feature_manifest.json

{
  "feature_cols": [
    "AREA_TYPE",
    "WELL_CLASS",
    "STTS_TYPE",
    "STTS_STATE",
    "STTS_FLUID",
    "ENVRMT_TYP",
    "LAT",
    "LONG",
    "SRFCE_LAT",
    "SRFCE_LONG",
    "UTM_ZONE",
    "EASTING",
    "NORTHING",
    "DATA_QUALITY_FLAG",
    "fluid_inferred",
    "reservoir_play",
    "maturity_class",
    "well_age_2025",
    "artificial_lift",
    "porosity_pct",
    "permeability_md",
    "net_pay_m",
    "tvd_m",
    "horizontal_length_m",
    "reservoir_pressure_init_psi",
    "base_oil_potential_bopd",
    "base_gas_potential_mmscfd",
    "base_water_cut_pct",
    "decline_annual_pct",
    "year",
    "month",
    "days_in_month",
    "event_code",
    "event_factor",
    "active_flag",
    "production_status",
    "oil_rate_bopd",
    "gas_rate_mmscfd",
    "water_rate_bwpd",
    "oil_volume_bbl",
    "gas_volume_mscf",
    "water_volume_bbl",
    "boe_total",
    "water_cut_pct",
    "uptime_pct",
    "shut_in_days",
    "reservoir_pressure_psi",
    "wellhead_pressure_psi",
    "realized_oil_price_usd_bbl",
    "realized_gas_price_usd_mscf",
    "operating_cost_usd",
    "msf_stage_count",
    "proppant_ton",
    "frac_fluid_bbl",
    "anomaly_flag",
    "spud_year",
    "spud_month",
    "oil_to_water_ratio",
    "gas_to_oil_ratio",
    "pressure_drawdown_proxy",
    "cost_per_boe_proxy",
    "revenue_per_boe_proxy",
    "margin_per_boe_proxy"
  ],
  "id_reference_cols": [
    "UWI",
    "FIELD_NAME",
    "AREA_ID",
    "basin_cluster",
    "WELL_NAME"
  ],
  "group_col": "basin_cluster",
  "target_mode": "synthetic_demo_score",
  "run_mode": "FINAL"
}