plotly / plotly/plotly.py

Weird Sankey cycles when nodes are positionned and not ordered by increasing x values

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bug P3
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Python
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描述

I had some strange looking arrows in a Sankey (Plotly v 5.5.0), involving loops. The exact same problem was raised here. After trying different things, I found out the problem occured only when using node positions, and if the nodes in a given loop are not ordered by ascending 'x' position. You may give it a try with this very basic example:

import plotly.graph_objects as go
fig = go.Figure(go.Sankey(
    node = {"label": ["First node", "Last node"],
        "x": [0.6, 0.2],
        "y": [0.2, 0.6]},
    link = {
        "source": [0, 1],
        "target": [1, 0],
        "value":  [1, 1]
}))
fig.show()

And then replacing the "x" line by:
"x": [0.2, 0.6],
This looks like a bug, which should be fixed ideally. In the meantime, I strive to first order my nodes by ascending X position, which is rather tedious, since I already have to remove nodes without links (or 0 value links) as explained in other open issues. This involves quite a bit of pre-processing unfortunately.

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从这里开始

  1. 先读完整个 Issue,再读项目的贡献指南。
  2. 在 Issue 下留言说明你要接手 —— 这能避免两个人做同样的事。
  3. Fork 仓库,在一个分支上完成修改。
  4. 提交 Pull Request,并在描述里引用这个 Issue 编号。

调研方向

从 issue 中的最小 Python Sankey 示例开始,比较两种节点 x 顺序。跟踪 Sankey 渲染路径,以确定为什么反向位置会生成损坏的循环箭头;完成的标准是两种顺序都能正确渲染该循环,而不要求调用方重新排列节点。

由索引模型根据 Issue 内容生成。

评估

技术栈
python
领域
data-visualization
Issue 类型
缺陷
难度
3/5
预计耗时
1-2 天
活跃度
停滞
描述清晰度
基本清楚
新手友好度
45/100

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