Performance variability boxplot computation#11
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jarusified wants to merge 34 commits intollnl:developfrom
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Performance variability boxplot computation#11jarusified wants to merge 34 commits intollnl:developfrom
jarusified wants to merge 34 commits intollnl:developfrom
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…d column automatically
…mple files which can be re-added by with content. Modified cct to be built with webpack and loaded using new roundtrip.
…mance-variability-boxplot-computation
…mance-variability-boxplot-computation
…/github.com/jarusified/hatchet into performance-variability-boxplot-computation
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This PR implements a high-level API class, called
Boxplotto compute the performance variability of call sites. TheBoxplotAPI computes the quartiles, outliers, and several statistics from a GraphFrame. The results of the computation (indexed by callsites) are dumped as GraphFrames (as members (i.e.,self.gf). The API also exposesto_jsonmethod to dump the results in JSON, which can be used to visualize as boxplot vis in #394. The boxplot API takes the following arguments,multi_index_gf- Multi-indexed GraphFrame (required),drop_index- The index to drop in the ht.GraphFrame.dataframe to compute the variability (e.g.,rank,dataset) (optional).metrics- list of inclusive/exclusive metrics (optional) [default = inc_metrics + exc_metrics]