dataset

package

v0.0.0-...-471a3bb Latest Latest Go to latest Published: Mar 31, 2020 License: Apache-2.0 Imports: 13 Imported by: 0

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Repository

github.com/uncharted-distil/distil-pipeline-executer

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Documentation ¶

Index ¶

Constants
type Image
- func NewImageDataset(rawData []byte) (*Image, error)
- func (i *Image) CreateDataset(rootPath string) (*model.Dataset, error)
- func (i *Image) GetPredictionsID() string
type ImageEncoded
type Row
type Table
- func NewTableDataset(rawData []byte) (*Table, error)
- func (t *Table) CreateDataset(rootPath string) (*model.Dataset, error)
- func (t *Table) GetPredictionsID() string
type Type

Constants ¶

View Source

const (
	// ImageType is the value for image datasets.
	ImageType Type = "Image"
	// TableType is the value for table datasets.
	TableType = "Table"
	// UnknownType is the catch all dataset type.
	UnknownType = "Unknown"
)

Variables ¶

This section is empty.

Functions ¶

This section is empty.

Types ¶

type Image ¶

type Image struct {
	ID     string          `json:"id"`
	Images []*ImageEncoded `json:"images"`
}

Image captures the data in an image dataset.

func NewImageDataset ¶

func NewImageDataset(rawData []byte) (*Image, error)

NewImageDataset creates a new image dataset from raw byte data, assuming json.

func (*Image) CreateDataset ¶

func (i *Image) CreateDataset(rootPath string) (*model.Dataset, error)

CreateDataset creates a basic dataset from an image dataset

func (*Image) GetPredictionsID ¶

func (i *Image) GetPredictionsID() string

GetPredictionsID returns the prediction set id.

type ImageEncoded ¶

type ImageEncoded struct {
	ID    string `json:"id"`
	Type  string `json:"type"`
	Image string `json:"image"`
	Label string `json:"label"`
}

ImageEncoded is a base46 encoded image.

type Row ¶

type Row struct {
	ID   string            `json:"id"`
	Data map[string]string `json:"data"`
}

Row is a row of table data, tagged with an id.

type Table ¶

type Table struct {
	ID   string `json:"id"`
	Rows []Row  `json:"rows"`
}

Table represents a basic table dataset.

func NewTableDataset ¶

func NewTableDataset(rawData []byte) (*Table, error)

NewTableDataset creates a new table dataset from raw byte data, assuming json

func (*Table) CreateDataset ¶

func (t *Table) CreateDataset(rootPath string) (*model.Dataset, error)

CreateDataset processes the table data structure into a dataset that can be used in the D3M ecosystem.

func (*Table) GetPredictionsID ¶

func (t *Table) GetPredictionsID() string

GetPredictionsID returns the prediction set id.

type Type ¶

type Type string

Type is an enum for supported dataset types.

Source Files ¶

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