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* from \"-!../../../../../node_modules/mini-css-extract-plugin/dist/loader.js??ref--7-oneOf-1-0!../../../../../node_modules/css-loader/dist/cjs.js??ref--7-oneOf-1-1!../../../../../node_modules/vue-loader-v16/dist/stylePostLoader.js!../../../../../node_modules/postcss-loader/src/index.js??ref--7-oneOf-1-2!../../../../../node_modules/cache-loader/dist/cjs.js??ref--1-0!../../../../../node_modules/vue-loader-v16/dist/index.js??ref--1-1!./TrainModel.vue?vue&type=style&index=0&id=a1659128&scoped=true&lang=css\"","export default {\r\n  methods: {\r\n    handleSpace(e) {\r\n      const el = e.target;\r\n      const position = el.selectionStart + 1;\r\n      this[el.name] =\r\n        this[el.name].slice(0, position - 1) +\r\n        ' ' +\r\n        this[el.name].slice(position - 1, this[el.name].length);\r\n\r\n      this.$nextTick(() => {\r\n        el.setSelectionRange(position, position);\r\n      });\r\n    },\r\n\r\n    handleDDSpace(e) {\r\n      const el = e.target;\r\n      const position = el.selectionStart + 1;\r\n      el.value =\r\n        el.value.slice(0, position - 1) +\r\n        ' ' +\r\n        el.value.slice(position - 1, el.value.length);\r\n\r\n      this.$nextTick(() => {\r\n        el.setSelectionRange(position, position);\r\n      });\r\n    },\r\n\r\n    filterOption(input, option) {\r\n      return option.label?.toLowerCase().indexOf(input.toLowerCase()) >= 0;\r\n    },\r\n  },\r\n};\r\n","<template>\r\n  <train-model></train-model>\r\n</template>\r\n\r\n<script>\r\nimport TrainModel from './TrainModel.vue';\r\n\r\nexport default {\r\n  components: {\r\n    TrainModel,\r\n  },\r\n};\r\n</script>\r\n","<template>\r\n  <a-modal\r\n    v-model:visible=\"showTrainingNoteModal\"\r\n    title=\"Label Model Version\"\r\n    destroyOnClose\r\n    id=\"req-annotation-note-modal\"\r\n    :okButtonProps=\"{ id: 'req-note-modal-ok-btn' }\"\r\n    :cancelButtonProps=\"{\r\n      id: 'req-note-modal-cancel-btn',\r\n      style: { marginLeft: 'auto' },\r\n    }\"\r\n  >\r\n    <template #closeIcon>\r\n      <close-outlined id=\"req-train-note-close-btn\" />\r\n    </template>\r\n    <a-textarea\r\n      v-model:value=\"additionalNote\"\r\n      placeholder=\"Add something about Train Model (Optional)\"\r\n      :rows=\"4\"\r\n      allowClear\r\n    />\r\n    <template #footer>\r\n      <div class=\"d-flex w-100 justify-content-end\">\r\n        <a-button\r\n          type=\"primary\"\r\n          @click=\"startTraining\"\r\n          :disabled=\"!additionalNote\"\r\n          :loading=\"isSetToTraining\"\r\n          id=\"save-annotation-progress-btn\"\r\n        >\r\n          Save\r\n        </a-button>\r\n      </div>\r\n    </template>\r\n  </a-modal>\r\n  <RequestTrainingModal\r\n    v-model:show-setup-training-modal=\"showSetupTrainingModal\"\r\n    @set-show-setup-training-modal=\"setShowSetupTrainingModal\"\r\n    @perform-training=\"performTraining\"\r\n  />\r\n  <a-row :gutter=\"[16, 29]\" class=\"py-4 px-2 p-md-4\">\r\n    <a-col :xs=\"20\" :sm=\"8\" :md=\"8\" :lg=\"8\" :xl=\"8\">\r\n      <a-select\r\n        class=\"w-100\"\r\n        :value=\"selectedTask\"\r\n        show-search\r\n        ref=\"train_task_select\"\r\n        placeholder=\"Select Operation\"\r\n        :options=\"options\"\r\n        :filter-option=\"filterOption\"\r\n        :loading=\"isFetchingTasks\"\r\n        @change=\"handleTaskSelect\"\r\n        :disabled=\"isTraining\"\r\n        id=\"train-model-select-task\"\r\n      ></a-select>\r\n    </a-col>\r\n    <a-col :xs=\"12\" :sm=\"8\" :md=\"8\" :lg=\"8\" :xl=\"8\" class=\"d-none d-sm-block\">\r\n      <a-button\r\n        type=\"primary\"\r\n        class=\"lg-button\"\r\n        @click=\"startTraining\"\r\n        :loading=\"trainingBegin\"\r\n        :disabled=\"isTraining || !infoMessage || !selectedTask\"\r\n      >\r\n        Request Training\r\n      </a-button>\r\n    </a-col>\r\n\r\n    <!-- mobile screen -->\r\n    <a-col :xs=\"3\" class=\"d-block d-sm-none\">\r\n      <div class=\"demo-dropdown-wrap\">\r\n        <a-dropdown-button\r\n          :trigger=\"['click']\"\r\n          placement=\"bottomRight\"\r\n          class=\"float-right\"\r\n        >\r\n          <template #overlay>\r\n            <a-menu :selectedKeys=\"currentItem\">\r\n              <a-menu-item key=\"training\">\r\n                <a-button\r\n                  type=\"primary\"\r\n                  class=\"w-100\"\r\n                  style=\"width: 100%\"\r\n                  :disabled=\"isTraining || !infoMessage || !selectedTask\"\r\n                  @click=\"startTraining\"\r\n                >\r\n                  Request Training\r\n                </a-button>\r\n              </a-menu-item>\r\n            </a-menu>\r\n          </template>\r\n        </a-dropdown-button>\r\n      </div>\r\n    </a-col>\r\n\r\n    <a-col\r\n      span=\"24\"\r\n      v-if=\"isTraining\"\r\n      class=\"d-flex flex-column align-items-center\"\r\n    >\r\n      <h6 class=\"text-center\" v-if=\"taskName\">\r\n        <a-typography-text strong>\r\n          {{ taskName || '' }}\r\n        </a-typography-text>\r\n        &nbsp; is being trained.\r\n      </h6>\r\n    \r\n\r\n      <setting-outlined\r\n        spin\r\n        :style=\"{ color: '#1890ff', fontSize: '48px' }\"\r\n        class=\"my-3\"\r\n      />\r\n      <span>\r\n        <a-button type=\"danger\" @click=\"cancelTask(selectedTask)\">\r\n          Cancel\r\n        </a-button>\r\n      </span>\r\n    </a-col>\r\n\r\n    <a-col\r\n      span=\"24\"\r\n      v-else\r\n      style=\"height: 20vh\"\r\n      class=\"d-flex align-items-center justify-content-center\"\r\n    >\r\n      <a-spin v-if=\"!infoMessage\"></a-spin>\r\n      <h5 class=\"text-secondary text-center\" v-else>{{ infoMessage }}</h5>\r\n    </a-col>\r\n\r\n    <a-col span=\"24\">\r\n      <a-tabs v-model:activeKey=\"tabActiveKeys\">\r\n        <a-tab-pane key=\"trained\" id=\"tasks-trained-tab\">\r\n          <template #tab>\r\n            <a-typography-text strong\r\n              >Operations Trained: &nbsp;\r\n              <a-tag color=\"blue\" id=\"trained-task-count\">{{\r\n                modelsList.length\r\n              }}</a-tag></a-typography-text\r\n            ></template\r\n          >\r\n\r\n          <a-table\r\n            :columns=\"columns\"\r\n            :data-source=\"modelsList\"\r\n            :pagination=\"pagination\"\r\n            bordered\r\n            :loading=\"loadingModelList\"\r\n            :scroll=\"{ y: 300, x: true }\"\r\n            @change=\"handleTableChange\"\r\n          >\r\n            <template #bodyCell=\"{ column, text }\">\r\n              <template v-if=\"column.dataIndex === 'startTrainingTime'\">\r\n                <span>\r\n                  {{ new Date(text).toDateString() }}\r\n                </span>\r\n              </template>\r\n              <span v-if=\"column.dataIndex === 'status_update_time'\">\r\n                <small>\r\n                  {{ formatDate(text) }}\r\n                </small>\r\n              </span>\r\n            </template>\r\n          </a-table>\r\n        </a-tab-pane>\r\n        <a-tab-pane key=\"inAnnotation\" id=\"task-under-training-tab\">\r\n          <template #tab>\r\n            <a-typography-text strong\r\n              >Operations Queued for Training: &nbsp;\r\n              <a-tag color=\"blue\" id=\"tasks-under-training-count\">{{\r\n                tasksBeingLabeled.length\r\n              }}</a-tag></a-typography-text\r\n            ></template\r\n          >\r\n          <a-table\r\n            :columns=\"columnsForTaskBeingTrained\"\r\n            :data-source=\"tasksBeingLabeled\"\r\n            :loading=\"isLoadingTasksBeingLabeled\"\r\n            bordered\r\n            :pagination=\"{ position: ['bottomCenter'] }\"\r\n            :scroll=\"{ y: 300, x: true }\"\r\n          >\r\n            <template #bodyCell=\"{ column, text, record }\">\r\n              <template v-if=\"column.dataIndex === 'startTrainingTime'\">\r\n                <span>\r\n                  {{ new Date(text).toDateString() }}\r\n                </span>\r\n              </template>\r\n              <span v-if=\"column.dataIndex === 'status_update_time'\">\r\n                <small>\r\n                  {{ formatDate(text) }}\r\n                </small>\r\n              </span>\r\n              <span v-if=\"column.dataIndex === 'actions'\">\r\n                <a-button type=\"danger\" @click=\"cancelTask(record)\">\r\n                  Cancel\r\n                </a-button>\r\n              </span>\r\n            </template>\r\n          </a-table></a-tab-pane\r\n        >\r\n        <a-tab-pane key=\"Failed\" id=\"task-failed-tab\">\r\n          <template #tab>\r\n            <a-typography-text strong\r\n              >Operations Failed: &nbsp;\r\n              <a-tag color=\"blue\" id=\"tasks-failed-count\">{{\r\n                tasksFailed.length\r\n              }}</a-tag></a-typography-text\r\n            ></template\r\n          >\r\n          <a-table\r\n            :columns=\"columnsForTaskFailed\"\r\n            :data-source=\"tasksFailed\"\r\n            :loading=\"isLoadingTasksFailed\"\r\n            bordered\r\n            :pagination=\"{ position: ['bottomCenter'] }\"\r\n            :scroll=\"{ y: 300, x: true }\"\r\n          >\r\n            <template #bodyCell=\"{ column, text }\">\r\n              <span v-if=\"column.dataIndex === 'status_update_time'\">\r\n                <small>\r\n                  {{ formatDate(text) }}\r\n                </small>\r\n              </span>\r\n            </template>\r\n          </a-table></a-tab-pane\r\n        >\r\n      </a-tabs>\r\n    </a-col>\r\n  </a-row>\r\n</template>\r\n<script>\r\nimport { mapActions, mapGetters } from 'vuex';\r\nimport messages from './static/data';\r\nimport spaceMixin from 'src/mixins/handleSpace';\r\nimport { SettingOutlined, CloseOutlined } from '@ant-design/icons-vue';\r\nimport trainingStatuses from 'src/config/training-status-config.js';\r\nimport dateHelper from '../../../shared/Helpers/dateHelper';\r\nimport { getSortedTask } from 'src/utils/task';\r\nimport NotificationService from 'src/services/notification';\r\nimport TaskService from '@/services/tasks';\r\nimport RequestTrainingModal from './RequestTrainingModal.vue';\r\nimport { roles } from 'src/config/roles-config';\r\nimport RequestTrainingModel from './trainingModel';\r\nexport default {\r\n  components: {\r\n    SettingOutlined,\r\n    CloseOutlined,\r\n    RequestTrainingModal,\r\n  },\r\n  mixins: [spaceMixin],\r\n  inject: ['toast'],\r\n  data: function () {\r\n    return {\r\n      trainingBegin: false,\r\n      activeKey: '1',\r\n      infoMessage: null,\r\n      loadingModelList: false,\r\n      tasks: [],\r\n      isLoadingTasks: false,\r\n      reqAnnotation: true,\r\n      modelsList: [],\r\n      interval: null,\r\n      isTraining: false,\r\n      trainingProgress: 0,\r\n      stoppingDuraion: 60,\r\n      task_id: null,\r\n      currentPage: 1,\r\n      visiblePopConfirm: false,\r\n      tabActiveKeys: 'trained',\r\n      tasksBeingLabeled: [],\r\n      isLoadingTasksBeingLabeled: false,\r\n      tasksFailed: [],\r\n      isLoadingTasksFailed: false,\r\n      currentItem: ['training'],\r\n      showTrainingNoteModal: false,\r\n      showSetupTrainingModal: false,\r\n      additionalNote: '',\r\n      isSetToTraining: false,\r\n      setUpModelParameter: {},\r\n      columns: [\r\n        {\r\n          title: 'Model name',\r\n          dataIndex: 'taskName',\r\n        },\r\n        {\r\n          title: 'Start time',\r\n          dataIndex: 'status_update_time',\r\n        },\r\n      ],\r\n      columnsForTaskBeingTrained: [\r\n        {\r\n          title: 'Task name',\r\n          dataIndex: 'taskName',\r\n        },\r\n        {\r\n          title: 'Start time',\r\n          dataIndex: 'status_update_time',\r\n        },\r\n        {\r\n          title: 'Actions',\r\n          dataIndex: 'actions',\r\n          key: 'action',\r\n        },\r\n      ],\r\n      columnsForTaskFailed: [\r\n        {\r\n          title: 'Task name',\r\n          dataIndex: 'taskName',\r\n        },\r\n        {\r\n          title: 'Status Update Time',\r\n          dataIndex: 'status_update_time',\r\n        },\r\n        {\r\n          title: 'Failed Reason',\r\n          dataIndex: 'fail_reason',\r\n        },\r\n      ],\r\n    };\r\n  },\r\n\r\n  computed: {\r\n    ...mapGetters([\r\n      'taskName',\r\n      'taskDetails',\r\n      'organization',\r\n      'allTasks',\r\n      'selectedTask',\r\n      'isFetchingTasks',\r\n      'taskJson',\r\n      'modelChoice',\r\n    ]),\r\n\r\n    options() {\r\n      return getSortedTask(this.allTasks);\r\n    },\r\n\r\n    getModelsList() {\r\n      return this.modelsList;\r\n    },\r\n\r\n    modelsListLength() {\r\n      return this.modelsList.length;\r\n    },\r\n    pagination() {\r\n      return {\r\n        total: this.modelsList.length,\r\n        current: this.currentPage,\r\n        showSizeChanger: true,\r\n        position: ['bottomCenter'],\r\n      };\r\n    },\r\n  },\r\n\r\n  watch: {\r\n    selectedTask(value) {\r\n      if (!value) return;\r\n      this.fetchTaskDetails(value);\r\n    },\r\n\r\n    taskDetails(value) {\r\n      value && this.setTaskNameAndProcess(value);\r\n    },\r\n    taskJson(value) {\r\n      console.log('task json:', value);\r\n    },\r\n  },\r\n\r\n  created() {\r\n    this.getAllTasks();\r\n    this.getTrainedModels();\r\n    this.isModelTraining();\r\n    this.getTasksBeingAnnotated();\r\n    this.getTasksFailed();\r\n  },\r\n\r\n  beforeUnmount() {\r\n    clearInterval(this.interval);\r\n  },\r\n\r\n  methods: {\r\n    ...mapActions([\r\n      'getAllTasks',\r\n      'setSelectedTask',\r\n      'fetchTaskDetails',\r\n      'setTaskNameAndProcess',\r\n      'getTaskObjects',\r\n    ]),\r\n\r\n    handleTaskSelect(val) {\r\n      this.setSelectedTask(val);\r\n      this.$refs.train_task_select.blur();\r\n      this.getTaskObjects(this.selectedTask);\r\n    },\r\n\r\n    handleTableChange(pag) {\r\n      const { current } = pag;\r\n      this.currentPage = current;\r\n    },\r\n\r\n    async getTrainedModels() {\r\n      this.loadingModelList = true;\r\n      const [error, data] = await TaskService.fetchTrainedTasksByStatus(\r\n        trainingStatuses.trained\r\n      );\r\n      if (error) return;\r\n      this.modelsList = data?.map(({ task, ...model }) => ({\r\n        ...model,\r\n        taskId: task.id,\r\n        taskName: task.taskName,\r\n      }));\r\n      this.loadingModelList = false;\r\n    },\r\n\r\n    async getTrainingStatus(taskId) {\r\n      const [error, data] = await TaskService.fetchTaskStatus(taskId);\r\n      if (error) return;\r\n      if (data.train_status === trainingStatuses.trained) {\r\n        clearInterval(this.interval);\r\n        this.isTraining = false;\r\n        this.infoMessage = messages.noModelMessage;\r\n        this.getTrainedModels();\r\n      }\r\n    },\r\n\r\n    listenToTrainingProgress(taskId) {\r\n      this.getTrainingStatus(taskId);\r\n      this.interval = setInterval(this.getTrainingStatus, 10 * 1000, taskId);\r\n    },\r\n\r\n    async isModelTraining() {\r\n      const [error, data] = await TaskService.fetchTrainedTasksByStatus(\r\n        trainingStatuses.training\r\n      );\r\n      if (error) return;\r\n      if (data.length === 0) {\r\n        this.isTraining = false;\r\n        this.infoMessage = messages.noModelMessage;\r\n      } else {\r\n        this.isTraining = true;\r\n        const { id: taskId } = data[0]['task'];\r\n        this.setSelectedTask(taskId);\r\n        this.listenToTrainingProgress(taskId);\r\n      }\r\n    },\r\n\r\n    async getTasksBeingAnnotated() {\r\n      this.isLoadingTasksBeingLabeled = true;\r\n      const [error, data] = await TaskService.fetchTrainedTasksByStatus(\r\n        trainingStatuses.in_annotation\r\n      );\r\n      this.isLoadingTasksBeingLabeled = false;\r\n      if (error) return;\r\n      this.tasksBeingLabeled = data?.map(({ task, ...model }) => ({\r\n        ...model,\r\n        taskId: task.id,\r\n        taskName: task.taskName,\r\n      }));\r\n    },\r\n    async getTasksFailed() {\r\n      this.isLoadingTasksFailed = true;\r\n      const [error, data] = await TaskService.fetchTrainedTasksByStatus(\r\n        trainingStatuses.failed\r\n      );\r\n      this.isLoadingTasksFailed = false;\r\n      if (error) return;\r\n      this.tasksFailed = data?.map(({ task, ...model }) => ({\r\n        ...model,\r\n        taskId: task.id,\r\n        taskName: task.taskName,\r\n      }));\r\n    },\r\n\r\n    async sendReqAnnotationMail(taskName, taskId) {\r\n      const data_dict = {\r\n        recipient_email: ['support@retrocausal.ai'],\r\n        sender_email: 'postman@retrocausal.ai',\r\n        subject: `Annotation Requested for Task: ${taskName}`,\r\n        body: `Annotation Requested\\n\\nOrganization: ${this.organization}\\nTask Id: ${taskId}\\nTask Name: ${taskName}`,\r\n        topic_name: 'General',\r\n      };\r\n\r\n      const [error] = await NotificationService.sendNotificationEmail(\r\n        data_dict\r\n      );\r\n      if (error) {\r\n        console.log(error);\r\n      }\r\n    },\r\n\r\n    handleVisibleChange() {\r\n      const flag = this.modelsList.map((e) => e.id).includes(this.selectedTask);\r\n      if (flag) {\r\n        this.visiblePopConfirm = true;\r\n      } else {\r\n        this.startTraining();\r\n      }\r\n    },\r\n\r\n    async handleCheckTrainingStart() {\r\n      const { selectedTask: taskId } = this;\r\n      const [error, data] = await TaskService.fetchTaskStatus(taskId, false);\r\n      if (error) return;\r\n      const { train_status } = data;\r\n      if (\r\n        train_status === trainingStatuses.in_annotation ||\r\n        train_status === trainingStatuses.training\r\n      ) {\r\n        this.toast.info('This task is already in under training!');\r\n        return;\r\n      }\r\n      this.showTrainingNoteModal = true;\r\n    },\r\n\r\n    setShowSetupTrainingModal(value) {\r\n      this.showSetupTrainingModal = value;\r\n    },\r\n\r\n    setSetupModelParameter(payload) {\r\n      this.setUpModelParameter = payload;\r\n    },\r\n\r\n    async startTraining() {\r\n      if (!this.selectedTask) {\r\n        this.toast.info('Please select a task first!');\r\n        return;\r\n      }\r\n      const user = localStorage.getItem('role');\r\n      if (user !== roles.support_user) {\r\n        this.trainingBegin = true;\r\n        await this.performTraining();\r\n      } else this.showSetupTrainingModal = true;\r\n      this.trainingBegin = false;\r\n    },\r\n\r\n    async performTraining(data = {}) {\r\n      const requestTrainingModel = new RequestTrainingModel(\r\n        this.taskJson,\r\n        this.organization,\r\n        this.modelChoice\r\n      );\r\n      const result = await requestTrainingModel.requestTraining(\r\n        this.selectedTask,\r\n        data\r\n      );\r\n      if (result.status) {\r\n        this.toast.success(result.message);\r\n        // this.sendReqAnnotationMail(this.taskName, this.selectedTask);\r\n        this.getTasksBeingAnnotated();\r\n        this.getTasksFailed();\r\n      } else this.toast.error(result.message);\r\n    },\r\n\r\n    getTrainingPayload() {\r\n      const formData = new FormData();\r\n      const { id: taskId, taskName } = this.tasks.find(\r\n        (el) => el.id === this.selectedTask\r\n      );\r\n      formData.append('task_name', taskName);\r\n      formData.append('task_id', taskId);\r\n      formData.append('annotation', this.reqAnnotation ? 1 : 0);\r\n      formData.append('organization', this.organization);\r\n      return formData;\r\n    },\r\n\r\n    async stopTraining() {\r\n      const { taskName } = this.tasks.find((t) => t.id === this.selectedTask);\r\n      const payload = {\r\n        organization: this.organization,\r\n        task_name: taskName || this.taskName,\r\n      };\r\n\r\n      const [error] = await TaskService.stopTrainingOfTask(payload, false);\r\n      if (error) {\r\n        console.log('error in stop training!');\r\n        return;\r\n      }\r\n      this.startProcessing();\r\n    },\r\n\r\n    startProcessing() {\r\n      this.toast.success(messages.waitMessage);\r\n      this.infoMessage = '';\r\n      this.isTraining = false;\r\n      setTimeout(() => {\r\n        this.infoMessage = messages.noModelMessage;\r\n        this.toast.success(messages.stoppingMessage);\r\n        this.trainingProgress = 0;\r\n      }, this.stoppingDuraion * 1000);\r\n      clearInterval(this.interval);\r\n    },\r\n\r\n    formatDate(date) {\r\n      return dateHelper.formatDate(date);\r\n    },\r\n\r\n    async cancelTask(record) {\r\n      const id = record?.taskId?record?.taskId:record;\r\n      const payload = {\r\n        fail_reason: 'Cancelled by User',\r\n        train_status: trainingStatuses.failed,\r\n      };\r\n      const [error, _] = await TaskService.updateTrainedTask(id, payload, true);\r\n      if (error) {\r\n        this.toast.error('error occured in deleting record');\r\n        return;\r\n      }\r\n      this.toast.info('Training Cancelled');\r\n      this.getTasksBeingAnnotated();\r\n      this.getTasksFailed();\r\n      this.getTrainedModels();\r\n      this.isTraining = false;\r\n      this.infoMessage = messages.noModelMessage;\r\n    },\r\n  },\r\n};\r\n</script>\r\n<style scoped>\r\n.form-check {\r\n  padding-top: 1.5em;\r\n  display: flex;\r\n  align-items: center;\r\n}\r\n.lg-button {\r\n  white-space: nowrap;\r\n  overflow: hidden;\r\n  text-overflow: ellipsis;\r\n}\r\n.ant-tabs-content {\r\n  height: 100% !important;\r\n  overflow-y: auto !important;\r\n}\r\n</style>\r\n","const data = {\r\n  noModelMessage: 'No Models is being trained!',\r\n  stoppingMessage: 'Training Stopped Successfully!',\r\n  succesMessage: 'Training Stopped Successfully!',\r\n  waitMessage:\r\n    'Your request is being processed, Please wait for atleast 1 minute!',\r\n};\r\n\r\nexport default data;\r\n","import apiHelper from './index';\r\n\r\nasync function sendMailNotification(email_payload) {\r\n  return await apiHelper.post(\r\n    'notification_management/notify_assigned_users/',\r\n    email_payload,\r\n    false\r\n  );\r\n}\r\n\r\nasync function sendNotificationEmail(payload) {\r\n  return await apiHelper.post(\r\n    'notification_management/send_bulk_email/',\r\n    payload,\r\n    false\r\n  );\r\n}\r\n\r\nexport default { sendMailNotification, sendNotificationEmail };\r\n","<template>\r\n  <a-modal\r\n    :visible=\"showSetupTrainingModal\"\r\n    title=\"Setup Training\"\r\n    :mask-closable=\"false\"\r\n    @cancel=\"resetSetupTrainingModal\"\r\n    width=\"45vw\"\r\n    :bodyStyle=\"{ overflowY: 'auto' }\"\r\n    :destroyOnClose=\"true\"\r\n  >\r\n    <template #footer>\r\n      <a-button\r\n        type=\"primary\"\r\n        @click=\"handleSetupTraining\"\r\n        :loading=\"requestTrainingLoading\"\r\n        >Request Training</a-button\r\n      >\r\n    </template>\r\n    <a-tabs v-model:activeKey=\"activeKey\">\r\n      <!-- Setup Training Tab -->\r\n      <a-tab-pane key=\"1\" tab=\"Model Configuration\" forceRender>\r\n        <a-card title=\"Yolo Version\" size=\"small\" hoverable>\r\n          <a-select\r\n            class=\"w-100\"\r\n            v-model:value=\"selectedYoloVersion\"\r\n            :options=\"yoloVersionOptions\"\r\n          />\r\n        </a-card>\r\n        <a-card title=\"Yolo Variant\" size=\"small\" hoverable class=\"mt-1\">\r\n          <a-select\r\n            class=\"w-100\"\r\n            v-model:value=\"selectedYoloVariant\"\r\n            :options=\"yoloVariantOptions\"\r\n          />\r\n        </a-card>\r\n        <a-card title=\"Description\" size=\"small\" hoverable class=\"mt-1\">\r\n          <a-textarea v-model:value=\"trainingDescription\" />\r\n        </a-card>\r\n      </a-tab-pane>\r\n\r\n      <!-- Training Parameters Tab-->\r\n      <a-tab-pane\r\n        key=\"2\"\r\n        tab=\"Training Configuration\"\r\n        style=\"height: 60vh; overflow-y: auto\"\r\n      >\r\n        <a-card title=\"Training Parameters\" size=\"small\" hoverable>\r\n          <a-card title=\"Batch Size\" size=\"small\" hoverable class=\"mt-1\">\r\n            <a-input-number\r\n              class=\"w-100\"\r\n              v-model:value=\"trainingParams.batchSize\"\r\n              :min=\"0\"\r\n            />\r\n          </a-card>\r\n          <a-card title=\"Patience\" size=\"small\" hoverable class=\"mt-1\">\r\n            <a-input-number\r\n              class=\"w-100\"\r\n              v-model:value=\"trainingParams.patience\"\r\n              :min=\"0\"\r\n            />\r\n          </a-card>\r\n          <a-card title=\"Epochs\" size=\"small\" hoverable class=\"mt-1\">\r\n            <a-input-number\r\n              class=\"w-100\"\r\n              v-model:value=\"trainingParams.epochs\"\r\n              :min=\"0\"\r\n            />\r\n          </a-card>\r\n        </a-card>\r\n\r\n        <a-card title=\"Split Size\" size=\"small\" hoverable class=\"mt-3\">\r\n          <!-- <a-card title=\"Train\" size=\"small\" hoverable class=\"mt-1\">\r\n            <a-input-number\r\n              class=\"w-100\"\r\n              v-model:value=\"trainingParams.train\"\r\n              :min=\"0\"\r\n              :max=\"100\"\r\n              :step=\"10\"\r\n            />\r\n          </a-card> -->\r\n          <a-card title=\"Validation Split (%)\" size=\"small\" hoverable class=\"mt-1\">\r\n            <a-input-number\r\n              class=\"w-100\"\r\n              v-model:value=\"trainingParams.validation\"\r\n              :min=\"0\"\r\n              :max=\"100\"\r\n              :step=\"10\"\r\n            />\r\n          </a-card>\r\n        </a-card>\r\n        <!--\r\n        <a-card\r\n          v-if=\"taskObjectsName.length !== 0\"\r\n          title=\"Objects Split\"\r\n          size=\"small\"\r\n          hoverable\r\n          class=\"mt-3\"\r\n          :bodyStyle=\"{ overflowY: 'auto' }\"\r\n        >\r\n          <a-form\r\n            layout=\"horizontal\"\r\n            :label-col=\"{ span: 10 }\"\r\n            :wrapper-col=\"{ span: 14 }\"\r\n            :labelAlign=\"'right'\"\r\n            :colon=\"false\"\r\n            v-for=\"obj in taskObjectsName\"\r\n          >\r\n            <a-form-item :label=\"obj\">\r\n              <a-input-number\r\n                class=\"w-100\"\r\n                v-model:value=\"trainingParams.objects[obj]\"\r\n                :min=\"0\"\r\n                :max=\"100\"\r\n                :step=\"5\"\r\n              />\r\n            </a-form-item>\r\n          </a-form>\r\n        </a-card>\r\n        -->\r\n      </a-tab-pane>\r\n    </a-tabs>\r\n  </a-modal>\r\n</template>\r\n\r\n<script>\r\nimport { mapGetters } from 'vuex';\r\nexport default {\r\n  inject: ['toast'],\r\n  emits: ['performTraining', 'setShowSetupTrainingModal'],\r\n  props: ['showSetupTrainingModal'],\r\n  data() {\r\n    return {\r\n      activeKey: '1',\r\n      selectedYoloVersion: null,\r\n      selectedYoloVariant: null,\r\n      trainingDescription: null,\r\n      requestTrainingLoading: false,\r\n      yoloVersionOptions: [\r\n        { label: 'Yolov5', value: 'yolov5' },\r\n        { label: 'Yolov8', value: 'yolov8' },\r\n      ],\r\n      yoloVersionFive: ['nu', 'su', 'mu', 'lu', 'xu'],\r\n      yoloVersionEight: ['n', 's', 'm', 'l', 'x'],\r\n      trainingParams: {\r\n        batchSize: 32,\r\n        patience: 20,\r\n        epochs: 100,\r\n        validation: 20,\r\n      },\r\n    };\r\n  },\r\n\r\n  computed: {\r\n    ...mapGetters(['taskObjects']),\r\n\r\n    taskObjectsName() {\r\n      if (!this.taskObjects) return [];\r\n      let tasks = [];\r\n      this.taskObjects.forEach((object) => {\r\n        if (object.name) tasks.push(object.name);\r\n      });\r\n      this.trainingParams.objects = {};\r\n      tasks.forEach((value) => (this.trainingParams.objects[value] = 20));\r\n      return tasks;\r\n    },\r\n\r\n    isSetupTrianingDisabled() {\r\n      return !(\r\n        this.selectedYoloVersion &&\r\n        this.selectedYoloVariant &&\r\n        this.trainingDescription\r\n      );\r\n    },\r\n\r\n    isTrainingParamsDisabled() {\r\n      return !(\r\n        this.trainingParams.batchSize &&\r\n        this.trainingParams.patience &&\r\n        this.trainingParams.epochs\r\n      );\r\n    },\r\n\r\n    yoloVariantOptions() {\r\n      if (!this.selectedYoloVersion) return [];\r\n      if (this.selectedYoloVersion.toLowerCase() === 'yolov5') {\r\n        return this.yoloVersionFive.map((version) => {\r\n          return { label: version, value: version };\r\n        });\r\n      }\r\n\r\n      if (this.selectedYoloVersion.toLowerCase() === 'yolov8') {\r\n        return this.yoloVersionEight.map((version) => {\r\n          return { label: version, value: version };\r\n        });\r\n      }\r\n    },\r\n  },\r\n\r\n  methods: {\r\n    resetSetupTrainingModal() {\r\n      this.requestTrainingLoading = false;\r\n      this.selectedYoloVersion = null;\r\n      this.selectedYoloVariant = null;\r\n      this.trainingDescription = null;\r\n      this.trainingParams.batchSize = null;\r\n      this.trainingParams.epochs = null;\r\n      this.trainingParams.patience = null;\r\n      this.trainingParams.validation = null;\r\n      this.closeModal();\r\n    },\r\n\r\n    closeModal() {\r\n      this.$emit('setShowSetupTrainingModal', false);\r\n    },\r\n\r\n    async handleSetupTraining() {\r\n      this.requestTrainingLoading = true;\r\n      if (this.isSetupTrianingDisabled) {\r\n        this.requestTrainingLoading = false;\r\n        return this.toast.error(\r\n          'Please configure parameters of Model Configuration.'\r\n        );\r\n      }\r\n      // if (this.trainingParams.train + this.trainingParams.validation !== 100) {\r\n      //   this.requestTrainingLoading = false;\r\n      //   return this.toast.error(\r\n      //     'Please configure Training Split percentages add up to 100%.'\r\n      //   );\r\n      // }\r\n      const modelData = {\r\n        yolo_version: this.selectedYoloVersion,\r\n        yolo_variant: this.selectedYoloVariant,\r\n        model_version_description: this.trainingDescription,\r\n        batch_size: this.trainingParams.batchSize,\r\n        patience: this.trainingParams.patience,\r\n        epochs: this.trainingParams.epochs,\r\n        validation: this.trainingParams.validation / 100,\r\n      };\r\n      this.$emit('performTraining', modelData);\r\n      this.resetSetupTrainingModal();\r\n    },\r\n  },\r\n};\r\n</script>\r\n","import { render } from \"./RequestTrainingModal.vue?vue&type=template&id=7281d647\"\nimport script from \"./RequestTrainingModal.vue?vue&type=script&lang=js\"\nexport * from \"./RequestTrainingModal.vue?vue&type=script&lang=js\"\n\nimport exportComponent from \"C:\\\\Users\\\\mahal\\\\OneDrive\\\\Documents\\\\Retrocausal\\\\portal_frontend\\\\node_modules\\\\vue-loader-v16\\\\dist\\\\exportHelper.js\"\nconst __exports__ = /*#__PURE__*/exportComponent(script, [['render',render]])\n\nexport default __exports__","import trainingStatuses from 'src/config/training-status-config.js';\r\nimport TaskService from '@/services/tasks';\r\nimport SQSServices from '@/services/sqs';\r\nimport httpClient from 'src/service/httpClient';\r\n\r\nexport default class RequestTrainingModel {\r\n  constructor(taskJson, organization, modelChoice) {\r\n    this.taskJson = taskJson;\r\n    this.organization = organization;\r\n    this.modelChoice = modelChoice;\r\n  }\r\n\r\n  async send_sqs_msg_for_model_AD(data = {}) {\r\n    let payload = {\r\n      queueName: 'object-detection',\r\n      sqsMessage: {\r\n        task_id: this.taskJson.taskID,\r\n        name: this.taskJson.name,\r\n        organization: this.organization,\r\n        model_choice: this.modelChoice,\r\n      },\r\n    };\r\n\r\n    if (Object.keys(data).length) payload.sqsMessage = { ...payload.sqsMessage, ...data };\r\n\r\n    const [error] = await SQSServices.sendSQSMessage(payload);\r\n    if (error) {\r\n      console.error('error:', error);\r\n    }\r\n  }\r\n\r\n  async loadImagesForAnnotation(selectedTask) {\r\n    const res = await httpClient.getData(\r\n      `organization/task/annotation_image_list/${selectedTask}/`,\r\n      false\r\n    );\r\n    if (res === 'error') {\r\n      console.error('error in getting images');\r\n      return null;\r\n    }\r\n    return res.results;\r\n  }\r\n\r\n  async countAnnotatedFrames(selectedTask) {\r\n    const frames = await this.loadImagesForAnnotation(selectedTask);\r\n    let count = 0;\r\n\r\n    frames.forEach((img) => {\r\n      if (img.path_to_annotations) {\r\n        count++;\r\n      }\r\n    });\r\n\r\n    return count;\r\n  }\r\n\r\n  async requestTraining(selectedTask, data = {}) {\r\n    let message = '';\r\n    const model_choice = this.taskJson.training_params.model_choice;\r\n    if (\r\n      model_choice === 'Model AD' ||\r\n      model_choice === 'Model ADF' ||\r\n      model_choice === 'Model D'\r\n    ) {\r\n      const annotated_frames = await this.countAnnotatedFrames(selectedTask);\r\n\r\n      if (annotated_frames < 5) {\r\n        message = 'Please label atleast 5 frames';\r\n        return { message: message, status: false };\r\n      }\r\n\r\n      await this.send_sqs_msg_for_model_AD(data);\r\n    }\r\n\r\n    const payload = {\r\n      train_status: trainingStatuses.in_annotation,\r\n    };\r\n    const [error] = await TaskService.updateTrainedTask(selectedTask, payload);\r\n    if (error) {\r\n      message =\r\n        error?.response?.data?.detail ||\r\n        'Something went wrong, please try again later.';\r\n      return { message: message, status: false };\r\n    }\r\n    message = 'Task has been sent for training.';\r\n    return { message: message, status: true };\r\n  }\r\n}\r\n","import { render } from \"./TrainModel.vue?vue&type=template&id=a1659128&scoped=true\"\nimport script from \"./TrainModel.vue?vue&type=script&lang=js\"\nexport * from \"./TrainModel.vue?vue&type=script&lang=js\"\n\nimport \"./TrainModel.vue?vue&type=style&index=0&id=a1659128&scoped=true&lang=css\"\n\nimport exportComponent from \"C:\\\\Users\\\\mahal\\\\OneDrive\\\\Documents\\\\Retrocausal\\\\portal_frontend\\\\node_modules\\\\vue-loader-v16\\\\dist\\\\exportHelper.js\"\nconst __exports__ = /*#__PURE__*/exportComponent(script, [['render',render],['__scopeId',\"data-v-a1659128\"]])\n\nexport default __exports__","import { render } from \"./Index.vue?vue&type=template&id=7ed3e75c\"\nimport script from \"./Index.vue?vue&type=script&lang=js\"\nexport * from \"./Index.vue?vue&type=script&lang=js\"\n\nimport exportComponent from \"C:\\\\Users\\\\mahal\\\\OneDrive\\\\Documents\\\\Retrocausal\\\\portal_frontend\\\\node_modules\\\\vue-loader-v16\\\\dist\\\\exportHelper.js\"\nconst __exports__ = /*#__PURE__*/exportComponent(script, [['render',render]])\n\nexport default __exports__","// This icon file is generated automatically.\nvar SettingOutlined = { \"icon\": { \"tag\": \"svg\", \"attrs\": { \"viewBox\": \"64 64 896 896\", \"focusable\": \"false\" }, \"children\": [{ \"tag\": \"path\", \"attrs\": { \"d\": \"M924.8 625.7l-65.5-56c3.1-19 4.7-38.4 4.7-57.8s-1.6-38.8-4.7-57.8l65.5-56a32.03 32.03 0 009.3-35.2l-.9-2.6a443.74 443.74 0 00-79.7-137.9l-1.8-2.1a32.12 32.12 0 00-35.1-9.5l-81.3 28.9c-30-24.6-63.5-44-99.7-57.6l-15.7-85a32.05 32.05 0 00-25.8-25.7l-2.7-.5c-52.1-9.4-106.9-9.4-159 0l-2.7.5a32.05 32.05 0 00-25.8 25.7l-15.8 85.4a351.86 351.86 0 00-99 57.4l-81.9-29.1a32 32 0 00-35.1 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56.8-3.2 85 0l17.9 97 38.1 14.3c28.7 10.8 55.4 26.2 79.3 45.8l31.4 25.8 92.8-32.9c17 22.9 31.2 47.6 42.6 73.6L781.8 426l6.5 39.9zM512 326c-97.2 0-176 78.8-176 176s78.8 176 176 176 176-78.8 176-176-78.8-176-176-176zm79.2 255.2A111.6 111.6 0 01512 614c-29.9 0-58-11.7-79.2-32.8A111.6 111.6 0 01400 502c0-29.9 11.7-58 32.8-79.2C454 401.6 482.1 390 512 390c29.9 0 58 11.6 79.2 32.8A111.6 111.6 0 01624 502c0 29.9-11.7 58-32.8 79.2z\" } }] }, \"name\": \"setting\", \"theme\": \"outlined\" };\nexport default SettingOutlined;\n","import { createVNode as _createVNode } from \"vue\";\n\nfunction _objectSpread(target) { for (var i = 1; i < arguments.length; i++) { var source = arguments[i] != null ? Object(arguments[i]) : {}; var ownKeys = Object.keys(source); if (typeof Object.getOwnPropertySymbols === 'function') { ownKeys = ownKeys.concat(Object.getOwnPropertySymbols(source).filter(function (sym) { return Object.getOwnPropertyDescriptor(source, sym).enumerable; })); } ownKeys.forEach(function (key) { _defineProperty(target, key, source[key]); }); } return target; }\n\nfunction _defineProperty(obj, key, value) { if (key in obj) { Object.defineProperty(obj, key, { value: value, enumerable: true, configurable: true, writable: true }); } else { obj[key] = value; } return obj; }\n\n// GENERATE BY ./scripts/generate.ts\n// DON NOT EDIT IT MANUALLY\nimport SettingOutlinedSvg from \"@ant-design/icons-svg/es/asn/SettingOutlined\";\nimport AntdIcon from '../components/AntdIcon';\n\nvar SettingOutlined = function SettingOutlined(props, context) {\n  var p = _objectSpread({}, props, context.attrs);\n\n  return _createVNode(AntdIcon, _objectSpread({}, p, {\n    \"icon\": SettingOutlinedSvg\n  }), null);\n};\n\nSettingOutlined.displayName = 'SettingOutlined';\nSettingOutlined.inheritAttrs = false;\nexport default SettingOutlined;","import ApiHelper from './index';\r\n\r\nconst sendSQSMessage = async (payload, spinner = true) => {\r\n  return await ApiHelper.post('generic/send_sqs_message/', payload, spinner);\r\n};\r\n\r\nexport default {\r\n  sendSQSMessage,\r\n};\r\n"],"sourceRoot":""}