mlflow/mlflow

[FR] Introduce shadow curves to line smoothness metrics plot

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#2,720 opened on 2020年4月16日

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area/trackingarea/uiuxenhancementhelp wantedpriority/backlog

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Describe the proposal

#2620 made improvements to the line smoothness functionality in the metrics plot view; we now display the smoothed value and the original value at each point on a given metrics plot curve. Unfortunately, we do not provide any visual reference for the original value; this makes it somewhat difficult to reason about the original value.

To provide visual guidance for the original value figure displayed in a smoothed metrics plot, I propose displaying a faded "shadow" curve with the original values in addition to the smoothed curve in the metrics plot view.

Motivation

As discussed above, the lack of any visual reference for the original metric value displayed at a point along a given smoothed metric curve makes it difficult to reason about how this value changes as a function of x.

Proposed Changes

We propose to introduce a UI-only change that adds a shadow curve to the metrics plot view as follows:

Before

79368483-5459f600-7f04-11ea-8054-cf0e49d2136b

After

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