taais-web/src/views/demo/targetTrack/index.vue

<template>
  <div class="table-box">
    <ProTable ref="proTable" :columns="columns" row-key="id" :request-api="listDataAugmentationApi3">
      <!-- 表格 header 按钮 -->
      <template #tableHeader="scope">
        <el-button type="primary" v-auth="['demo:DataAugmentation:add']" icon="CirclePlus" @click="openDialog(1, '任务新增')"> 新增 </el-button>
        <!-- <el-button type="primary" v-auth="['demo:DataAugmentation:import']" icon="Upload" plain @click="batchAdd"> 导入</el-button> -->
        <!-- <el-button type="primary" v-auth="['demo:DataAugmentation:export']" icon="Download" plain @click="downloadFile"> 导出 </el-button> -->
        <el-button
          type="danger"
          v-auth="['demo:DataAugmentation:remove']"
          icon="Delete"
          plain
          :disabled="!scope.isSelected"
          @click="batchDelete(scope.selectedListIds)"
        >
          批量删除
        </el-button>
      </template>
      <!-- 表格操作 -->
      <template #operation="scope">
        <el-button type="primary" link icon="View" @click="startDataAugmentation(scope.row)" v-if="scope.row.status == '4'"> 继续 </el-button>
        <el-button type="primary" link icon="View" @click="startDataAugmentation(scope.row)" v-if="scope.row.status == '0'"> 开始 </el-button>
        <el-popconfirm title="确定终止此任务吗?" @confirm="stopDataAugmentation(scope.row)" v-if="scope.row.status == '1'">
          <template #reference>
            <el-button type="primary" link icon="View"> 终止 </el-button>
          </template>
        </el-popconfirm>
        <el-popconfirm title="确定暂停此任务吗?" @confirm="pauseDataAugmentation(scope.row)" v-if="scope.row.status == '1'">
          <template #reference>
            <el-button type="primary" link icon="View"> 暂停 </el-button>
          </template>
        </el-popconfirm>
        <el-button type="primary" link icon="View" @click="preview(scope.row)" v-if="scope.row.status == '2'"> 预览 </el-button>
        <el-button type="primary" link icon="View" @click="downloadFile(scope.row)" v-if="scope.row.status == '2'"> 导出 </el-button>
        <el-button type="primary" link icon="View" @click="openMetricDialog(scope.row.id)" v-if="scope.row.status == '2'"> 指标 </el-button>
        <el-button type="primary" link icon="View" v-auth="['demo:DataAugmentation:query']" @click="openDialog(3, '任务查看', scope.row)">
          查看
        </el-button>
        <el-button
          type="primary"
          link
          icon="View"
          v-auth="['demo:DataAugmentation:query']"
          @click="viewLogRef.handleOpen(scope.row.id)"
          v-if="scope.row.status != '0' && scope.row.status != '1'"
        >
          日志
        </el-button>
        <el-button type="primary" link icon="Delete" v-auth="['demo:DataAugmentation:remove']" @click="deleteDataAugmentation(scope.row)">
          删除
        </el-button>
      </template>
    </ProTable>
    <DataAugmentationFormDialog ref="formDialogRef" />
    <ImportExcel ref="dialogRef" />
    <!-- <el-dialog v-model="dialogVisible" title="结果预览" width="80%">
      <div style="display: flex; text-align: center">
        <div style="width: 50%" v-if="inputVideoUrl">
          <video controls width="90%">
            <source :src="inputVideoUrl" />
            Your browser does not support the video tag.
          </video>
        </div>
        <div style="width: 50%" v-if="outputVideoUrl">
          <video controls width="90%">
            <source :src="outputVideoUrl" />
            Your browser does not support the video tag.
          </video>
        </div>
      </div>
    </el-dialog> -->

    <el-dialog v-model="dialogVisible" :title="dialogTitle" width="80%" @close="handleClose">
      <el-select v-model="imageFps" placeholder="选择帧率" style="width: 200px" @change="changeFps">
        <el-option label="0" value="0"></el-option>
        <el-option label="5" value="5"></el-option>
        <el-option label="15" value="15"></el-option>
        <el-option label="30" value="30"></el-option>
      </el-select>
      <div class="image-dialog" v-if="imageIdx >= 0 && cacheImages[imageIdx]">
        <div style="width: 50%">
          <el-image :src="cacheImages[imageIdx].origin[0]"></el-image>
        </div>
        <div style="width: 50%">
          <el-image :src="cacheImages[imageIdx].stable[0]"></el-image>
        </div>
      </div>
      <div class="image-dialog-btn" v-if="imageFps == 0">
        <el-button type="primary" @click="pre_picture" :disabled="imageIdx <= 0">上一个</el-button>
        <el-button type="primary" @click="next_picture" :disabled="imageIdx >= fileCount - 1">下一个</el-button>
      </div>
    </el-dialog>
    <ViewLog ref="viewLogRef" :get-log-api="getDialogApi" />
    <PreviewCompareImages ref="previewCompareImagesRef" />
    <el-dialog v-model="metricDialogVisible" title="算法结果指标" width="500px" style="text-align: center">
      <el-table :data="metricList" style="width: 100%; margin-left: 10%; text-align: left">
        <el-table-column prop="name" label="name" width="200px" />
        <el-table-column prop="value" label="value" width="200px" />
      </el-table>
    </el-dialog>
  </div>
</template>

<script setup lang="tsx" name="DataAugmentation">
import { ref, reactive, onMounted, computed, onUnmounted, onBeforeMount, watch, nextTick } from 'vue'
import { useHandleData } from '@/hooks/useHandleData'
import { useDownload } from '@/hooks/useDownload'
import { ElMessageBox, ElMessage } from 'element-plus'
import ProTable from '@/components/ProTable/index.vue'
import ImportExcel from '@/components/ImportExcel/index.vue'
import ViewLog from '@/views/demo/components/ViewLog.vue'
import PreviewCompareImages from '@/views/demo/components/PreviewCompareImages.vue'
import DataAugmentationFormDialog from '@/components/DataAugmentationFormDialog/index.vue'
import { ProTableInstance, ColumnProps, EnumProps } from '@/components/ProTable/interface'
import {
  listDataAugmentationApi3,
  delDataAugmentationApi,
  addDataAugmentationApi,
  updateDataAugmentationApi,
  importTemplateApi,
  importDataAugmentationDataApi,
  exportDataAugmentationApi,
  getDataAugmentationApi,
  startDataAugmentationApi,
  stopDataAugmentationApi,
  getCompareImageApi,
  getCompareImageCountApi,
  getDialogApi,
  getTaskDictData,
  getMetricApi,
  getVideoUrl,
  getCompareImageApiNew,
  pauseDataAugmentationApi
} from '@/api/modules/demo/dataAugmentation'
// import { VideoPlayer } from 'vue-video-player'
// import 'vue-video-player/dist/simple.css'

// const playerOptions = ref({})
// const videoPlayer = ref<InstanceType<typeof VideoPlayer> | null>(null);

// const playVideo = () => {
//   if (videoPlayer.value) {
//     videoPlayer.value.player.play();
//   }
// };

// const pauseVideo = () => {
//   if (videoPlayer.value) {
//     videoPlayer.value.player.pause();
//   }
// };

// const onPlay = () => {
//   console.log('视频开始播放');
// };

// const onPause = () => {
//   console.log('视频暂停播放');
// };
// const setPlayerOptions = (url) => {

//   playerOptions.value = {
//     sources: [{
//       type: "video/mp4",
//       src: url
//     }],
//     poster: "", // 视频封面图
//     autoplay: false,
//     controls: true,
//     fluid: true // 响应式布局
//   }
// }
const previewCompareImagesRef = ref()
const preview = async row => {
  // console.log(row)
  await previewCompareImagesRef.value.handleOpen(getCompareImageApiNew, row.id)
}
const handleClose = () => {
  if (intervalChangeFps.value) {
    clearInterval(intervalChangeFps.value)
  }
}

const changeFps = () => {
  console.log('changeFps')
  if (intervalChangeFps.value) {
    clearInterval(intervalChangeFps.value)
  }

  if (imageFps.value == 0) {
    return
  }
  imageIdx.value = 1
  intervalChangeFps.value = setInterval(() => {
    next_picture()
  }, 1000 / imageFps.value)
}
const dialogVisible = ref(false)
const taskId = ref('')
const imageIdx = ref(0)
const imageBase64List = ref({
  origin: '',
  stable: ''
})
const inFileCount = ref(0)
const outFileCount = ref(0)
const cacheImages = ref({})
const dialogTitle = ref('')
const fileCount = ref(0)
const imageFps = ref(0)
const intervalChangeFps: any = ref()
const loadImageData = async (taskId: string, imageIdx: number) => {
  const res: any = await getCompareImageApi(taskId, imageIdx)
  // imageBase64List.value.origin = res.origin
  // imageBase64List.value.stable = res.stable
  cacheImages.value[imageIdx].origin = res.origin
  cacheImages.value[imageIdx].stable = res.stable
}
const task_type_view = ref('')
const compareDataAugmentation = async (params: any) => {
  if (taskId.value !== '' && taskId.value !== null && taskId.value !== undefined && taskId.value == params.id) {
    dialogVisible.value = true
    return
  }
  task_type_view.value = params.taskType
  taskId.value = params.id
  imageIdx.value = 0
  cacheImages.value = {}
  const resCount: any = await getCompareImageCountApi(params.id)
  if (resCount.code === 200) {
    inFileCount.value = resCount.data.inFileCount
    outFileCount.value = resCount.data.outFileCount
  } else {
    ElMessage.error('获取图片对比数量失败')
    return
  }
  dialogVisible.value = true

  dialogTitle.value = '缓存图片中'
  fileCount.value = Math.min(inFileCount.value, outFileCount.value)
  const res: any = await getCompareImageApi(taskId.value)
  for (let idx = 1; idx <= fileCount.value; idx++) {
    dialogTitle.value = '缓存图片中： 第' + idx + '个样本 共' + fileCount.value + '个样本'
    if (cacheImages.value[idx - 1]) {
      continue
    }
    //const res: any = await getCompareImageApi(taskId.value, idx - 1)
    // console.log(res)

    cacheImages.value[idx - 1] = {
      origin: res.origin[idx - 1],
      stable: res.stable[idx - 1]
    }
  }
  // console.log(cacheImages.value[0])
  if (fileCount.value > 0) {
    dialogTitle.value = '预览: 第1个样本 共' + fileCount.value + '个样本'
  } else {
    dialogTitle.value = '无结果预览'
  }

  // next_picture()
}
const next_picture = async () => {
  if (imageIdx.value < fileCount.value - 1) {
    if (!cacheImages.value[imageIdx.value + 1]) {
      await loadImageData(taskId.value, imageIdx.value + 1)
    }
    imageIdx.value = imageIdx.value + 1
  }
  dialogTitle.value = '预览: 第' + (imageIdx.value + 1) + '个样本 共' + fileCount.value + '个样本'
}
const pre_picture = async () => {
  if (imageIdx.value > 0) {
    if (!cacheImages.value[imageIdx.value - 1]) {
      await loadImageData(taskId.value, imageIdx.value - 1)
    }
    imageIdx.value = imageIdx.value - 1
  }
  dialogTitle.value = '预览: 第' + (imageIdx.value + 1) + '个样本 共' + fileCount.value + '个样本'
}

//打开指标窗口查看算法指标信息
const metricDialogVisible = ref(false)
const metricList = reactive([])
const openMetricDialog = async (id: string | number) => {
  const res: any = await getMetricApi(id)
  console.log(res.data)
  metricList.splice(0, metricList.length, ...res.data)
  metricDialogVisible.value = true
}

// const dialogVisible = ref(false)
const inputVideoUrl = ref()
const outputVideoUrl = ref()
// const openResultDialog = async (id: string | number) => {
//   const res: any = await getVideoUrl(id)
//   inputVideoUrl.value = res.data.input
//   outputVideoUrl.value = res.data.output
//   //setPlayerOptions(inputVideoUrl.value)
//   // inputVideoUrl.value = '/api/public/video/input/' + id
//   // outputVideoUrl.value = '/api/public/video/output/' + id
//   console.log(inputVideoUrl)
//   dialogVisible.value = true
// }

const taskType = ref([])
const modelType = ref([
  {
    label: 'yolov8_best.pt',
    value: 'yolov8_best.pt'
  },
  {
    label: 'yolov8_best_new.pt',
    value: 'yolov8_best_new.pt'
  },
  {
    label: 'yolov8__best.pt',
    value: 'yolov8__best.pt'
  },
  {
    label: 'yolov8__best_new.pt',
    value: 'yolov8__best_new.pt'
  }
])
const trackingMethod = ref([
  {
    label: 'botsort',
    value: 'botsort'
  },
  {
    label: 'strongsort',
    value: 'strongsort'
  },
  {
    label: 'bytetrack',
    value: 'bytetrack'
  },
  {
    label: 'ocsort',
    value: 'ocsort'
  },
  {
    label: 'imprassoc',
    value: 'imprassoc'
  },
  {
    label: 'deepocsort',
    value: 'deepocsort'
  }
])
const taskTypeEnums: EnumProps[] = []

const hyperparameterConfiguration = []

const viewLogRef = ref()

const getTaskType = async () => {
  const res: any = await getTaskDictData('多目标跟踪')
  if (res.data.length != 0) {
    taskType.value = res.data
      .map(item => {
        return {
          label: item.taskType,
          value: item.taskType
        }
      })
      .filter(item => item !== null)
    res.data.forEach(item => {
      taskTypeEnums.push({
        label: item.taskType,
        value: item.taskType,
        disabled: false,
        tagType: 'default'
      })
      let obj = {}
      obj[item.taskType] = item.hyperparameterConfiguration
      hyperparameterConfiguration.push(obj)
    })
  }
}
let intervalId: NodeJS.Timeout | null = null

onUnmounted(() => {
  // 组件卸载时清除定时器
  if (intervalId !== null) {
    clearInterval(intervalId)
  }
})

onMounted(() => {
  intervalId = setInterval(async () => {
    proTable.value?.getTableList()
  }, 5000)
  getTaskType()
})

const startDataAugmentation = async (params: any) => {
  const res = await startDataAugmentationApi(params.id)
  if (res.code === 200) {
    ElMessage.success('任务已经开始，请等待')
  } else {
    ElMessage.error('任务开始失败，请检查！')
  }
  proTable.value?.getTableList()
}

const stopDataAugmentation = async (params: any) => {
  const res = await stopDataAugmentationApi(params.id)
  if (res.code === 200) {
    ElMessage.success('任务终止成功')
  } else {
    ElMessage.error('任务终止失败！')
  }
  proTable.value?.getTableList()
}
const pauseDataAugmentation = async (params: any) => {
  const res = await pauseDataAugmentationApi(params.id)
  if (res.code === 200) {
    ElMessage.success('任务暂停成功')
  } else {
    ElMessage.error('任务暂停失败！')
  }
  proTable.value?.getTableList()
}

// ProTable 实例
const proTable = ref<ProTableInstance>()

// 删除视频去抖动信息
const deleteDataAugmentation = async (params: any) => {
  await useHandleData(delDataAugmentationApi, params.id, '删除任务【' + params.name + '】？')
  proTable.value?.getTableList()
}

// 批量删除视频去抖动信息
const batchDelete = async (ids: string[]) => {
  await useHandleData(delDataAugmentationApi, ids, '删除所选任务？')
  proTable.value?.clearSelection()
  proTable.value?.getTableList()
}

// 导出视频去抖动列表
const downloadFile = async task => {
  ElMessageBox.confirm('确认导出任务数据?', '温馨提示', { type: 'warning' }).then(() =>
    useDownload(exportDataAugmentationApi, 'export', task.outputPath)
  )
}

// 批量添加视频去抖动
const dialogRef = ref<InstanceType<typeof ImportExcel> | null>(null)

const formDialogRef = ref<InstanceType<typeof DataAugmentationFormDialog> | null>(null)
// 打开弹框的功能
const openDialog = async (type: number, title: string, row?: any) => {
  // hyperparameter.value = ''
  let res = { data: {} }
  if (row?.id) {
    res = await getDataAugmentationApi(row?.id || null)
    // hyperparameter.value = res.data?.hyperparameterConfiguration
  }
  // console.log(itemsOptions[1].compOptions?.value)
  // 重置表单
  // setItemsOptions()
  const params = {
    title,
    width: 580,
    isEdit: type !== 3,
    itemsOptions: itemsOptions,
    model: type == 1 ? model : res.data,
    api: type == 1 ? addDataAugmentationApi : updateDataAugmentationApi,
    getTableList: proTable.value?.getTableList
  }
  formDialogRef.value?.openDialog(params)
}

const statusEnums: EnumProps[] = [
  {
    label: '未开始',
    value: '0',
    disabled: false,
    tagType: 'default'
  },
  {
    label: '进行中',
    value: '1',
    disabled: false,
    tagType: 'primary'
  },
  {
    label: '完成',
    value: '2',
    disabled: false,
    tagType: 'success'
  },
  {
    label: '失败',
    value: '3',
    disabled: false,
    tagType: 'danger'
  },
  {
    label: '已中断',
    value: '4',
    disabled: false,
    tagType: 'default'
  }
]

// 表格配置项
const columns = reactive<ColumnProps<any>[]>([
  { type: 'selection', fixed: 'left', width: 70 },
  { prop: 'id', label: '主键ID', width: 180 },
  {
    prop: 'name',
    label: '任务名称',
    search: {
      el: 'input'
    },
    width: 150
  },
  {
    prop: 'taskType',
    label: '任务类型',
    search: {
      el: 'select'
    },
    width: 100,
    tag: true,
    enum: taskTypeEnums
  },
  {
    prop: 'status',
    label: '任务状态',
    search: {
      el: 'select'
    },
    width: 100,
    tag: true,
    enum: statusEnums
  },
  {
    prop: 'startTime',
    label: '开始时间',
    width: 180
  },
  {
    prop: 'endTime',
    label: '结束时间',
    width: 180
  },
  {
    prop: 'costSecond',
    label: '耗时',
    search: {
      el: 'input'
    },
    width: 80
  },
  {
    prop: 'log',
    label: '日志',
    width: 120
  },

  {
    prop: 'algorithmPath',
    label: '日志路径',
    width: 120
  },
  {
    prop: 'hyperparameterConfiguration',
    label: '超参配置',
    width: 120
  },
  {
    prop: 'remarks',
    label: '备注',
    search: {
      el: 'input'
    },
    width: 120
  },
  {
    prop: 'operation',
    label: '操作',
    width: 230,
    fixed: 'right'
  }
])
// 表单配置项
let itemsOptions: ProForm.ItemsOptions[] = [
  {
    label: '任务名称',
    prop: 'name',
    rules: [{ required: true, message: '任务名称不能为空', trigger: 'blur' }],
    compOptions: {
      placeholder: '请输入任务名称'
    }
  },
  {
    label: '任务类型',
    prop: 'taskType',
    rules: [{ required: true, message: '任务类型不能为空', trigger: 'change' }],
    compOptions: {
      elTagName: 'select', // 指定使用 el-select 组件
      placeholder: '请选择任务类型',
      enum: taskType,
      onChange: (value: string) => {
        model.value['taskType'] = value
        hyperparameterConfiguration.forEach(obj => {
          if (value in obj) {
            // console.log(obj[value])
            addParams(obj[value], value)
            openDialog(1, '任务新增')
          }
        })
      }
    }
  },
  {
    label: '图片集压缩包',
    prop: 'inputOssId',
    rules: [{ required: true, message: '数据压缩包不能为空', trigger: 'change' }],
    compOptions: {
      elTagName: 'file-upload',
      fileSize: 4096,
      fileType: ['zip'],
      placeholder: '请上传图片集压缩包'
    }
  },
  {
    label: '备注',
    prop: 'remarks',
    rules: [
      {
        required: false,
        trigger: 'blur'
      }
    ],
    compOptions: {
      placeholder: '请输入备注'
    }
  }
]
const model = ref({})
const setItemsOptions = () => {
  if (itemsOptions.length > 4) {
    itemsOptions.splice(4) // 如果里面有新增参数，删除，重新添加
  }
}

const addParams = (params, task_Type) => {
  setItemsOptions()
  if (params == 'null') {
    return
  }
  let validJsonString = params.replace(/'/g, '"')
  // if (task_Type === '多目标跟踪') {
  //   itemsOptions.push({
  //     label: '模型',
  //     prop: 'yolo_model',
  //     rules: [{ trigger: 'blur' }],
  //     compOptions: {
  //       elTagName: 'select',
  //       enum: modelType,
  //       placeholder: '默认值为' + 'yolov8__best.pt'
  //     }
  //   })
  //   itemsOptions.push({
  //     label: '跟踪方法',
  //     prop: 'tracking_method',
  //     rules: [{ trigger: 'blur' }],

  //     compOptions: {
  //       elTagName: 'select',
  //       enum: trackingMethod,
  //       placeholder: '默认值为' + 'bytetrack'
  //     }
  //   })
  // }
  // model.value['tracking_method'] = 'bytetrack'
  model.value['yolo_model'] = 'yolov8__best.pt'
  try {
    const obj = JSON.parse(validJsonString)
    obj.forEach(param => {
      model.value[param.agName] = param.defaultValue
      itemsOptions.push({
        tooltip: param.prompt,
        label: param.name,
        prop: param.agName,
        rules: [],
        compOptions: {
          type: 'input',
          clearable: true,
          placeholder: '默认值为' + param.defaultValue
        }
      })
    })
    // const obj: { [key: string]: number } = JSON.parse(validJsonString)
    // Object.keys(obj).forEach(key => {
    //   model.value[key] = obj[key]
    //   if (key === 'conf' || key === 'iou') {
    //     itemsOptions.push({
    //       label: key,
    //       prop: key,
    //       rules: [
    //         {
    //           trigger: 'change',
    //           validator: (rule, value, callback) => {
    //             if (value === '' || value === undefined) {
    //               return callback()
    //             }
    //             if (!value) {
    //               return callback(new Error('请输入一个0到1之间的浮点数'))
    //             }
    //             const regex = /^(0(\.\d+)?|1(\.0+)?)$/
    //             if (!regex.test(value)) {
    //               return callback(new Error('请输入一个0到1之间的浮点数'))
    //             }
    //             callback()
    //           }
    //         }
    //       ],
    //       compOptions: {
    //         type: 'input',
    //         clearable: true,
    //         placeholder: '默认值为' + obj[key]
    //       }
    //     })
    //   } else if (key === 'imgsz') {
    //     itemsOptions.push({
    //       label: key,
    //       prop: key,
    //       rules: [
    //         {
    //           trigger: 'change',
    //           validator: (rule, value, callback) => {
    //             //console.log(value)
    //             if (value === '' || value === undefined) {
    //               return callback()
    //             }
    //             if (!value) {
    //               return callback(new Error('请输入一个大于0的整数'))
    //             }
    //             const regex = /^[1-9]\d*$/
    //             if (!regex.test(value)) {
    //               return callback(new Error('请输入一个大于0的整数'))
    //             }
    //             callback()
    //           }
    //         }
    //       ],
    //       compOptions: {
    //         type: 'input',
    //         clearable: true,
    //         placeholder: '默认值为' + obj[key]
    //       }
    //     })
    //   }
    // })
  } catch (error) {
    console.error('解析 JSON 字符串时出错:', error)
  }
}
</script>

<style lang="scss" scoped>
.image-dialog {
  display: flex;
  align-items: center;
  justify-content: center;
  .el-image {
    margin-right: 20px;
    margin-bottom: 20px;
  }
}
.image-dialog-btn {
  display: flex;
  justify-content: center;
  margin-top: 20px;
}
</style>