config.yaml

import:
    routine: timeflow.csv_open
    file: time-series.csv
    const:
        description: NREL BMS
        latitude: 39.74
        longitude: -105.18
        elevation: 1.829
        surface_type: vegetation
        atmosphere: sub-arctic summer
    map:
        DateTime: time
        GlobalCM22: irradiance
        Temperature: temperature
        RelativeHumidity: relative_humidity
        Pressure: pressure


select:
    routine: timeflow.clear_point_select
    data:
        from: import


optimize_clear:
    routine: timeflow.optimize
    model: timeflow.models.SMARTS
    target: irradiance
    variable: angstroms_coefficient
    data:
        from: select
        if: true # "if" is provided by timeflow.clear_point_selector


interpolate_aod:
    routine: timeflow.linear_interpolate
    dependant: angstroms_coefficient
    independant: time
    data:
        from: import
        with: optimize_clear


optimize_cloudy:
    routeine: timeflow.optimize
    model: timeflow.models.SBdart
    target: irradiance
    variable: cloud_optical_thickness
    data:
        from: interpolate_aod