Calling all mySQL gurus!
I am in need of a complex query for mySQL but I can't get my head around it. There are 2 tables in question:
locations
(columns: location_id, parent, location)
Data is split in a hierarchal fashion into Country, Region, County and Town thus:
1, 0, England (country)
2, 1, South West (region)
3, 1, South East (region)
4, 2, Dorset (county)
5, 4, Bournemouth (town)
6, 4, Poole (town)
7, 4, Wimborne (town)
etc up to 400+ rows of location data
profiles
(columns: profile_id, title, location_id)
Each row has one location ID which is ALWAYS a town (ie the last child of). Eg:
1, 'This profile has location set as Bournemouth', 5
2, 'This profile has location set as Poole', 6
etc
What I need to achieve is to return all IDs from the Locations table where itself or it's children have entries associated with it. So in the example above I would need the following location IDs returned: 1, 2, 4, 5, 6
Reasons:
1 - YES, England is parent of South West, Dorset and Bournemouth which has an entry
2 - YES, South West is parent of Dorset and Bournemouth which has an entry
3 - NO, South East has no entries under it or any of it's children
4 - YES, Dorset is parent of Bournemouth which has an entry
5 - YES, Bournemouth has an entry
6 - YES, Poole has an entry
7 - NO, Wimborne has no entries
So, is this actually possible? I attempted to do it in PHP with nested SQL queries but the script timed out so there must be a way to do this just in a SQL query?
Thanking you in advance! :)
===========
UPDATE
After reading through and playing with all these solutions I realised that I was going about the problem completely the wrong way. Instead of going through all the locations and returning those that have entries it makes more sense and is far more efficient to get all the entries and return the corresponding locations and then go up the hierarchy to get each location parent until the root is hit.
Thank you very much for your help, it at least made me realise that what I was attempting was unnecessary.
The way I have dealt with this is doing only one SQL load, and then putting references inside of the parent objects.
$locations = array();
$obj_query = "SELECT * from locations";
$result_resource = mysql_query($obj_query);
while ($row = mysql_fetch_assoc($result_resource) {
$locations[$row['location_id'] = (object) $row;
}
foreach ($locations as $location) {
if (isset($location->parent) {
$locations[$location->parent]->children[] = $location;
}
}
Your object would then need a method such as this to find out whether a location is a descendant:
function IsAnscestorOF ($location) {
if (empty($children)) { return false; }
if (in_array($location, keys($this->children) {
return true;
} else {
foreach ($children as $child) {
if ($child->isAnscestor) {
return true;
}
}
}
return false;
}
THe fact that your script timed out would indicate an infinite loop somewhere.
Considering you're making a reference to the locations table based on the child area, plus another reference to the parent area, you probalby have to use a combination of PHP & Mysql to scroll through all this - a simple JOIN statement would not work in this case, I don't think.
Also you need to alter the table so that if it's a top-level page, it has a parent_id of NULL, not 0. After you've done that..
$sql = "SELECT * FROM locations WHERE parent =''";
$result = mysql_query($sql);
while($country = mysql_fetch_array($result)) {
$subsql = "SELECT * FROM locations WHERE parent='".$country['id']."'";
$subresult = mysql_query($subsql);
while($subregion = mysql_fetch_array($subresult)) {
$profilesql = "SELECT * FROM profiles WHERE location_id='".$subregion['id']."'";
$profileresult = mysql_query($profilesql);
echo mysql_num_rows($profileresult).' rows under '.$subregion['location'].'.<br />';
}
}
The base code is there... does anybody have a clever idea of making it work with various sub-levels? But honestly, if this were my project, I would have made separate tables for Country, and then Regions, and then City/Town. 3 tables would make the data navigation much easier.
If your php code was good you might have a nested loop in the [location -> parent] fd. I would start there first, and just use PHP. I don't think SQL has a recursive function.
If you NEED a nested parent loop, you should write an mutation of merge|union algorithm to solve this this.
To find the nested loop in PHP
$ids = array();
function nestedLoopFinder($parent)
{
global $ids;
$result = mysql_query("SELECT location_id FROM locations WHERE parent=$parent");
while($row = mysql_fetch_object($result))
{
if(in_array($row->location_id, $ids)) {
die("duplicate found: $row->location_id");
}
$ids[] = $row->location_id;
//recurse
nestedLoopFinder($row->location_id);
}
}
Not sure if I fully understand your requirements but the following stored procedure example might be a good starting point for you:
Example calls (note the included column)
mysql> call location_hier(1);
+-------------+---------------------+--------------------+---------------------+-------+----------+
| location_id | location | parent_location_id | parent_location | depth | included |
+-------------+---------------------+--------------------+---------------------+-------+----------+
| 1 | England (country) | NULL | NULL | 0 | 1 |
| 2 | South West (region) | 1 | England (country) | 1 | 1 |
| 3 | South East (region) | 1 | England (country) | 1 | 0 |
| 4 | Dorset (county) | 2 | South West (region) | 2 | 1 |
| 5 | Bournemouth (town) | 4 | Dorset (county) | 3 | 1 |
| 6 | Poole (town) | 4 | Dorset (county) | 3 | 1 |
| 7 | Wimborne (town) | 4 | Dorset (county) | 3 | 0 |
+-------------+---------------------+--------------------+---------------------+-------+----------+
7 rows in set (0.00 sec)
You'd call the stored procedure from php as follows:
$startLocationID = 1;
$result = $conn->query(sprintf("call location_hier(%d)", $startLocationID));
Full script:
http://pastie.org/1785995
drop table if exists profiles;
create table profiles
(
profile_id smallint unsigned not null auto_increment primary key,
location_id smallint unsigned null,
key (location_id)
)
engine = innodb;
insert into profiles (location_id) values (5),(6);
drop table if exists locations;
create table locations
(
location_id smallint unsigned not null auto_increment primary key,
location varchar(255) not null,
parent_location_id smallint unsigned null,
key (parent_location_id)
)
engine = innodb;
insert into locations (location, parent_location_id) values
('England (country)',null),
('South West (region)',1),
('South East (region)',1),
('Dorset (county)',2),
('Bournemouth (town)',4),
('Poole (town)',4),
('Wimborne (town)',4);
drop procedure if exists location_hier;
delimiter #
create procedure location_hier
(
in p_location_id smallint unsigned
)
begin
declare v_done tinyint unsigned default 0;
declare v_depth smallint unsigned default 0;
create temporary table hier(
parent_location_id smallint unsigned,
location_id smallint unsigned,
depth smallint unsigned default 0,
included tinyint unsigned default 0,
primary key (location_id),
key (parent_location_id)
)engine = memory;
insert into hier select parent_location_id, location_id, v_depth, 0 from locations where location_id = p_location_id;
create temporary table tmp engine=memory select * from hier;
/* http://dev.mysql.com/doc/refman/5.0/en/temporary-table-problems.html */
while not v_done do
if exists( select 1 from locations c
inner join tmp on c.parent_location_id = tmp.location_id and tmp.depth = v_depth) then
insert into hier select c.parent_location_id, c.location_id, v_depth + 1, 0 from locations c
inner join tmp on c.parent_location_id = tmp.location_id and tmp.depth = v_depth;
update hier inner join tmp on hier.location_id = tmp.parent_location_id
set hier.included = 1;
set v_depth = v_depth + 1;
truncate table tmp;
insert into tmp select * from hier where depth = v_depth;
else
set v_done = 1;
end if;
end while;
update hier inner join tmp on hier.location_id = tmp.parent_location_id
set hier.included = 1;
-- include any locations that have profiles ???
update hier inner join profiles on hier.location_id = profiles.location_id
set hier.included = 1;
-- output the results
select
c.location_id,
c.location as location,
p.location_id as parent_location_id,
p.location as parent_location,
hier.depth,
hier.included
from
hier
inner join locations c on hier.location_id = c.location_id
left outer join locations p on hier.parent_location_id = p.location_id
-- where included = 1 -- filter in your php or here up to you !
order by
hier.depth;
-- clean up
drop temporary table if exists hier;
drop temporary table if exists tmp;
end #
delimiter ;
call location_hier(1);
Hope this helps :)
Related
My Mysql table consist as follows
I want to get shortest path from here. I tried 'WITH RECURSIVE' way. but it gives mysql error. Is there any way of doing that? I want to list items which gives shortest path.
You can do something like this, but note that this scales abysmally poorly for larger data sets...
DROP TABLE IF EXISTS my_table;
CREATE TABLE my_table
(id SERIAL PRIMARY KEY
,origin VARCHAR(12) NOT NULL
,destination VARCHAR(12) NOT NULL
,distance INT NOT NULL
,UNIQUE(origin,destination)
);
INSERT INTO my_table VALUES
(1,'MILAN','TURIN',150),
(2,'TURIN','MILAN',150),
(3,'MILAN','VENICE',250),
(4,'VENICE','MILAN',250),
(5,'MILAN','GENOA',200),
(6,'MILAN','ROME',600),
(7,'ROME','MILAN',600),
(8,'MILAN','FLORENCE',380),
(9,'TURIN','GENOA',160),
(10,'GENOA','TURIN',160),
(11,'FLORENCE','VENICE',550),
(12,'FLORENCE','ROME',220),
(13,'ROME','FLORENCE',220);
SELECT x.origin
, y.origin waypoint1
, z.origin waypoint2
, COALESCE(z.destination,y.destination,x.destination) destination
, x.distance+COALESCE(y.distance,0)+COALESCE(z.distance,0) distance
FROM my_table x
LEFT
JOIN my_table y
ON y.origin = x.destination
AND y.destination <> x.origin
LEFT
JOIN my_table z
ON z.origin = y.destination
AND z.destination <> y.origin
AND z.destination <> x.origin
WHERE x.origin = 'ROME'
HAVING destination = 'VENICE'
ORDER
BY distance LIMIT 1;
+--------+-----------+-----------+-------------+----------+
| origin | waypoint1 | waypoint2 | destination | distance |
+--------+-----------+-----------+-------------+----------+
| ROME | MILAN | NULL | VENICE | 850 |
+--------+-----------+-----------+-------------+----------+
I've been looking for a tutorial everywhere but I couldn't find any specific solution to this. Does anybody know how to query from this table:
//////////////////
places // type /
//////////////////
alabama // ZX //
alabama // AQ //
africa // AQ //
vietnam // FD //
vietnam // FD //
////////////////
into this
///////////////////////////////////////////////////
places | ZX | AQ | FD
///////////////////////////////////////////////////
alabama| 1 | 2 | 0
africa | 0 | 1 | 0
vietnam| 0 | 0 | 2
///////////////////////////////////////////////////
EDIT: I edited the format, sorry for the error earlier.
Here is a possible solution that works across a variety of database engines.
-- Start: Setup Data
CREATE TABLE things (
places VARCHAR(50),
type VARCHAR(50)
);
INSERT INTO things VALUES ('alabama','ZX');
INSERT INTO things VALUES ('alabama','AQ');
INSERT INTO things VALUES ('africa','AQ');
INSERT INTO things VALUES ('vietnam','FD');
INSERT INTO things VALUES ('vietnam','FD');
-- End: Setup Data
SELECT
things.places,
SUM(
CASE
WHEN things.type = 'ZX' THEN 1
ELSE 0
END
) AS ZX_COUNT,
SUM(
CASE
WHEN things.type = 'AQ' THEN 1
ELSE 0
END
) AS AQ_COUNT,
SUM(
CASE
WHEN things.type = 'FD' THEN 1
ELSE 0
END
) AS FD_COUNT
FROM things
GROUP BY things.places
The drawback to this solution is that you need to know a priori which columns you want to have in your pivot table.
Here is an very well thought out answer to your question.
I'm using a stored procedure to (try to) write to 3 different tables in MYsql to track ping-pong data and show cool statistics.
So I'm a complete noob to MySQL (and StackOverflow) and haven't really done any sort of database language before so all of this is pretty new to me. I'm trying to make a stored procedure that writes ping-pong stats that come from Ignition(I'm fairly certain that Ignition isn't the problem. It's telling me the writes failed so I think it's a problem with my stored procedure).
I currently have one stored procedure that writes to the players table and can add wins, losses, and total games played when a button is pressed. My problem now is that I want to add statistics where I can track the score and who played against who so I could make graphs and stuff.
This stored procedure is supposed to search through the pingpong table to find if the names passed have played against each other before so I can find the corresponding MatchID. If the players haven't played before, then it should create a new row with a new MatchID(This is the key so it should be unique every time). Once I have the MatchID, I can then figure out how many games the players have played against each other before, what the score was, and who beat who and stuff like that.
Here's what I've written and MySQL says it's fine, but obviously it's not working. I know it's not completely finished but I really need some guidance since this is my second time doing anything with MySQL or and database language for that matter and I don't think this should be failing when I test any sort of write.
CREATE DEFINER=`root`#`localhost` PROCEDURE `Matchups`(
#these are passed from Ignition and should be working
IN L1Name VARCHAR(255), #Player 1 name on the left side
IN L2Name VARCHAR(255), #Player 2 name on the left side
IN R1Name VARCHAR(255), #Player 3 name on the right side
IN R2Name VARCHAR(255), #Player 4 name on the right side
IN TWOvTWO int, #If this is 1, then L1,L2,R1,R2 are playing instead of L1,R1
IN LeftScore int,
IN RightScore int)
BEGIN
DECLARE x int DEFAULT 0;
IF((
SELECT MatchupID
FROM pingpong
WHERE (PlayerL1 = L1Name AND PlayerR1 = R1Name) OR (PlayerL1 = R1Name AND PlayerR1 = L1Name)
)
IS NULL) THEN
INSERT INTO pingpong (PlayerL1, PlayerL2, PlayerR1, PlayerR2) VALUES (L1Name, L2Name, R1Name, R2Name);
INSERT INTO pingponggames (MatchupID, Lscore, Rscore) VALUES ((SELECT MatchupID
FROM pingpong
WHERE (PlayerL1 = L1Name AND PlayerR1 = R1Name) OR (PlayerL1 = R1Name AND PlayerR1 = L1Name)), LeftScore, RightScore);
END IF;
END
Here are what my tables currently look like:
pingpong
PlayerL1 | PlayerL2 | PlayerR1 | PlayerR2 | MatchupID
-----------------------------------------------------
L1 | NULL | R1 | NULL | 1
L1 | NULL | L2 | NULL | 3
L1 | NULL | R2 | NULL | 4
L1 | NULL | test2 | NULL | 5
pingponggames
GameID | MatchupID | LScore | RScore
------------------------------------------
1 | 1 | NULL | NULL
pingpongplayers
Name | TotalWins | TotalLosses | GamesPlayed
-----------------------------------------------------
L1 | 8 | 5 | NULL
L2 | 1 | 1 | NULL
R1 | 1 | 6 | 7
R2 | 1 | 1 | NULL
test2 | 1 | 0 | 1
test1 | 0 | 0 | 0
Explained some features, If needed more I need more info
CREATE DEFINER=`root`#`localhost` PROCEDURE `Matchups`(
#these are passed from Ignition and should be working
IN L1Name VARCHAR(255), #Player 1 name on the left side
IN L2Name VARCHAR(255), #Player 2 name on the left side
IN R1Name VARCHAR(255), #Player 3 name on the right side
IN R2Name VARCHAR(255), #Player 4 name on the right side
-- what will be the INPUT other than 1? It's to notice doubles or singles right? so taking 0 as single & 1 as doubles
IN TWOvTWO INT, #If this is 1, then L1,L2,R1,R2 are playing instead of L1,R1
IN LeftScore INT,
IN RightScore INT)
BEGIN
DECLARE x INT DEFAULT 0; # i guess you are using it in the sp
DECLARE v_matchupid INT; #used int --if data type is different, set as MatchupID column datatype
DECLARE inserted_matchupid INT; -- use data type based on your column MatchupID from pingpong tbl
IF(TWOvTWO=0) THEN -- for singles
#what is the need of this query? to check singles or doubles? Currently it search for only single from what you have written, will change according to that
SELECT MatchupID INTO v_matchupid
FROM pingpong
WHERE L1Name IN (PlayerL1, PlayerR1) AND R1Name IN (PlayerL1, PlayerR1); # avoid using direct name(string) have a master tbl for player name and use its id to compare or use to refer in another tbl
# the if part checks is it new between them and insert in both tbls
IF(v_matchupid IS NULL) THEN
INSERT INTO pingpong (PlayerL1, PlayerR1) VALUES (L1Name, R1Name);
SET inserted_matchupid=LAST_INSERT_ID();
INSERT INTO pingponggames (MatchupID, Lscore, Rscore) VALUES (inserted_matchupid, LeftScore, RightScore);
/*
Once I have the MatchID, I can then figure out how many games the players have played against each other before
A: this will not work for new matchup since matchupid is created now
*/
# so assuming if match found update pingponggames tbl with matched matchupid.. i leave it up to you
ELSE
UPDATE pingponggames SET Lscore=LeftScore, Rscore=RightScore WHERE MatchupID=v_matchupid;-- you can write your own
END IF;
-- for doubles
ELSE # assuming the possibilities of TWOvTWO will be either 0 or 1 if more use "elseif(TWOvTWO=1)" for this block as doubles
SELECT MatchupID INTO v_matchupid
FROM pingpong
# Note: If player name are same it will be difficult so better use a unique id as reference
WHERE L1Name IN (PlayerL1, PlayerL2, PlayerR1, PlayerR2) AND
L2Name IN (PlayerL1, PlayerL2, PlayerR1, PlayerR2) AND
R1Name IN (PlayerL1, PlayerL2, PlayerR1, PlayerR2) AND
R2Name IN (PlayerL1, PlayerL2, PlayerR1, PlayerR2);
IF(v_matchupid IS NULL) THEN
INSERT INTO pingpong (PlayerL1, PlayerL2, PlayerR1, PlayerR2) VALUES (L1Name, L2Name, R1Name, R2Name);
SET inserted_matchupid=LAST_INSERT_ID();
INSERT INTO pingponggames (MatchupID, Lscore, Rscore) VALUES (inserted_matchupid, LeftScore, RightScore);
ELSE
UPDATE pingponggames SET Lscore=LeftScore, Rscore=RightScore WHERE MatchupID=v_matchupid;-- you can write your own
END IF;
END IF;
END
I make a cohort analysis processor. Input parameters: time range and step, condition (initial event) to exctract cohorts, additional condition (retention event) to check after each N hours/days/months. Output parameters: cohort analysis grid, like this:
0h | 16h | 32h | 48h | 64h | 80h | 96h |
cohort #00 15 | 6 | 4 | 1 | 1 | 2 | 2 |
cohort #01 1 | 35 | 8 | 0 | 2 | 0 | 1 |
cohort #02 0 | 3 | 31 | 11 | 5 | 3 | 0 |
cohort #03 0 | 0 | 4 | 27 | 7 | 6 | 2 |
cohort #04 0 | 1 | 1 | 4 | 29 | 4 | 3 |
Basically:
fetch cohorts: unique users who did something 1 in every period from time_begin every time_step.
find how many of them (in each cohort) did something 2 after N seconds, N*2 seconds, N*3, and so on until now.
In short - I have 2 solutions. One works too slow and includes a heavy select with joins for each data step: 1 day, 2 day, 3 day, etc. I want to optimize it by joining result for every data step to cohorts - and it's the second solution. It looks like it works but I'm not sure it's the best way and that it will give the same result even if cohorts will intersect. Please check it out.
Here's the whole story.
I have a table of > 100,000 events, something like this:
#user-id, timestamp, event_name
events_view (uid varchar(64), tm int(11), e varchar(64))
example input row:
"user_sampleid1", 1423836540, "level_end:001:win"
To make a cohort analisys first I extract cohorts: for example, users, who send special event '1st_launch' in 10 hour periods starting from 2015-02-13 and ending with 2015-02-16. All code in this post is simplified and shortened to see the idea.
DROP TABLE IF EXISTS tmp_c;
create temporary table tmp_c (uid varchar(64), tm int(11), c int(11) );
set beg = UNIX_TIMESTAMP('2015-02-13 00:00:00');
set en = UNIX_TIMESTAMP('2015-02-16 00:00:00');
select min(tm) into t_start from events_view ;
select max(tm) into t_end from events_view ;
if beg < t_start then
set beg = t_start;
end if;
if en > t_end then
set en = t_end;
end if;
set period = 3600 * 10;
set cnt_c = ceil((en - beg) / period) ;
/*works quick enough*/
WHILE i < cnt_c DO
insert into tmp_c (
select uid, min(tm), i from events_view where
locate("1st_launch", e) > 0 and tm > (beg + period * i)
AND tm <= (beg + period * (i+1)) group by uid );
SET i = i+1;
END WHILE;
Cohorts may consist the same user ids, though usually one user is exist only in one cohort. And in each cohort users are unique.
Now I have temp table like this:
user_id | 1st timestamp | cohort_no
uid1 1423836540 0
uid2 1423839540 0
uid3 1423841160 1
uid4 1423841460 2
...
uidN 1423843080 M
Then I need to again divide time range on periods and calculate for each period how many users from each cohort have sent event "level_end:001:win".
For each small period I select all unique users who have sent "level_end:001:win" event and left join them to tmp_c cohorts table. So I have something like this:
user_id | 1st timestamp | cohort_no | user_id | other fields...
uid1 1423836540 0 uid1
uid2 1423839540 0 null
uid3 1423841160 1 null
uid4 1423841460 2 uid4
...
uidN 1423843080 M null
This way I see how many users from my cohorts are in those who have sent "level_end:001:win", exclude not found by where clause: where t2.uid is not null.
Finally I perform grouping and have counts of users in each cohort, who have sent "level_end:001:win" in this particluar period.
Here's the code:
DROP TABLE IF EXISTS tmp_res;
create temporary table tmp_res (uid varchar(64) CHARACTER SET cp1251 NOT NULL, c int(11), cnt int(11) );
set i = 0;
set cnt_c = ceil((t_end - beg) / period) ;
WHILE i < cnt_c DO
insert into tmp_res
select concat(beg + period * i, "_", beg + period * (i+1)), c, count(distinct(uid)) from
(select t1.uid, t1.c from tmp_c t1 left join
(select uid, min(tm) from events_view where
locate("level_end:001:win", e) > 0 and
tm > (beg + period * i) AND tm <= (beg + period * (i+1)) group by uid ) t2
on t1.uid = t2.uid where t2.uid is not null) t3
group by c;
SET i = i+1;
END WHILE;
/*getting result of the first method: tooo slooooow!*/
select * from tmp_res;
The result I've got (it's ok that some cohorts are not appear on some periods):
"1423832400_1423890000","1","35"
"1423832400_1423890000","2","3"
"1423832400_1423890000","3","1"
"1423832400_1423890000","4","1"
"1423890000_1423947600","1","21"
"1423890000_1423947600","2","50"
"1423890000_1423947600","3","2"
"1423947600_1424005200","1","9"
"1423947600_1424005200","2","24"
"1423947600_1424005200","3","70"
"1423947600_1424005200","4","6"
"1424005200_1424062800","1","7"
"1424005200_1424062800","2","15"
"1424005200_1424062800","3","21"
"1424005200_1424062800","4","32"
"1424062800_1424120400","1","7"
"1424062800_1424120400","2","13"
"1424062800_1424120400","3","24"
"1424062800_1424120400","4","18"
"1424120400_1424178000","1","10"
"1424120400_1424178000","2","12"
"1424120400_1424178000","3","18"
"1424120400_1424178000","4","14"
"1424178000_1424235600","1","6"
"1424178000_1424235600","2","7"
"1424178000_1424235600","3","9"
"1424178000_1424235600","4","12"
"1424235600_1424293200","1","6"
"1424235600_1424293200","2","8"
"1424235600_1424293200","3","9"
"1424235600_1424293200","4","5"
"1424293200_1424350800","1","5"
"1424293200_1424350800","2","3"
"1424293200_1424350800","3","11"
"1424293200_1424350800","4","10"
"1424350800_1424408400","1","8"
"1424350800_1424408400","2","5"
"1424350800_1424408400","3","7"
"1424350800_1424408400","4","7"
"1424408400_1424466000","2","6"
"1424408400_1424466000","3","7"
"1424408400_1424466000","4","3"
"1424466000_1424523600","1","3"
"1424466000_1424523600","2","4"
"1424466000_1424523600","3","8"
"1424466000_1424523600","4","2"
"1424523600_1424581200","2","3"
"1424523600_1424581200","3","3"
It works but it takes too much time to process because there are many queries here instead of one, so I need to rewrite it.
I think it can be rewritten with joins, but I'm still not sure how.
I decided to make a temporary table and write period boundaries in it:
DROP TABLE IF EXISTS tmp_times;
create temporary table tmp_times (tm_start int(11), tm_end int(11));
set cnt_c = ceil((t_end - beg) / period) ;
set i = 0;
WHILE i < cnt_c DO
insert into tmp_times values( beg + period * i, beg + period * (i+1));
SET i = i+1;
END WHILE;
Then I get periods-to-events mapping (user_id + timestamp represent particular event) to temp table and left join it to cohorts table and group the result:
SELECT Concat(tm_start, "_", tm_end) per,
t1.c coh,
Count(DISTINCT( t2.uid ))
FROM tmp_c t1
LEFT JOIN (SELECT *
FROM tmp_times t3
LEFT JOIN (SELECT uid,
tm
FROM events_view
WHERE Locate("level_end:101:win", e) > 0)
t4
ON ( t4.tm > t3.tm_start
AND t4.tm <= t3.tm_end )
WHERE t4.uid IS NOT NULL
ORDER BY t3.tm_start) t2
ON t1.uid = t2.uid
WHERE t2.uid IS NOT NULL
GROUP BY per,
coh
ORDER BY per,
coh;
In my tests this returns the same result as method #1. I can't check the result manually, but I understand how method #1 work more and as far I can see it gives what I want. Method #2 is faster, but I'm not sure it's the best way and it will give the same result even if cohorts will intersect.
Maybe there are well-known common methods to perform a cohort analysis in SQL? Is method #1 I use more reliable than method #2? I work with joins not that often, that's why still do not fully understand joins magic yet.
Method #2 looks like pure magic, and I used to not believe in what I don't understand :)
Thanks for answers!
I've been struggling for about 2 hours on one query now. Help? :(
I have a table like this:
id name lft rgt
35 Top level board 1 16
37 2nd level board 3 6 15
38 2nd level board 2 4 5
39 2nd level board 1 2 3
40 3rd level board 1 13 14
41 3rd level board 2 9 12
42 3rd level board 3 7 8
43 4th level board 1 10 11
It is stored in the structure recommended in this tutorial. What I want to do is select a forum board and all sub forums ONE level below the selected forum board (no lower). Ideally, the query would get the selected forum's level while only being passed the board's ID, then it would select that forum, and all it's immediate children.
So, I would hopefully end up with:
id name lft rgt
35 Top level board 1 16
37 2nd level board 3 6 15
38 2nd level board 2 4 5
39 2nd level board 1 2 3
Or
id name lft rgt
37 2nd level board 3 6 15
40 3rd level board 1 13 14
41 3rd level board 2 9 12
42 3rd level board 3 7 8
The top rows here are the parent forums, the others sub forums. Also, I'd like something where a depth value is given, where the depth is relative to the selected parent form. For example, taking the last table as some working data, we would have:
id name lft rgt depth
37 2nd level board 3 6 15 0
40 3rd level board 1 13 14 1
41 3rd level board 2 9 12 1
42 3rd level board 3 7 8 1
Or
id name lft rgt depth
35 Top level board 1 16 0
37 2nd level board 3 6 15 1
38 2nd level board 2 4 5 1
39 2nd level board 1 2 3 1
I hope you get my drift here.
Can anyone help with this? It's really getting me annoyed now :(
James
The easiest way for you to do it - just add a column where you keep the depth.
Otherwise the query will be very inefficient - you will have to get a the whole hierarchy, sorted by left number (that will put very first child be first), join it to itself to make sure that for each next node left number is equal to previous node right number + 1
In general, nested intervals algorithm is nice, but has a serious disadvantage - if you add something to tree, a lot of recalculations required.
A nice alternative for this is Tropashko Nested intervals algorithm with continued fractions - just google for it. And getting a single level below the parent with this algorithm is done very naturally. Also, given a child, you can calculate all numbers for all its parents without hitting a database.
One more thing to consider is that relational databases really are not the most optimal and natural way to store hierarchical data. A structure like you have here - a binary tree, essentially - would be much easier to represent with an XML blob that you can persist, or store as an object in an object-oriented database.
I prefer the adjacency list approach myself. The following example uses a non-recursive stored procedure to return a tree/subtree which I then transform into an XML DOM but you could do whatever you like with the resultset. Remember it's a single call from PHP to MySQL and adjacency lists are much easier to manage.
full script here : http://pastie.org/1294143
PHP
<?php
header("Content-type: text/xml");
$conn = new mysqli("localhost", "foo_dbo", "pass", "foo_db", 3306);
// one non-recursive db call to get the tree
$result = $conn->query(sprintf("call department_hier(%d,%d)", 2,1));
$xml = new DomDocument;
$xpath = new DOMXpath($xml);
$dept = $xml->createElement("department");
$xml->appendChild($dept);
// loop and build the DOM
while($row = $result->fetch_assoc()){
$staff = $xml->createElement("staff");
// foreach($row as $col => $val) $staff->setAttribute($col, $val);
$staff->setAttribute("staff_id", $row["staff_id"]);
$staff->setAttribute("name", $row["name"]);
$staff->setAttribute("parent_staff_id", $row["parent_staff_id"]);
if(is_null($row["parent_staff_id"])){
$dept->setAttribute("dept_id", $row["dept_id"]);
$dept->setAttribute("department_name", $row["department_name"]);
$dept->appendChild($staff);
}
else{
$qry = sprintf("//*[#staff_id = '%d']", $row["parent_staff_id"]);
$parent = $xpath->query($qry)->item(0);
if(!is_null($parent)) $parent->appendChild($staff);
}
}
$result->close();
$conn->close();
echo $xml->saveXML();
?>
XML Output
<department dept_id="2" department_name="Mathematics">
<staff staff_id="1" name="f00" parent_staff_id="">
<staff staff_id="5" name="gamma" parent_staff_id="1"/>
<staff staff_id="6" name="delta" parent_staff_id="1">
<staff staff_id="7" name="zeta" parent_staff_id="6">
<staff staff_id="2" name="bar" parent_staff_id="7"/>
<staff staff_id="8" name="theta" parent_staff_id="7"/>
</staff>
</staff>
</staff>
</department>
SQL Stuff
-- TABLES
drop table if exists staff;
create table staff
(
staff_id smallint unsigned not null auto_increment primary key,
name varchar(255) not null
)
engine = innodb;
drop table if exists departments;
create table departments
(
dept_id tinyint unsigned not null auto_increment primary key,
name varchar(255) unique not null
)
engine = innodb;
drop table if exists department_staff;
create table department_staff
(
dept_id tinyint unsigned not null,
staff_id smallint unsigned not null,
parent_staff_id smallint unsigned null,
primary key (dept_id, staff_id),
key (staff_id),
key (parent_staff_id)
)
engine = innodb;
-- STORED PROCEDURES
drop procedure if exists department_hier;
delimiter #
create procedure department_hier
(
in p_dept_id tinyint unsigned,
in p_staff_id smallint unsigned
)
begin
declare v_done tinyint unsigned default 0;
declare v_dpth smallint unsigned default 0;
create temporary table hier(
dept_id tinyint unsigned,
parent_staff_id smallint unsigned,
staff_id smallint unsigned,
depth smallint unsigned
)engine = memory;
insert into hier select dept_id, parent_staff_id, staff_id, v_dpth from department_staff
where dept_id = p_dept_id and staff_id = p_staff_id;
/* http://dev.mysql.com/doc/refman/5.0/en/temporary-table-problems.html */
create temporary table tmp engine=memory select * from hier;
while not v_done do
if exists( select 1 from department_staff e
inner join hier on e.dept_id = hier.dept_id and e.parent_staff_id = hier.staff_id and hier.depth = v_dpth) then
insert into hier select e.dept_id, e.parent_staff_id, e.staff_id, v_dpth + 1 from department_staff e
inner join tmp on e.dept_id = tmp.dept_id and e.parent_staff_id = tmp.staff_id and tmp.depth = v_dpth;
set v_dpth = v_dpth + 1;
truncate table tmp;
insert into tmp select * from hier where depth = v_dpth;
else
set v_done = 1;
end if;
end while;
select
hier.dept_id,
d.name as department_name,
s.staff_id,
s.name,
p.staff_id as parent_staff_id,
p.name as parent_name,
hier.depth
from
hier
inner join departments d on hier.dept_id = d.dept_id
inner join staff s on hier.staff_id = s.staff_id
left outer join staff p on hier.parent_staff_id = p.staff_id;
drop temporary table if exists hier;
drop temporary table if exists tmp;
end #
delimiter ;
-- TEST DATA
insert into staff (name) values
('f00'),('bar'),('alpha'),('beta'),('gamma'),('delta'),('zeta'),('theta');
insert into departments (name) values
('Computing'),('Mathematics'),('English'),('Engineering'),('Law'),('Music');
insert into department_staff (dept_id, staff_id, parent_staff_id) values
(1,1,null),
(1,2,1),
(1,3,1),
(1,4,3),
(1,7,4),
(2,1,null),
(2,5,1),
(2,6,1),
(2,7,6),
(2,8,7),
(2,2,7);
-- TESTING (call this sproc from your php)
call department_hier(1,1);
call department_hier(2,1);