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https://dev.mysql.com/doc/heatwave/en/mys-hw-data-scanned.html
Base relation data depends on the table schema, number of rows in each table, and DML operations on a MySQL table. Features like Auto Zonemap and MySQL table partitions also impact the base relation data scanned by a query. MySQL HeatWave tracks ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-metadata-queries-change-propagation.html
As of MySQL 9.2.1, TRANSACTIONAL indicates that change propagation is enabled for the table. In previous versions of MySQL, RAPID_LOAD_POOL_TRANSACTIONAL indicates that change propagation is enabled for the table.
https://dev.mysql.com/doc/heatwave/en/mys-hw-metadata-queries-query-history.html
The rpd_query_stats table stores query compilation and execution statistics (the query history) for the last 1000 successfully executed queries. To view the MySQL HeatWave query history including query start time, end time, and wait time in the ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-string-functions-operators.html
With the exception of the FORMAT() function, string functions and operators described in the following table are supported with variable-length encoded columns. FIELD() Index (position) of first argument in subsequent arguments FIND_IN_SET() Index ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-anomaly-detection-logs.html
The input table can only have the following columns: The column containing the logs. As of MySQL 9.4.1, at least one column must act as the primary key to establish the temporal order of logs. If the input table has additional columns to the ones ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-explanations.html
Prediction explanations are generated by running ML_EXPLAIN_ROW or ML_EXPLAIN_TABLE on unlabeled data. You can train the following prediction explainers: The Permutation Importance prediction explainer, specified as permutation_importance, is the ...The data must have the same feature columns as the data used to train the ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-ml-explain.html
To run ML_EXPLAIN_ROW and ML_EXPLAIN_TABLE with a different explainer, you must first run ML_EXPLAIN with the same explainer. Required ML_EXPLAIN Parameters Set the following required parameters: table_name: You must define the table that you ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-onnx-import-overview.html
You cannot directly load models in ONNX format (.onnx) into a MySQL table. MySQL HeatWave AutoML supports the following ONNX model types: An ONNX model that has only one input, and it is the entire MySQL table. An ONNX model that has more than one ...The models require string serialization and conversion to Base64 encoding before you use the ML_MODEL_IMPORT ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-9-0-1-u1.html
(WL #16399) The MySQL HeatWave GenAI ML_RAG routine now includes new filtering options, exclude_vector_store and exclude_document_name, which let you exclude specific vector store tables or documents from context retrieval. (WL #16401) You can now ... MySQL HeatWave AutoML MySQL HeatWave GenAI MySQL HeatWave Lakehouse MySQL HeatWave MySQL HeatWave AutoML MySQL HeatWave AutoML now supports semi-supervised learning for anomaly ...
https://dev.mysql.com/doc/heatwave-aws/en/heatwave-aws-exporting-data.html
You can dump all schemas in the instance, a selected schema, or selected tables and views. util.dumpTables(schema, tables, outputUrl[, options]): MySQL table export utility that exports selected tables of a schema to an Amazon S3 bucket, Object ...