[roll] Roll external/github.com/catapult-project/catapult chromeperf: Add quartiles and coefficient of variation to calc_stats. Quartiles will enable box plots charts to visualise how these distributions shift over time, and coefficient of variation helps us understand signal quality. This change also adds a simple optimisation of explicitly converting the samples list to a numpy array before calling the various scipy stats functions, so that scipy doesn't repeatedly do this expensive conversion implicitly. This matters more and more as we add more scipy calls in this pipeline. Original-Reviewed-on: https://chromium-review.googlesource.com/c/catapult/+/2851828 Original-Revision: 0cfa2c068604d31cc110728dde632ddaeeabfa97 GitOrigin-RevId: 959f3b4e3fcbc64c8fb5813ab86477f975d7e0ce Change-Id: Ieb1dba99fae8376921e9df253164049144b50e9a
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