query.rb
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module Searchkick
class Query
attr_reader :klass, :term, :options
attr_accessor :body
def initialize(klass, term, options = {})
if term.is_a?(Hash)
options = term
term = nil
else
term = term.to_s
end
@klass = klass
@term = term
@options = options
fields =
if options[:fields]
if options[:autocomplete]
options[:fields].map{|f| "#{f}.autocomplete" }
else
options[:fields].map do |value|
k, v = value.is_a?(Hash) ? value.to_a.first : [value, :word]
"#{k}.#{v == :word ? "analyzed" : v}"
end
end
else
if options[:autocomplete]
(searchkick_options[:autocomplete] || []).map{|f| "#{f}.autocomplete" }
else
["_all"]
end
end
operator = options[:operator] || (options[:partial] ? "or" : "and")
# pagination
page = [options[:page].to_i, 1].max
per_page = (options[:limit] || options[:per_page] || 100000).to_i
padding = [options[:padding].to_i, 0].max
offset = options[:offset] || (page - 1) * per_page + padding
conversions_field = searchkick_options[:conversions]
personalize_field = searchkick_options[:personalize]
all = term == "*"
if options[:query]
payload = options[:query]
elsif options[:similar]
payload = {
more_like_this: {
fields: fields,
like_text: term,
min_doc_freq: 1,
min_term_freq: 1,
analyzer: "searchkick_search2"
}
}
elsif all
payload = {
match_all: {}
}
else
if options[:autocomplete]
payload = {
multi_match: {
fields: fields,
query: term,
analyzer: "searchkick_autocomplete_search"
}
}
else
queries = []
fields.each do |field|
if field == "_all" or field.end_with?(".analyzed")
shared_options = {
fields: [field],
query: term,
use_dis_max: false,
operator: operator
}
shared_options[:cutoff_frequency] = 0.001 unless operator == "and"
queries.concat [
{multi_match: shared_options.merge(boost: 10, analyzer: "searchkick_search")},
{multi_match: shared_options.merge(boost: 10, analyzer: "searchkick_search2")}
]
if options[:misspellings] != false
distance = (options[:misspellings].is_a?(Hash) && options[:misspellings][:distance]) || 1
queries.concat [
{multi_match: shared_options.merge(fuzziness: distance, max_expansions: 3, analyzer: "searchkick_search")},
{multi_match: shared_options.merge(fuzziness: distance, max_expansions: 3, analyzer: "searchkick_search2")}
]
end
else
analyzer = field.match(/\.word_(start|middle|end)\z/) ? "searchkick_word_search" : "searchkick_autocomplete_search"
queries << {
multi_match: {
fields: [field],
query: term,
analyzer: analyzer
}
}
end
end
payload = {
dis_max: {
queries: queries
}
}
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: {
function_score: {
boost_mode: "replace",
query: {
match: {
query: term
}
},
script_score: {
script: "doc['count'].value"
}
}
}
}
}
}
}
end
end
custom_filters = []
if options[:boost]
custom_filters << {
filter: {
exists: {
field: options[:boost]
}
},
script_score: {
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_factor: 100
}
end
if options[:personalize]
custom_filters << {
filter: {
term: options[:personalize]
},
boost_factor: 100
}
end
if custom_filters.any?
payload = {
function_score: {
functions: custom_filters,
query: payload,
score_mode: "sum"
}
}
end
payload = {
query: payload,
size: per_page,
from: offset
}
payload[:explain] = options[:explain] if options[:explain]
# order
if options[:order]
payload[:sort] = options[:order].is_a?(Enumerable) ? options[:order] : {options[:order] => :asc}
end
# filters
filters = where_filters(options[:where])
if filters.any?
payload[:filter] = {
and: filters
}
end
# facets
facet_limits = {}
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|
# ask for extra facets due to
# https://github.com/elasticsearch/elasticsearch/issues/1305
size = facet_options[:limit] ? facet_options[:limit] + 150 : 100000
if facet_options[:ranges]
payload[:facets][field] = {
range: {
field.to_sym => facet_options[:ranges]
}
}
elsif facet_options[:stats]
payload[:facets][field] = {
terms_stats: {
key_field: field,
value_script: "doc.score",
size: size
}
}
else
payload[:facets][field] = {
terms: {
field: field,
size: size
}
}
end
facet_limits[field] = facet_options[:limit] if facet_options[:limit]
# offset is not possible
# http://elasticsearch-users.115913.n3.nabble.com/Is-pagination-possible-in-termsStatsFacet-td3422943.html
facet_options.deep_merge!(where: options[:where].reject{|k| k == field}) if options[:smart_facets] == true
facet_filters = where_filters(facet_options[:where])
if facet_filters.any?
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
if options[:fields]
suggest_fields = suggest_fields & options[:fields].map{|v| (v.is_a?(Hash) ? v.keys.first : v).to_s }
end
if suggest_fields.any?
payload[:suggest] = {text: term}
suggest_fields.each do |field|
payload[:suggest][field] = {
phrase: {
field: "#{field}.suggest"
}
}
end
end
end
# highlight
if options[:highlight]
payload[:highlight] = {
fields: Hash[ fields.map{|f| [f, {}] } ]
}
if options[:highlight].is_a?(Hash) and tag = options[:highlight][:tag]
payload[:highlight][:pre_tags] = [tag]
payload[:highlight][:post_tags] = [tag.to_s.gsub(/\A</, "</")]
end
end
# model and eagar loading
load = options[:load].nil? ? true : options[:load]
# 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
if options[:type] or klass != searchkick_klass
@type = [options[:type] || klass].flatten.map{|v| searchkick_index.klass_document_type(v) }
end
@body = payload
@facet_limits = facet_limits
@page = page
@per_page = per_page
@padding = padding
@load = load
end
def searchkick_index
klass.searchkick_index
end
def searchkick_options
klass.searchkick_options
end
def searchkick_klass
klass.searchkick_klass
end
def params
params = {
index: options[:index_name] || searchkick_index.name,
body: body
}
params.merge!(type: @type) if @type
params
end
def execute
begin
response = Searchkick.client.search(params)
rescue => e # TODO rescue type
status_code = e.message[1..3].to_i
if status_code == 404
raise MissingIndexError, "Index missing - run #{searchkick_klass.name}.reindex"
elsif status_code == 500 and (
e.message.include?("IllegalArgumentException[minimumSimilarity >= 1]") or
e.message.include?("No query registered for [multi_match]") or
e.message.include?("[match] query does not support [cutoff_frequency]]") or
e.message.include?("No query registered for [function_score]]")
)
raise UnsupportedVersionError, "This version of Searchkick requires Elasticsearch 0.90.4 or greater"
elsif status_code == 400
if e.message.include?("[multi_match] analyzer [searchkick_search] not found")
raise InvalidQueryError, "Bad mapping - run #{searchkick_klass.name}.reindex"
else
raise InvalidQueryError, e.message
end
else
raise e
end
end
# apply facet limit in client due to
# https://github.com/elasticsearch/elasticsearch/issues/1305
@facet_limits.each do |field, limit|
field = field.to_s
facet = response["facets"][field]
response["facets"][field]["terms"] = facet["terms"].first(limit)
response["facets"][field]["other"] = facet["total"] - facet["terms"].sum{|term| term["count"] }
end
opts = {
page: @page,
per_page: @per_page,
padding: @padding,
load: @load,
includes: options[:include] || options[:includes]
}
Searchkick::Results.new(searchkick_klass, response, opts)
end
private
def where_filters(where)
filters = []
(where || {}).each do |field, value|
if field == :or
value.each do |or_clause|
filters << {or: or_clause.map{|or_statement| {and: where_filters(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)
value = {in: value}
end
if value.is_a?(Hash)
value.each do |op, op_value|
case op
when :within, :bottom_right
# do nothing
when :near
filters << {
geo_distance: {
field => op_value.map(&:to_f).reverse,
distance: value[:within] || "50mi"
}
}
when :top_left
filters << {
geo_bounding_box: {
field => {
top_left: op_value.map(&:to_f).reverse,
bottom_right: value[:bottom_right].map(&:to_f).reverse
}
}
}
when :not # not equal
filters << {not: term_filters(field, op_value)}
when :all
filters << {terms: {field => op_value, execution: "and"}}
when :in
filters << term_filters(field, op_value)
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
# issue 132
if existing = filters.find{ |f| f[:range] && f[:range][field] }
existing[:range][field].merge!(range_query)
else
filters << {range: {field => range_query}}
end
end
end
else
filters << term_filters(field, value)
end
end
end
filters
end
def term_filters(field, value)
if value.is_a?(Array) # in query
if value.any?
{or: value.map{|v| term_filters(field, v) }}
else
{terms: {field => value}} # match nothing
end
elsif value.nil?
{missing: {"field" => field, existence: true, null_value: true}}
else
{term: {field => value}}
end
end
end
end