问题
I have a few tables which I am trying to join and fetch the results for a list
Interviews Table
+--------------+-----------+
| interview_id | Candidate |
+--------------+-----------+
| 1 | Ram |
| 2 | Rahim |
| 3 | Joseph |
+--------------+-----------+
Participant Ratings Table
+--------------+-----------+-------+
| interview_id | Rater Type|Rating |
+--------------+-----------+-------+
| 1 | Candidate | 4 |
| 2 | Candidate | 4 |
| 1 | Recruiter | 5 |
+--------------+-----------+-------+
System Ratings Table
+--------------+------------+-------+
| interview_id | Rating Type|Rating |
+--------------+------------+-------+
| 1 | Quality | 4 |
| 1 | Depth | 4 |
| 1 | Accuracy | 5 |
| 2 | Quality | 4 |
| 2 | Depth | 3 |
| 2 | Accuracy | 5 |
| 3 | Quality | 4 |
| 3 | Depth | 5 |
| 3 | Accuracy | 5 |
+--------------+------------+-------+
I need to fetch the result of average ratings for each interview given in the following manner.
+--------------+--------------+-----------------+-----------------+
| interview_id | System Rating|Recruiter Rating |Candidate Rating |
+--------------+--------------+-----------------+-----------------+
| 1 | 4.3 | 5 | 4 |
| 2 | 4.0 | 0 | 4 |
| 3 | 4.6 | 0 | 0 |
+--------------+--------------+-----------------+-----------------+
Each interview can will have one 1 candidate rating and 1 recruiter rating but that is optional. If given a record is created in participant rating with rating and type.
Need to get the average of system ratings of all the types and get one value as system rating and if rating provided by participants then display else display as 0 if any or both the participants not provided any rating.
Please ignore the values, if there is a mistake.
The SQL which I tried to get the result.
SELECT i.candidate, i.id AS interview_id,
AVG(sr.rating) AS system_rating,
AVG(CASE WHEN pr.rater_type = 'Candidate' THEN pr.rating END) AS candidate_rating,
AVG(CASE WHEN pr.rater_type = 'Recruiter' THEN pr.rating END) AS recruiter_rating
FROM system_ratings sr, participant_ratings pr, interviews i
WHERE sr.interview_id = i.id AND i.id = 2497 AND pr.interview_id = i.interview_id
The problem is whenever participant ratings are not present then results are missing as there is join.
回答1:
Use LEFT JOIN
to make sure if relation tables do not have any data, still we can have records from the main table.
Reference: Understanding MySQL LEFT JOIN
Issue(s):
- Wrong field name:
pr.interview_id = i.interview_id
, it should bepr.interview_id = i.id
as we don't have any interview_id field ininterviews
table, it would beid
field - based on your query. pr.interview_id = i.id
inwhere
clause: Ifparticipant_rating
table does not have any records for a given interview, this will cause the removal of that interview from the result set. UseLEFT JOIN
forparticipant_rating
table.sr.interview_id = i.id
inwhere
clause: Ifsystem_rating
table does not have any records for a given interview, this will cause the removal of that interview from the result set. UseLEFT JOIN
forsystem_rating
table too.Usage of AVG
works but won't work for other aggregates functions likeSUM, COUNT
.. because if we have one to many relationships then join will make there will be multiple records for the same row.
Solution:
SELECT
i.id AS interview_id,
i.candidate,
AVG(sr.rating) AS system_rating,
AVG(CASE WHEN pr.rater_type = 'Candidate' THEN pr.rating END) AS candidate_rating,
AVG(CASE WHEN pr.rater_type = 'Recruiter' THEN pr.rating END) AS recruiter_rating
FROM interviews i
LEFT JOIN system_rating sr ON sr.interview_id = i.id
LEFT JOIN participant_rating pr ON pr.interview_id = i.id
-- WHERE i.id IN (1, 2, 3) -- use whenever required
GROUP BY i.id
来源:https://stackoverflow.com/questions/57890951/how-to-join-has-many-relation-table-and-fetch-result-by-type