AI-ML on PromQL Query Data Set
Single Prometheus data stream can contain multi-variate time-series data. See the query example,
The query represents a multi-variate data set and is visualized by the line chart. There are 7 time-series data sets specified with the data key "instance". The group-by operator was used for displaying all 7 data sets.
The current Apica Data Fabric (ADF) AI-ML operator supports only one data set. To use the AI-ML on the data, the user needs to filter the data into one data set. The process can be done with the promQL select operator,
After filtering into just one data set, one can now use the AL-ML tool to process the dataset. Notice that the "group-by" operator CANNOT be used in the chart configuration.
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