action i_cue_post_forecast_forecast_bottom_up {
  label: "Bottom up forecasting"
  description: "Calculate forecast by timeseries and sum results up to establish forecast for top level timeseries."
  provider: i_cue
  method: POST
  path: "/forecast/forecast-bottom-up"
  encoding: json
  input: {
    type: "object"
    properties: {
      Token: {
        type: "string"
      }
      data: {
        type: "array"
        items: {
          type: "object"
          properties: {
            historyValues: {
              type: "array"
              items: {
                type: "number"
                format: "double"
              }
            }
            timeSeriesId: {
              type: "string"
            }
          }
          additionalProperties: false
        }
      }
      method: {
        type: "string"
      }
      override: {
        type: "boolean"
      }
      params: {
        type: "object"
        required: ["discardData", "errorType", "holdOutPeriod", "noFcst", "outlierDetection", "periodicity"]
        properties: {
          discardData: {
            type: "boolean"
          }
          errorType: {
            type: "string"
            enum: ["MeanAbsolutePercentageError", "MeanSquaredError", "MeanAbsoluteError", "MedianAbsoluteDeviation", "None"]
          }
          holdOutPeriod: {
            type: "integer"
            format: "int32"
          }
          noFcst: {
            type: "integer"
            format: "int32"
          }
          outlierDetection: {
            type: "boolean"
          }
          periodicity: {
            type: "integer"
            format: "int32"
          }
        }
        additionalProperties: false
      }
      planningLevelId: {
        type: "string"
      }
      startDate: {
        type: "string"
      }
    }
    required: ["method", "planningLevelId", "startDate"]
    additionalProperties: false
  }
  output: {
    type: "object"
    properties: {
      forecastData: {
        type: "array"
        items: {
          type: "object"
          properties: {
            date: {
              type: "string"
            }
            value: {
              type: "number"
              format: "double"
            }
          }
          additionalProperties: false
        }
      }
      hyperparameters: {
        type: "object"
        properties: {
          discardData: {
            type: "boolean"
          }
          errorType: {
            type: "string"
            enum: ["MeanAbsolutePercentageError", "MeanSquaredError", "MeanAbsoluteError", "MedianAbsoluteDeviation", "None"]
          }
          holdOutPeriod: {
            type: "integer"
            format: "int32"
          }
          noFcst: {
            type: "integer"
            format: "int32"
          }
          periodicity: {
            type: "integer"
            format: "int32"
          }
        }
        additionalProperties: false
      }
    }
    additionalProperties: false
  }
}