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https://dev.mysql.com/doc/heatwave/en/mys-hw-supported-cloud-platforms.html
On each platform, MySQL HeatWave supports one or more regions where user accounts are provisioned. This means that all the layers and components of MySQL HeatWave are deployed and fully managed on selected cloud platforms. MySQL HeatWave also ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-workload-optimization-olap.html
To run Advisor for OLAP workloads, the MySQL HeatWave Cluster must be active, and the user must have the following MySQL privileges: The PROCESS privilege. Workload optimization for online analytical processing, OLAP, includes using dictionary ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-explainers.html
mysql> SELECT column FROM ML_SCHEMA_user1.MODEL_CATALOG WHERE model_handle=model_handle; The following example retrieves the model explainer column from the model catalog of the previously trained model. After the ML_TRAIN routine, use the ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-ml-model-unload.html
Use ML_MODEL_ACTIVE to check which models are active and owned by the user. mysql> CALL sys.ML_MODEL_UNLOAD('ml_data.iris_train_user1_1636729526'); An example that specifies a session variable containing the model handle. As of MySQL 9.0.0, ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-onnx-metadata.html
For example, to convert inputs of the type tensor(float) to float64: data_types_map = {"tensor(float)": "float64"} MySQL HeatWave AutoML first checks the user data_types_map, and then the default data_types_map to check if the data type exists. To ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-regression-score.html
For the option to set the user name, you can set it to NULL. After generating predictions and explanations, you can score the model to assess its reliability. For a list of scoring metrics you can use with regression models, see Regression Metrics.
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-0-33-u3.html
With this feature, users can now analyze data in both MySQL InnoDB and an object store using familiar SQL syntax in the same query. MySQL HeatWave Lakehouse MySQL HeatWave expands to include MySQL HeatWave Lakehouse, letting organizations process ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-2-0-u1.html
This is similar to COUNT(DISTINCT), but faster and with user defined precision. MySQL HeatWave Lakehouse Functionality Added or Changed MySQL HeatWave Lakehouse MySQL HeatWave Lakehouse now uses Auto Parallel Load to load Avro files. (WL #15778) ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-3-0-u2.html
This is similar to COUNT(DISTINCT), but faster and with user defined precision. MySQL HeatWave AutoML MySQL HeatWave Lakehouse Functionality Added or Changed MySQL HeatWave AutoML MySQL HeatWave AutoML adds prediction intervals to the forecasting ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-9-0-0.html
This provides a fast, end-to-end, fully integrated pipeline which automates the vector store creation: Reading unstructured data in PDF, HTML, TXT, PPT or DOCX format from object store. It also introduces an out-of-the-box chatbot – MySQL HeatWave ... MySQL HeatWave AutoML MySQL HeatWave Autopilot MySQL HeatWave GenAI MySQL HeatWave Lakehouse MySQL HeatWave Functionality Added or Changed MySQL HeatWave AutoML MySQL HeatWave AutoML has increased the maximum model size from ...