I am having trouble while trying to understand the concept of semi-join and how it is different from conventional join. I have tried some article already but not satisfied with the explanation, could someone please help me to understand it?
3 Answers
Simple example. Let's select students with grades using left outer join:
SELECT DISTINCT s.id
FROM students s
LEFT JOIN grades g ON g.student_id = s.id
WHERE g.student_id IS NOT NULL
Now the same with left semi-join:
SELECT s.id
FROM students s
WHERE EXISTS (SELECT 1 FROM grades g
WHERE g.student_id = s.id)
The latter is generally more efficient (depending on concrete DBMS and query optimizer).
As far as I know SQL dialects that support SEMIJOIN/ANTISEMI are U-SQL/Cloudera Impala.
Semijoins are U-SQL’s way filter a rowset based on the inclusion of its rows in another rowset. Other SQL dialects express this with the SELECT * FROM A WHERE A.key IN (SELECT B.key FROM B) pattern.
More info Semi Join and Anti Join Should Have Their Own Syntax in SQL:
“Semi” means that we don’t really join the right hand side, we only check if a join would yield results for any given tuple.
-- IN
SELECT *
FROM Employee
WHERE DeptName IN (
SELECT DeptName
FROM Dept
)
-- EXISTS
SELECT *
FROM Employee
WHERE EXISTS (
SELECT 1
FROM Dept
WHERE Employee.DeptName = Dept.DeptName
)
EDIT:
Another dialect that supports SEMI/ANTISEMI join is KQL:
kind=leftsemi (or kind=rightsemi)
Returns all the records from the left side that have matches from the right. The result table contains columns from the left side only.
let t1 = datatable(key:long, value:string)
[1, "a",
2, "b",
3, "c"];
let t2 = datatable(key:long)
[1,3];
t1 | join kind=leftsemi (t2) on key
Output:
key value
1 a
3 c
As I understand, a semi join is a left join or right join:
What's the difference between INNER JOIN, LEFT JOIN, RIGHT JOIN and FULL JOIN?
So the difference between a left (semi) join and a "conventional" join is that you only retrieve the data of the left table (where you have a match on your join condition). Whereas with a full (outer) join (I think thats what you mean by conventional join), you retrieve the data of both tables where your condition matches.
