {}
self['models_configuration']['household_location_choice_model']['controller'] = \
HouseholdLocationChoiceModelByZonesConfigurationCreator(
location_set = "building",
sampler = None,
input_index = 'hrm_index',
capacity_string = "urbansim_parcel.building.vacant_residential_units",
number_of_units_string = None,
nchunks=1,
lottery_max_iterations=20
).execute()
self['models_configuration']['household_relocation_model']['controller'] = \
HouseholdRelocationModelConfigurationCreator(
location_id_name = 'building_id',
probabilities = None,
rate_table=None,
output_index = 'hrm_index').execute()