Adds violin plot functionality along with testing #141
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…ng calculated values into separate columns (LLNL#103) * Changed percentiles.py to take in custom values, and split calulated values into seperate columns * Updated doc string for function * Updated percentile.py to pass black and flake8 * Updating percentile unit testing * Updated formatting for unit testing * code cleanup * percentiles: add test for percentiles=None --------- Co-authored-by: Stephanie Brink <brink2@llnl.gov>
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slabasan
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Created two functions in order to plot violin plots.
The first function is designed to take in a singular thicket object, and plot user defined nodes and columns. The x-axis would be each node, and the y-axis would be the column metric specified by the user
The second function is designed to take in more than one thicket object, were we plot a node for each thicket, and the y-axis would be the data for each node. There are a few key things that are enforced. First, all thickets passed in needs to have the same columnar index level. Each thicket only gets one node to plot.
Both functions support custom percentile lines that would be user defined, as well as line styles and line colors.