config.yaml

# Main directory for the project (required)
main_dir: '/arc/home/heestersnick/DwarfView'

# Directory containing raw tile data
data_dir: '/arc/projects/unions/ssl/data/raw/tiles/dwarforge'

# Directories for tables, figures, and tile info (formatted with main_dir)
table_dir: '{main_dir}/tables'
figure_dir: '{main_dir}/figures'
tile_info_dir: '{main_dir}/tile_info'

# Path to master catalog
master_catalog_path: '{table_dir}/goblin_plus.parquet'
# Path to host (from hecate) - satellite catalog
host_sat_path: '{table_dir}/hecate_gri_sat.csv'
# Path to master catalog KDTree file
master_tree_path: '{tile_info_dir}/master_catalog_tree.joblib'
# Path to my custom catalog of objects to query
custom_df_path: '{table_dir}/literature_non_dwarfs.csv'
# Coordinate pair of object to query
coordinates: [185.315, 65.872]

# Parameters for proximity search around a host galaxy
proximity_search:
  enabled: false                           # enable proximity search mode
  coordinates: [188.0064, 66.3326]        # coordinates of host galaxy
  distance_mpc: 33                        # distance to host galaxy
  radius_kpc: 400                         # query radius in kpc
  radius_deg: 0.5                         # Default angular radius in deg
  p_min: 0.7                              # Minimum model prediction probability
  p_max: 1.0                              # Maximum model prediction probability

# Parameters for satellite search
satellite_search:
  enabled: false
  p_min: 0.5
  p_max: 1.0
  delta_v_max: 400  # maximum absolute velocity difference between host and satellite in km/s
  d_max: 50  # maximum host distance in Mpc
  env: ["isolated", "pair", 'group']  # host environment filter

# Available bands with their configurations
bands:
  cfis-u:
    name: CFIS                            # Fits file prefix
    band: u                               # Band identifier
    vos: vos:cfis/tiles_DR5/              # VOSpace path
    suffix: .u.fits                       # File suffix
    delimiter: .                          # Delimiter for filename
    fits_ext: 0                           # FITS extension
    zfill: 3                              # Zero-padding for tile numbers
    zp: 30                                # Zero-point magnitude
  whigs-g:
    name: calexp-CFIS
    band: g
    vos: vos:cfis/whigs/stack_images_CFIS_scheme/
    suffix: .fits
    delimiter: _
    fits_ext: 1
    zfill: 0
    zp: 27
  cfis_lsb-r:
    name: CFIS_LSB
    band: r
    vos: vos:cfis/tiles_LSB_DR5/
    suffix: .r.fits
    delimiter: .
    fits_ext: 0
    zfill: 3
    zp: 30
  ps-i:
    name: PS-DR3
    band: i
    vos: vos:cfis/panstarrs/DR3/tiles/
    suffix: .i.fits
    delimiter: .
    fits_ext: 0
    zfill: 3
    zp: 30
  wishes-z:
    name: WISHES
    band: z
    vos: vos:cfis/wishes_1/coadd/
    suffix: .z.fits
    delimiter: .
    fits_ext: 1
    zfill: 0
    zp: 27
  ps-z:
    name: PSS.DR4
    band: ps-z
    vos: vos:cfis/panstarrs/DR4/resamp/
    suffix: .z.fits
    delimiter: .
    fits_ext: 0
    zfill: 3
    zp: 30

# Default bands to use if not overridden
default_bands: ["whigs-g", "cfis_lsb-r", "ps-i"]

# Probability limits for filtering candidates
probability_limits:
  p_min: 0.0                              # Minimum model prediction probability
  p_max: 1.0                              # Maximum model prediction probability

# Plot mode: 'grid' (RGB grid) or 'channel' (individual channels + RGB)
plot_mode: grid
# Maximum number of columns in the grid plot
max_cols: 10
# Show model predictions
show_p: true
# Show model predictions for both versions, false will only show the second version
show_p1_p2: false
# Show source catalog for known objects
show_source: false

# Whether to filter out known objects when using the default catalog
filter_out_known_objects: false

# Save dataframe of plotted objects from the master catalog
save_plotted: false

# Number of objects to plot
n_objects: 18

# Right ascension and declination keys in your input table
ra_key: ra
dec_key: dec