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https://dev.mysql.com/doc/x-devapi-userguide-shell-python/en/collection-indexing.html
The Collection.createIndex() method fails with an error if an index with the same name already exists or if the index definition is not correctly formed. Important For MySQL 8.0.16 and earlier, fields that are JSON arrays are not supported in the ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-lakehouse-incremental-load.html
mysql> CALL sys.HEATWAVE_LOAD(CAST(@input_list AS JSON), NULL); Review the SCHEMA CREATION, TABLE LOAD, and LOAD SUMMARY sections for any errors or warnings during the load, and to confirm the external table loaded successfully. | | | | Warning: ...
https://dev.mysql.com/doc/heatwave/en/mys-hw-lakehouse-loading-data-manually.html
Review any errors or warning messages before running the load command. Review errors and warnings during validation before proceeding to load the external table. After creating an external table manually and specifying the files to load into the ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-model-catalog-table.html
If an error occurs during training or you cancel the training operation, MySQL HeatWave AutoML records the error status in this column. It also records any error messages that occur during model training. The MODEL_CATALOG table ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-nl2ml.html
MySQL 9.4.0 introduces the NL2ML (natural language to machine learning) routine, which provides step-by-step guidelines on using MySQL HeatWave AutoML for a particular business problem. Use this routine to ask general questions about MySQL HeatWave ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-prepare-an-anomaly-detection-model.html
This topic describes how to prepare the data to use for two anomaly detection machine learning models: a semi-supervised anomaly detection model, and an unsupervised anomaly detection model for logs. To prepare the data for this use case, you set ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-training-a-recommendation-model.html
Values in this column must be in a STRING data type, otherwise an error is returned during training. Values in this column must be in a STRING data type, otherwise an error is returned during training. After preparing the data for a recommendation ...
https://dev.mysql.com/doc/heatwave/en/mys-hwaml-using-an-anomaly-detection-model.html
To generate predictions, use the sample data from the two anomaly detection datasets: credit_card_train and training_data. Both datasets have labeled and unlabeled rows, but only the dataset for semi-supervised learning uses this for training. The ...
https://dev.mysql.com/doc/heatwave/en/mys-hwgenai-ml-rag-table.html
fail_on_embedding_error: if set to true, stops the batch processing of input queries and throws an error in case an error is encountered for an input row. If set to false, allows the batch processing to partially fail for rows where errors are ...
https://dev.mysql.com/doc/relnotes/heatwave/en/news-8-3-0.html
Schema inference adjusts this schema to prevent possible errors during data loading. MySQL HeatWave Lakehouse Functionality Added or Changed MySQL HeatWave Lakehouse MySQL HeatWave Lakehouse extends Auto Parallel Load support for external tables ...