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function.go
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368 lines (337 loc) · 8.81 KB
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package picker
import (
"encoding/json"
"github.com/chanced/dynamic"
)
const (
// ScoreExp is an exponential decay function
//
// https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html#function-decay
FuncKindExp FuncKind = "exp"
// ScoreGause is normal decay
//
// https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html#function-decay
FuncKindGauss FuncKind = "gauss"
// FuncKindLinearDecay decay
//
// https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html#function-decay
FuncKindLinear FuncKind = "linear"
// FuncKindWeight allows you to multiply the score by the provided weight. This
// can sometimes be desired since boost value set on specific queries gets
// normalized, while for this score function it does not. The number value
// is of type float.
// https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html#function-weight
FuncKindWeight FuncKind = "weight"
// FuncKindScriptScore allows you to wrap another query and customize the
// scoring of it optionally with a computation derived from other numeric
// field values in the doc using a script expression.
//
// https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html#function-script-score
FuncKindScriptScore FuncKind = "script_score"
// FuncKindRandomScore generates scores that are uniformly distributed from 0 up to
// but not including 1. By default, it uses the internal Lucene doc ids as a
// source of randomness, which is very efficient but unfortunately not
// reproducible since documents might be renumbered by merges.
//
// https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html#function-random
FuncKindRandomScore FuncKind = "random_score"
// FuncKindFieldValueFactor function allows you to use a field from a document
// to influence the score. It’s similar to using the script_score function,
// however, it avoids the overhead of scripting. If used on a multi-valued
// field, only the first value of the field is used in calculations
//
// https://www.elastic.co/guide/en/elasticsearch/reference/current/query-dsl-function-score-query.html#function-field-value-factor
FuncKindFieldValueFactor FuncKind = "field_value_factor"
)
var scoreFunctionHandlers = map[FuncKind]func() function{
FuncKindExp: func() function { return &ExpDecayFunction{} },
FuncKindGauss: func() function { return &GaussFunction{} },
FuncKindLinear: func() function { return &LinearDecayFunction{} },
FuncKindScriptScore: func() function { return &ScriptScoreFunction{} },
FuncKindRandomScore: func() function { return &RandomScoreFunction{} },
FuncKindFieldValueFactor: func() function { return &FieldValueFactorFunction{} },
}
// Funcs is a slice of Functioners, valid options are:
//
// - picker.WeightFunc,
// - picker.LinearFunc,
// - picker.ExpFunc,
// - picker.GaussFunc,
// - picker.RandomScoreFunc,
// - picker.ScriptScoreFunc,
// - picker.FieldValueFactorFunc
type Funcs []Functioner
func (f Funcs) functions() (Functions, error) {
res := make(Functions, len(f))
for i, v := range f {
fv, err := v.Function()
if err != nil {
return nil, err
}
res[i] = fv
}
return res, nil
}
type Function interface {
FuncKind() FuncKind
Weight() float64
SetWeight(interface{}) error
Filter() QueryClause
SetFilter(CompleteClauser) error
json.Marshaler
}
type function interface {
Function
unmarshalParams(data dynamic.JSON) error
marshalParams(dynamic.JSONObject) error
}
type DecayFunction interface {
Function
Field() string
Origin() interface{}
SetOrigin(interface{}) error
Offset() dynamic.StringNumberOrTime
SetOffset(interface{}) error
Scale() dynamic.StringOrNumber
SetScale(interface{}) error
SetField(string) error
Decay() dynamic.Number
SetDecay(v interface{}) error
}
type Functions []Function
// TODO: This needs refactoring. Funcs are a pain to unmarshal
func (f *Functions) UnmarshalBSON(data []byte) error {
return f.UnmarshalJSON(data)
}
func (f *Functions) UnmarshalJSON(data []byte) error {
*f = Functions{}
var fds []dynamic.JSON
d := dynamic.JSON(data)
if d.IsNull() || len(d) == 0 {
return nil
}
if d.IsNull() {
return nil
}
if d.IsArray() {
err := json.Unmarshal(d, &fds)
if err != nil {
return err
}
} else {
fds = []dynamic.JSON{d}
}
for _, fd := range fds {
fn, err := unmarshalFunction(fd)
if err != nil {
return err
}
if fn == nil {
continue
}
(*f) = append((*f), fn)
}
return nil
}
type Functioner interface {
Function() (Function, error)
}
type FuncKind string
func (f FuncKind) String() string {
return string(f)
}
func unmarshalFunction(data dynamic.JSON) (function, error) {
var params dynamic.JSONObject
err := json.Unmarshal(data, ¶ms)
if err != nil {
return nil, err
}
var handler func() function
var fn function
for k, fd := range params {
fk := FuncKind(k)
if h, ok := scoreFunctionHandlers[fk]; ok {
handler = h
fn = handler()
err := fn.unmarshalParams(fd)
if err != nil {
return nil, err
}
}
}
if handler == nil {
fn = &WeightFunction{}
} else {
fn = handler()
}
err = unmarshalWeightParam(params["weight"], fn)
if err != nil {
return nil, err
}
filter, err := unmarshalSingleQueryClause(params["filter"])
if err != nil {
return nil, err
}
err = fn.SetFilter(filter)
if err != nil {
return nil, err
}
return fn, nil
}
func unmarshalDecayFuncParams(data dynamic.JSON, fn DecayFunction) error {
var obj dynamic.JSONObject
if len(data) == 0 {
// empty? error?
return nil
}
err := json.Unmarshal(data, &obj)
if err != nil {
return err
}
unmarshalers := map[string]func(data dynamic.JSON, fn DecayFunction) error{
"offset": unmarshalOffsetParam,
"decay": unmarshalDecayParam,
"origin": unmarshalOriginParam,
"scale": unmarshalScaleParam,
}
for key, unmarshal := range unmarshalers {
err := unmarshal(obj[key], fn)
if err != nil {
return err
}
}
return nil
}
func unmarshalDecayFunction(data dynamic.JSON, fn DecayFunction) error {
if data.Len() == 0 {
return nil
}
var obj dynamic.JSONObject
err := json.Unmarshal(data, &obj)
if err != nil {
return err
}
for field, d := range obj {
err = fn.SetField(field)
if err != nil {
return err
}
return unmarshalDecayFuncParams(d, fn)
}
// empty? error?
return nil
}
func unmarshalOriginParam(data dynamic.JSON, fn DecayFunction) error {
if data.Len() == 0 {
return nil
}
var origin interface{}
err := json.Unmarshal(data, &origin)
if err != nil {
return err
}
return fn.SetOrigin(origin)
}
func unmarshalDecayParam(data dynamic.JSON, fn DecayFunction) error {
if data.Len() == 0 {
return nil
}
n := dynamic.Number{}
err := n.UnmarshalJSON(data)
if err != nil {
return err
}
return fn.SetDecay(n)
}
func unmarshalOffsetParam(data dynamic.JSON, fn DecayFunction) error {
if data.Len() == 0 {
return nil
}
offset := dynamic.StringNumberOrTime{}
err := offset.UnmarshalJSON(data)
if err != nil {
return err
}
return fn.SetOffset(offset)
}
func unmarshalScaleParam(data dynamic.JSON, fn DecayFunction) error {
if data.Len() == 0 {
return nil
}
scale := dynamic.StringOrNumber{}
err := scale.UnmarshalJSON(data)
if err != nil {
return err
}
return fn.SetScale(scale)
}
func marshalFunction(fn function) (dynamic.JSON, error) {
obj := dynamic.JSONObject{}
weight, err := marshalWeightParam(fn)
if err != nil {
return nil, err
}
if len(weight) > 0 {
obj["weight"] = weight
}
if fn.Filter() != nil {
filter, err := marshalSingleQueryClause(fn.Filter())
if err != nil {
return nil, err
}
obj["filter"] = filter
}
if fn.FuncKind() != FuncKindWeight {
err := fn.marshalParams(obj)
if err != nil {
return nil, err
}
}
return json.Marshal(obj)
}
func marshalDecayFunction(data dynamic.JSONObject, fn DecayFunction) error {
if len(fn.Field()) == 0 {
return nil
}
params := dynamic.JSONObject{}
if !fn.Decay().IsNil() {
decay, err := json.Marshal(fn.Decay())
if err != nil {
return err
}
params["decay"] = decay
}
if !fn.Offset().IsNil() && fn.Offset().String() != "" {
offset, err := json.Marshal(fn.Offset())
if err != nil {
return err
}
params["offset"] = offset
}
if fn.Origin() != nil {
origin, err := json.Marshal(fn.Origin())
if err != nil {
return err
}
params["origin"] = origin
}
if !fn.Scale().IsNil() {
scale, err := fn.Scale().MarshalJSON()
if err != nil {
return err
}
params["scale"] = scale
}
if len(params) > 0 {
fnData, err := json.Marshal(params)
if err != nil {
return err
}
fldData, err := json.Marshal(dynamic.JSONObject{fn.Field(): fnData})
if err != nil {
return err
}
data[string(fn.FuncKind())] = fldData
}
return nil
}