naturallanguageclassifierv1

type Classification struct {

	// Unique identifier for this classifier.
	ClassifierID *string `json:"classifier_id,omitempty"`

	// Link to the classifier.
	URL *string `json:"url,omitempty"`

	// The submitted phrase.
	Text *string `json:"text,omitempty"`

	// The class with the highest confidence.
	TopClass *string `json:"top_class,omitempty"`

	// An array of up to ten class-confidence pairs sorted in descending order of confidence.
	Classes []ClassifiedClass `json:"classes,omitempty"`
}

type ClassificationCollection struct {

	// Unique identifier for this classifier.
	ClassifierID *string `json:"classifier_id,omitempty"`

	// Link to the classifier.
	URL *string `json:"url,omitempty"`

	// An array of classifier responses for each submitted phrase.
	Collection []CollectionItem `json:"collection,omitempty"`
}

type ClassifiedClass struct {

	// A decimal percentage that represents the confidence that Watson has in this class. Higher values represent higher
	// confidences.
	Confidence *float64 `json:"confidence,omitempty"`

	// Class label.
	ClassName *string `json:"class_name,omitempty"`
}

type Classifier struct {

	// User-supplied name for the classifier.
	Name *string `json:"name,omitempty"`

	// Link to the classifier.
	URL *string `json:"url" validate:"required"`

	// The state of the classifier.
	Status *string `json:"status,omitempty"`

	// Unique identifier for this classifier.
	ClassifierID *string `json:"classifier_id" validate:"required"`

	// Date and time (UTC) the classifier was created.
	Created *strfmt.DateTime `json:"created,omitempty"`

	// Additional detail about the status.
	StatusDescription *string `json:"status_description,omitempty"`

	// The language used for the classifier.
	Language *string `json:"language,omitempty"`
}

type ClassifierList struct {

	// The classifiers available to the user. Returns an empty array if no classifiers are available.
	Classifiers []Classifier `json:"classifiers" validate:"required"`
}

type ClassifyCollectionOptions struct {

	// Classifier ID to use.
	ClassifierID *string `json:"classifier_id" validate:"required"`

	// The submitted phrases.
	Collection []ClassifyInput `json:"collection" validate:"required"`

	// Allows users to set headers to be GDPR compliant
	Headers map[string]string
}

type ClassifyInput struct {

	// The submitted phrase. The maximum length is 2048 characters.
	Text *string `json:"text" validate:"required"`
}

type ClassifyOptions struct {

	// Classifier ID to use.
	ClassifierID *string `json:"classifier_id" validate:"required"`

	// The submitted phrase. The maximum length is 2048 characters.
	Text *string `json:"text" validate:"required"`

	// Allows users to set headers to be GDPR compliant
	Headers map[string]string
}

type CollectionItem struct {

	// The submitted phrase. The maximum length is 2048 characters.
	Text *string `json:"text,omitempty"`

	// The class with the highest confidence.
	TopClass *string `json:"top_class,omitempty"`

	// An array of up to ten class-confidence pairs sorted in descending order of confidence.
	Classes []ClassifiedClass `json:"classes,omitempty"`
}

type CreateClassifierOptions struct {

	// Metadata in JSON format. The metadata identifies the language of the data, and an optional name to identify the
	// classifier. Specify the language with the 2-letter primary language code as assigned in ISO standard 639.
	//
	// Supported languages are English (`en`), Arabic (`ar`), French (`fr`), German, (`de`), Italian (`it`), Japanese
	// (`ja`), Korean (`ko`), Brazilian Portuguese (`pt`), and Spanish (`es`).
	Metadata *os.File `json:"training_metadata" validate:"required"`

	// The filename for trainingMetadata.
	MetadataFilename *string `json:"metadata_filename,omitempty"`

	// Training data in CSV format. Each text value must have at least one class. The data can include up to 3,000 classes
	// and 20,000 records. For details, see [Data
	// preparation](https://console.bluemix.net/docs/services/natural-language-classifier/using-your-data.html).
	TrainingData *os.File `json:"training_data" validate:"required"`

	// The filename for trainingData.
	TrainingDataFilename *string `json:"training_data_filename,omitempty"`

	// Allows users to set headers to be GDPR compliant
	Headers map[string]string
}

type DeleteClassifierOptions struct {

	// Classifier ID to delete.
	ClassifierID *string `json:"classifier_id" validate:"required"`

	// Allows users to set headers to be GDPR compliant
	Headers map[string]string
}

type GetClassifierOptions struct {

	// Classifier ID to query.
	ClassifierID *string `json:"classifier_id" validate:"required"`

	// Allows users to set headers to be GDPR compliant
	Headers map[string]string
}

type ListClassifiersOptions struct {

	// Allows users to set headers to be GDPR compliant
	Headers map[string]string
}

type NaturalLanguageClassifierV1 struct {
	Service *core.WatsonService
}

type NaturalLanguageClassifierV1Options struct {
	URL            string
	Username       string
	Password       string
	IAMApiKey      string
	IAMAccessToken string
	IAMURL         string
}