search.rb
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module Searchkick
module Search
def search(term, options = {})
term = term.to_s
fields =
if options[:fields]
if options[:autocomplete]
options[:fields].map{|f| "#{f}.autocomplete" }
else
options[:fields].map{|f| "#{f}.analyzed" }
end
else
if options[:autocomplete]
(@searchkick_options[:autocomplete] || []).map{|f| "#{f}.autocomplete" }
else
["_all"]
end
end
operator = options[:partial] ? "or" : "and"
# model and eagar loading
load = options[:load].nil? ? true : options[:load]
load = (options[:include] ? {include: options[:include]} : true) if load
# pagination
page = options.has_key?(:page) ? [options[:page].to_i, 1].max : nil
per_page = options[:limit] || options[:per_page] || 100000
offset = options[:offset] || (page && (page - 1) * per_page)
index_name = options[:index_name] || index.name
conversions_field = @searchkick_options[:conversions]
personalize_field = @searchkick_options[:personalize]
all = term == "*"
if all
payload = {
match_all: {}
}
else
if options[:autocomplete]
payload = {
multi_match: {
fields: fields,
query: term,
analyzer: "searchkick_autocomplete_search"
}
}
else
shared_options = {
fields: fields,
query: term,
use_dis_max: false,
operator: operator
}
payload = {
dis_max: {
queries: [
{multi_match: shared_options.merge(boost: 10, analyzer: "searchkick_search")},
{multi_match: shared_options.merge(boost: 10, analyzer: "searchkick_search2")},
{multi_match: shared_options.merge(fuzziness: 1, max_expansions: 3, analyzer: "searchkick_search")},
{multi_match: shared_options.merge(fuzziness: 1, max_expansions: 3, analyzer: "searchkick_search2")},
]
}
}
end
if conversions_field and options[:conversions] != false
# wrap payload in a bool query
payload = {
bool: {
must: payload,
should: {
nested: {
path: conversions_field,
score_mode: "total",
query: {
custom_score: {
query: {
match: {
query: term
}
},
script: "doc['count'].value"
}
}
}
}
}
}
end
end
custom_filters = []
if options[:boost]
custom_filters << {
filter: {
exists: {
field: options[:boost],
}
},
script: "log(doc['#{options[:boost]}'].value + 2.718281828)"
}
end
if options[:user_id] and personalize_field
custom_filters << {
filter: {
term: {
personalize_field => options[:user_id]
},
},
boost: 100
}
end
if custom_filters.any?
payload = {
custom_filters_score: {
query: payload,
filters: custom_filters,
score_mode: "total"
}
}
end
payload = {
query: payload,
size: per_page
}
payload[:from] = offset if offset
payload[:explain] = options[:explain] if options[:explain]
# order
if options[:order]
order = options[:order].is_a?(Enumerable) ? options[:order] : {options[:order] => :asc}
payload[:sort] = order
end
# where
# TODO expand or
where_filters =
proc do |where|
filters = []
(where || {}).each do |field, value|
if field == :or
value.each do |or_clause|
filters << {or: or_clause.map{|or_statement| {term: or_statement} }}
end
else
# expand ranges
if value.is_a?(Range)
value = {gte: value.first, (value.exclude_end? ? :lt : :lte) => value.last}
end
if value.is_a?(Array) # in query
filters << {terms: {field => value}}
elsif value.is_a?(Hash)
value.each do |op, op_value|
if op == :not # not equal
if op_value.is_a?(Array)
filters << {not: {terms: {field => op_value}}}
else
filters << {not: {term: {field => op_value}}}
end
else
range_query =
case op
when :gt
{from: op_value, include_lower: false}
when :gte
{from: op_value, include_lower: true}
when :lt
{to: op_value, include_upper: false}
when :lte
{to: op_value, include_upper: true}
else
raise "Unknown where operator"
end
filters << {range: {field => range_query}}
end
end
else
filters << {term: {field => value}}
end
end
end
filters
end
# filters
filters = where_filters.call(options[:where])
if filters.any?
payload[:filter] = {
and: filters
}
end
# facets
if options[:facets]
facets = options[:facets] || {}
if facets.is_a?(Array) # convert to more advanced syntax
facets = Hash[ facets.map{|f| [f, {}] } ]
end
payload[:facets] = {}
facets.each do |field, facet_options|
payload[:facets][field] = {
terms: {
field: field
}
}
facet_filters = where_filters.call(facet_options[:where])
if facet_filters
payload[:facets][field][:facet_filter] = {
and: {
filters: facet_filters
}
}
end
end
end
# suggestions
if options[:suggest]
suggest_fields = (@searchkick_options[:suggest] || []).map(&:to_s)
# intersection
suggest_fields = suggest_fields & options[:fields].map(&:to_s) if options[:fields]
if suggest_fields.any?
payload[:suggest] = {text: term}
suggest_fields.each do |field|
payload[:suggest][field] = {
phrase: {
field: "#{field}.suggest"
}
}
end
end
end
# An empty array will cause only the _id and _type for each hit to be returned
# http://www.elasticsearch.org/guide/reference/api/search/fields/
payload[:fields] = [] if load
search = Tire::Search::Search.new(index_name, load: load, payload: payload)
Searchkick::Results.new(search.json, search.options.merge(term: term))
end
end
end