Presto QUERY_CANCELED

The query was canceled before completion.

Resolving QUERY_CANCELED in Presto

Understanding Presto

Presto is an open-source distributed SQL query engine designed for running interactive analytic queries against data sources of all sizes. Developed by Facebook, Presto is optimized for low-latency and high-throughput data processing, making it ideal for big data analytics. It allows users to query data where it lives, including Hive, Cassandra, relational databases, or even proprietary data stores.

Identifying the Symptom

When using Presto, you might encounter the QUERY_CANCELED error. This error indicates that a query was canceled before it could complete. Users typically observe this issue when a query unexpectedly stops running, and the system returns a message indicating the cancellation.

Common Observations

  • Queries that run for an extended period and then terminate abruptly.
  • Error messages in the Presto UI or logs stating QUERY_CANCELED.

Exploring the Issue

The QUERY_CANCELED error in Presto can occur due to various reasons, such as manual cancellation by a user, timeout settings, or resource constraints. Understanding the root cause is crucial for resolving the issue effectively.

Potential Causes

  • Manual Cancellation: A user might have manually canceled the query.
  • Timeouts: Presto has timeout settings that might automatically cancel long-running queries.
  • Resource Constraints: Insufficient resources or competing workloads can lead to query cancellations.

Steps to Fix the Issue

To address the QUERY_CANCELED error, follow these steps:

1. Check for Manual Cancellation

Verify if the query was manually canceled by a user. This can be done by checking the query history in the Presto UI or logs. If manual cancellation is confirmed, communicate with the user to understand the reason.

2. Review Timeout Settings

Presto has several timeout configurations that might affect query execution:

  • query.max-run-time: The maximum time a query is allowed to run.
  • query.max-execution-time: The maximum time a query is allowed to execute.

Adjust these settings in the config.properties file if necessary. For more details, refer to the Presto Deployment Documentation.

3. Monitor Resource Usage

Ensure that your Presto cluster has sufficient resources to handle the workload. Use monitoring tools to track CPU, memory, and network usage. Consider scaling your cluster if resource constraints are identified.

4. Retry the Query

If the issue persists after addressing the above points, attempt to rerun the query. Ensure that the query is optimized for performance to avoid unnecessary resource consumption.

Conclusion

By understanding the potential causes of the QUERY_CANCELED error and following the outlined steps, you can effectively troubleshoot and resolve this issue in Presto. For further assistance, consider visiting the Presto Community for support and resources.

Never debug

Presto

manually again

Let Dr. Droid create custom investigation plans for your infrastructure.

Book Demo
Automate Debugging for
Presto
See how Dr. Droid creates investigation plans for your infrastructure.
Book Demo

MORE ISSUES

Presto Encountering the UNSUPPORTED_VIEW error when attempting to perform certain view operations in Presto.
The view operation being attempted is not supported by Presto.
Presto INVALID_UNION error encountered during query execution.
The UNION operation in the query is invalid.
Presto The DISTINCT clause in the query is invalid.
The DISTINCT clause is incorrectly used in the SQL query.
Presto MISSING_DRIVER
A required database driver is missing.
Presto Encountering UNSUPPORTED_PARTITIONING error in Presto.
The partitioning method used is not supported by Presto.
Presto INVALID_WINDOW_FUNCTION
The window function used in the query is invalid.
Presto MISSING_PRIVILEGES error encountered when executing a query.
The user lacks necessary privileges for the operation.
Presto INVALID_HAVING
The HAVING clause in the query is invalid.
Presto Encountering UNSUPPORTED_TRANSACTION error in Presto.
The transaction operation is not supported by Presto.
Presto INVALID_LIMIT error encountered when executing a query with a LIMIT clause.
The LIMIT clause in the query is invalid.
Presto INVALID_ORDER_BY error encountered when executing a query.
The ORDER BY clause in the query is invalid.
Presto Missing configuration settings leading to errors during Presto startup or execution.
A required configuration setting is missing.
Presto Query performance is suboptimal or slow.
A required index is missing for query optimization.
Presto The GROUP BY clause in the query is invalid.
The GROUP BY clause in the query is invalid.
Presto Encountering the UNSUPPORTED_SQL_FEATURE error when executing a query in Presto.
The SQL feature used is not supported by Presto.
Presto INVALID_SUBQUERY error encountered when executing a query.
The subquery used in the query is invalid.
Presto INVALID_TABLE_ALIAS error encountered when executing a query.
The table alias used in the query is invalid.
Presto Encountering the error code UNSUPPORTED_JOIN_TYPE when executing a query.
The join type used in the query is not supported by Presto.
Presto Encountering UNSUPPORTED_CHARACTER_SET error in Presto.
The character set used is not supported by Presto.
Presto INVALID_AGGREGATION error encountered during query execution.
An invalid aggregation function or operation was used.
Presto MISSING_FUNCTION error encountered in Presto query execution.
A required function is missing from the query.
Presto QUERY_TIMEOUT
The query execution exceeded the allowed time limit.
Presto INVALID_DATE_FORMAT
The date format used in the query is invalid.
Presto MISSING_DEPENDENCY
A required dependency is missing for query execution.
Presto QUERY_TOO_LARGE
The query is too large to be processed.
Presto INVALID_JOIN_CONDITION
The join condition in the query is invalid.
Presto QUERY_CANCELED
The query was canceled before completion.
Presto Connection to the Presto server times out.
The connection to the Presto server timed out due to network issues or server unavailability.
Presto Encountering the UNSUPPORTED_DATA_TYPE error in Presto.
The data type used is not supported by Presto.
Presto INVALID_SCHEMA error encountered when querying a database.
The specified schema does not exist.
Presto Encountering an error message indicating an unrecognized function in Presto.
The function used in the query is not recognized by Presto.
Presto DATA_TYPE_MISMATCH
There is a mismatch in data types in the query.
Presto INVALID_QUERY_ID error encountered when executing a query.
The query ID provided is invalid or does not exist.
Presto TOO_MANY_REQUESTS error encountered when sending requests to the Presto server.
Too many requests were sent to the Presto server in a short time.
Presto MISSING_PARTITION
A required partition is missing from the table.
Presto DISK_SPACE_EXCEEDED
The query requires more disk space than available.
Presto INVALID_SESSION error encountered when executing queries.
The session is invalid or has expired.
Presto Encountering the UNSUPPORTED_OPERATION error in Presto.
The operation attempted is not supported by Presto.
Presto A network failure occurred during query execution.
Network instability or configuration issues.
Presto NULL_POINTER_EXCEPTION
An operation was attempted on a null value.
Presto INVALID_CAST error encountered during query execution.
An invalid type cast was attempted.
Presto PERMISSION_DENIED error encountered when executing a query.
The user does not have permission to perform the operation.
Presto Authentication to the Presto server failed.
Incorrect credentials or authentication method.
Presto INSUFFICIENT_RESOURCES
There are not enough resources to execute the query.
Presto COLUMN_NOT_FOUND error encountered when querying a table.
The specified column does not exist in the table.
Presto QUERY_EXCEEDED_MEMORY_LIMIT
The query exceeded the memory limit allocated for execution.
Presto TABLE_NOT_FOUND error when querying a table in Presto.
The specified table does not exist in the database.
Presto SYNTAX_ERROR
The SQL query contains a syntax error.
Presto DIVISION_BY_ZERO error encountered during query execution.
An attempt to divide a number by zero.
Presto INVALID_FUNCTION_ARGUMENT error encountered when executing a query.
An invalid argument was passed to a function.

Backed by

Platform

AI OpsAlert Grouping & De-DuplicationPlayBooksKubernetes Bot

Resources

DocumentationFun For DevsBlog

Contact

Contact UsAbout UsCareersTerms and ConditionsPrivacy PolicyShipping & and Delivery PolicyCancellation & Refund Policy

Connect

Slack CommunityGithubLinkedInX (Twitter)
Made with ❤️ in Bangalore & San Francisco 🏢

Doctor Droid