performance-test/src/views/performance/components/chartsCom/powerMarkers2DCharts.vue

<!--
 * @Author: your name
 * @Date: 2024-09-11 14:32:12
 * @LastEditTime: 2025-07-15 16:45:59
 * @LastEditors: bogon
 * @Description: In User Settings Edit
 * @FilePath: /performance-test/src/views/performance/components/chartsCom/powerMarkers2DCharts.vue
-->
<!-- <h1>逐月有功功率散点2D分析</h1> 
 <h1>偏航控制策略异常检测 2D</h1>  目前没找到这个分析模型-->
<template>
  <div style="min-height: 700px">
    <!-- 2D散点图 -->
    <template>
      <div style="display: flex; align-items: center; margin-top: 20px">
        <div style="margin-right: 20px; display: flex; align-items: center">
          <el-select
            size="small"
            v-model="color1"
            @change="updateChartColor"
            placeholder="选择配色方案"
            style="width: 200px"
          >
            <el-option
              v-for="(scheme, index) in colorSchemes"
              :key="index"
              :label="scheme.label"
              :value="scheme.colors"
            >
              <span
                v-for="color in scheme.colors.slice(0, 8)"
                :style="{
                  background: color,
                  width: '20px',
                  height: '20px',
                  display: 'inline-block',
                }"
              ></span>
            </el-option>
          </el-select>
        </div>
        <!-- 点大小控制 -->
        <div style="display: flex; align-items: center">
          <!-- <span style="margin-right: 10px">点大小</span> -->
          <el-slider
            v-model="pointSize"
            :min="1"
            :max="15"
            :step="1"
            label="点的大小"
            show-stops
            style="width: 150px"
            @change="updateChartColor"
          ></el-slider>
        </div>
      </div>

      <div
        v-loading="loading"
        :ref="`plotlyChart-${index}`"
        style="height: 600px"
      >
        <el-empty v-if="isError" description="请求失败"></el-empty>
      </div>
    </template>
  </div>
</template>

<script>
import Plotly from "plotly.js-dist";
import axios from "axios";
import { myMixin } from "@/mixins/chartRequestMixin";
import { colorSchemes } from "@/views/overview/js/colors";
import { mapState } from "vuex";
export default {
  mixins: [myMixin],
  props: {
    fileAddr: {
      default: "",
      type: String,
    },
    index: {
      type: String,
    },
    setUpImgData: {
      default: () => [],
      type: Array,
    },
  },
  data() {
    return {
      pointSize: 5, // 默认点大小
      chartData: {},
      chartType: "scatter", // 默认显示散点图
      color1: colorSchemes[0].colors, // 默认颜色
      selectedPoints: [],
      originalColors: [],
      originalSizes: [],
      // 配色方案列表（每个方案是一个颜色数组）
      colorSchemes: [...colorSchemes],
    };
  },
  computed: {
    ...mapState("themes", {
      themeColor: "themeColor",
    }),
  },
  watch: {
    themeColor: {
      handler(newval) {
        if (newval.length === 0) {
          this.color1 = this.colorSchemes[0].colors;
        } else {
          this.color1 = newval;
        }
        this.updateChartColor();
      },
      deep: true,
    },
    setUpImgData: {
      handler(newType) {
        this.drawChart();
      },
      deep: true,
    },
  },
  async mounted() {
    this.$nextTick(() => {
      this.getData();
      // if (this.themeColor.length === 0) {
      this.color1 = this.colorSchemes[0].colors;
      // } else {
      //   this.color1 = this.themeColor;
      // }
    });
  },
  methods: {
    // 根据配色方案设置每个选项的样式
    getOptionStyle(scheme) {
      return {
        background: `linear-gradient(to right, ${scheme
          .slice(0, 8)
          .join(", ")})`,
        color: "#fff",
        height: "30px",
        lineHeight: "30px",
        borderRadius: "0px",
      };
    },
    async getData() {
      if (this.fileAddr !== "") {
        try {
          this.loading = true;
          this.cancelToken = axios.CancelToken.source();

          const resultChartsData = await axios.get(this.fileAddr, {
            cancelToken: this.cancelToken.token,
          });
          this.chartData = resultChartsData.data;
          this.drawChart();
          this.isError = false;
          this.loading = false;
        } catch (error) {
          this.isError = true;
          this.loading = false;
        }
      }
    },
    drawChart() {
      // 提取散点数据和线数据
      const data =
        this.chartData.data &&
        this.chartData.data.filter(
          (item) => item.enginName !== "合同功率曲线"
        )[0]; // 点数据

      const lineData =
        this.chartData.data &&
        this.chartData.data.filter(
          (item) => item.enginName === "合同功率曲线"
        )[0]; // 线数据

      // 提取唯一时间标签，并计算 tickvals 和 ticktext
      const uniqueTimeLabels = data.colorbar
        ? [...new Set(data.colorbar)]
        : [...new Set(data.color)]; // 从 colorbar 中提取唯一的时间标签
      // console.log(data.colorbar, "data.colorbar 1");
      const tickvals = uniqueTimeLabels.map((label, index) => index + 1); // 根据时间标签生成 tickvals
      const ticktext = uniqueTimeLabels.map((dateStr) => {
        const date = new Date(dateStr);
        return date.toLocaleDateString("en-CA", {
          year: "numeric",
          month: "2-digit",
        }); // 格式化为 'yyyy-MM'
      }); // 使用格式化后的时间作为 ticktext
      const timeMapping = uniqueTimeLabels.reduce((acc, curr, index) => {
        acc[curr] = index + 1;
        return acc;
      }, {});
      // 获取 yData 的最小值和最大值来做比例值的计算
      const minValue = Math.min(...tickvals);
      const maxValue = Math.max(...tickvals);

      // 仅取 this.color1 的前 4 种颜色进行渐变
      const colorStops = [
        this.color1[0],
        this.color1[4],
        this.color1[8],
        this.color1[12],
      ];

      // 计算渐变比例
      const colors = colorStops.map((color, index) => {
        const proportion = index / (colorStops.length - 1); // 计算比例值 (0, 1/3, 2/3, 1)
        return [proportion, color]; // 生成颜色映射
      });

      // 确保至少有 2 个颜色，否则使用默认颜色
      if (colors.length < 2) {
        colors.push([1, colorStops[colorStops.length - 1] || "#1B2973"]);
      }

      // 计算颜色值映射
      let colorValues = [];
      if (data.colorbar) {
        colorValues = data.colorbar.map((date) => timeMapping[date]);
      } else {
        colorValues = data.color.map((date) => timeMapping[date]);
      }
      let scatterTrace = {}; // 用于存放散点图的 trace
      let lineTrace = {}; // 用于存放折线图的 trace

      // 保存原始颜色和大小
      // this.originalColors = [...data.yData];
      this.originalColors = [...colorValues];
      this.originalSizes = new Array(data.xData.length).fill(6); // 初始点大小

      // 绘制散点图
      if (this.chartType === "scatter") {
        scatterTrace = {
          x: data.xData,
          y: data.yData,
          mode: "markers", // 散点
          type: "scattergl", // 使用散点图
          text: data.engineName, // 提示文本
          marker: {
            color: colorValues, // 使用时间数据来映射颜色
            colorscale: this.color1
              ? [...colors]
              : [
                  [0, "#F9FDD2"],
                  [0.15, "#E9F6BD"],
                  [0.3, "#C2E3B9"],
                  [0.45, "#8AC8BE"],
                  [0.6, "#5CA8BF"],
                  [0.75, "#407DB3"],
                  [0.9, "#2E4C9A"],
                  [1, "#1B2973"],
                ], // 默认颜色渐变
            colorbar: {
              title: data.colorbartitle || "月份", // 色标标题
              tickvals: tickvals, // 设置刻度值
              ticktext: ticktext, // 设置刻度文本
              tickmode: "array", // 使用数组模式
              // tickangle: -45, // 可选：调整刻度文本的角度
            },
            size: new Array(data.xData.length).fill(this.pointSize), // 点的大小
          },
          hovertemplate:
            `${this.chartData.xaixs}:` +
            ` %{x} <br> ` +
            `${this.chartData.yaixs}:` +
            "%{y} <br>" +
            `时间: %{customdata}<extra></extra>`, // 在 hover 中显示格式化后的时间
          customdata: data.colorbar || data.color, // 将格式化后的时间存入 customdata
          timedata: data.timeData,
        };
      }
      if (lineData) {
        // 绘制折线图
        lineTrace = {
          x: lineData.xData, // 线数据的 xData
          y: lineData.yData, // 线数据的 yData
          mode: "lines+markers", // 线和点同时显示
          type: "scattergl", // 使用 scattergl 类型
          text: lineData.engineName, // 提示文本
          line: {
            color: "red", // 线条颜色
          },
        };
      }

      // 图表布局
      const layout = {
        title: {
          text: data.title,
          font: {
            size: 16, // 设置标题字体大小（默认 16）
            weight: "bold",
          },
        },
        xaxis: {
          title: this.chartData.xaixs,
          gridcolor: "rgb(255,255,255)", // 网格线颜色
          tickcolor: "rgb(255,255,255)",
          backgroundcolor: "#e5ecf6",
          showbackground: true, // 显示背景
          range:
            this.chartData.xaixs === "发电机转速(r/min)" ||
            this.chartData.xaixs === "发电机转速（r/min）"
              ? [1000, 2000]
              : undefined,
        },
        yaxis: {
          title: this.chartData.yaixs,
          gridcolor: "rgb(255,255,255)", // 网格线颜色
          tickcolor: "rgb(255,255,255)",
          backgroundcolor: "#e5ecf6",
          showbackground: true, // 显示背景
          range: this.chartData.yaixs === "桨距角(°)" ? [-1, 20] : undefined,
        },
        showlegend: false,
        plot_bgcolor: "#e5ecf6",
        gridcolor: "#fff", // 设置网格线颜色
      };
      const getChartSetUp = (axisTitle) => {
        return this.setUpImgData.find((item) => item.text.includes(axisTitle));
      };

      const xChartSetUp = getChartSetUp(layout.xaxis.title);
      if (xChartSetUp) {
        layout.xaxis.dtick = xChartSetUp.dtick;
        layout.xaxis.range = [xChartSetUp.min, xChartSetUp.max];
      }

      const yChartSetUp = getChartSetUp(layout.yaxis.title);
      if (yChartSetUp) {
        layout.yaxis.dtick = yChartSetUp.dtick;
        layout.yaxis.range = [yChartSetUp.min, yChartSetUp.max];
      }
      // 配置工具栏按钮
      const config = {
        modeBarButtonsToAdd: [
          {
            name: "选择",
            icon: Plotly.Icons.pencil,
            click: (gd) => this.handleSelectClick(gd),
          },
          {
            name: "清除选中",
            icon: Plotly.Icons.undo,
            click: (gd) => this.handleClearSelect(gd),
          },
          {
            name: "下载CSV文件",
            icon: Plotly.Icons.disk,
            click: (gd) => this.handleDownloadCSV(gd),
          },
        ],
        modeBarButtonsToRemove: [
          "lasso2d", // 移除不需要的工具按钮
          // 移除不需要的工具按钮
          "lasso2d",
          "sendDataToCloud",
          "resetCameraLastSave3d",
          "resetCameraDefault3d",
          "resetCameraLastSave",
          "sendDataToCloud",
          "zoom2d", // 缩放按钮
          "zoom3d",
          "plotlylogo2D",
          "plotlylogo3D",
        ],
        displaylogo: false,
        editable: true,
        scrollZoom: false,
      };

      // 合并散点和折线图的数据
      const traces = [];
      if (scatterTrace) traces.push(scatterTrace); // 如果有散点数据
      if (lineTrace) traces.push(lineTrace); // 如果有线图数据
      this.$nextTick(() => {
        // 使用 Plotly 绘制图表
        Plotly.react(
          this.$refs[`plotlyChart-${this.index}`], // 这里是对 DOM 元素的引用
          traces,
          layout,
          config
        ).then(() => {
          // 确保图表加载完成后设置工具栏按钮
          const plotElement = this.$refs[`plotlyChart-${this.index}`];
          Plotly.relayout(plotElement, layout).then(function (gd) {
            // 获取工具栏按钮
            const toolbar = gd.querySelector(".modebar");
            const buttons = toolbar.querySelectorAll(".modebar-btn");

            // 定义一个映射对象，方便修改按钮提示
            const titleMap = {
              "Download plot as a png": "保存图片",
              Autoscale: "缩放",
              Pan: "平移",
              "Zoom out": "缩小",
              "Zoom in": "放大",
              "Box Select": "选择框操作",
              "Lasso Select": "套索选择操作",
              "Reset axes": "重置操作",
              "Reset camera to default": "重置相机视角",
              "Turntable rotation": "转台式旋转",
              "Orbital rotation": "轨道式旋转",
            };

            // 遍历所有按钮，修改它们的 title
            buttons.forEach(function (button) {
              const dataTitle = button.getAttribute("data-title");

              // 如果标题匹配，修改属性值
              if (titleMap[dataTitle]) {
                button.setAttribute("data-title", titleMap[dataTitle]);
              }
            });
          }); // 使用 relayout 来确保自定义按钮应用
        });
      });
    },
    handleSelectClick(gd) {
      // 绑定 plotly_click 事件
      gd.on("plotly_click", (data) => {
        const pointIndex = data.points[0].pointIndex;
        const xClick = data.points[0].x;
        const yClick = data.points[0].y;

        // 将点击的点添加到选中的点数组
        this.selectedPoints.push({
          x: xClick, // 点击点的 x 坐标
          y: yClick, // 点击点的 y 坐标
          index: pointIndex, // 点击点的索引
          time: data.points[0]?.data?.timedata[data.points[0].pointIndex], // 点击点的时间信息
        });

        // 初始化颜色和大小数组
        let newColors = [...this.originalColors];
        let newSize = [...this.originalSizes];

        // 如果选中的点数大于等于3，进行多边形选择区域的处理
        if (this.selectedPoints.length >= 3) {
          const xv = this.selectedPoints.map((p) => p.x);
          const yv = this.selectedPoints.map((p) => p.y);

          // 判断点是否在多边形内
          function inPolygon(x, y, xv, yv) {
            let inside = false;
            for (let i = 0, j = xv.length - 1; i < xv.length; j = i++) {
              const intersect =
                yv[i] > y !== yv[j] > y &&
                x < ((xv[j] - xv[i]) * (y - yv[i])) / (yv[j] - yv[i]) + xv[i];
              if (intersect) inside = !inside;
            }
            return inside;
          }

          // 用于跟踪已添加的 (x, y) 组合
          const addedPoints = {};
          // 遍历图表数据中的所有点，检查是否在多边形内
          gd.data[0].x.forEach((xVal, i) => {
            const yVal = gd.data[0].y[i];
            if (inPolygon(xVal, yVal, xv, yv)) {
              const pointKey = `${xVal}-${yVal}`;
              if (!addedPoints[pointKey]) {
                this.selectedPoints.push({
                  x: gd.data[0].x[i],
                  y: gd.data[0].y[i],
                  time: gd.data[0].timedata[i],
                });
                newColors[i] = "red"; // 高亮选择的点
                newSize[i] = 10; // 设置点的大小
                addedPoints[pointKey] = true;
              }
            }
          });
        }

        // 更新选中点的颜色和大小
        this.selectedPoints.forEach((point) => {
          newColors[point.index] = "red";
          newSize[point.index] = 10;
        });

        Plotly.addTraces(gd, {
          x: this.selectedPoints.map((p) => p.x),
          y: this.selectedPoints.map((p) => p.y),
          mode: "markers",
          type: "scattergl",
          marker: {
            color: "red",
            size: 10,
          },
          name: "选中点",
          showlegend: false,
        });
        // 处理选中的数据
        this.getSelectData(this.selectedPoints, gd.layout);
      });
    },
    handleClearSelect(gd) {
      this.selectedPoints = [];
      Plotly.restyle(gd, {
        "marker.color": [this.originalColors],
        "marker.size": [this.originalSizes],
      });
    },
    getSelectData(selectedPoints, layout) {
      // 在这里处理选中的数据，您可以将其展示或导出等
      console.log("选中的点数据：", selectedPoints);
      console.log("布局信息：", layout);
    },
    handleDownloadCSV(gd) {
      if (this.selectedPoints.length === 0) {
        alert("没有选中的数据，请选择数据后进行文件下载。");
        return;
      }
      this.downloadCSV();
    },
    async downloadCSV() {
      try {
        const paramValueTypes = await axios.get("/ETLapi/sysConf/getByType", {
          params: { type: "en_cn_mapping" },
        });
        // 使用 Set 或 Map 去重
        const uniquePoints = [];
        this.selectedPoints.forEach((point) => {
          if (!uniquePoints.some((p) => p.x === point.x && p.y === point.y)) {
            uniquePoints.push(point);
          }
        });
        const newTimedata = uniquePoints.map((item) => item.time);

        const result = await axios.post(
          "/ETLapi/dataTransfer/getWindTurbineAndTimestamps",
          {
            timestamps: [...newTimedata],
            transferType: this.chartData.scada || "", //分析数据源类型
            windFarmCode: this.chartData.field_code || "", //风场编号
            windTurbineNumber: this.chartData.data[0].engineCode || "", //风机编号
          }
        );
        const allData = result?.data?.datas || [];
        if (!allData.length) {
          console.warn("无数据返回");
          return;
        }

        const firstItem = allData[0];

        // 4. 获取可用映射字段
        const mapping = paramValueTypes?.data?.datas || [];
        const matchedMapping = mapping.filter((m) =>
          firstItem.hasOwnProperty(m.paramKey)
        );

        // 5. 构建 CSV 表头（中文）
        const headers = matchedMapping.map((m) => m.paramValue).join(",");

        // 6. 构建 CSV 内容行
        const rows = allData.map((item) => {
          return matchedMapping.map((m) => item[m.paramKey] ?? "").join(",");
        });

        // 7. 合并为 CSV 字符串
        const csvString = [headers, ...rows].join("\n");

        // 8. 下载
        const blob = new Blob([csvString], { type: "text/csv; charset=utf-8" });
        const url = URL.createObjectURL(blob);
        const a = document.createElement("a");
        a.href = url;
        a.download = "selected_data.csv";
        document.body.appendChild(a);
        a.click();
        document.body.removeChild(a);
        URL.revokeObjectURL(url);
      } catch (err) {
        console.error(err);
      }
    },
    updateChartColor(color) {
      // 更新图表颜色
      // this.color1 = color;
      this.drawChart();
    },
  },
};
</script>

<style scoped>
/* 自定义样式 */
</style>