Persist reasons for notifications to db
This commit is contained in:
5
app/models/anomaly_notification.rb
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5
app/models/anomaly_notification.rb
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@ -0,0 +1,5 @@
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class AnomalyNotification < ActiveRecord::Base
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belongs_to :user, polymorphic: true
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belongs_to :exercise
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belongs_to :exercise_collection
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end
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@ -66,21 +66,24 @@ class Exercise < ActiveRecord::Base
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end
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def user_working_time_query
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"""
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"
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SELECT user_id,
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user_type,
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sum(working_time_new) AS working_time
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FROM
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(SELECT user_id,
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user_type,
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CASE WHEN working_time >= '0:05:00' THEN '0' ELSE working_time END AS working_time_new
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FROM
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(SELECT user_id,
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user_type,
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id,
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(created_at - lag(created_at) over (PARTITION BY user_id, exercise_id
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ORDER BY created_at)) AS working_time
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FROM submissions
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WHERE exercise_id=#{id}) AS foo) AS bar
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GROUP BY user_id
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"""
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GROUP BY user_id, user_type
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"
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end
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def get_quantiles(quantiles)
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@ -203,7 +206,7 @@ class Exercise < ActiveRecord::Base
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def retrieve_working_time_statistics
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@working_time_statistics = {}
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self.class.connection.execute(user_working_time_query).each do |tuple|
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@working_time_statistics[tuple["user_id"].to_i] = tuple
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@working_time_statistics[tuple['user_id'].to_i] = tuple
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end
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end
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@ -373,6 +376,7 @@ class Exercise < ActiveRecord::Base
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Submission.joins("JOIN (
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SELECT
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user_id,
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user_type,
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first_value(id) OVER (PARTITION BY user_id ORDER BY created_at DESC) AS fv
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FROM submissions
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WHERE exercise_id = #{id}
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db/migrate/20180226131340_create_anomaly_notifications.rb
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11
db/migrate/20180226131340_create_anomaly_notifications.rb
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class CreateAnomalyNotifications < ActiveRecord::Migration
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def change
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create_table :anomaly_notifications do |t|
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t.belongs_to :user, polymorphic: true, index: true
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t.belongs_to :exercise, index: true
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t.belongs_to :exercise_collection, index: true
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t.string :reason
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t.timestamps
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end
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end
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end
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16
db/schema.rb
16
db/schema.rb
@ -11,11 +11,25 @@
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#
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# It's strongly recommended that you check this file into your version control system.
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ActiveRecord::Schema.define(version: 20171210172208) do
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ActiveRecord::Schema.define(version: 20180226131340) do
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# These are extensions that must be enabled in order to support this database
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enable_extension "plpgsql"
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create_table "anomaly_notifications", force: :cascade do |t|
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t.integer "user_id"
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t.string "user_type"
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t.integer "exercise_id"
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t.integer "exercise_collection_id"
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t.string "reason"
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t.datetime "created_at"
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t.datetime "updated_at"
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end
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add_index "anomaly_notifications", ["exercise_collection_id"], name: "index_anomaly_notifications_on_exercise_collection_id", using: :btree
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add_index "anomaly_notifications", ["exercise_id"], name: "index_anomaly_notifications_on_exercise_id", using: :btree
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add_index "anomaly_notifications", ["user_type", "user_id"], name: "index_anomaly_notifications_on_user_type_and_user_id", using: :btree
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create_table "code_harbor_links", force: :cascade do |t|
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t.string "oauth2token", limit: 255
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t.datetime "created_at"
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@ -95,6 +95,8 @@ namespace :detect_exercise_anomalies do
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end
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def notify_users(collection, anomalies)
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by_id_and_type = proc { |u| {user_id: u[:user_id], user_type: u[:user_type]} }
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puts "\t\tSending E-Mails to best and worst performing users of each anomaly..."
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anomalies.each do |exercise_id, average_working_time|
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puts "\t\tAnomaly in exercise #{exercise_id} (avg: #{average_working_time} seconds):"
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@ -107,33 +109,37 @@ namespace :detect_exercise_anomalies do
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users = users.merge(send(method, exercise, NUMBER_OF_USERS_PER_CLASS)) {|key, this, other| this + other}
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end
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# write reasons for feedback emails to db
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users.keys.each do |key|
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segment = users[key].uniq
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puts "\t\t\t#{key.to_s} performers: #{segment}"
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segment = users[key].uniq &by_id_and_type
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users_to_notify += segment
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segment.each do |user|
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reason = "{\"segment\": \"#{key.to_s}\", \"feature\": \"#{user[:reason]}\", value: \"#{user[:value]}\"}"
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AnomalyNotification.create(user_id: user[:user_id], user_type: user[:user_type],
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exercise: exercise, exercise_collection: collection, reason: reason)
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end
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end
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users_to_notify.uniq!
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users_to_notify.uniq! &by_id_and_type
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puts "\t\tAsked #{users_to_notify.size} users for feedback."
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# todo: send emails
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end
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end
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def performers_by_score(exercise, n)
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submissions = exercise.last_submission_per_user.where('score is not null').order(:score)
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best_performers = submissions.first(n).to_a.map {|item| item.user_id}
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worst_performers = submissions.last(n).to_a.map {|item| item.user_id}
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submissions = exercise.last_submission_per_user.where('score is not null').order(score: :desc)
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map_block = proc {|item| {user_id: item.user_id, user_type: item.user_type, value: item.score, reason: 'score'}}
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best_performers = submissions.first(n).to_a.map &map_block
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worst_performers = submissions.last(n).to_a.map &map_block
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return {:best => best_performers, :worst => worst_performers}
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end
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def performers_by_time(exercise, n)
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working_times = get_user_working_times(exercise).values.map do |item|
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{user_id: item['user_id'], time: time_to_f(item['working_time'])}
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{user_id: item['user_id'], user_type: item['user_type'], value: time_to_f(item['working_time']), reason: 'time'}
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end
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working_times.reject! {|item| item[:time].nil? or item[:time] <= MIN_USER_WORKING_TIME}
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working_times.sort_by! {|item| item[:time]}
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working_times.map! {|item| item[:user_id].to_i}
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working_times.reject! {|item| item[:value].nil? or item[:value] <= MIN_USER_WORKING_TIME}
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working_times.sort_by! {|item| item[:value]}
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return {:best => working_times.first(n), :worst => working_times.last(n)}
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end
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