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Quickstart

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Choose your path:

cscal-pipeline \
  --base-folder output_demo \
  --site-code NIWO \
  --year-month 2023-08 \
  --product-code DP1.30006.001 \
  --flight-lines NEON_D13_NIWO_DP1_L020-1_20230815_directional_reflectance \
  --max-workers 2

from cross_sensor_cal import go_forth_and_multiply

go_forth_and_multiply(
    base_folder="output_demo",
    site_code="NIWO",
    year_month="2023-08",
    product_code="DP1.30006.001",
    flight_lines=["NEON_D13_NIWO_DP1_L020-1_20230815_directional_reflectance"],
    max_workers=2,
)
  • Use --max-workers conservatively to avoid RAM pressure.
  • --engine ray is available once cross-sensor-cal[full] is installed; the default thread engine avoids any Ray dependency.
  • Re-run the same command to resume; completed stages are skipped.
  • If /dev/shm is small, limit concurrency.