profile_suggestion.rb
11.6 KB
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
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
class ProfileSuggestion < ActiveRecord::Base
belongs_to :person
belongs_to :suggestion, :class_name => 'Profile', :foreign_key => :suggestion_id
attr_accessible :person, :suggestion, :suggestion_type, :categories, :enabled
has_many :suggestion_connections, :foreign_key => 'suggestion_id'
has_many :profile_connections, :through => :suggestion_connections, :source => :connection, :source_type => 'Profile'
has_many :tag_connections, :through => :suggestion_connections, :source => :connection, :source_type => 'ActsAsTaggableOn::Tag'
before_create do |profile_suggestion|
profile_suggestion.suggestion_type = self.suggestion.class.to_s
end
after_destroy do |profile_suggestion|
self.class.generate_profile_suggestions(profile_suggestion.person)
end
acts_as_having_settings :field => :categories
validate :must_be_a_valid_category, :on => :create
def must_be_a_valid_category
if categories.keys.map { |cat| self.respond_to?(cat)}.include?(false)
errors.add(:categories, 'Category must be valid')
end
end
validates_uniqueness_of :suggestion_id, :scope => [ :person_id ]
scope :of_person, :conditions => { :suggestion_type => 'Person' }
scope :of_community, :conditions => { :suggestion_type => 'Community' }
scope :enabled, :conditions => { :enabled => true }
# {:category_type => ['category-icon', 'category-label']}
CATEGORIES = {
:people_with_common_friends => ['menu-people', _('Friends in common')],
:people_with_common_communities => ['menu-community',_('Communities in common')],
:people_with_common_tags => ['edit', _('Tags in common')],
:communities_with_common_friends => ['menu-people', _('Friends in common')],
:communities_with_common_tags => ['edit', _('Tags in common')]
}
def category_icon(category)
'icon-' + ProfileSuggestion::CATEGORIES[category][0]
end
def category_label(category)
ProfileSuggestion::CATEGORIES[category][1]
end
RULES = {
:people_with_common_communities => {
:threshold => 2, :weight => 1, :connection => 'Profile'
},
:people_with_common_friends => {
:threshold => 2, :weight => 1, :connection => 'Profile'
},
:people_with_common_tags => {
:threshold => 2, :weight => 1, :connection => 'ActsAsTaggableOn::Tag'
},
:communities_with_common_friends => {
:threshold => 2, :weight => 1, :connection => 'Profile'
},
:communities_with_common_tags => {
:threshold => 2, :weight => 1, :connection => 'ActsAsTaggableOn::Tag'
}
}
RULES.keys.each do |rule|
settings_items rule
attr_accessible rule
end
# Number of suggestions by rule
N_SUGGESTIONS = 30
# Minimum number of suggestions
MIN_LIMIT = 10
def self.profile_id(rule)
"#{rule}_profile_id"
end
def self.connections(rule)
"#{rule}_connections"
end
def self.counter(rule)
"#{rule}_count"
end
# If you are about to rewrite the following sql queries, think twice. After
# that make sure that whatever you are writing to replace it should be faster
# than how it is now. Yes, sqls are ugly but are fast! And fast is what we
# need here.
#
# The logic behind this code is to produce a table somewhat like this:
# profile_id | rule1_count | rule1_connections | rule2_count | rule2_connections | ... | score |
# 12 | 2 | {32,54} | 3 | {8,22,27} | ... | 13 |
# 13 | 4 | {3,12,32,54} | 2 | {11,24} | ... | 15 |
# 14 | | | 2 | {44,56} | ... | 17 |
# ...
# ...
#
# This table has the suggested profile id and the count and connections of
# each rule that made this profile be suggested. Each suggestion has a score
# associated based on the rules' counts and rules' weights.
#
# From this table, we can sort suggestions by the score and save a small
# amount of them in the database. At this moment we also register the
# connections of each suggestion.
def self.calculate_suggestions(person)
suggested_profiles = all_suggestions(person)
return if suggested_profiles.nil?
already_suggested_profiles = person.suggested_profiles.map(&:suggestion_id).join(',')
suggested_profiles = suggested_profiles.where("profiles.id NOT IN (#{already_suggested_profiles})") if already_suggested_profiles.present?
#TODO suggested_profiles = suggested_profiles.order('score DESC')
suggested_profiles = suggested_profiles.limit(N_SUGGESTIONS)
return if suggested_profiles.blank?
suggested_profiles.each do |suggested_profile|
suggestion = person.suggested_profiles.find_or_initialize_by_suggestion_id(suggested_profile.id)
RULES.each do |rule, options|
begin
value = suggested_profile.send("#{rule}_count").to_i
rescue NoMethodError
next
end
connections = suggested_profile.send("#{rule}_connections")
if connections.present?
connections = connections[1..-2].split(',')
else
connections = []
end
suggestion.send("#{rule}=", value)
connections.each do |connection_id|
next if SuggestionConnection.where(:suggestion_id => suggestion.id, :connection_id => connection_id, :connection_type => options[:connection]).present?
SuggestionConnection.create!(:suggestion => suggestion, :connection_id => connection_id, :connection_type => options[:connection])
end
suggestion.score += value * options[:weight]
end
suggestion.save!
end
end
def self.people_with_common_friends(person)
person_friends = person.friends.map(&:id)
rule = "people_with_common_friends"
return if person_friends.blank?
"SELECT person_id as #{profile_id(rule)},
array_agg(friend_id) as #{connections(rule)},
count(person_id) as #{counter(rule)}
FROM friendships WHERE friend_id IN (#{person_friends.join(',')})
AND person_id NOT IN (#{(person_friends << person.id).join(',')})
GROUP BY person_id"
end
def self.people_with_common_communities(person)
person_communities = person.communities.map(&:id)
rule = "people_with_common_communities"
return if person_communities.blank?
"SELECT common_members.accessor_id as #{profile_id(rule)},
array_agg(common_members.resource_id) as #{connections(rule)},
count(common_members.accessor_id) as #{counter(rule)}
FROM
(SELECT DISTINCT accessor_id, resource_id FROM
role_assignments WHERE role_assignments.resource_id IN (#{person_communities.join(',')}) AND
role_assignments.accessor_id != #{person.id} AND role_assignments.resource_type = 'Profile' AND
role_assignments.accessor_type = 'Profile') AS common_members
GROUP BY common_members.accessor_id"
end
def self.people_with_common_tags(person)
profile_tags = person.articles.select('tags.id').joins(:tags).map(&:id)
rule = "people_with_common_tags"
return if profile_tags.blank?
"SELECT results.profiles_id as #{profile_id(rule)},
array_agg(results.tags_id) as #{connections(rule)},
count(results.profiles_id) as #{counter(rule)}
FROM (
SELECT DISTINCT tags.id as tags_id, profiles.id as profiles_id FROM profiles
INNER JOIN articles ON articles.profile_id = profiles.id
INNER JOIN taggings ON taggings.taggable_id = articles.id AND taggings.context = ('tags') AND taggings.taggable_type = 'Article'
INNER JOIN tags ON tags.id = taggings.tag_id
WHERE (tags.id in (#{profile_tags.join(',')}) AND profiles.id != #{person.id})) AS results
GROUP BY results.profiles_id"
end
def self.communities_with_common_friends(person)
person_friends = person.friends.map(&:id)
rule = "communities_with_common_friends"
return if person_friends.blank?
"SELECT common_communities.resource_id as #{profile_id(rule)},
array_agg(common_communities.accessor_id) as #{connections(rule)},
count(common_communities.resource_id) as #{counter(rule)}
FROM
(SELECT DISTINCT accessor_id, resource_id FROM
role_assignments WHERE role_assignments.accessor_id IN (#{person_friends.join(',')}) AND
role_assignments.accessor_id != #{person.id} AND role_assignments.resource_type = 'Profile' AND
role_assignments.accessor_type = 'Profile') AS common_communities
GROUP BY common_communities.resource_id"
end
def self.communities_with_common_tags(person)
profile_tags = person.articles.select('tags.id').joins(:tags).map(&:id)
rule = "communities_with_common_tags"
return if profile_tags.blank?
"SELECT results.profiles_id as #{profile_id(rule)},
array_agg(results.tags_id) as #{connections(rule)},
count(results.profiles_id) as #{counter(rule)}
FROM
(SELECT DISTINCT tags.id as tags_id, profiles.id AS profiles_id FROM profiles
INNER JOIN articles ON articles.profile_id = profiles.id
INNER JOIN taggings ON taggings.taggable_id = articles.id AND taggings.context = ('tags') AND taggings.taggable_type = 'Article'
INNER JOIN tags ON tags.id = taggings.tag_id
WHERE (tags.id IN (#{profile_tags.join(',')}) AND profiles.id != #{person.id})) AS results
GROUP BY results.profiles_id"
end
def self.all_suggestions(person)
select_string = ["profiles.*"]
suggestions_join = []
where_string = []
valid_rules = []
previous_rule = nil
join_column = nil
RULES.each do |rule, options|
rule_select = self.send(rule, person)
next if !rule_select.present?
valid_rules << rule
select_string << "suggestions.#{counter(rule)} as #{counter(rule)}, suggestions.#{connections(rule)} as #{connections(rule)}"
where_string << "#{counter(rule)} >= #{options[:threshold]}"
rule_select = "
(SELECT profiles.id as #{profile_id(rule)},
#{rule}_sub.#{counter(rule)} as #{counter(rule)},
#{rule}_sub.#{connections(rule)} as #{connections(rule)}
FROM profiles
LEFT OUTER JOIN (#{rule_select}) as #{rule}_sub
ON profiles.id = #{rule}_sub.#{profile_id(rule)}) AS #{rule}"
if previous_rule.nil?
result = rule_select
else
result = "INNER JOIN #{rule_select}
ON #{previous_rule}.#{profile_id(previous_rule)} = #{rule}.#{profile_id(rule)}"
end
previous_rule = rule
suggestions_join << result
end
return if valid_rules.blank?
select_string = select_string.compact.join(',')
join_string = "INNER JOIN (SELECT * FROM #{suggestions_join.compact.join(' ')}) AS suggestions ON profiles.id = suggestions.#{profile_id(valid_rules.first)}"
where_string = where_string.compact.join(' OR ')
person.environment.profiles.
select(select_string).
joins(join_string).
where(where_string)
end
def disable
self.enabled = false
self.save!
self.class.generate_profile_suggestions(self.person)
end
def self.generate_all_profile_suggestions
Delayed::Job.enqueue(ProfileSuggestion::GenerateAllJob.new) unless ProfileSuggestion::GenerateAllJob.exists?
end
def self.generate_profile_suggestions(person, force = false)
return if person.suggested_profiles.enabled.count >= MIN_LIMIT && !force
Delayed::Job.enqueue ProfileSuggestionsJob.new(person.id) unless ProfileSuggestionsJob.exists?(person.id)
end
class GenerateAllJob
def self.exists?
Delayed::Job.by_handler("--- !ruby/object:ProfileSuggestion::GenerateAllJob {}\n").count > 0
end
def perform
Person.find_each {|person| ProfileSuggestion.generate_profile_suggestions(person) }
end
end
end