config.yaml

problem:
  name: ShapeOpt
  template_case: 'pitzDaily'
  type: 'optimization'
  models: auto
  parameters:
    nCurvePnts:
      type: choice
      value_type: int
      values: [2, 30, 50]
      is_ordered: False
    Ctrl1X:
      type: range
      value_type: float
      bounds: [0, 0.048]
      log_scale: False
    Ctrl1Y:
      type: range
      value_type: float
      bounds: [-0.05, 0.02]
      log_scale: False
    Ctrl2X:
      type: range
      value_type: float
      bounds: [0.05, 0.098]
      log_scale: False
    Ctrl2Y:
      type: range
      value_type: float
      bounds: [-0.05, 0.02]
      log_scale: False
    Ctrl3X:
      type: range
      value_type: float
      bounds: [0.10, 0.148]
      log_scale: False
    Ctrl3Y:
      type: range
      value_type: float
      bounds: [-0.05, 0.02]
      log_scale: False
    Ctrl4X:
      type: range
      value_type: float
      bounds: [0.15, 0.198]
      log_scale: False
    Ctrl4Y:
      type: range
      value_type: float
      bounds: [-0.05, 0.02]
      log_scale: False
    Ctrl5X:
      type: range
      value_type: float
      bounds: [0.20, 0.248]
      log_scale: False
    Ctrl5Y:
      type: range
      value_type: float
      bounds: [-0.05, 0.02]
      log_scale: False
    Ctrl6X:
      type: range
      value_type: float
      bounds: [0.25, 0.28]
      log_scale: False
    Ctrl6Y:
      type: range
      value_type: float
      bounds: [-0.03, 0.02]
      log_scale: False
  objectives:
    PressureDrop:
      mode: 'shell'
      command: ['./getPressDiff.sh']
      threshold: 200
      minimize: True
      lower_is_better: True
    ContinuityErrors:
      mode: 'shell'
      command: ['awk', 'function abs(v) {return v < 0 ? -v : v} /continuity errors/{a=$15} END{print(abs(a))}', 'log.$CASE_NAME']
      threshold: 1.0
      minimize: True
      lower_is_better: True

meta:
  metric_value_mode: 'local'
  case_subdirs_to_clone:
    - 0orig
    - Allrun.slurm
    - geometry
    - openscad
    - patches.py
    - getPressDiff.sh
    - pressureDiff.py
    - case.foam
    - getImage.sh
    - renderResults.py
  clone_destination: "./trials"
  case_run_mode: slurm
  #case_run_command: ['./Allrun']
  case_run_command: ['sbatch', '-J', '$CASE_NAME', './Allrun.slurm', '$CASE_PATH', '/fsx/OpenFOAM/OpenFOAM-v2212']
  # This works if accounting is enabled on SLURM
  #slurm_status_query: ['sacct', '--name', '$CASE_NAME', '-o', 'JobName%60,State', '-n']
  # Instead we can use the less reliable scontrol
  slurm_status_query: ['../getSLURMJOBStatus.sh', '$CASE_NAME']
  n_trials: 90
  n_parallel_trials: 5
  # How about diverging cases???
  ttl_trial: 3600
  init_poll_wait: 5
  poll_factor: 1.5
  timeout: 10
  use_saasbo: False
  n_pareto_points: 5
  scopes:
    "/system/geometryDict":
      nCurvePnts: "nCurvePnts"
      Ctrl1X: "Ctrl1X"
      Ctrl1Y: "Ctrl1X"
      Ctrl2X: "Ctrl2X"
      Ctrl2Y: "Ctrl2Y"
      Ctrl3X: "Ctrl3X"
      Ctrl3Y: "Ctrl3Y"
      Ctrl4X: "Ctrl4X"
      Ctrl4Y: "Ctrl4Y"
      Ctrl5X: "Ctrl5X"
      Ctrl5Y: "Ctrl5Y"
      Ctrl6X: "Ctrl6X"
      Ctrl6Y: "Ctrl6Y"
  stopping_strategy:
    improvement_bar: 0.05
    min_trials: 60
    window_size: 10

visualize:
  # Replot every 15 secs
  update_interval: 15
  # Number of latest trials to generate images for
  n_figures: 3
  # Height value for a single objective graph in pixels
  graph_height: 400
  # Generate an image of the trial's final state
  # This needs to return a URI to the generate image (can be local)
  figure_generator: ['./getImage.sh']
  # IP/Port to expose the dashboard app
  host: '0.0.0.0'
  port: 8888