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search.go
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search.go
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package querytranslate
import (
"errors"
"strconv"
"strings"
)
// Generate the queryDSL for search type request
func (query *Query) generateSearchQuery() (*interface{}, error) {
var searchQuery interface{}
rankQuery := query.getRankFeatureQuery()
if query.Value != nil {
if query.QueryString != nil && *query.QueryString {
shouldQuery, err := query.getSearchQuery()
if err != nil {
return nil, err
}
searchQuery = map[string]interface{}{
"query_string": shouldQuery,
}
} else if query.SearchOperators != nil && *query.SearchOperators {
shouldQuery, err := query.getSearchQuery()
if err != nil {
return nil, err
}
searchQuery = map[string]interface{}{
"simple_query_string": shouldQuery,
}
} else {
shouldQuery, err := query.getSearchQuery()
if err != nil {
return nil, err
}
minimumShouldMatch := 1
// Use minimum_should_match value as 2 if rank query is present
if rankQuery != nil {
minimumShouldMatch = 2
}
searchQuery = map[string]interface{}{
"bool": map[string]interface{}{
"should": shouldQuery,
"minimum_should_match": minimumShouldMatch,
},
}
}
if query.CategoryValue != nil && query.CategoryField != nil &&
*query.CategoryField != "" && *query.CategoryValue != "*" {
searchQuery = map[string]interface{}{
"bool": map[string]interface{}{
"must": []interface{}{
searchQuery.(map[string]interface{}),
map[string]interface{}{
"term": map[string]interface{}{
*query.CategoryField: query.CategoryValue,
},
},
},
},
}
}
} else if query.RankFeature != nil && rankQuery != nil {
// Apply rank feature irrespective of value key
searchQuery = map[string]interface{}{
"bool": map[string]interface{}{
"should": &rankQuery,
"minimum_should_match": 1,
},
}
return &searchQuery, nil
}
if query.Value == nil {
return nil, nil
}
// check if query value is empty string
queryAsString, ok := (*query.Value).(string)
if ok {
if strings.TrimSpace(queryAsString) == "" {
return nil, nil
}
}
// check if query value is an empty array
queryAsArray, ok := (*query.Value).([]interface{})
if ok {
if len(queryAsArray) == 0 {
return nil, nil
}
}
// Apply nestedField query
searchQuery = query.applyNestedFieldQuery(searchQuery)
return &searchQuery, nil
}
func (query *Query) getSearchQuery() (interface{}, error) {
var queryValue []string
// check if query value of string type
queryAsString, ok := (*query.Value).(string)
if ok {
queryValue = []string{queryAsString}
} else {
// check if query value is array
queryAsArray, ok := (*query.Value).([]interface{})
if ok {
for _, v := range queryAsArray {
valueAsString, ok := v.(string)
if ok && strings.TrimSpace(valueAsString) != "" {
queryValue = append(queryValue, valueAsString)
}
}
}
}
if len(queryValue) == 0 {
return nil, nil
}
var isMultiSearch = false
if len(queryValue) > 1 {
isMultiSearch = true
}
// search query is a join of multiple values with space
searchQuery := strings.Join(queryValue, " ")
return query.generateShouldQueryByValue(searchQuery, isMultiSearch)
}
func (query *Query) generateShouldQueryByValue(value string, isMultiSearch bool) (interface{}, error) {
var fields []string
var phrasePrefixFields []string
normalizedFields := NormalizedDataFields(query.DataField, query.FieldWeights)
if len(normalizedFields) < 1 {
return nil, errors.New("field 'dataField' cannot be empty")
}
for _, dataField := range normalizedFields {
var fieldWeight string
if dataField.Weight > 0 {
fieldWeight = strconv.FormatFloat(dataField.Weight, 'f', 2, 64)
}
shouldIgnore := strings.HasSuffix(dataField.Field, ".keyword") ||
strings.HasSuffix(dataField.Field, ".autosuggest") ||
strings.HasSuffix(dataField.Field, ".search")
if fieldWeight != "" {
weightedField := dataField.Field + "^" + fieldWeight
fields = append(fields, weightedField)
if !shouldIgnore {
// add fields for phrase_prefix with same weights normalized to 1.0
// why reset weights: prefix query is meant to catch edge-cases that
// are otherwise missed. The way it works is that it boosts the score
// based on possible matches. This happens as a multiplication to the
// weights set. Resetting the weights to 1 should reduce the boosting
// factor of prefix queries.
phrasePrefixFields = append(phrasePrefixFields, dataField.Field+"^1.0")
}
} else {
fields = append(fields, dataField.Field)
// add fields for phrase_prefix
if !shouldIgnore {
phrasePrefixFields = append(phrasePrefixFields, dataField.Field)
}
}
}
// Use default query format as or
queryFormat := Or.String()
if query.QueryFormat != nil {
queryFormat = *query.QueryFormat
}
if query.QueryString != nil && *query.QueryString {
return map[string]interface{}{
"query": value,
"default_operator": queryFormat,
}, nil
}
if query.SearchOperators != nil && *query.SearchOperators {
return map[string]interface{}{
"query": value,
"fields": fields,
"default_operator": queryFormat,
}, nil
}
var valueAsInterface interface{} = value
if queryFormat == And.String() {
var finalQuery = []map[string]interface{}{
{
"multi_match": map[string]interface{}{
"query": getPlural(&valueAsInterface),
"fields": fields,
"type": "cross_fields",
"operator": And.String(),
},
},
{
"multi_match": map[string]interface{}{
"query": value,
"fields": fields,
"type": "phrase",
"operator": And.String(),
},
},
}
// Don't apply `phrase_prefix` query for multi-value search
if len(phrasePrefixFields) > 0 && !isMultiSearch {
finalQuery = append(finalQuery, map[string]interface{}{
"multi_match": map[string]interface{}{
"query": value,
"fields": phrasePrefixFields,
"type": "phrase_prefix",
"operator": And.String(),
},
})
}
if query.RankFeature != nil {
for k, v := range *query.RankFeature {
var rankFunction *FunctionObject
var functionName string
if v.Saturation != nil {
rankFunction = v.Saturation
functionName = "saturation"
} else if v.Logarithm != nil {
rankFunction = v.Logarithm
functionName = "log"
} else if v.Sigmoid != nil {
rankFunction = v.Sigmoid
functionName = "sigmoid"
}
if rankFunction != nil {
rankFeatureQuery := map[string]interface{}{
"field": k,
functionName: rankFunction,
}
if v.Boost != nil {
rankFeatureQuery["boost"] = *v.Boost
}
finalQuery = append(finalQuery, map[string]interface{}{
"rank_feature": rankFeatureQuery,
})
} else if v.Boost != nil {
finalQuery = append(finalQuery, map[string]interface{}{
"rank_feature": map[string]interface{}{
"field": k,
"boost": *v.Boost,
},
})
}
}
}
return finalQuery, nil
}
var fuzziness interface{}
if query.Fuzziness != nil {
fuzziness = query.Fuzziness
} else {
fuzziness = 0
}
var finalQuery = []map[string]interface{}{
{
"multi_match": map[string]interface{}{
"query": getPlural(&valueAsInterface),
"fields": fields,
"type": "cross_fields",
"operator": Or.String(),
},
},
{
"multi_match": map[string]interface{}{
"query": valueAsInterface,
"fields": fields,
"type": "best_fields",
"operator": Or.String(),
"fuzziness": fuzziness,
},
},
{
"multi_match": map[string]interface{}{
"query": valueAsInterface,
"fields": fields,
"type": "phrase",
"operator": Or.String(),
},
},
}
rankQuery := query.getRankFeatureQuery()
if rankQuery != nil {
finalQuery = append(finalQuery, *rankQuery...)
}
if len(phrasePrefixFields) > 0 && !isMultiSearch {
finalQuery = append(finalQuery, map[string]interface{}{
"multi_match": map[string]interface{}{
"query": valueAsInterface,
"fields": phrasePrefixFields,
"type": "phrase_prefix",
"operator": Or.String(),
},
})
}
return finalQuery, nil
}
func (query *Query) getRankFeatureQuery() *[]map[string]interface{} {
if query.RankFeature != nil {
var rankQuery = make([]map[string]interface{}, 0)
for k, v := range *query.RankFeature {
var rankFunction *FunctionObject
var functionName string
if v.Saturation != nil {
rankFunction = v.Saturation
functionName = "saturation"
} else if v.Logarithm != nil {
rankFunction = v.Logarithm
functionName = "log"
} else if v.Sigmoid != nil {
rankFunction = v.Sigmoid
functionName = "sigmoid"
}
if rankFunction != nil {
rankFeatureQuery := map[string]interface{}{
"field": k,
functionName: rankFunction,
}
if v.Boost != nil {
rankFeatureQuery["boost"] = *v.Boost
}
rankQuery = append(rankQuery, map[string]interface{}{
"rank_feature": rankFeatureQuery,
})
} else if v.Boost != nil {
rankQuery = append(rankQuery, map[string]interface{}{
"rank_feature": map[string]interface{}{
"field": k,
"boost": *v.Boost,
},
})
}
}
return &rankQuery
}
return nil
}