Resolve slow queries
Problem: Your application is running slowly, and you suspect slow SQL queries are the cause.
Solution using FusionReactor:
-
Identify the bottleneck:
- Open FusionReactor (on-premise or cloud UI).
- Navigate to JDBC History (found under your Servers page in the cloud UI).
- Sort the transactions by the Duration column in descending order to see the longest running queries first.
-
Drill down into a slow transaction:
- Click on a transaction that took longer than expected.
- Go to the JDBC tab within the transaction details.
- Here you will see the specific SQL query that was executed and the time taken for different parts of the execution.
-
Analyze the SQL query:
- Carefully examine the text of the SQL query. Look for potential issues such as:
- Lack of appropriate indexes: Is the query searching through large amounts of data without using indexes?
- Inefficient JOIN clauses: Are tables being joined in a way that requires a lot of processing?
- Use of wildcards at the beginning of searches (e.g.,
LIKE '%value'
) which can prevent index usage. - Selecting unnecessary columns (
SELECT *
).
- Carefully examine the text of the SQL query. Look for potential issues such as:
-
Implement optimizations:
- Based on your analysis, apply necessary optimizations. Common solutions include:
- Adding indexes to frequently used columns in
WHERE
clauses andJOIN
conditions. - Rewriting the SQL query to be more specific and efficient. For example, avoid
SELECT *
and only select necessary columns. - Optimizing
JOIN
conditions by ensuring appropriate columns are used and considering different join types. - Restructuring database tables if the current structure is causing performance issues.
- Adding indexes to frequently used columns in
- Based on your analysis, apply necessary optimizations. Common solutions include:
-
Verify performance improvements:
- After making changes, re-run the problematic query (if possible in a testing environment).
- Monitor the JDBC History in FusionReactor again.
- Compare the duration of the transaction before and after your changes. You should see a significant reduction in execution time.
- Keep an eye on overall application performance to ensure the changes have had the desired positive impact.
-
Proactive monitoring:
- Configure Crash Protection alerts in FusionReactor to notify you if SQL queries exceed определенные thresholds in the future. This helps you catch performance regressions early.
Best practices for SQL performance
- Index frequently queried columns.
- Minimize the use of leading wildcards in
LIKE
clauses. - Optimize
JOIN
operations by using appropriate join types and indexed columns. - Only select the necessary columns in your queries.
- Regularly review and optimize your SQL queries.
- Use FusionReactor for continuous monitoring of SQL performance.