settings.yaml

#########################################################################################################

############################
#     PILATES SETTINGS     #
############################

# scenario defs
region: sfbay
scenario: base
start_year: 2017
end_year: 2021
land_use_freq: 1
travel_model_freq: 2
vehicle_ownership_freq: 2

# simulation platforms (leave blank to turn off)
land_use_model: urbansim
travel_model: beam
activity_demand_model: activitysim
vehicle_ownership_model: atlas

# docker or singularity
container_manager: singularity
#singularity settings
singularity_images:
  urbansim: docker://jdcaicedo/urbansim_demos:v0.1.1
  atlas: docker://ghcr.io/lbnl-science-it/atlas:sfb-v2.0.12
  beam: docker://zaneedell/beam:0.9.12
  activitysim: docker://zaneedell/activitysim:0.1.4
  polaris:

# docker settings
docker_images:
  urbansim: jdcaicedo/urbansim_demos:v0.1.1
  atlas: ghcr.io/lbnl-science-it/atlas:sfb-v2.0.12
  beam: zaneedell/beam:0.9.12
  activitysim: zaneedell/activitysim:0.1.4
  polaris: tbd
docker_stdout: False
pull_latest: False

# skim settings
skims_zone_type: taz # one of [taz, block_group, block]
skims_fname: as-base-skims-sfbay-taz.omx
# skims_fname: as-base-skims-austin-bg.csv.gz
origin_skims_fname: as-origin-skims-sfbay-taz.csv.gz #file or folder name.
beam_router_directory: r5-simple-no-local
beam_geoms_fname: clipped_tazs.csv

# region_zone_type:
#   austin: block_groups # one of [taz, block_groups, block]
#   detroit: block_groups # one of [taz, block_groups, block]
#   sfbay: taz # one of [taz, block_groups, block]

#########################################################################################################

###############################
#    SUB-PLATFORM SETTINGS    #
###############################

# URBANSIM
region_to_region_id:
  sfbay: "06197001"
  austin: "48197301"
  seattle: "53199100"
usim_local_data_folder: pilates/urbansim/data/
usim_client_base_folder: /base/demos_urbansim
usim_client_data_folder: /base/demos_urbansim/data/
usim_formattable_input_file_name: "custom_mpo_{region_id}_model_data_2017.h5"
usim_formattable_output_file_name: "model_data_{year}.h5"
usim_formattable_command: "-r {0} -i {1} -y {2} -f {3} -t {4}"
warm_start_activities: False

## ATLAS: vehicle simulation (may call usim somewhere) - Ling/Tin/Yuhan
## Docker bind mounts: host == local; container == remote == client
atlas_host_input_folder: pilates/atlas/atlas_input
atlas_host_output_folder: pilates/atlas/atlas_output
atlas_container_input_folder: /atlas_input
atlas_container_output_folder: /atlas_output
atlas_basedir: /
atlas_codedir: /
atlas_sample_size: 0     # zero means no sampling, whole pop.
atlas_num_processes: 40  # suggested <9 for hima
atlas_beamac: 0 # 0 if use pre-processed accessibility RData, otherwise inline calc
atlas_mod: 2 # 1 (static) or 2 (dynamic)
atlas_adscen: baseline # ess_cons; zev_mandate; baseline
atlas_rebfactor: 1 # whether to turn on rebate incentive, 0 = NO, 1 = YES
atlas_taxfactor: 1 # whether to turn on tax credit incentive, 0 = NO, 1 = YES
atlas_discIncent: 0 # whether to discount incentive dollars, 0 = NO (default), 1 = YES
atlas_formattable_command: "--freq {0} --outyear {1} --npe {2} --nsample {3} --basedir {4} --codedir {5} --beamac {6} --mod {7} --adscen {8} --rebfactor {9} --taxfactor {10} --discIncent {11}"



# BEAM 
beam_config: sfbay-pilates-baseline2_0-omx.conf # OR austin-pilates-base.conf
beam_sample: 0.1
beam_replanning_portion: 0.4
beam_local_input_folder: pilates/beam/production/
beam_local_output_folder: pilates/beam/beam_output/
beam_scenario_folder: urbansim/
#beam_memory: "650g"
skim_zone_source_id_col: objectid
replan_iters: 2
replan_hh_samp_size: 0
replan_after: non_mandatory_tour_scheduling  # resume asim after this step
discard_plans_every_year: True
max_plans_memory: 3
final_asim_plans_folder: pilates/activitysim/output/final_plans
beam_simulated_hwy_paths:
  - SOV
  - HOV2
  - HOV3

# POLARIS
polaris_local_data_folder: pilates/polaris/data
polaris_skim_keys:
  base: 'auto_skims'
  t: 't4'  # 8-9am
  impedances:
    - ivtt
    - cost

# MEP
mep_local_output_folder: pilates/postprocessing/MEP/

# ACTIVITYSIM
household_sample_size: 0  # zero means no sampling, whole pop.
chunk_size: 12_000_000_000 # 4000000000
#num_processes: 90 # 94
asim_local_input_folder: pilates/activitysim/data/
asim_local_output_folder: pilates/activitysim/output/
asim_local_configs_folder: pilates/activitysim/configs/
asim_validation_folder: pilates/activitysim/validation
asim_formattable_command: "-h {0} -n {1} -c {2}"
region_to_asim_subdir:
  austin: austin
  detroit: detroit
  sfbay: bay_area
  seattle: seattle
region_to_asim_bucket:
  austin: austin-activitysim
  detroit: detroit-activitysim
  sfbay: bayarea-activitysim
  seattle: seattle-activitysim
periods:
  - EA
  - AM
  - MD
  - PM
  - EV
transit_paths:
  DRV_COM_WLK:
    - TOTIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  DRV_HVY_WLK:
    - TOTIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  DRV_LOC_WLK:
    - TOTIVT
    - FAR
    - XWAIT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  DRV_LRF_WLK:
    - TOTIVT
    - FERRYIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  DRV_EXP_WLK:
    - TOTIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  WLK_COM_DRV:
    - TOTIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  WLK_HVY_DRV:
    - TOTIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  WLK_LOC_DRV:
    - TOTIVT
    - FAR
    - XWAIT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  WLK_LRF_DRV:
    - TOTIVT
    - FERRYIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  WLK_EXP_DRV:
    - TOTIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - DTIM
    - BOARDS
    - DDIST
    - WAUX
  WLK_COM_WLK:
    - TOTIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - BOARDS
    - WAUX
  WLK_HVY_WLK:
    - TOTIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - BOARDS
    - WAUX
  WLK_LOC_WLK:
    - TOTIVT
    - FAR
    - XWAIT
    - IWAIT
    - BOARDS
    - WAUX
  WLK_LRF_WLK:
    - TOTIVT
    - FERRYIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - BOARDS
    - WAUX
  WLK_EXP_WLK:
    - TOTIVT
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - BOARDS
    - WAUX
  WLK_TRN_WLK:
    - IVT
    - WACC
    - WEGR
    - FAR
    - XWAIT
    - KEYIVT
    - IWAIT
    - BOARDS
    - WAUX
hwy_paths:
  - SOV
  - SOVTOLL
  - HOV2
  - HOV2TOLL
  - HOV3
  - HOV3TOLL
ridehail_path_map:
  RH_SOLO: Solo
  RH_POOLED: Pooled
beam_asim_hwy_measure_map:
  TIME: TIME_minutes
  DIST: DIST_miles
  BTOLL: null
  VTOLL: VTOLL_FAR
beam_asim_transit_measure_map:
  WAIT: null
  IVT: TOTIVT_IVT_minutes
  TOTIVT: TOTIVT_IVT_minutes
  KEYIVT: KEYIVT_minutes
  FERRYIVT: FERRYIVT_minutes
  FAR: VTOLL_FAR
  DTIM: DTIM_minutes
  DDIST: DDIST_miles
  WAUX: WAUX_minutes
  WEGR: WEGR_minutes
  WACC: WACC_minutes
  IWAIT: IWAIT_minutes
  XWAIT: XWAIT_minutes
  BOARDS: BOARDS
beam_asim_ridehail_measure_map:
  WAIT: waitTimeInMinutes
  REJECTIONPROB: unmatchedRequestPortion
asim_output_tables:
  prefix: final_
  tables:
    - checkpoints
    - land_use
    - households
    - persons
    - tours
    - trips
    - joint_tour_participants
    - plans
asim_from_usim_col_maps:
  households:
    persons: PERSONS  # asim preproc
    PERSONS: hhsize  # asim settings.yaml
    cars: auto_ownership  # asim preproc
    #     VEHICL: auto_ownership  # asim annotate_households.csv
    workers: num_workers  # asim settings.yaml
  persons:
    member_id: PNUM  # asim preproc
  land_use:
    ZONE: TAZ  # asim settings.yaml
    COUNTY: county_id  # asim settings.yaml
asim_to_usim_col_maps:
  households:
    hhsize: persons  # asim postproc
    num_workers: workers  # asim postproc
    auto_ownership: cars  # asim postproc
  persons:
    PNUM: member_id  # asim postproc
    workplace_taz: work_zone_id  # asim postproc
    school_taz: school_taz_id  # asim postproc


# POSTPROCESSING
postprocessing_output_folder: pilates/postprocessing/output
scenario_definitions:
  name: "baseline"
  lever: "default"
  lever_position: 1.0


#########################################################################################################

################################
#    MISC. PILATES SETTINGS    #
################################

# GEOGRAPHY SETTINGS
FIPS:
  sfbay:
    state: "06"
    counties:
      - "001"
      - "013"
      - "041"
      - "055"
      - "075"
      - "081"
      - "085"
      - "095"
      - "097"
  austin:
    state: "48"
    counties:
      - "021"
      - "053"
      - "055"
      - "209"
      - "453"
      - "491"
  seattle:
    state: "53"
    counties:
      - "061"
      - "035"
      - "033"
      - "053"
local_crs:
  sfbay: EPSG:7131
  austin: EPSG:32140
  seattle: EPSG:32048

# VALIDATION METRIC LIBRARY
validation_metrics:
  growth:
    - population
    - employment
    - residential_units
  commute_dists:
  mode_shares:
  auto_ownership:
  density_gradients:
    rent:
      access:
        var: employment
        cost: minutes
        levels:
          - 15
          - 45
    jobs:
      access:
        var: employment
        cost: minutes
        levels:
          - 15
          - 45
    population:
      access:
        var: employment
        cost: minutes
        levels:
          - 15
          - 45