create_model_details.go

// Copyright (c) 2016, 2018, 2024, Oracle and/or its affiliates.  All rights reserved.
// This software is dual-licensed to you under the Universal Permissive License (UPL) 1.0 as shown at https://oss.oracle.com/licenses/upl or Apache License 2.0 as shown at http://www.apache.org/licenses/LICENSE-2.0. You may choose either license.
// Code generated. DO NOT EDIT.

// Document Understanding API
//
// Document AI helps customers perform various analysis on their documents. If a customer has lots of documents, they can process them in batch using asynchronous API endpoints.
//

package aidocument

import (
	"encoding/json"
	"fmt"
	"github.com/oracle/oci-go-sdk/v65/common"
	"strings"
)

// CreateModelDetails The information needed to create a new model.
type CreateModelDetails struct {

	// The type of the Document model.
	ModelType ModelModelTypeEnum `mandatory:"true" json:"modelType"`

	// The compartment identifier.
	CompartmentId *string `mandatory:"true" json:"compartmentId"`

	// The OCID (https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm) of the project that contains the model.
	ProjectId *string `mandatory:"true" json:"projectId"`

	// A human-friendly name for the model, which can be changed.
	DisplayName *string `mandatory:"false" json:"displayName"`

	// An optional description of the model.
	Description *string `mandatory:"false" json:"description"`

	// The model version
	ModelVersion *string `mandatory:"false" json:"modelVersion"`

	// Set to true when experimenting with a new model type or dataset, so the model training is quick, with a predefined low number of passes through the training data.
	IsQuickMode *bool `mandatory:"false" json:"isQuickMode"`

	// The maximum model training time in hours, expressed as a decimal fraction.
	MaxTrainingTimeInHours *float64 `mandatory:"false" json:"maxTrainingTimeInHours"`

	TrainingDataset Dataset `mandatory:"false" json:"trainingDataset"`

	TestingDataset Dataset `mandatory:"false" json:"testingDataset"`

	ValidationDataset Dataset `mandatory:"false" json:"validationDataset"`

	// The OCID (https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm) list of active custom Key Value models that need to be composed.
	ComponentModels []ComponentModel `mandatory:"false" json:"componentModels"`

	// the alias name of the model.
	AliasName *string `mandatory:"false" json:"aliasName"`

	// A simple key-value pair that is applied without any predefined name, type, or scope. It exists for cross-compatibility only.
	// For example: `{"bar-key": "value"}`
	FreeformTags map[string]string `mandatory:"false" json:"freeformTags"`

	// Defined tags for this resource. Each key is predefined and scoped to a namespace.
	// For example: `{"foo-namespace": {"bar-key": "value"}}`
	DefinedTags map[string]map[string]interface{} `mandatory:"false" json:"definedTags"`
}

func (m CreateModelDetails) String() string {
	return common.PointerString(m)
}

// ValidateEnumValue returns an error when providing an unsupported enum value
// This function is being called during constructing API request process
// Not recommended for calling this function directly
func (m CreateModelDetails) ValidateEnumValue() (bool, error) {
	errMessage := []string{}
	if _, ok := GetMappingModelModelTypeEnum(string(m.ModelType)); !ok && m.ModelType != "" {
		errMessage = append(errMessage, fmt.Sprintf("unsupported enum value for ModelType: %s. Supported values are: %s.", m.ModelType, strings.Join(GetModelModelTypeEnumStringValues(), ",")))
	}

	if len(errMessage) > 0 {
		return true, fmt.Errorf(strings.Join(errMessage, "\n"))
	}
	return false, nil
}

// UnmarshalJSON unmarshals from json
func (m *CreateModelDetails) UnmarshalJSON(data []byte) (e error) {
	model := struct {
		DisplayName            *string                           `json:"displayName"`
		Description            *string                           `json:"description"`
		ModelVersion           *string                           `json:"modelVersion"`
		IsQuickMode            *bool                             `json:"isQuickMode"`
		MaxTrainingTimeInHours *float64                          `json:"maxTrainingTimeInHours"`
		TrainingDataset        dataset                           `json:"trainingDataset"`
		TestingDataset         dataset                           `json:"testingDataset"`
		ValidationDataset      dataset                           `json:"validationDataset"`
		ComponentModels        []ComponentModel                  `json:"componentModels"`
		AliasName              *string                           `json:"aliasName"`
		FreeformTags           map[string]string                 `json:"freeformTags"`
		DefinedTags            map[string]map[string]interface{} `json:"definedTags"`
		ModelType              ModelModelTypeEnum                `json:"modelType"`
		CompartmentId          *string                           `json:"compartmentId"`
		ProjectId              *string                           `json:"projectId"`
	}{}

	e = json.Unmarshal(data, &model)
	if e != nil {
		return
	}
	var nn interface{}
	m.DisplayName = model.DisplayName

	m.Description = model.Description

	m.ModelVersion = model.ModelVersion

	m.IsQuickMode = model.IsQuickMode

	m.MaxTrainingTimeInHours = model.MaxTrainingTimeInHours

	nn, e = model.TrainingDataset.UnmarshalPolymorphicJSON(model.TrainingDataset.JsonData)
	if e != nil {
		return
	}
	if nn != nil {
		m.TrainingDataset = nn.(Dataset)
	} else {
		m.TrainingDataset = nil
	}

	nn, e = model.TestingDataset.UnmarshalPolymorphicJSON(model.TestingDataset.JsonData)
	if e != nil {
		return
	}
	if nn != nil {
		m.TestingDataset = nn.(Dataset)
	} else {
		m.TestingDataset = nil
	}

	nn, e = model.ValidationDataset.UnmarshalPolymorphicJSON(model.ValidationDataset.JsonData)
	if e != nil {
		return
	}
	if nn != nil {
		m.ValidationDataset = nn.(Dataset)
	} else {
		m.ValidationDataset = nil
	}

	m.ComponentModels = make([]ComponentModel, len(model.ComponentModels))
	copy(m.ComponentModels, model.ComponentModels)
	m.AliasName = model.AliasName

	m.FreeformTags = model.FreeformTags

	m.DefinedTags = model.DefinedTags

	m.ModelType = model.ModelType

	m.CompartmentId = model.CompartmentId

	m.ProjectId = model.ProjectId

	return
}