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https://dev.mysql.com/doc/extending-mysql/8.4/en/plugin-status-system-variables.html
The st_mysql_show_var structure has this definition: struct st_mysql_show_var { const char *name; char *value; enum enum_mysql_show_type type; }; The following table shows the permissible status variable type values and what the corresponding ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-anomaly-detection-logs.html
The input table can only have the following columns: The column containing the logs. 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 permitted, you must ... Anomaly detection for logs allows you to detect anomalies in log ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-explanations-ml-explain-row.html
The column names must match the feature column names in the trained table. mysql> CALL sys.ML_EXPLAIN ('table_name', 'target_column_name', model_handle, [options]); The following example runs the shap explainer. mysql> CALL ... ML_EXPLAIN_ROW ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-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/mysql-ai/9.5/en/mys-ai-aml-limitations.html
Memory Limitations The table used to train a model cannot exceed 10 GB, 100 million rows, or 1017 columns. Routine and Query Limitations ML_EXPLAIN_TABLE and ML_PREDICT_TABLE are compute intensive processes, with ML_EXPLAIN_TABLE being the most ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-model-handles.html
If you do not specify a model handle name, a model handle is automatically generated that is based on the database name, input table name, the user name training the table, and a unique numerical identifier. The following example queries the model ... When ML_TRAIN trains a model, you have the option to specify a name for the model, which is the model ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-model-viewing.html
To view the details for the models in your model catalog, query the MODEL_CATALOG table. Before You Begin Review the following: Create a Machine Learning Model The Model Catalog View Details for Your Models The following example queries model_id, ...View Model Explanations The ML_EXPLAIN routine generates model explanations and stores them in the model ...
https://dev.mysql.com/doc/mysql-ai/9.5/en/mys-ai-aml-onnx-import-overview.html
You cannot directly load models in ONNX format (.onnx) into a MySQL table. 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 input, and each ...The models require string serialization and conversion to Base64 encoding before you use the ML_MODEL_IMPORT ...
https://dev.mysql.com/doc/relnotes/mysql-shell/9.5/en/news-9-5-0.html
The error occurred on the invalidEngineForeignKey upgrade check if a table name contained non-letter characters such as hyphens. (Bug #38408207) When using anonymous arguments with the -- util copyTables command, the error message did not clearly ...
https://dev.mysql.com/doc/connectors/en/connector-j-connp-props-x-protocol-and-x-devapi.html
Default Value 10000 Since Version 8.0.13 xdevapi.connection-attributes An X DevAPI-specific comma-delimited list of user-defined "key=value" pairs, in addition to standard X Protocol-defined "key=value" pairs, to be passed to MySQL Server for ...If ...