javascript - 如何将层次结构数据数组转换为 D3-Tree-Region 的正确 JSON 格式

标签 javascript arrays json d3.js

我在将层次结构数据数组转换为正确的对象格式时遇到问题。

我试图转换这个:

[
    {"PARENT_ID": 0,"CHILD_ID": 1,"NAME": "Quality","LEVEL_A": 0},
    {"PARENT_ID": 1,"CHILD_ID": 2,"NAME": "Machine","LEVEL_A": 1},
    {"PARENT_ID": 1,"CHILD_ID": 3,"NAME": "Method","LEVEL_A": 1},
    {"PARENT_ID": 1,"CHILD_ID": 4,"NAME": "Material","LEVEL_A": 1},
    {"PARENT_ID": 1,"CHILD_ID": 5,"NAME": "Man Power","LEVEL_A": 1},
    {"PARENT_ID": 1,"CHILD_ID": 6,"NAME": "Measurement","LEVEL_A": 1},
    {"PARENT_ID": 1,"CHILD_ID": 7,"NAME": "Milieu","LEVEL_A": 1},
    {"PARENT_ID": 1,"CHILD_ID": 10,"NAME": "Metal Lathe","LEVEL_A": 1},
    {"PARENT_ID": 2,"CHILD_ID": 3,"NAME": "dasd","LEVEL_A": 2},
    {"PARENT_ID": 2,"CHILD_ID": 8,"NAME": "Mill","LEVEL_A": 2},
    {"PARENT_ID": 2,"CHILD_ID": 9,"NAME": "Mixer","LEVEL_A": 2},
    {"PARENT_ID": 4,"CHILD_ID": 11,"NAME": "Masonite","LEVEL_A": 2},
    {"PARENT_ID": 4,"CHILD_ID": 12,"NAME": "Meat","LEVEL_A": 2},
    {"PARENT_ID": 4,"CHILD_ID": 13,"NAME": "Marscapone","LEVEL_A": 2},
    {"PARENT_ID": 5,"CHILD_ID": 20,"NAME": "Manager","LEVEL_A": 2},
    {"PARENT_ID": 5,"CHILD_ID": 21,"NAME": "Magician","LEVEL_A": 2},
    {"PARENT_ID": 5,"CHILD_ID": 22,"NAME": "Magister","LEVEL_A": 2},
    {"PARENT_ID": 5,"CHILD_ID": 24,"NAME": "Massage Artist","LEVEL_A": 2},
    {"PARENT_ID": 6,"CHILD_ID": 25,"NAME": "Malleability","LEVEL_A": 2},
    {"PARENT_ID": 7,"CHILD_ID": 26,"NAME": "Marine","LEVEL_A": 2},
    {"PARENT_ID": 12,"CHILD_ID": 19,"NAME": "Mutton","LEVEL_A": 3},
    {"PARENT_ID": 13,"CHILD_ID": 14,"NAME": "Malty","LEVEL_A": 3},
    {"PARENT_ID": 13,"CHILD_ID": 15,"NAME": "Minty","LEVEL_A": 3},
    {"PARENT_ID": 14,"CHILD_ID": 17,"NAME": "Minty","LEVEL_A": 4},
    {"PARENT_ID": 17,"CHILD_ID": 16,"NAME": "spearMint","LEVEL_A": 5},
    {"PARENT_ID": 17,"CHILD_ID": 18,"NAME": "pepperMint","LEVEL_A": 5},
    {"PARENT_ID": 22,"CHILD_ID": 23,"NAME": "Malpractice","LEVEL_A": 3}
]

至:

{
        "PARENT_ID": 0,
        "CHILD_ID": 1,
        "NAME": "Quality",
        "LEVEL_A": 0,
        "children": [
            {
                "PARENT_ID": 1,
                "CHILD_ID": 2,
                "NAME": "Machine",
                "LEVEL_A": 1,
                "children": [
                    {
                        "PARENT_ID": 2,
                        "CHILD_ID": 3,
                        "NAME": "Banana",
                        "LEVEL_A": 2,
                        "children": []
                    },
                    {
                        "PARENT_ID": 2,
                        "CHILD_ID": 8,
                        "NAME": "Mill",
                        "LEVEL_A": 2,
                        "children": []
                    },
                    {
                        "PARENT_ID": 2,
                        "CHILD_ID": 9,
                        "NAME": "Mixer",
                        "LEVEL_A": 2,
                        "children": []
                    }
                ]
            },
            {
                "PARENT_ID": 1,
                "CHILD_ID": 3,
                "NAME": "Method",
                "LEVEL_A": 1,
                "children": []
            },
            {
                "PARENT_ID": 1,
                "CHILD_ID": 4,
                "NAME": "Material",
                "LEVEL_A": 1,
                "children": [
                    {
                        "PARENT_ID": 4,
                        "CHILD_ID": 11,
                        "NAME": "Masonite",
                        "LEVEL_A": 2,
                        "children": []
                    },
                    {
                        "PARENT_ID": 4,
                        "CHILD_ID": 12,
                        "NAME": "Meat",
                        "LEVEL_A": 2,
                        "children": [
                            {
                                "PARENT_ID": 12,
                                "CHILD_ID": 19,
                                "NAME": "Mutton",
                                "LEVEL_A": 3,
                                "children": []
                            }
                        ]
                    },
                    {
                        "PARENT_ID": 4,
                        "CHILD_ID": 13,
                        "NAME": "Marscapone",
                        "LEVEL_A": 2,
                        "children": [
                            {
                                "PARENT_ID": 13,
                                "CHILD_ID": 14,
                                "NAME": "Malty",
                                "LEVEL_A": 3,
                                "children": [
                                    {
                                        "PARENT_ID": 14,
                                        "CHILD_ID": 17,
                                        "NAME": "Minty",
                                        "LEVEL_A": 4,
                                        "children": [
                                            {
                                                "PARENT_ID": 17,
                                                "CHILD_ID": 16,
                                                "NAME": "spearMint",
                                                "LEVEL_A": 5,
                                                "children": []
                                            },
                                            {
                                                "PARENT_ID": 17,
                                                "CHILD_ID": 18,
                                                "NAME": "pepperMint",
                                                "LEVEL_A": 5,
                                                "children": []
                                            }
                                        ]
                                    }
                                ]
                            },
                            {
                                "PARENT_ID": 13,
                                "CHILD_ID": 15,
                                "NAME": "Minty",
                                "LEVEL_A": 3,
                                "children": []
                            }
                        ]
                    }
                ]
            },
            {
                "PARENT_ID": 1,
                "CHILD_ID": 5,
                "NAME": "Man Power",
                "LEVEL_A": 1,
                "children": [
                    {
                        "PARENT_ID": 5,
                        "CHILD_ID": 20,
                        "NAME": "Manager",
                        "LEVEL_A": 2,
                        "children": []
                    },
                    {
                        "PARENT_ID": 5,
                        "CHILD_ID": 21,
                        "NAME": "Magician",
                        "LEVEL_A": 2,
                        "children": []
                    },
                    {
                        "PARENT_ID": 5,
                        "CHILD_ID": 22,
                        "NAME": "Magister",
                        "LEVEL_A": 2,
                        "children": [
                            {
                                "PARENT_ID": 22,
                                "CHILD_ID": 23,
                                "NAME": "Malpractice",
                                "LEVEL_A": 3,
                                "children": []
                            }
                        ]
                    },
                    {
                        "PARENT_ID": 5,
                        "CHILD_ID": 24,
                        "NAME": "Massage Artist",
                        "LEVEL_A": 2,
                        "children": []
                    }
                ]
            },
            {
                "PARENT_ID": 1,
                "CHILD_ID": 6,
                "NAME": "Measurement",
                "LEVEL_A": 1,
                "children": [
                    {
                        "PARENT_ID": 6,
                        "CHILD_ID": 25,
                        "NAME": "Malleability",
                        "LEVEL_A": 2,
                        "children": []
                    }
                ]
            },
            {
                "PARENT_ID": 1,
                "CHILD_ID": 7,
                "NAME": "Milieu",
                "LEVEL_A": 1,
                "children": [
                    {
                        "PARENT_ID": 7,
                        "CHILD_ID": 26,
                        "NAME": "Marine",
                        "LEVEL_A": 2,
                        "children": []
                    }
                ]
            },
            {
                "PARENT_ID": 1,
                "CHILD_ID": 10,
                "NAME": "Metal Lathe",
                "LEVEL_A": 1,
                "children": []
            }
        ]
    }

但我不知道如何让它发挥作用。我在这个Post中找到了一个代码,但我不知道如何将其应用到我的用例中。

谁能帮我解决这个问题吗?

如果您有任何建议,我将非常感激!

亲切的问候 杰戈尔

最佳答案

D3 有 function called d3.stratify它的设计正是为了将表格数据操作为您需要使用 D3 生成树的树结构。因此,您应该能够执行如下操作:

let stratified = d3
  .stratify()
  .id((d) => d.CHILD_ID)
  .parentId((d) => d.PARENT_ID)(data);

但请注意,根节点不应有父节点。考虑到这一点,它正在发挥作用:

data = [
  { PARENT_ID: null, CHILD_ID: 1, NAME: "Quality", LEVEL_A: 0 },
  { PARENT_ID: 1, CHILD_ID: 2, NAME: "Machine", LEVEL_A: 1 },
  { PARENT_ID: 1, CHILD_ID: 3, NAME: "Method", LEVEL_A: 1 },
  { PARENT_ID: 1, CHILD_ID: 4, NAME: "Material", LEVEL_A: 1 },
  { PARENT_ID: 1, CHILD_ID: 5, NAME: "Man Power", LEVEL_A: 1 },
  { PARENT_ID: 1, CHILD_ID: 6, NAME: "Measurement", LEVEL_A: 1 },
  { PARENT_ID: 1, CHILD_ID: 7, NAME: "Milieu", LEVEL_A: 1 },
  { PARENT_ID: 1, CHILD_ID: 10, NAME: "Metal Lathe", LEVEL_A: 1 },
  { PARENT_ID: 2, CHILD_ID: 3, NAME: "dasd", LEVEL_A: 2 },
  { PARENT_ID: 2, CHILD_ID: 8, NAME: "Mill", LEVEL_A: 2 },
  { PARENT_ID: 2, CHILD_ID: 9, NAME: "Mixer", LEVEL_A: 2 },
  { PARENT_ID: 4, CHILD_ID: 11, NAME: "Masonite", LEVEL_A: 2 },
  { PARENT_ID: 4, CHILD_ID: 12, NAME: "Meat", LEVEL_A: 2 },
  { PARENT_ID: 4, CHILD_ID: 13, NAME: "Marscapone", LEVEL_A: 2 },
  { PARENT_ID: 5, CHILD_ID: 20, NAME: "Manager", LEVEL_A: 2 },
  { PARENT_ID: 5, CHILD_ID: 21, NAME: "Magician", LEVEL_A: 2 },
  { PARENT_ID: 5, CHILD_ID: 22, NAME: "Magister", LEVEL_A: 2 },
  { PARENT_ID: 5, CHILD_ID: 24, NAME: "Massage Artist", LEVEL_A: 2 },
  { PARENT_ID: 6, CHILD_ID: 25, NAME: "Malleability", LEVEL_A: 2 },
  { PARENT_ID: 7, CHILD_ID: 26, NAME: "Marine", LEVEL_A: 2 },
  { PARENT_ID: 12, CHILD_ID: 19, NAME: "Mutton", LEVEL_A: 3 },
  { PARENT_ID: 13, CHILD_ID: 14, NAME: "Malty", LEVEL_A: 3 },
  { PARENT_ID: 13, CHILD_ID: 15, NAME: "Minty", LEVEL_A: 3 },
  { PARENT_ID: 14, CHILD_ID: 17, NAME: "Minty", LEVEL_A: 4 },
  { PARENT_ID: 17, CHILD_ID: 16, NAME: "spearMint", LEVEL_A: 5 },
  { PARENT_ID: 17, CHILD_ID: 18, NAME: "pepperMint", LEVEL_A: 5 },
  { PARENT_ID: 22, CHILD_ID: 23, NAME: "Malpractice", LEVEL_A: 3 }
];

let stratified = d3
  .stratify()
  .id((d) => d.CHILD_ID)
  .parentId((d) => d.PARENT_ID)(data);
  
  
d3.select('#viz')
  .append(() => graph(d3.hierarchy(stratified), {
  label: (d) => d.data.data.NAME}))
  
  

// Modified only slightly from
// https://observablehq.com/@d3/d3-hierarchy
function graph(
  root,
  { label = (d) => d.data.id, highlight = () => false, marginLeft = 40 } = {}
) {
  let dx = 12;
  let dy = 120;
  let width = 600;
  let tree = d3
    .tree()
    .separation(() => 3)
    .nodeSize([dx, dy]);
  let treeLink = d3
    .linkHorizontal()
    .x((d) => d.y)
    .y((d) => d.x);
  root = tree(root);

  let x0 = Infinity;
  let x1 = -x0;
  root.each((d) => {
    if (d.x > x1) x1 = d.x;
    if (d.x < x0) x0 = d.x;
  });

  const svg = d3
    .create("svg")
    .attr("viewBox", [0, 0, width, x1 - x0 + dx * 2])
    .style("overflow", "visible");

  const g = svg
    .append("g")
    .attr("font-family", "sans-serif")
    .attr("font-size", 10)
    .attr("transform", `translate(${marginLeft},${dx - x0})`);

  const link = g
    .append("g")
    .attr("fill", "none")
    .attr("stroke", "#555")
    .attr("stroke-opacity", 0.4)
    .attr("stroke-width", 1.5)
    .selectAll("path")
    .data(root.links())
    .join("path")
    .attr("stroke", (d) =>
      highlight(d.source) && highlight(d.target) ? "red" : null
    )
    .attr("stroke-opacity", (d) =>
      highlight(d.source) && highlight(d.target) ? 1 : null
    )
    .attr("d", treeLink);

  const node = g
    .append("g")
    .attr("stroke-linejoin", "round")
    .attr("stroke-width", 3)
    .selectAll("g")
    .data(root.descendants())
    .join("g")
    .attr("transform", (d) => `translate(${d.y},${d.x})`);

  node
    .append("circle")
    .attr("fill", (d) => (highlight(d) ? "red" : d.children ? "#555" : "#999"))
    .attr("r", 2.5);

  node
    .append("text")
    .attr("fill", (d) => (highlight(d) ? "red" : null))
    .attr("stroke", "white")
    .attr("paint-order", "stroke")
    .attr("dy", "0.31em")
    .attr("x", (d) => (d.children ? -6 : 6))
    .attr("text-anchor", (d) => (d.children ? "end" : "start"))
    .text(label);

  return svg.node();
}
<script src="https://d3js.org/d3.v7.min.js"></script>
<div id="viz"></div>

关于javascript - 如何将层次结构数据数组转换为 D3-Tree-Region 的正确 JSON 格式,我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/76682829/

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