action i_cue_post_forecast_full_detail {
  label: "Full forecast result details, including error, trend seasonality and outlier"
  description: "Response provides full forecast result details, including error, trend seasonality and outlier. Great for advanced analysis."
  provider: i_cue
  method: POST
  path: "/forecast/full-detail"
  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: {
      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
      }
      timeSeries: {
        type: "array"
        items: {
          type: "object"
          properties: {
            error: {
              type: "number"
              format: "double"
            }
            forecastData: {
              type: "array"
              items: {
                type: "object"
                properties: {
                  date: {
                    type: "string"
                  }
                  value: {
                    type: "number"
                    format: "double"
                  }
                }
                additionalProperties: false
              }
            }
            historyData: {
              type: "array"
              items: {
                type: "object"
                additionalProperties: true
              }
            }
            method: {
              type: "string"
            }
            optimalParameters: {
              type: "object"
              properties: {
                alpha: {
                  type: "number"
                  format: "double"
                }
                beta: {
                  type: "number"
                  format: "double"
                }
                gamma: {
                  type: "number"
                  format: "double"
                }
              }
              additionalProperties: false
            }
            outliers: {
              type: "array"
              items: {
                type: "object"
                properties: {
                  index: {
                    type: "integer"
                    format: "int32"
                  }
                  type: {
                    type: "string"
                    enum: ["Additive", "LevelShift", "TemporaryChange", "Seasonal"]
                  }
                  value: {
                    type: "number"
                    format: "double"
                  }
                }
                additionalProperties: false
              }
            }
            timeSeriesId: {
              type: "string"
            }
          }
          additionalProperties: false
        }
      }
    }
    additionalProperties: false
  }
}