pdaaphm/pdaaphm-ui/src/views/index.vue

<template>
  <div class="home">
    <div class="second">
      <div class="topPanel">
        <!-- 原始数据 -->
        <div class="tPanel">
          <el-table size="mini" :data="originalList">
            <el-table-column prop="resultDataName" label="数据" align="center">
              <template slot-scope="scope">
                <el-tooltip class="item" effect="dark" :content="scope.row.resultDataName" placement="top">
                  <span class="file" @click="handleFile(scope.row.resultDataId, scope.row.processType)">{{
            scope.row.resultDataName }}</span>
                </el-tooltip>
              </template>
            </el-table-column>
            <el-table-column prop="processStatus" label="状态" align="center">
              <template slot-scope="scope">
                <dict-tag :options="dict.type.biz_process_status" :value="scope.row.processStatus" />
              </template>
            </el-table-column>
          </el-table>
        </div>
        <!-- 去噪 -->
        <div class="tPanel">
          <el-table size="mini" :data="denoisingList">
            <el-table-column prop="resultDataName" label="数据" align="center">
              <template slot-scope="scope">
                <el-tooltip class="item" effect="dark" :content="scope.row.resultDataName" placement="top">
                  <span class="file" @click="handleFile(scope.row.resultDataId, scope.row.processType)">{{
            scope.row.resultDataName }}</span>
                </el-tooltip>
              </template>
            </el-table-column>
            <el-table-column prop="processStatus" label="状态" align="center">
              <template slot-scope="scope">
                <dict-tag :options="dict.type.biz_process_status" :value="scope.row.processStatus" />
              </template>
            </el-table-column>
          </el-table>
        </div>
        <!-- 特征提取 -->
        <div class="tPanel">
          <el-table size="mini" :data="featureExtractionList">
            <el-table-column prop="resultDataName" label="数据" align="center">
              <template slot-scope="scope">
                <el-tooltip class="item" effect="dark" :content="scope.row.resultDataName" placement="top">
                  <span class="file" @click="handleFile(scope.row.resultDataId, scope.row.processType)">{{
            scope.row.resultDataName }}</span>
                </el-tooltip>
              </template>
            </el-table-column>
            <el-table-column prop="processStatus" label="状态" align="center">
              <template slot-scope="scope">
                <dict-tag :options="dict.type.biz_process_status" :value="scope.row.processStatus" />
              </template>
            </el-table-column>
          </el-table>
        </div>
        <!-- 故障预测 -->
        <div class="tPanel">
          <el-table size="mini" :data="faultPredictionList">
            <el-table-column prop="resultDataName" label="数据" align="center">
              <template slot-scope="scope">
                <el-tooltip class="item" effect="dark" :content="scope.row.resultDataName" placement="top">
                  <span class="file" @click="imgShow(scope.row.dataPath, scope.row.dataType)">{{
            scope.row.resultDataName }}</span>
                </el-tooltip>
              </template>
            </el-table-column>
            <el-table-column prop="processStatus" label="状态" align="center">
              <template slot-scope="scope">
                <dict-tag :options="dict.type.biz_process_status" :value="scope.row.processStatus" />
              </template>
            </el-table-column>
          </el-table>
        </div>
      </div>
      <div class="step">
        <div class="yuan">
          <div class="img yuanBg odd">
            <div class="tag">原始数据</div>
          </div>
        </div>
        <div class="one">
          <div class="img oneBg even" @click="handleProcess(2)">
            <div class="tag">补全</div>
          </div>
        </div>
        <div class="two">
          <div class="img twoBg odd" @click="handleProcess(1)">
            <div class="tag">去噪</div>
          </div>
        </div>
        <div class="three">
          <div class="img threeBg even" @click="handleProcess(3)">
            <div class="tag">扩充</div>
          </div>
        </div>
        <div class="four">
          <div class="img fourBg odd" @click="handleProcess(4)">
            <div class="tag">特征提取</div>
          </div>
        </div>
        <div class="five">
          <div class="img fiveBg even" @click="handleProcess(5)">
            <div class="tag">退化评估</div>
          </div>
        </div>
        <div class="six">
          <div class="img sixBg odd noAfter" style="content: none;" @click="handleProcess(6)">
            <div class="tag">故障预测</div>
          </div>
        </div>
      </div>
      <div class="bottomPanel">
        <!-- 补全 -->
        <div class="bPanel">
          <el-table size="mini" :data="completionList">
            <el-table-column prop="resultDataName" label="数据" align="center">
              <template slot-scope="scope">
                <el-tooltip class="item" effect="dark" :content="scope.row.resultDataName" placement="top">
                  <span class="file" @click="handleFile(scope.row.resultDataId, scope.row.processType)">{{
            scope.row.resultDataName }}</span>
                </el-tooltip>
              </template>
            </el-table-column>
            <el-table-column prop="processStatus" label="状态" align="center">
              <template slot-scope="scope">
                <dict-tag :options="dict.type.biz_process_status" :value="scope.row.processStatus" />
              </template>
            </el-table-column>
          </el-table>
        </div>
        <!-- 扩充 -->
        <div class="bPanel">
          <el-table size="mini" :data="expansionList">
            <el-table-column prop="resultDataName" label="数据" align="center">

              <template slot-scope="scope">
                <el-tooltip class="item" effect="dark" :content="scope.row.resultDataName" placement="top">
                  <span class="file" @click="handleFile(scope.row.resultDataId, scope.row.processType)">{{
            scope.row.resultDataName }}</span>
                </el-tooltip>
              </template>
            </el-table-column>
            <el-table-column prop="processStatus" label="状态" align="center">
              <template slot-scope="scope">
                <dict-tag :options="dict.type.biz_process_status" :value="scope.row.processStatus" />
              </template>
            </el-table-column>
          </el-table>
        </div>
        <!-- 退化评估 -->
        <div class="bPanel">
          <el-table size="mini" :data="assessmentList">
            <el-table-column prop="resultDataName" label="数据" align="center">
              <template slot-scope="scope">
                <el-tooltip class="item" effect="dark" :content="scope.row.resultDataName" placement="top">
                  <span class="file" @click="imgShow(scope.row.dataPath, scope.row.dataType)">{{
            scope.row.resultDataName }}</span>
                </el-tooltip>
              </template>
            </el-table-column>
            <el-table-column prop="processStatus" label="状态" align="center">
              <template slot-scope="scope">
                <dict-tag :options="dict.type.biz_process_status" :value="scope.row.processStatus" />
              </template>
            </el-table-column>
          </el-table>
        </div>
        <div>
        </div>
      </div>
    </div>
    <div class="first">
      <h4 style="margin:13px 0px 0px 20px;color: #fff;">算法统计</h4>
      <div class="chart">
        <RingChart />
        <BarChart width="700px" />
      </div>
    </div>
    <el-dialog :title="title" :visible.sync="dialogVisible" width="30%" :close-on-click-modal="false">
      <el-form ref="formRef" :model="form" :rules="rules" label-width="80px">
        <el-form-item v-if="dialogType === 4" label="选择数据类型" label-width="120px">
          <el-radio-group v-removeAriaHidden v-model="type">
            <el-radio :label="1">去噪</el-radio>
            <el-radio :label="3">扩充</el-radio>
            <!-- <el-radio :label="4">特征提取</el-radio> -->
          </el-radio-group>
        </el-form-item>
        <el-form-item label="数据" prop="processType">
          <el-select v-model="form.processedDataId" placeholder="请选择执行的数据">
            <el-option v-for="(item, index) in optionalData" :key="index" :label="item.dataName"
              :value="item.id"></el-option>
          </el-select>
        </el-form-item>
        <el-form-item label="算法" prop="processType">
          <el-select v-model="form.processAlgId" placeholder="请选择执行的算法">
            <el-option v-for="(item, index) in optionalAglo" :key="index" :label="item.algName"
              :value="item.id"></el-option>
          </el-select>
        </el-form-item>
      </el-form>
      <span slot="footer" class="dialog-footer">
        <el-button @click="dialogVisible = false">取 消</el-button>
        <el-button type="primary" @click="submitHandle()">确 定</el-button>
      </span>
    </el-dialog>
    <el-dialog title="数据展示" :visible.sync="fileShowVisible" width="80%" :close-on-click-modal="false">
      <el-button v-if="fileType !== '4' && fileType !== '5'" style="margin-left:50px;" type="text"
        @click="changeShow">{{
            isTableShow ?
              '表格展示'
              :
              '曲线展示'
          }}</el-button>
      <div v-if="isTableShow && fileType !== '5'">
        <vxe-table border="none" size="mini" show-overflow highlight-hover-row height="400"
          :row-config="{ isHover: true, isCurrent: true }" :sort-config="{ trigger: 'cell' }" :data="completionData">
          <vxe-table-column v-for="(item, index) in completionHeadData" :key="index" align="center"
            :field="'val' + index" :title="item"></vxe-table-column>
        </vxe-table>
      </div>
      <div v-if="!isTableShow && fileType !== '5'" ref="completionChartRef" style="width: 100%; height: 400px;"></div>
      <ImagePreview v-if="fileType === '5'" :src="imgPreviewUrl"></ImagePreview>
    </el-dialog>
  </div>
</template>

<script>
import CountTo from 'vue-count-to'
import RingChart from '@/views/homePage/ringChart'
import BarChart from '@/views/dashboard/BarChart'
import { getAlgConfigByType } from "@/api/system/algConfig";
import { getDataProcessByType, addProcess } from "@/api/system/process";
import { getDataByType, getData } from "@/api/system/data";
import * as echarts from 'echarts';
export default {
  name: 'Index',
  dicts: ['biz_process_status'],
  components: {
    CountTo,
    RingChart,
    BarChart,
  },
  data() {
    return {
      loading: true,
      rules: {},
      title: '选择数据',
      baseUrl: process.env.VUE_APP_BASE_API,
      dialogVisible: false,
      fileShowVisible: false,
      originalList: [],
      denoisingList: [],
      completionList: [],
      expansionList: [],
      featureExtractionList: [],
      assessmentList: [],
      faultPredictionList: [],
      optionalData: [],
      optionalAglo: [],
      form: {
        processedDataId: null,
        processAlgId: null
      },
      // 对话框展示数据内容
      completionData: [],
      completionHeadData: [],
      isTableShow: false,
      resultFileId: null,
      // filePath: null,
      fileType: null,
      chart: null,
      imgPreviewUrl: null,
      type: 1,
      dialogType: null
    }
  },
  created() {
    this.getTableData();
  },
  beforeDestroy() {
    if (this.chart != null && this.chart != "" && this.chart != undefined) {
      this.chart.dispose();
      this.chart = null
    }
  },
  watch: {
    fileShowVisible(value) {
      if (!value) {
        this.isTableShow = false
      }
    },
    type(value) {
      getDataByType(value).then(res => {
        this.optionalData = res.data;
      });
      getAlgConfigByType(value).then(res => {
        this.optionalAglo = res.data;
      });
    }
  },
  methods: {
    getTableData() {
      getDataProcessByType(0).then(res => {
        this.originalList = res.data
      })
      getDataProcessByType(1).then(res => {
        this.denoisingList = res.data
      })
      getDataProcessByType(2).then(res => {
        this.completionList = res.data
      })
      getDataProcessByType(3).then(res => {
        this.expansionList = res.data
      })
      getDataProcessByType(4).then(res => {
        this.featureExtractionList = res.data
      })
      getDataProcessByType(5).then(res => {
        this.assessmentList = res.data
      })
      getDataProcessByType(6).then(res => {
        this.faultPredictionList = res.data
      })
    },
    goTarget(href) {
      window.open(href, '_blank')
    },
    handleSetLineChartData(type) {
      this.$emit('handleSetLineChartData', type)
    },
    handleProcess(type) {
      this.dialogVisible = true;
      this.dialogType = type
      const relation = [[2, 0], [1, 2], [3, 1], [4, 1], [4, 3], [5, 4], [6, 4]]
      const match = relation.find(item => item[0] === type)[1];
      getDataByType(match).then(res => {
        this.optionalData = res.data;
      });
      getAlgConfigByType(match).then(res => {
        this.optionalAglo = res.data;
      });
    },
    submitHandle() {
      addProcess(this.form).then(response => {
        this.$modal.msgSuccess("开始执行");
        this.dialogVisible = false;
        this.getTableData()
        this.form = {
          processedDataId: null,
          processAlgId: null
        }
        this.optionalData = [];
        this.optionalAglo = [];
      });
    },
    handleFile(resultDataId, processType) {
      this.loading = true
      this.resultFileId = resultDataId
      this.fileType = processType
      getData(resultDataId).then(res => {
        const url = `${process.env.VUE_APP_BASE_API}${res.data.dataPath}`;
        this.fetchLogFile(url)
          .then((text) => {
            if (this.chart != null && this.chart != "" && this.chart != undefined) {
              this.chart.dispose();
              this.chart = null
            }
            switch (res.data.dataType) {
              case '0':
                const originalData = this.handleFileData(text)
                const originalContent = originalData.contentData
                const originalHead = originalData.headData
                this.fileShowVisible = true
                this.loading = false
                this.$nextTick(() => {
                  this.handleChartOption(originalContent, originalHead, true)
                })
                break;
              case '1':
                const returnData = this.handleFileData(text)
                const contentData = returnData.contentData
                const headData = returnData.headData
                this.fileShowVisible = true
                this.loading = false
                this.$nextTick(() => {
                  this.handleChartOption(contentData, headData, false)
                })
                break;
              case '2':
                const completionData = this.handleFileData(text)
                const completionContent = completionData.contentData
                const completionlHead = completionData.headData
                this.fileShowVisible = true
                this.$nextTick(() => {
                  this.handleChartOption(completionContent, completionlHead, false)
                })
                break;
              case '3':
                const ExtractionData = this.handleFileData(text)
                const ExtractionContent = ExtractionData.contentData
                const ExtractionHead = ExtractionData.headData
                this.fileShowVisible = true
                this.$nextTick(() => {
                  this.handleChartOption(ExtractionContent, ExtractionHead, false)
                })
                break;
              case '4':
                const assessmentData = this.handleFileData(text)
                const assessmentcontent = assessmentData.contentData
                const assessmenthead = assessmentData.headData
                this.fileShowVisible = true
                this.$nextTick(() => {
                  this.handleChartOption(assessmentcontent, assessmenthead, false)
                })
                break;
              case '5':
                break;
              case '6':
                break;
              default:
                break;
            }
          })
          .catch((error) => {
            console.error("Failed to fetch the log file:", error);
            this.$modal.msgSuccess("文件读取错误");
          });
      });
    },
    // 读取文件内容
    async fetchLogFile(url) {
      try {
        const response = await fetch(url, { method: "GET" });
        if (!response.ok) {
          throw new Error(`HTTP error! status: ${response.status}`);
        }
        return await response.text();
      } catch (error) {
        throw error;
      }
    },
    // 对数据的处理(不包含时间)
    handleFileData(fileData) {
      // 每行数据转换成数组、过滤出存在的空白行、将没行数据按照,号分割
      const data = fileData.split("\r\n").filter(line => line.trim() !== '').map(row => row.split(','));
      const headData = data[0];
      const contentData = Array.from({ length: headData.length }, () => []);
      for (let i = 1; i < data.length; i++) {  // 从 1 开始，跳过表头
        data[i].forEach((value, index) => {
          contentData[index].push(Number(value));
        });
      }
      return { contentData, headData }
    },
    // 对数据的处理(包含时间)
    handleDataIncludeTime(fileData) {
      data = fileData.split("\r\n").filter(line => line.trim() !== '').map(row => row.split(','));
      data[0].shift();
      const completionHead = data[0];
      const completionContent = Array.from({ length: completionHead.length }, () => []);
      const timeData = []
      for (let i = 1; i < data.length; i++) {
        data[i].forEach((value, index) => {
          if (index === 0) {
            timeData.push(value)
          } else {
            completionContent[index - 1].push(Number(value));
          }
        });
      }
      return { contentData: completionContent, headData: completionHead, timeData }
    },
    // 图表设置
    handleChartOption(content, head, ismarkPoint) {
      const color = ['#5470c6', '#91cc75', '#fac858', '#ee6666', '#73c0de', '#3ba272', '#fc8452', '#9a60b4', '#ea7ccc']
      this.chart = echarts.init(this.$refs.completionChartRef);
      // series数据
      let series
      if (ismarkPoint) {
        series = content.map((lineData, index) => ({
          name: `${head[index]}`,
          type: 'line',
          data: lineData,
          stack: 'Total',
          connectNulls: true, // 连接相邻的非空数据点
          markPoint: {
            data: lineData.map((value, idx) => ({
              value: value === 0 ? '缺失' : null,
              xAxis: idx,
              // yAxis: lineData[idx-1],
              yAxis: value,
              itemStyle: { color: color[index] } // 高亮显示缺失值
            })).filter(point => point.value)
          }
        }));
      } else {
        series = content.map((lineData, index) => ({
          name: `${head[index]}`,
          type: 'line',
          data: lineData,
          stack: 'Total',
          connectNulls: true,

        }));
      }
      const option = {
        tooltip: {
          trigger: 'axis'
        },
        legend: {
          data: head,
          textStyle: {//图例文字的样式
            color: '#fff'
          }
        },
        color: color,
        xAxis: {
          type: 'category',
          data: content[0].map((_, index) => index),
          name: 'Index'
        },
        yAxis: {
          type: 'value',
          name: 'Value'
        },
        dataZoom: [
          {
            type: 'slider',
            start: 0,
            end: 100
          },
          {
            type: 'inside',
            start: 0,
            end: 100
          }
        ],
        series: series
      };
      this.chart.setOption(option);
    },
    // 切换表格/曲线展示
    changeShow() {
      this.isTableShow = !this.isTableShow
      if (!this.isTableShow) {
        this.handleFile(this.resultFileId)
      } else {
        this.tableShow(this.resultFileId)
      }
    },
    tableShow(id) {
      // const url = `${process.env.VUE_APP_BASE_API}${path}`;
      getData(id).then(res => {
        const url = `${process.env.VUE_APP_BASE_API}${res.data.dataPath}`;
        this.fetchLogFile(url)
          .then((text) => {
            const data = text.split("\r\n").filter(line => line.trim() !== '').map(row => row.split(','));
            this.completionHeadData = data.shift();
            this.completionData = data.map(row => {
              const rowData = {};
              for (let i = 0; i < this.completionHeadData.length; i++) {
                rowData[`val${i}`] = (row[i]) === 0 ? null : (row[i]);
              }
              return rowData;
            })
          })
      })
    },
    imgShow(url, dataType) {
      this.fileType = dataType
      this.imgPreviewUrl = url
      this.fileShowVisible = true
    }
  }
}
</script>

<style scoped lang="scss">
.home {
  width: 100%;
  min-height: calc(100vh - 84px);
  overflow: hidden;
}

.first {
  width: 97%;
  height: 210px;
  margin: 20px;
  // background-color: white;
  border-radius: 15px;
  overflow: hidden;
}

.chart {
  display: flex;
  justify-content: space-around;
  margin-left: 30px;
}

.second {
  width: 97%;
  height: 440px;
  margin: 50px 20px;
  // overflow: hidden;
  display: flex;
  flex-direction: column;

  .step {
    width: 100%;
    height: 120px;
    display: flex;
    justify-content: space-around;

    .yuan,
    .one,
    .two,
    .three,
    .four,
    .five,
    .six,
    .final {
      width: 12%;
      height: 100%;
      text-align: center;
    }

    .item {
      margin-top: 10px;
      margin-right: 40px;
    }

    .img {
      width: 40%;
      height: 95%;
      margin: 0 auto;
      position: relative;
    }

    .img::after {
      content: "";
      position: absolute;
      top: 50%;
      transform: translateX(26%);
      width: 200%;
      height: 1px;
      // background-color: #546882;
      background-color: #00aaff;
      box-shadow: 0 5px 15px rgba(0, 170, 255, 0.5);
    }

    .noAfter::after {
      content: none;
    }

    .odd::before {
      content: "";
      position: absolute;
      transform: translateY(-50%);
      width: 1px;
      height: 50%;
      // background-color: #546882;
      background-color: #00aaff;
      box-shadow: 0 5px 15px rgba(0, 170, 255, 0.5);
    }

    .even::before {
      content: "";
      position: absolute;
      bottom: 0;
      transform: translateY(50%);
      width: 1px;
      height: 50%;
      // background-color: #546882;00aaff
      background-color: #00aaff;
      box-shadow: 0 5px 15px rgba(0, 170, 255, 0.5);
    }

    .yuanBg {
      background: url("../assets/images/yuan.png") no-repeat center / contain;
    }

    .oneBg {
      background: url("../assets/images/one.png") no-repeat center / contain;
    }

    .twoBg {
      background: url("../assets/images/two.png") no-repeat center / contain;
    }

    .threeBg {
      background: url("../assets/images/three.png") no-repeat center / contain;
    }

    .fourBg {
      background: url("../assets/images/four.png") no-repeat center / contain;
    }

    .fiveBg {
      background: url("../assets/images/five.png") no-repeat center / contain;
    }

    .sixBg {
      background: url("../assets/images/six.png") no-repeat center / contain;
    }

    .tag {
      color: #fff;
      background: linear-gradient(to right, rgba(8, 200, 236, 0), rgba(8, 200, 236, 0.8), rgba(8, 200, 236, 0.8), rgba(8, 200, 236, 0));
      position: absolute;
      top: -15px;
      left: 100%;
    }
  }

  .topPanel {
    width: 100%;
    height: 37%;
    display: flex;
    justify-content: space-between;
    margin-bottom: 1.5%;
  }

  .bottomPanel {
    width: 100%;
    height: 37%;
    display: flex;
    justify-content: space-around;
    margin-left: 6%;
    margin-top: 1%;
  }

  .tPanel,
  .bPanel {
    // position: relative;
    width: 18%;
    height: 95%;
    overflow: auto;
    border: 2px solid transparent;
    background-clip: padding-box;
    box-shadow: 0 0 10px rgba(63, 155, 255, 0.5);
    border-radius: 5%;
  }

}

.file {
  cursor: pointer;
  white-space: nowrap;
  /* 禁止文本换行 */
  overflow: hidden;
  /* 隐藏超出范围的内容 */
  text-overflow: ellipsis;
}

.file:hover {
  color: #00aaff;
}

.square {
  width: 90px;
  height: 50px;
  line-height: 50px;
  text-align: center;
  border-radius: 12px;
  font-size: 14px;
  border: 2px solid grey;
}

.diamond {
  height: 100px;
  width: 100px;
  transform: rotateZ(45deg) skew(-20deg, -20deg);
  position: relative;
  border: 2px solid grey;

  .diamond-p {
    position: absolute;
    width: 140px;
    top: 14%;
    left: -17%;
    transform: skew(20deg, 20deg) rotateZ(-45deg);
  }
}

::-webkit-scrollbar {
  display: none;
}

::v-deep .el-table__empty-block {
  background-color: #0b333f !important;
  border: #0b333f;
}

::v-deep .vxe-body--row {
  background-color: #0b333f;
  color: white;
}

::v-deep .vxe-table--body :hover {
  background-color: #0b333f;
}

::v-deep .vxe-header--row {
  background-color: #1e262f;
  color: white;
}
</style>