Reputation: 303224
My goal is to find every user who has ever been assigned to a task, and then generate some statistics over a particular date range, and associate the stats with the original set of users. When no statistics exist for a particular user, I want a row in the output for the user but NULL
values for the stats.
I have a complex SQL query that looks like this (actual query at the bottom):
SELECT
user_name, changeday, project_name
sum(hour_delta) AS hours,
FROM ( … ) tasked_users
LEFT OUTER JOIN ( … ) a
ON tasked_users.id=a.assignee_id
WHERE
(changeday IS NULL) OR (changeday >= … AND changeday <= …)
GROUP BY user_name, changeday, a.project_name
ORDER BY user_name, changeday, a.project_name;
My desire is to find a large set of users and match them up with data from the a
table; when there exist users that don't have any matching entries in a
I want nulls or 0
hours.
Unfortunately, this query returns only rows for users present in 'a'. For example, one particular set of dates returns:
{:user_name=>"Gavin", :hours=>0.0, :changeday=>2013-09-08, :project_name=>"Foo"}
{:user_name=>"Steve", :hours=>1.0, :changeday=>2013-09-08, :project_name=>"Bar"}
While different date ranges result in different users being found. The contents of the tasked_users
sub-query has 14 distinct user id/name pairs. I need all of them to be represented in the result.
In case it makes a difference, or in case you have additional helpful tips on improving the query, here's the full query.
SELECT
user_name,
sum(hour_delta) AS hours,
changeday,
project_name
FROM (
SELECT DISTINCT
users.id,
users.name AS user_name
FROM users
INNER JOIN tasks AS tasks1
ON users.id=tasks1.assignee_id
) tasked_users
LEFT OUTER JOIN
(
SELECT
(
coalesce(cast(nullif(new_value,'') AS float),0) -
coalesce(cast(nullif(old_value,'') AS float),0)
) AS hour_delta,
task_id,
tasks2.assignee_id AS assigned_log,
fixin_id,
projects.name AS project_name,
date_trunc('day',task_log_entries.created_on) AS changeday
FROM task_log_entries
INNER JOIN tasks AS tasks2
ON task_id=tasks2.id
INNER JOIN fixins
ON fixins.id=tasks2.fixin_id
INNER JOIN projects
ON projects.id=fixins.project_id
WHERE field_id=18
) a
ON tasked_users.id=a.assigned_log
WHERE
(changeday IS NULL)
OR
(changeday >= '2013-09-08' AND changeday <= '2013-09-08')
GROUP BY user_name, changeday, a.project_name
ORDER BY user_name, changeday, a.project_name;
Here's the result of EXPLAIN
for the query, in case it helps (I don't know how to read this and derive what I need):
GroupAggregate (cost=1116.40..1116.99 rows=13 width=144)"}
-> Sort (cost=1116.40..1116.43 rows=13 width=144)"}
Sort Key: users.name, (date_trunc('day'::text, task_log_entries.created_on)), projects.name"}
-> Hash Left Join (cost=1024.32..1116.16 rows=13 width=144)"}
Hash Cond: (users.id = tasks2.assignee_id)"}
Filter: ((date_trunc('day'::text, task_log_entries.created_on) IS NULL) OR ((date_trunc('day'::text, task_log_entries.created_on) >= '2013-09-08 00:00:00'::timestamp without time zone) AND (date_trunc('day'::text, task_log_entries.created_on) <= '2013-09-08 00:00:00'::timestamp without time zone)))"}
-> HashAggregate (cost=44.07..45.46 rows=139 width=12)"}
-> Hash Join (cost=5.13..40.09 rows=795 width=12)"}
Hash Cond: (tasks1.assignee_id = users.id)"}
-> Seq Scan on tasks tasks1 (cost=0.00..24.01 rows=801 width=4)"}
-> Hash (cost=3.39..3.39 rows=139 width=12)"}
-> Seq Scan on users (cost=0.00..3.39 rows=139 width=12)"}
-> Hash (cost=963.51..963.51 rows=1339 width=30)"}
-> Hash Join (cost=729.23..963.51 rows=1339 width=30)"}
Hash Cond: (fixins.project_id = projects.id)"}
-> Hash Join (cost=727.91..943.79 rows=1339 width=24)"}
Hash Cond: (task_log_entries.task_id = tasks2.id)"}
-> Seq Scan on task_log_entries (cost=0.00..197.46 rows=1339 width=20)"}
Filter: (field_id = 18)"}
-> Hash (cost=717.90..717.90 rows=801 width=12)"}
-> Hash Join (cost=676.87..717.90 rows=801 width=12)"}
Hash Cond: (tasks2.fixin_id = fixins.id)"}
-> Seq Scan on tasks tasks2 (cost=0.00..24.01 rows=801 width=12)"}
-> Hash (cost=589.72..589.72 rows=6972 width=8)"}
-> Seq Scan on fixins (cost=0.00..589.72 rows=6972 width=8)"}
-> Hash (cost=1.14..1.14 rows=14 width=14)"}
-> Seq Scan on projects (cost=0.00..1.14 rows=14 width=14)"}
Here's the description of all tables involved. I have not trimmed them to remove any "irrelevant" columns so you can be sure to see if there are any ambiguous column name conflicts.
app=> \d task_log_entries
Table "public.task_log_entries"
Column | Type | Modifiers
------------+-----------------------------+---------------------------------------------------------------
id | integer | not null default nextval('task_log_entries_id_seq'::regclass)
task_id | integer | not null
user_id | integer |
field_id | integer | not null
created_on | timestamp without time zone | not null default now()
new_value | text |
old_value | text |
Indexes:
"task_log_entries_pkey" PRIMARY KEY, btree (id)
Foreign-key constraints:
"task_log_entries_field_id_fkey" FOREIGN KEY (field_id) REFERENCES log_fields(id)
"task_log_entries_task_id_fkey" FOREIGN KEY (task_id) REFERENCES tasks(id) ON DELETE CASCADE
"task_log_entries_user_id_fkey" FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE SET NULL
app=> \d tasks
Table "public.tasks"
Column | Type | Modifiers
----------------+-----------------------------+-----------------------------------------------------
id | integer | not null default nextval('fixins_id_seq'::regclass)
fixin_id | integer | not null
created_on | timestamp without time zone | not null default now()
updated_on | timestamp without time zone | not null default now()
name | character varying(200) | not null
description | text |
blocked_by | character varying(200) |
estimate | double precision |
actual | double precision |
remaining | double precision |
relative_order | integer |
status_id | integer | not null
assignee_id | integer |
Indexes:
"tasks_pkey" PRIMARY KEY, btree (id)
Foreign-key constraints:
"tasks_assignee_id_fkey" FOREIGN KEY (assignee_id) REFERENCES users(id) ON DELETE SET NULL
"tasks_fixin_id_fkey" FOREIGN KEY (fixin_id) REFERENCES fixins(id) ON DELETE CASCADE
"tasks_status_id_fkey" FOREIGN KEY (status_id) REFERENCES task_statuses(id)
Referenced by:
TABLE "task_comments" CONSTRAINT "task_comments_task_id_fkey" FOREIGN KEY (task_id) REFERENCES tasks(id) ON DELETE CASCADE
TABLE "task_log_entries" CONSTRAINT "task_log_entries_task_id_fkey" FOREIGN KEY (task_id) REFERENCES tasks(id) ON DELETE CASCADE
TABLE "users_tasks_notifications" CONSTRAINT "users_tasks_notifications_task_id_fkey" FOREIGN KEY (task_id) REFERENCES tasks(id) ON DELETE CASCADE
app=> \d fixins
Table "public.fixins"
Column | Type | Modifiers
----------------+-----------------------------+-----------------------------------------------------
id | integer | not null default nextval('fixins_id_seq'::regclass)
project_id | integer | not null
created_on | timestamp without time zone | not null default now()
updated_on | timestamp without time zone | not null default now()
name | character varying(200) | not null
description | text | not null
status_id | integer | not null
reporter_id | integer |
assignee_id | integer |
priority_id | integer | not null
severity_id | integer | not null
likelihood_id | integer | not null
maturity | integer | not null default 0
version | character varying(100) |
iteration_id | integer |
relative_order | integer |
kind | character varying(16) | not null default 'Bug'::character varying
specs | character varying(50) |
estimate | double precision |
blocked_by | character varying(200) |
plan_estimate | double precision |
actual | double precision |
remaining | double precision |
promise_date | date |
Indexes:
"fixins_pkey" PRIMARY KEY, btree (id)
Foreign-key constraints:
"fixins_assignee_id_fkey" FOREIGN KEY (assignee_id) REFERENCES users(id) ON DELETE SET NULL
"fixins_iteration_id_fkey" FOREIGN KEY (iteration_id) REFERENCES iterations(id) ON DELETE SET NULL
"fixins_likelihood_id_fkey" FOREIGN KEY (likelihood_id) REFERENCES likelihoods(id)
"fixins_priority_id_fkey" FOREIGN KEY (priority_id) REFERENCES priorities(id)
"fixins_project_id_fkey" FOREIGN KEY (project_id) REFERENCES projects(id)
"fixins_reporter_id_fkey" FOREIGN KEY (reporter_id) REFERENCES users(id) ON DELETE SET NULL
"fixins_severity_id_fkey" FOREIGN KEY (severity_id) REFERENCES severities(id)
"fixins_status_id_fkey" FOREIGN KEY (status_id) REFERENCES statuses(id)
Referenced by:
TABLE "bug_snapshots" CONSTRAINT "bug_snapshots_fixin_id_fkey" FOREIGN KEY (fixin_id) REFERENCES fixins(id) ON DELETE SET NULL
TABLE "comments" CONSTRAINT "comments_fixin_id_fkey" FOREIGN KEY (fixin_id) REFERENCES fixins(id) ON DELETE CASCADE
TABLE "customers_fixins" CONSTRAINT "customers_fixins_fixin_id_fkey" FOREIGN KEY (fixin_id) REFERENCES fixins(id)
TABLE "fixins_tags" CONSTRAINT "fixins_tags_fixin_id_fkey" FOREIGN KEY (fixin_id) REFERENCES fixins(id) ON DELETE CASCADE
TABLE "log_entries" CONSTRAINT "log_entries_fixin_id_fkey" FOREIGN KEY (fixin_id) REFERENCES fixins(id) ON DELETE CASCADE
TABLE "relationships" CONSTRAINT "relationships_fixin1_id_fkey" FOREIGN KEY (fixin1_id) REFERENCES fixins(id) ON DELETE CASCADE
TABLE "relationships" CONSTRAINT "relationships_fixin2_id_fkey" FOREIGN KEY (fixin2_id) REFERENCES fixins(id) ON DELETE CASCADE
TABLE "tasks" CONSTRAINT "tasks_fixin_id_fkey" FOREIGN KEY (fixin_id) REFERENCES fixins(id) ON DELETE CASCADE
TABLE "users_notifications" CONSTRAINT "users_notifications_fixin_id_fkey" FOREIGN KEY (fixin_id) REFERENCES fixins(id) ON DELETE CASCADE
TABLE "votes" CONSTRAINT "votes_fixin_id_fkey" FOREIGN KEY (fixin_id) REFERENCES fixins(id)
app=> \d projects
Table "public.projects"
Column | Type | Modifiers
----------------+-------------------------+-------------------------------------------------------
id | integer | not null default nextval('projects_id_seq'::regclass)
name | character varying(50) | not null
link_name | character varying(50) | not null
pain_threshold | integer | not null
wiki_server | character varying(100) |
wiki_wiki | character varying(100) |
wiki_pattern | character varying(1000) |
active | boolean | not null default true
Indexes:
"projects_pkey" PRIMARY KEY, btree (id)
"projects_link_name_key" UNIQUE, btree (link_name)
Referenced by:
TABLE "fixins" CONSTRAINT "fixins_project_id_fkey" FOREIGN KEY (project_id) REFERENCES projects(id)
TABLE "iterations" CONSTRAINT "iterations_project_id_fkey" FOREIGN KEY (project_id) REFERENCES projects(id) ON DELETE CASCADE
TABLE "project_preferences" CONSTRAINT "project_preferences_project_id_fkey" FOREIGN KEY (project_id) REFERENCES projects(id)
TABLE "projects_users_notifications" CONSTRAINT "projects_users_notifications_project_id_fkey" FOREIGN KEY (project_id) REFERENCES projects(id)
TABLE "releases" CONSTRAINT "releases_project_id_fkey" FOREIGN KEY (project_id) REFERENCES projects(id) ON DELETE CASCADE
app=> \d users
Table "public.users"
Column | Type | Modifiers
----------+-----------------------+----------------------------------------------------
id | integer | not null default nextval('users_id_seq'::regclass)
name | character varying(50) | not null
email | character varying(50) |
active | boolean | not null default true
passhash | character varying(40) |
salt | character varying(4) |
Indexes:
"users_pkey" PRIMARY KEY, btree (id)
Referenced by:
TABLE "comments" CONSTRAINT "comments_user_id_fkey" FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE SET NULL
TABLE "fixins" CONSTRAINT "fixins_assignee_id_fkey" FOREIGN KEY (assignee_id) REFERENCES users(id) ON DELETE SET NULL
TABLE "fixins" CONSTRAINT "fixins_reporter_id_fkey" FOREIGN KEY (reporter_id) REFERENCES users(id) ON DELETE SET NULL
TABLE "log_entries" CONSTRAINT "log_entries_user_id_fkey" FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE SET NULL
TABLE "project_preferences" CONSTRAINT "project_preferences_user_id_fkey" FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE CASCADE
TABLE "projects_users_notifications" CONSTRAINT "projects_users_notifications_user_id_fkey" FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE CASCADE
TABLE "task_comments" CONSTRAINT "task_comments_user_id_fkey" FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE SET NULL
TABLE "task_log_entries" CONSTRAINT "task_log_entries_user_id_fkey" FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE SET NULL
TABLE "tasks" CONSTRAINT "tasks_assignee_id_fkey" FOREIGN KEY (assignee_id) REFERENCES users(id) ON DELETE SET NULL
TABLE "users_notifications" CONSTRAINT "users_notifications_user_id_fkey" FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE CASCADE
TABLE "users_tasks_notifications" CONSTRAINT "users_tasks_notifications_user_id_fkey" FOREIGN KEY (user_id) REFERENCES users(id) ON DELETE CASCADE
app=> \d log_fields
Table "public.log_fields"
Column | Type | Modifiers
--------+------------------------+-----------
id | integer | not null
name | character varying(200) | not null
Indexes:
"log_fields_pkey" PRIMARY KEY, btree (id)
Referenced by:
TABLE "log_entries" CONSTRAINT "log_entries_field_id_fkey" FOREIGN KEY (field_id) REFERENCES log_fields(id)
TABLE "task_log_entries" CONSTRAINT "task_log_entries_field_id_fkey" FOREIGN KEY (field_id) REFERENCES log_fields(id)
Upvotes: 2
Views: 5385
Reputation: 656686
The query can probably be simplified to:
SELECT u.name AS user_name
, p.name AS project_name
, tl.created_on::date AS changeday
, coalesce(sum(nullif(new_value, '')::numeric), 0)
- coalesce(sum(nullif(old_value, '')::numeric), 0) AS hours
FROM users u
LEFT JOIN (
tasks t
JOIN fixins f ON f.id = t.fixin_id
JOIN projects p ON p.id = f.project_id
JOIN task_log_entries tl ON tl.task_id = t.id
AND tl.field_id = 18
AND (tl.created_on IS NULL OR
tl.created_on >= '2013-09-08' AND
tl.created_on < '2013-09-09') -- upper border!
) ON t.assignee_id = u.id
WHERE EXISTS (SELECT 1 FROM tasks t1 WHERE t1.assignee_id = u.id)
GROUP BY 1, 2, 3
ORDER BY 1, 2, 3;
This returns all users that have ever had any task.
Plus data per projects and day where data exists in the specified date range in task_log_entries
.
The aggregate function sum()
ignores NULL
values. COALESCE()
per row is not required any more as soon as you recast the calculation as the difference of two sums:
,coalesce(sum(nullif(new_value, '')::numeric), 0) -
coalesce(sum(nullif(old_value, '')::numeric), 0) AS hours
However, if it is possible that all columns of a selection have NULL
or empty strings, wrap the sums into COALESCE
once.
I am using numeric
instead of float
, safer alternative to minimize rounding errors.
Your attempt to get distinct values from the join of users
and tasks
is futile, since you join to task
once more further down. Flatten the whole query to make it simpler and faster.
These positional references are just a notational convenience:
GROUP BY 1, 2, 3
ORDER BY 1, 2, 3
... doing the same as in your original query.
To get a date
from a timestamp
you can simply cast to date
:
tl.created_on::date AS changeday
But it's much better to test with original values in the WHERE
clause or JOIN
condition (if possible, and it is possible here), so Postgres can use plain indices on the column (if available):
AND (tl.created_on IS NULL OR
tl.created_on >= '2013-09-08' AND
tl.created_on < '2013-09-09') -- next day as excluded upper border
Note that a date literal is converted to a timestamp
at 00:00
of the day at your current time zone. You need to pick the next day and exclude it as upper border. Or provide a more explicit timestamp literal like '2013-09-22 0:0 +2':: timestamptz
. More on excluding upper border:
For the requirement every user who has ever been assigned to a task
add the WHERE
clause:
WHERE EXISTS (SELECT 1 FROM tasks t1 WHERE t1.assignee_id = u.id)
Most importantly: A LEFT [OUTER] JOIN
preserves all rows to the left of the join. Adding a WHERE
clause on the right table can void this effect. Instead, move the filter expression to the JOIN
clause. More explanation here:
Parentheses can be used to force the order in which tables are joined. Rarely needed for simple queries, but very useful in this case. I use the feature to join task
, fixins
, projects
and task_log_entries
before left-joining all of it to users
- without subquery.
Table aliases make writing complex queries easier.
Upvotes: 4
Reputation: 1381
It doesn't work because the first query is inner joined with tasks. The same table is than used to perform outer join (through subquery but nevertheless) but the first query (tasked users) doesn't have the relevant records in the first place (that lack the match).
Try using
....
FROM (
SELECT DISTINCT
users.id,
users.name AS user_name
FROM users
) tasked_users
...
Upvotes: 1