1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
|
# frozen_string_literal: true
class AccountSearchService < BaseService
attr_reader :query, :limit, :offset, :options, :account
MENTION_ONLY_RE = /\A#{Account::MENTION_RE}\z/i
# Min. number of characters to look for non-exact matches
MIN_QUERY_LENGTH = 5
def call(query, account = nil, options = {})
@acct_hint = query&.start_with?('@')
@query = query&.strip&.gsub(/\A@/, '')
@limit = options[:limit].to_i
@offset = options[:offset].to_i
@options = options
@account = account
search_service_results.compact.uniq
end
private
def search_service_results
return [] if query.blank? || limit < 1
[exact_match] + search_results
end
def exact_match
return unless offset.zero? && username_complete?
return @exact_match if defined?(@exact_match)
match = if options[:resolve]
ResolveAccountService.new.call(query)
elsif domain_is_local?
Account.find_local(query_username)
else
Account.find_remote(query_username, query_domain)
end
match = nil if !match.nil? && !account.nil? && options[:following] && !account.following?(match)
@exact_match = match
end
def search_results
return [] if limit_for_non_exact_results.zero?
@search_results ||= begin
results = from_elasticsearch if Chewy.enabled?
results ||= from_database
results
end
end
def from_database
if account
advanced_search_results
else
simple_search_results
end
end
def advanced_search_results
Account.advanced_search_for(terms_for_query, account, limit: limit_for_non_exact_results, following: options[:following], offset: offset)
end
def simple_search_results
Account.search_for(terms_for_query, limit: limit_for_non_exact_results, offset: offset)
end
def from_elasticsearch
must_clauses = [{ multi_match: { query: terms_for_query, fields: likely_acct? ? %w(acct.edge_ngram acct) : %w(acct.edge_ngram acct display_name.edge_ngram display_name), type: 'most_fields', operator: 'and' } }]
should_clauses = []
if account
return [] if options[:following] && following_ids.empty?
if options[:following]
must_clauses << { terms: { id: following_ids } }
elsif following_ids.any?
should_clauses << { terms: { id: following_ids, boost: 100 } }
end
end
query = { bool: { must: must_clauses, should: should_clauses } }
functions = [reputation_score_function, followers_score_function, time_distance_function]
records = AccountsIndex.query(function_score: { query: query, functions: functions, boost_mode: 'multiply', score_mode: 'avg' })
.limit(limit_for_non_exact_results)
.offset(offset)
.objects
.compact
ActiveRecord::Associations::Preloader.new.preload(records, :account_stat)
records
rescue Faraday::ConnectionFailed, Parslet::ParseFailed
nil
end
def reputation_score_function
{
script_score: {
script: {
source: "(Math.max(doc['followers_count'].value, 0) + 0.0) / (Math.max(doc['followers_count'].value, 0) + Math.max(doc['following_count'].value, 0) + 1)",
},
},
}
end
def followers_score_function
{
script_score: {
script: {
source: "Math.log10(Math.max(doc['followers_count'].value, 0) + 2)",
},
},
}
end
def time_distance_function
{
gauss: {
last_status_at: {
scale: '30d',
offset: '30d',
decay: 0.3,
},
},
}
end
def following_ids
@following_ids ||= account.active_relationships.pluck(:target_account_id) + [account.id]
end
def limit_for_non_exact_results
return 0 if @account.nil? && query.size < MIN_QUERY_LENGTH
if exact_match?
limit - 1
else
limit
end
end
def terms_for_query
if domain_is_local?
query_username
else
query
end
end
def split_query_string
@split_query_string ||= query.split('@')
end
def query_username
@query_username ||= split_query_string.first || ''
end
def query_domain
@query_domain ||= query_without_split? ? nil : split_query_string.last
end
def query_without_split?
split_query_string.size == 1
end
def domain_is_local?
@domain_is_local ||= TagManager.instance.local_domain?(query_domain)
end
def exact_match?
exact_match.present?
end
def username_complete?
query.include?('@') && "@#{query}".match?(MENTION_ONLY_RE)
end
def likely_acct?
@acct_hint || username_complete?
end
end
|