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https://dev.mysql.com/doc/heatwave/en/mys-hw-limitations.html
If a particular data type, function, operator, or SQL mode does not appear in those tables and lists, it should be considered unsupported. This section lists functionality that is not supported by MySQL HeatWave. It is not an exhaustive list with ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-metadata-queries-memory-usage.html
To view the memory usage for each MySQL HeatWave node: mysql> SELECT ID, MEMORY_USAGE, MEMORY_TOTAL, BASEREL_MEMORY_USAGE FROM performance_schema.rpd_nodes; +----+--------------+--------------+----------------------+ | ID | MEMORY_USAGE | ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-metadata-queries-node-status.html
To view the status of each MySQL HeatWave node: mysql> SELECT ID, STATUS FROM performance_schema.rpd_nodes; +----+---------------+ | ID | STATUS | +----+---------------+ | 0 | AVAIL_RNSTATE | | 1 | AVAIL_RNSTATE | +----+---------------+ For column ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-sql-modes.html
Default DB System SQL modes are supported, which include ONLY_FULL_GROUP_BY, STRICT_TRANS_TABLES, NO_ZERO_IN_DATE, NO_ZERO_DATE, ERROR_FOR_DIVISION_BY_ZERO, and NO_ENGINE_SUBSTITUTION. What's Next Learn how to perform the following tasks: Run ...In ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-ease-of-use.html
For example, the following call to the ML_PREDICT_TABLE routine generates predictions for a table of input data: CALL sys.ML_PREDICT_TABLE('heatwaveml_bench.census_test', @census_model, 'heatwaveml_bench.census_predictions', NULL); All MySQL ...With ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-explainers.html
mysql> CALL sys.ML_EXPLAIN ('table_name', 'target_column_name', model_handle, [options]); The following example generates a model explanation on the trained and loaded model with the shap model explainer. mysql> CALL ... After the ML_TRAIN routine, ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-onnx-metadata.html
To learn more about model metadata in the model catalog, see Model Metadata. ONNX Inputs Info Use the data_types_map to map the data type of each column to an ONNX model data type. For example, to convert inputs of the type tensor(float) to ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-scoring-a-forecasting-model.html
However, the target column needs to be in the table to generate a valid score value. mysql> CALL sys.ML_SCORE(table_name, target_column_name, model_handle, metric, score, [options]); Replace table_name, target_column_name, model_handle, metric, ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-using-a-recommendation-model.html
Before You Begin Complete the following tasks: Prepare Data for a Recommendation Model Train a Recommendation Model Options for Generating Predictions The options for ML_PREDICT_ROW and ML_PREDICT_TABLE include the following: topk: The number of ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-0-24.html
SELECT statements where the SELECT query is offloaded to MySQL HeatWave and the result set is inserted into a table on the MySQL Database Service instance. Functionality Added or Changed Comparison of different temporal type values is now supported. For example, a query that compares DATE values to TIMESTAMP values can now be offloaded to MySQL ...