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model_forecasting.go
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/
model_forecasting.go
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package schedule
import (
"encoding/json"
"fmt"
)
// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License. See NOTICE.txt in the project root for license information.
var _ AutoMLVertical = Forecasting{}
type Forecasting struct {
CvSplitColumnNames *[]string `json:"cvSplitColumnNames,omitempty"`
FeaturizationSettings *TableVerticalFeaturizationSettings `json:"featurizationSettings,omitempty"`
ForecastingSettings *ForecastingSettings `json:"forecastingSettings,omitempty"`
LimitSettings *TableVerticalLimitSettings `json:"limitSettings,omitempty"`
NCrossValidations NCrossValidations `json:"nCrossValidations"`
PrimaryMetric *ForecastingPrimaryMetrics `json:"primaryMetric,omitempty"`
TestData *MLTableJobInput `json:"testData,omitempty"`
TestDataSize *float64 `json:"testDataSize,omitempty"`
TrainingSettings *ForecastingTrainingSettings `json:"trainingSettings,omitempty"`
ValidationData *MLTableJobInput `json:"validationData,omitempty"`
ValidationDataSize *float64 `json:"validationDataSize,omitempty"`
WeightColumnName *string `json:"weightColumnName,omitempty"`
// Fields inherited from AutoMLVertical
LogVerbosity *LogVerbosity `json:"logVerbosity,omitempty"`
TargetColumnName *string `json:"targetColumnName,omitempty"`
TrainingData MLTableJobInput `json:"trainingData"`
}
var _ json.Marshaler = Forecasting{}
func (s Forecasting) MarshalJSON() ([]byte, error) {
type wrapper Forecasting
wrapped := wrapper(s)
encoded, err := json.Marshal(wrapped)
if err != nil {
return nil, fmt.Errorf("marshaling Forecasting: %+v", err)
}
var decoded map[string]interface{}
if err := json.Unmarshal(encoded, &decoded); err != nil {
return nil, fmt.Errorf("unmarshaling Forecasting: %+v", err)
}
decoded["taskType"] = "Forecasting"
encoded, err = json.Marshal(decoded)
if err != nil {
return nil, fmt.Errorf("re-marshaling Forecasting: %+v", err)
}
return encoded, nil
}
var _ json.Unmarshaler = &Forecasting{}
func (s *Forecasting) UnmarshalJSON(bytes []byte) error {
type alias Forecasting
var decoded alias
if err := json.Unmarshal(bytes, &decoded); err != nil {
return fmt.Errorf("unmarshaling into Forecasting: %+v", err)
}
s.CvSplitColumnNames = decoded.CvSplitColumnNames
s.FeaturizationSettings = decoded.FeaturizationSettings
s.ForecastingSettings = decoded.ForecastingSettings
s.LimitSettings = decoded.LimitSettings
s.LogVerbosity = decoded.LogVerbosity
s.PrimaryMetric = decoded.PrimaryMetric
s.TargetColumnName = decoded.TargetColumnName
s.TestData = decoded.TestData
s.TestDataSize = decoded.TestDataSize
s.TrainingData = decoded.TrainingData
s.TrainingSettings = decoded.TrainingSettings
s.ValidationData = decoded.ValidationData
s.ValidationDataSize = decoded.ValidationDataSize
s.WeightColumnName = decoded.WeightColumnName
var temp map[string]json.RawMessage
if err := json.Unmarshal(bytes, &temp); err != nil {
return fmt.Errorf("unmarshaling Forecasting into map[string]json.RawMessage: %+v", err)
}
if v, ok := temp["nCrossValidations"]; ok {
impl, err := unmarshalNCrossValidationsImplementation(v)
if err != nil {
return fmt.Errorf("unmarshaling field 'NCrossValidations' for 'Forecasting': %+v", err)
}
s.NCrossValidations = impl
}
return nil
}