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2023-01-04Refactor ML code and add support for multiple KMeans models (#14198)vkalintiris
* Add profile.plugin Creates the specified number of charts/dimensions, and supports backfilling with pseudo-historical data. * Bump * Remove wrongly merged line. * Use the number of models specified from the config section. * Add option to consult all ML models. * Remove profiling option consuming all models. * Add underscore after chart name prefix. * prediction -> dimensions chart * reorder funcs * Split charts across types with correct priority * Ignore training request when chart is under replication. * Track global number of models consulted. * Cleanup config. * initial readme updates * fix readme * readme * Fix function definition when ML is disabled. * Add dummy ml_chart_update_{begin,end} * Remove profile_plugin * Define chart priorities under collectors/all.h * s/curr_t/current_time/ * Use libnetdata's lock/thread wrappers. * Fix autotools & cmake builds. * Delete ML dimensions & charts. * Let users of buffer preprocessing to handle memory. * Add separate API calls to start/stop ML threads. Co-authored-by: Andrew Maguire <andrewm4894@gmail.com>
2022-12-22Revert "Refactor ML code and add support for multiple KMeans models. … ↵vkalintiris
(#14172)
2022-12-21Refactor ML code and add support for multiple KMeans models. (#14065)vkalintiris
* Add profile.plugin Creates the specified number of charts/dimensions, and supports backfilling with pseudo-historical data. * Bump * Remove wrongly merged line. * Use the number of models specified from the config section. * Add option to consult all ML models. * Remove profiling option consuming all models. * Add underscore after chart name prefix. * prediction -> dimensions chart * reorder funcs * Split charts across types with correct priority * Ignore training request when chart is under replication. * Track global number of models consulted. * Cleanup config. * initial readme updates * fix readme * readme * Fix function definition when ML is disabled. * Add dummy ml_chart_update_{begin,end} * Remove profile_plugin * Define chart priorities under collectors/all.h * s/curr_t/current_time/ Co-authored-by: Andrew Maguire <andrewm4894@gmail.com>