time_ranges:
  - {start: "202107020000", end: "202107022350"}
output_root: ../../../result/final_preprocess/demo_20210702
catalog_path: ../../../result/final_preprocess/demo_20210702/catalog.csv
log_path: ../../../result/final_preprocess/prepare_data.log
sources: [concat, hsr, ci_hard, bt, bt_mask]
inputs:
  concat:
    root: [../../../result/data_preparing/res_2km/L1B]
    stats_path: ../../../result/final_preprocess/2025/normalization_stats.npy
    normalization: zscore
    shape_hw: [583, 550]
    invalid_fill:
      default: {method: scene_mean, stride: 8}
      variables:
        cappi: {method: constant, value: -250}
        hsr: {method: constant, value: -250}
        hsp: {method: constant, value: -250}
    raw_vars: [ir105, ir112]
    physics_formula_path: ../../../result/final_preprocess/2025/physics.txt
  hsr:
    type: concat_variable
    root: [../../../result/data_preparing/res_2km/L1B]
    stats_path: ../../../result/final_preprocess/2025/normalization_stats.npy
    normalization: zscore
    shape_hw: [583, 550]
    var_name: hsr
    invalid_fill:
      default: {method: constant, value: -250}
  l2_aii:
    root: ../../../result/data_preparing/res_2km/L2
    shape_hw: [583, 550]
labels:
  ci:
    root: ../../../result/labeling/step3_mature_cloud_masking
    shape_hw: [583, 550]
  bt:
    type: bt
    shape_hw: [583, 550]
    var_name: ir105
    future_minutes: 60
    interval_minutes: 10
    bt_threshold_k: 233
    expansion_km: 50
    pixel_size_km: 2
    aii_conditions:
      KI: {op: ">=", value: 30}
      LI: {op: "<=", value: -2}
      SI: {op: "<=", value: 2}
      CAPE: {op: ">=", value: 500}
      TTI: {op: ">=", value: 42}
source_options:
  concat: {dtype: float16}
  hsr: {dtype: float16}
  ci_hard: {dtype: uint8}
  bt: {dtype: float16}
  bt_mask: {dtype: uint8}
interval_minutes: 10
flush_rows: 32
catalog_flush_rows: 144
input_window: {past_minutes: 50, interval_minutes: 10}