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model.go
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model.go
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// Copyright (c) 2016, 2018, 2023, 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.
// Language API
//
// OCI Language Service solutions can help enterprise customers integrate AI into their products immediately using our proven,
// pre-trained and custom models or containers, without a need to set up an house team of AI and ML experts.
// This allows enterprises to focus on business drivers and development work rather than AI and ML operations, which shortens the time to market.
//
package ailanguage
import (
"encoding/json"
"fmt"
"github.com/oracle/oci-go-sdk/v65/common"
"strings"
)
// Model Description of the a Model.
type Model struct {
// Unique identifier model OCID of a model that is immutable on creation
Id *string `mandatory:"true" json:"id"`
// A user-friendly display name for the resource. It does not have to be unique and can be modified. Avoid entering confidential information.
DisplayName *string `mandatory:"true" json:"displayName"`
// The OCID (https://docs.cloud.oracle.com/Content/General/Concepts/identifiers.htm) for the model's compartment.
CompartmentId *string `mandatory:"true" json:"compartmentId"`
// The OCID (https://docs.cloud.oracle.com/iaas/Content/General/Concepts/identifiers.htm) of the project to associate with the model.
ProjectId *string `mandatory:"true" json:"projectId"`
ModelDetails ModelDetails `mandatory:"true" json:"modelDetails"`
// The time the the model was created. An RFC3339 formatted datetime string.
TimeCreated *common.SDKTime `mandatory:"true" json:"timeCreated"`
// The state of the model.
LifecycleState ModelLifecycleStateEnum `mandatory:"true" json:"lifecycleState"`
// A short description of the Model.
Description *string `mandatory:"false" json:"description"`
// The time the model was updated. An RFC3339 formatted datetime string.
TimeUpdated *common.SDKTime `mandatory:"false" json:"timeUpdated"`
// A message describing the current state in more detail. For example, can be used to provide actionable information for a resource in failed state.
LifecycleDetails *string `mandatory:"false" json:"lifecycleDetails"`
TrainingDataset DatasetDetails `mandatory:"false" json:"trainingDataset"`
EvaluationResults EvaluationResults `mandatory:"false" json:"evaluationResults"`
TestStrategy TestStrategy `mandatory:"false" json:"testStrategy"`
// For pre trained models this will identify model type version used for model creation
// For custom identifying the model by model id is difficult. This param provides ease of use for end customer.
// <<service>>::<<service-name>>_<<model-type-version>>::<<custom model on which this training has to be done>>
// ex: ai-lang::NER_V1::CUSTOM-V0
Version *string `mandatory:"false" json:"version"`
// Simple key-value pair that is applied without any predefined name, type or scope. Exists for cross-compatibility only.
// 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.
// Example: `{"foo-namespace": {"bar-key": "value"}}`
DefinedTags map[string]map[string]interface{} `mandatory:"false" json:"definedTags"`
// Usage of system tag keys. These predefined keys are scoped to namespaces.
// Example: `{ "orcl-cloud": { "free-tier-retained": "true" } }`
SystemTags map[string]interface{} `mandatory:"false" json:"systemTags"`
}
func (m Model) 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 Model) ValidateEnumValue() (bool, error) {
errMessage := []string{}
if _, ok := GetMappingModelLifecycleStateEnum(string(m.LifecycleState)); !ok && m.LifecycleState != "" {
errMessage = append(errMessage, fmt.Sprintf("unsupported enum value for LifecycleState: %s. Supported values are: %s.", m.LifecycleState, strings.Join(GetModelLifecycleStateEnumStringValues(), ",")))
}
if len(errMessage) > 0 {
return true, fmt.Errorf(strings.Join(errMessage, "\n"))
}
return false, nil
}
// UnmarshalJSON unmarshals from json
func (m *Model) UnmarshalJSON(data []byte) (e error) {
model := struct {
Description *string `json:"description"`
TimeUpdated *common.SDKTime `json:"timeUpdated"`
LifecycleDetails *string `json:"lifecycleDetails"`
TrainingDataset datasetdetails `json:"trainingDataset"`
EvaluationResults evaluationresults `json:"evaluationResults"`
TestStrategy teststrategy `json:"testStrategy"`
Version *string `json:"version"`
FreeformTags map[string]string `json:"freeformTags"`
DefinedTags map[string]map[string]interface{} `json:"definedTags"`
SystemTags map[string]interface{} `json:"systemTags"`
Id *string `json:"id"`
DisplayName *string `json:"displayName"`
CompartmentId *string `json:"compartmentId"`
ProjectId *string `json:"projectId"`
ModelDetails modeldetails `json:"modelDetails"`
TimeCreated *common.SDKTime `json:"timeCreated"`
LifecycleState ModelLifecycleStateEnum `json:"lifecycleState"`
}{}
e = json.Unmarshal(data, &model)
if e != nil {
return
}
var nn interface{}
m.Description = model.Description
m.TimeUpdated = model.TimeUpdated
m.LifecycleDetails = model.LifecycleDetails
nn, e = model.TrainingDataset.UnmarshalPolymorphicJSON(model.TrainingDataset.JsonData)
if e != nil {
return
}
if nn != nil {
m.TrainingDataset = nn.(DatasetDetails)
} else {
m.TrainingDataset = nil
}
nn, e = model.EvaluationResults.UnmarshalPolymorphicJSON(model.EvaluationResults.JsonData)
if e != nil {
return
}
if nn != nil {
m.EvaluationResults = nn.(EvaluationResults)
} else {
m.EvaluationResults = nil
}
nn, e = model.TestStrategy.UnmarshalPolymorphicJSON(model.TestStrategy.JsonData)
if e != nil {
return
}
if nn != nil {
m.TestStrategy = nn.(TestStrategy)
} else {
m.TestStrategy = nil
}
m.Version = model.Version
m.FreeformTags = model.FreeformTags
m.DefinedTags = model.DefinedTags
m.SystemTags = model.SystemTags
m.Id = model.Id
m.DisplayName = model.DisplayName
m.CompartmentId = model.CompartmentId
m.ProjectId = model.ProjectId
nn, e = model.ModelDetails.UnmarshalPolymorphicJSON(model.ModelDetails.JsonData)
if e != nil {
return
}
if nn != nil {
m.ModelDetails = nn.(ModelDetails)
} else {
m.ModelDetails = nil
}
m.TimeCreated = model.TimeCreated
m.LifecycleState = model.LifecycleState
return
}
// ModelLifecycleStateEnum Enum with underlying type: string
type ModelLifecycleStateEnum string
// Set of constants representing the allowable values for ModelLifecycleStateEnum
const (
ModelLifecycleStateDeleting ModelLifecycleStateEnum = "DELETING"
ModelLifecycleStateDeleted ModelLifecycleStateEnum = "DELETED"
ModelLifecycleStateFailed ModelLifecycleStateEnum = "FAILED"
ModelLifecycleStateCreating ModelLifecycleStateEnum = "CREATING"
ModelLifecycleStateActive ModelLifecycleStateEnum = "ACTIVE"
ModelLifecycleStateUpdating ModelLifecycleStateEnum = "UPDATING"
)
var mappingModelLifecycleStateEnum = map[string]ModelLifecycleStateEnum{
"DELETING": ModelLifecycleStateDeleting,
"DELETED": ModelLifecycleStateDeleted,
"FAILED": ModelLifecycleStateFailed,
"CREATING": ModelLifecycleStateCreating,
"ACTIVE": ModelLifecycleStateActive,
"UPDATING": ModelLifecycleStateUpdating,
}
var mappingModelLifecycleStateEnumLowerCase = map[string]ModelLifecycleStateEnum{
"deleting": ModelLifecycleStateDeleting,
"deleted": ModelLifecycleStateDeleted,
"failed": ModelLifecycleStateFailed,
"creating": ModelLifecycleStateCreating,
"active": ModelLifecycleStateActive,
"updating": ModelLifecycleStateUpdating,
}
// GetModelLifecycleStateEnumValues Enumerates the set of values for ModelLifecycleStateEnum
func GetModelLifecycleStateEnumValues() []ModelLifecycleStateEnum {
values := make([]ModelLifecycleStateEnum, 0)
for _, v := range mappingModelLifecycleStateEnum {
values = append(values, v)
}
return values
}
// GetModelLifecycleStateEnumStringValues Enumerates the set of values in String for ModelLifecycleStateEnum
func GetModelLifecycleStateEnumStringValues() []string {
return []string{
"DELETING",
"DELETED",
"FAILED",
"CREATING",
"ACTIVE",
"UPDATING",
}
}
// GetMappingModelLifecycleStateEnum performs case Insensitive comparison on enum value and return the desired enum
func GetMappingModelLifecycleStateEnum(val string) (ModelLifecycleStateEnum, bool) {
enum, ok := mappingModelLifecycleStateEnumLowerCase[strings.ToLower(val)]
return enum, ok
}