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Commit 61d05361 authored by Campos Airas, Daniel's avatar Campos Airas, Daniel
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[IMP] updated store_procedures

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ddbb scripts/recommender_bayesian_action_id.sql 0 → 100644
+ 101
− 0
View file @ 61d05361
-- Created on: 16/01/2023
-- @author: Andoni Aranguren Ubierna
-- Adaptations: 02/2023 @author: Sergio Campos
CREATE DEFINER=`root`@`localhost` PROCEDURE `recommender_bayesian_action_id`(
IN action_id_array VARCHAR(255),
IN kpi INT)
BEGIN
-- Temporary table so we can parse an set of ids
DROP TEMPORARY TABLE IF EXISTS temp_table;
CREATE TEMPORARY TABLE temp_table(action_id INT);
INSERT INTO temp_table(action_id)
SELECT action_id
FROM action p
WHERE FIND_IN_SET(p.action_id, action_id_array);
-- Amount of actions in input set. Important to check if P(B/A) checks all input actions
SET @values_in_temp = (SELECT COUNT(*) FROM temp_table);
-- P(B|A)
DROP TEMPORARY TABLE IF EXISTS probabilidad_b_sub_a;
CREATE TEMPORARY TABLE probabilidad_b_sub_a(action_id INT, probability_b_a FLOAT);
INSERT INTO probabilidad_b_sub_a(action_id, probability_b_a)
SELECT distinct_t.action_id, COUNT(distinct_t.action_id) as probability_b_a FROM chosen_action distinct_t
INNER JOIN (SELECT t.plan_id, t.time_slot, COUNT(t.action_id) as contador, t.action_id FROM chosen_action t
WHERE action_id IN (SELECT * FROM temp_table)
GROUP BY t.plan_id, t.time_slot) as t
ON distinct_t.plan_id = t.plan_id
WHERE t.contador = @values_in_temp AND NOT FIND_IN_SET(distinct_t.action_id, action_id_array)
GROUP BY distinct_t.action_id
ORDER BY probability_b_a DESC;
SET @total_rutas_b = (SELECT COUNT(*) FROM probabilidad_b_sub_a);
-- At this actionnt probability is just a count so probability = count / total
UPDATE probabilidad_b_sub_a SET probability_b_a = probability_b_a / @total_rutas_b;
-- P(A)
SET @action_total = (SELECT Count(*) FROM chosen_action);
DROP TEMPORARY TABLE IF EXISTS probability_a;
CREATE TEMPORARY TABLE probability_a(action_id INT, probability_A Float);
INSERT INTO probability_a(action_id, probability_A)
SELECT p.action_id, p.popularity/@action_total FROM probabilidad_b_sub_a p_b_a
INNER JOIN action p WHERE p.action_id = p_b_a.action_id;
-- P(B)
SET @counter_b = (SELECT COUNT(r.plan_id) as Count FROM plan_detail r
INNER JOIN (SELECT t.plan_id, t.time_slot, COUNT(t.action_id) as contador, t.action_id FROM chosen_action t
WHERE action_id IN (SELECT * FROM temp_table)
GROUP BY t.plan_id, t.time_slot) as t
ON r.plan_id = t.plan_id
WHERE t.contador = @values_in_temp);
SET @probability_b = IF(@counter_b is null, 0, @counter_b/(SELECT Count(*) FROM plan_detail));
-- P(A/B)
IF kpi is null THEN
SELECT
p_a.action_id, action.action_name, action.lat, action.lon,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.kpi_id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
probability_a*probability_b_a/@probability_b as bayesian_probability,
probability_a, probability_b_a, @probability_b as probability_b
FROM probability_a p_a
INNER JOIN probabilidad_b_sub_a p_b_a ON p_b_a.action_id = p_a.action_id
LEFT OUTER JOIN action action ON action.action_id = p_a.action_id
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p_a.action_id
INNER JOIN kpi t_list ON t_list.id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
GROUP BY p_a.action_id
ORDER BY bayesian_probability DESC
LIMIT 100;
ELSE
SELECT
p_a.action_id, action.action_name, action.lat, action.lon,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
probability_a*probability_b_a/@probability_b as bayesian_probability,
probability_a, probability_b_a, @probability_b as probability_b
FROM probability_a p_a
INNER JOIN probabilidad_b_sub_a p_b_a ON p_b_a.action_id = p_a.action_id
LEFT OUTER JOIN action action ON action.action_id = p_a.action_id
INNER JOIN kpi_action t ON t.action_id = action.action_id
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p_a.action_id
INNER JOIN kpi t_list ON t_list.id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
WHERE t.kpi_id = kpi
GROUP BY p_a.action_id
ORDER BY bayesian_probability DESC
LIMIT 100;
END IF;
END
\ No newline at end of file
ddbb scripts/recommender_geographic_action_id.sql 0 → 100644
+ 48
− 0
View file @ 61d05361
-- Created on: 16/01/2023
-- @author: Andoni Aranguren Ubierna
-- Adaptations: 02/2023 @author: Sergio Campos
CREATE DEFINER=`root`@`localhost` PROCEDURE `recommender_geographic_action_id`(IN action_id_in INT, IN kpi INT)
BEGIN
SET @deg_to_km = 111.2;
IF kpi is null THEN
SELECT
p.Action_id, p.action_name, p.lon, p.lat,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
POW(@deg_to_km * (p.lat - p_t.lat), 2) +
POW(@deg_to_km * (p_t.lon - p.lon) * COS(p.lat / 57.3), 2) AS distance_squared
FROM action p
LEFT JOIN action p_t ON p_t.action_id = action_id_in
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p.action_id
INNER JOIN kpi t_list ON t_list.id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
WHERE p_t.action_id != p.action_id
GROUP BY p.action_id
ORDER BY distance_squared ASC
LIMIT 100;
ELSE
SELECT
p.action_id, p.action_name, p.lon, p.lat,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
POW(@deg_to_km * (p.lat - p_t.lat), 2) +
POW(@deg_to_km * (p_t.lon - p.lon) * COS(p.lat / 57.3), 2) AS distance_squared
FROM action p
LEFT JOIN action p_t ON p_t.action_id = action_id_in
INNER JOIN kpi_action t ON t.action_id = p.action_id
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p.action_id
INNER JOIN kpi t_list ON t_list.id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
WHERE p_t.action_id != p.action_id AND t.kpi_id = kpi
GROUP BY p.action_id
ORDER BY distance_squared ASC
LIMIT 100;
END IF;
END
\ No newline at end of file
ddbb scripts/recommender_kpis_action_id.sql 0 → 100644
+ 16
− 0
View file @ 61d05361
-- Created on: 16/01/2023
-- @author: Andoni Aranguren Ubierna
-- Adaptations: 02/2023 @author: Sergio Campos
CREATE DEFINER=`admin`@`localhost` PROCEDURE `recommender_kpis_action_id`(IN action_id INT)
BEGIN
SELECT kpi.id, kpi_name, count(*) as Count, kpi.popularity as Popularity, count(*)/kpi.popularity as Probability FROM kpi kpi
INNER JOIN (
SELECT DISTINCT t_p.action_id, t_p.kpi_id, c_p.plan_id, r.time_slot FROM kpi_action t_p
INNER JOIN chosen_action c_p ON c_p.action_id = t_p.action_id
INNER JOIN plan_detail r ON r.plan_id = c_p.plan_id AND r.time_slot = c_p.time_slot
INNER JOIN chosen_action target_p ON r.plan_id = target_p.plan_id AND r.time_slot = target_p.time_slot
WHERE target_p.action_id = action_id) as distinct_kpis ON kpi.id = distinct_kpis.kpi_id
GROUP BY kpi.id
ORDER BY Probability DESC;
END
\ No newline at end of file
ddbb scripts/recommender_kpis_kpi_id.sql 0 → 100644
+ 17
− 0
View file @ 61d05361
-- Created on: 16/01/2023
-- @author: Andoni Aranguren Ubierna
-- Adaptations: 02/2023 @author: Sergio Campos
CREATE DEFINER=`admin`@`localhost` PROCEDURE `recommender_kpis_kpi_id`(IN kpi_id INT)
BEGIN
SELECT kpi.id, kpi_name, count(*) as Count, kpi.popularity as Popularity, count(*)/kpi.popularity as Probability FROM kpi kpi
INNER JOIN (
SELECT DISTINCT t_p.action_id, t_p.kpi_id, c_p.plan_id, r.time_slot FROM kpi_action t_p
INNER JOIN CHOSEN_action c_p ON c_p.action_id = t_p.action_id
INNER JOIN plan_detail r ON r.plan_id = c_p.plan_id AND r.time_slot = c_p.time_slot
INNER JOIN CHOSEN_action target_p ON r.plan_id = target_p.plan_id AND r.time_slot = target_p.time_slot
INNER JOIN kpi_action target_kpi_p ON target_kpi_p.kpi_id != t_p.kpi_id AND target_p.action_id = target_kpi_p.action_id
WHERE target_kpi_p.kpi_id = kpi_id) as distinct_kpis ON kpi.id = distinct_kpis.kpi_id
GROUP BY kpi.id
ORDER BY Probability DESC;
END
\ No newline at end of file
ddbb scripts/recommender_popularity.sql
+ 5
− 53
View file @ 61d05361
......@@ -2,20 +2,19 @@
-- @author: Andoni Aranguren Ubierna
-- Adaptations: 02/2023 @author: Sergio Campos
recommender_kpis_action_idDELIMITER $$
CREATE DEFINER=`root`@`localhost` PROCEDURE `recommender_popularity`(IN kpi INT)
BEGIN
IF kpi is null THEN
SELECT p.action_id, p.action_name, p.lat, p.lon,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.kpi_id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
p.popularity as popularity
FROM action p
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p.action_id
INNER JOIN kpi t_list ON t_list.kpi_id = t_p_list.kpi_id
INNER JOIN kpi t_list ON t_list.id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
GROUP BY p.action_id
ORDER BY popularity DESC
......@@ -23,7 +22,7 @@ BEGIN
ELSE
SELECT p.action_id, p.action_name, p.lat, p.lon,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.kpi_id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
p.popularity as popularity
......@@ -31,58 +30,11 @@ BEGIN
INNER JOIN kpi_action t ON t.action_id = p.action_id
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p.action_id
INNER JOIN kpi t_list ON t_list.kpi_id = t_p_list.kpi_id
INNER JOIN kpi t_list ON t_list.id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
WHERE t.kpi_id = kpi
GROUP BY p.action_id
ORDER BY popularity DESC
LIMIT 100;
END IF;
END$$
DELIMITER ;
DELIMITER $$
CREATE DEFINER=`root`@`localhost` PROCEDURE `recommender_geographic_action_id`(IN action_id_in INT, IN kpi INT)
BEGIN
SET @deg_to_km = 111.2;
IF kpi is null THEN
SELECT
p.action_id, p.action_name, p.lon, p.lat,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.kpi_id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
POW(@deg_to_km * (p.lat - p_t.lat), 2) +
POW(@deg_to_km * (p_t.lon - p.lon) * COS(p.lat / 57.3), 2) AS distance_squared
FROM action p
LEFT JOIN action p_t ON p_t.action_id = action_id_in
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p.action_id
INNER JOIN kpi t_list ON t_list.kpi_id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
WHERE p_t.action_id != p.action_id
GROUP BY p.action_id
ORDER BY distance_squared ASC
LIMIT 100;
ELSE
SELECT
p.action_id, p.action_name, p.lon, p.lat,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.kpi_id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
POW(@deg_to_km * (p.lat - p_t.lat), 2) +
POW(@deg_to_km * (p_t.lon - p.lon) * COS(p.lat / 57.3), 2) AS distance_squared
FROM action p
LEFT JOIN action p_t ON p_t.action_id = action_id_in
INNER JOIN kpi_action t ON t.action_id = p.action_id
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p.action_id
INNER JOIN kpi t_list ON t_list.kpi_id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
WHERE p_t.action_id != p.action_id AND t.kpi_id = kpi
GROUP BY p.action_id
ORDER BY distance_squared ASC
LIMIT 100;
END IF;
END$$
DELIMITER ;
\ No newline at end of file
END
\ No newline at end of file
ddbb scripts/recommender_preferences.sql
+ 7
− 9
View file @ 61d05361
......@@ -2,7 +2,6 @@
-- @author: Andoni Aranguren Ubierna
-- Adaptations: 02/2023 @author: Sergio Campos
DELIMITER $$
CREATE DEFINER=`root`@`localhost` PROCEDURE `recommender_preferences`(
IN emission_total FLOAT,
IN noise_total FLOAT,
......@@ -11,11 +10,11 @@ BEGIN
IF kpi IS NULL THEN
SELECT c_action.action_id, p.action_name, p.lat, p.lon,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.kpi_id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
COUNT(c_action.action_id) as Count
FROM CHOSEN_action c_action
FROM chosen_action c_action
INNER JOIN
(SELECT r.plan_id,
r.time_slot,
......@@ -26,7 +25,7 @@ BEGIN
INNER JOIN action p ON c_action.action_id = p.action_id
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p.action_id
INNER JOIN kpi t_list ON t_list.kpi_id = t_p_list.kpi_id
INNER JOIN kpi t_list ON t_list.id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
GROUP BY c_action.action_id
ORDER BY Count DESC
......@@ -34,11 +33,11 @@ BEGIN
ELSE
SELECT c_action.action_id, p.action_name, p.lat, p.lon,
-- This lines are so we can get the list of kpis vvvvvvvvvv
GROUP_CONCAT(distinct t_list.kpi_id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.id) as kpi_id_list,
GROUP_CONCAT(distinct t_list.kpi_name) as kpi_name_list,
-- This lines are so we can get the list of kpis ^^^^^^^^^^
COUNT(c_action.action_id) as Count
FROM CHOSEN_action c_action
FROM chosen_action c_action
INNER JOIN
(SELECT r.plan_id,
r.time_slot,
......@@ -50,12 +49,11 @@ BEGIN
INNER JOIN kpi_action t ON t.action_id = p.action_id
-- This lines are so we can get the list of kpis vvvvvvvvvv
INNER JOIN kpi_action t_p_list ON t_p_list.action_id = p.action_id
INNER JOIN kpi t_list ON t_list.kpi_id = t_p_list.kpi_id
INNER JOIN kpi t_list ON t_list.id = t_p_list.kpi_id
-- This lines are so we can get the list of kpis ^^^^^^^^^^
WHERE t.kpi_id = kpi
GROUP BY c_action.action_id
ORDER BY Count DESC
LIMIT 100;
END IF;
END$$
DELIMITER ;
END
\ No newline at end of file
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