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mirror of https://github.com/sjwhitworth/golearn.git synced 2025-04-25 13:48:49 +08:00
golearn/base/binary.go
Richard Townsend e30ff6580a ARFF import/export, CSV export, serialisation
* Only numeric and categorical ARFF attributes are currently supported.
* Only the dense version of the ARFF format is supported.
* Compressed format is .tar.gz file which should allow extensibility.
    * Attributes stored using JSON representations.
* Also offers smarter estimation of the precision of numeric Attributes.
* Also adds support for writing instances to CSV
2014-11-13 20:09:00 +00:00

94 lines
2.0 KiB
Go

package base
import (
"encoding/json"
"fmt"
"strconv"
)
// BinaryAttributes can only represent 1 or 0.
type BinaryAttribute struct {
Name string
}
// MarshalJSON returns a JSON version of this BinaryAttribute for serialisation.
func (b *BinaryAttribute) MarshalJSON() ([]byte, error) {
return json.Marshal(map[string]interface{}{
"type": "binary",
"name": b.Name,
})
}
// UnmarshalJSON unpacks a BinaryAttribute from serialisation.
// Usually, there's nothing to deserialize.
func (b *BinaryAttribute) UnmarshalJSON(data []byte) error {
return nil
}
// NewBinaryAttribute creates a BinaryAttribute with the given name
func NewBinaryAttribute(name string) *BinaryAttribute {
return &BinaryAttribute{
name,
}
}
// GetName returns the name of this Attribute.
func (b *BinaryAttribute) GetName() string {
return b.Name
}
// SetName sets the name of this Attribute.
func (b *BinaryAttribute) SetName(name string) {
b.Name = name
}
// GetType returns BinaryType.
func (b *BinaryAttribute) GetType() int {
return BinaryType
}
// GetSysValFromString returns either 1 or 0 in a single byte.
func (b *BinaryAttribute) GetSysValFromString(userVal string) []byte {
f, err := strconv.ParseFloat(userVal, 64)
if err != nil {
panic(err)
}
ret := make([]byte, 1)
if f > 0 {
ret[0] = 1
}
return ret
}
// GetStringFromSysVal returns either 1 or 0.
func (b *BinaryAttribute) GetStringFromSysVal(val []byte) string {
if val[0] > 0 {
return "1"
}
return "0"
}
// Equals checks for equality with another BinaryAttribute.
func (b *BinaryAttribute) Equals(other Attribute) bool {
if a, ok := other.(*BinaryAttribute); !ok {
return false
} else {
return a.Name == b.Name
}
}
// Compatible checks whether this Attribute can be represented
// in the same pond as another.
func (b *BinaryAttribute) Compatible(other Attribute) bool {
if _, ok := other.(*BinaryAttribute); !ok {
return false
} else {
return true
}
}
// String returns a human-redable representation.
func (b *BinaryAttribute) String() string {
return fmt.Sprintf("BinaryAttribute(%s)", b.Name)
}