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https://dev.mysql.com/doc/heatwave/en/mys-hwaml-progress-tracking.html
mysql> CALL sys.ML_TRAIN('census_data.census_train', 'revenue', JSON_OBJECT('task', 'classification'), @census_model); While ML_TRAIN runs, use the second MySQL Client session and query the performance_schema.rpd_query_stats table, which stores data ... You can monitor the progress of MySQL HeatWave AutoML routines through Performance Schema queries made from a second MySQL Client ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-0-23-u1.html
Functionality Added or Changed String column encoding support was added for TEXT-type columns. The clauses are now supported at any location in a query that is permitted by MySQL. (WL #14455) The following temporal functions are now supported: ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-0-26.html
(WL #14614) The cost model that estimates MySQL HeatWave query runtimes can now use statistics from previously executed queries, which improves the accuracy of query runtime estimates. Advisor Auto Parallel Load Auto Scheduling Functionality Added ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-0-27-u2.html
(WL #14752) The rpd_query_stats table, which stores MySQL HeatWave query history (compilation and execution statistics), now stores data for the last 1000 executed queries. Functionality Added or Changed MySQL HeatWave now supports querying views.
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-1-0-u3.html
(WL #15494) Functionality Added or Changed Adaptive Query Execution dynamically adjusts the query execution plan based on runtime statistics to improve query execution time. MySQL HeatWave AutoML MySQL HeatWave Lakehouse Functionality Added or ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-9-5-0.html
This update enriches the feature space by extracting semantic features from logs using embedding models and combining them with existing statistical TF-IDF features, ultimately improving the accuracy and effectiveness of log anomaly detection. Note ...
https://dev.mysql.com/doc/heatwave-aws/en/ha-prerequisites.html
Prerequisites 12.2 Prerequisites Here are some prerequisites for creating a high availability DB System. A high availability DB System requires a high availability compatible configuration. All default MySQL configurations that are compatible with ...
https://dev.mysql.com/doc/heatwave-aws/en/heatwave-aws-autopilot-shape-advisor-sql.html
The schema also contains tables for the statistics used to calculate the predictions. Autopilot Shape Advisor with a MySQL Client 17.3.2 Autopilot Shape Advisor with a MySQL Client Auto Shape Prediction records predictions in the shape_predictions ...
https://dev.mysql.com/doc/heatwave-aws/en/heatwave-aws-heatwave-estimate-cluster-size.html
For example, a table estimate may not be available if statistics for VARLEN columns are unavailable. Estimating Cluster Memory Size with MySQL HeatWave Autopilot 4.1.1 Estimating Cluster Memory Size with MySQL HeatWave Autopilot This topic ...
https://dev.mysql.com/doc/heatwave-aws/en/heatwave-aws-mysql-enterprise-audit.html
You can add statistics for the time and size of the queries to detect outliers. MySQL Enterprise Audit 3.1.2.7 MySQL Enterprise Audit MySQL HeatWave on AWS supports the MySQL Enterprise Audit plugin for MySQL Server 8.1.0 and later. The audit ...