jobs/kpi-forecasting/kpi_forecasting/configs/search_forecasting_daily_active_users.yaml [6:40]:
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  start_date: "2018-01-01"
  end_date: "last complete month"
  segments:
    device: "device"
    channel: "'all'"
    country: "CASE WHEN country = 'US' THEN 'US' ELSE 'ROW' END"
    partner: "partner"
  where: "partner = 'Google'"

forecast_model:
  model_type: "funnel"
  start_date: NULL
  end_date: NULL
  use_all_us_holidays: False
  predict_historical_dates: True
  number_of_simulations: 1000
  parameters:
    - segment:
        device: desktop
      start_date: "2018-01-01"
      end_date: NULL
      holidays: ["easter", "covid_sip11"]
      regressors: ["post_esr_migration", "in_covid"]
      grid_parameters:
        changepoint_prior_scale: [0.001, 0.01, 0.1, 0.2, 0.5]
        changepoint_range: [0.8, 0.9]
        weekly_seasonality: True
        yearly_seasonality: True
      cv_settings:
        initial: "1296 days"
        period: "30 days"
        horizon: "30 days"
        parallel: "processes"
    - segment: 
        device: mobile
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jobs/kpi-forecasting/kpi_forecasting/configs/search_forecasting_search_count.yaml [6:40]:
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  start_date: "2018-01-01"
  end_date: "last complete month"
  segments:
    device: "device"
    channel: "'all'"
    country: "CASE WHEN country = 'US' THEN 'US' ELSE 'ROW' END"
    partner: "partner"
  where: "partner = 'Google'"

forecast_model:
  model_type: "funnel"
  start_date: NULL
  end_date: NULL
  use_all_us_holidays: False
  predict_historical_dates: True
  number_of_simulations: 1000
  parameters:
    - segment:
        device: desktop
      start_date: "2018-01-01"
      end_date: NULL
      holidays: ["easter", "covid_sip11"]
      regressors: ["post_esr_migration", "in_covid"]
      grid_parameters:
        changepoint_prior_scale: [0.001, 0.01, 0.1, 0.2, 0.5]
        changepoint_range: [0.8, 0.9]
        weekly_seasonality: True
        yearly_seasonality: True
      cv_settings:
        initial: "1296 days"
        period: "30 days"
        horizon: "30 days"
        parallel: "processes"
    - segment:
        device: mobile  
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