aiforge/web_src/js/components/Model.vue

<template>
  <div>
    <div class="ui container" id="header">
      <el-row style="margin-top: 15px">
        <el-table
          ref="table"
          :data="tableData"
          style="min-width: 100%"
          row-key="rowKey"
          lazy
          :load="load"
          :tree-props="{ children: 'Children', hasChildren: 'hasChildren' }"
          :header-cell-style="tableHeaderStyle"
        >
          <el-table-column
            prop="Name"
            :label="i18n.model_name"
            align="left"
            min-width="17%"
          >
            <template slot-scope="scope">
              <div class="expand-icon" v-if="scope.row.hasChildren === false">
                <i class="el-icon-arrow-right"></i>
              </div>
              <!-- <i class="el-icon-time"></i> -->
              <a
                class="text-over"
                :href="showinfoHref + scope.row.Name"
                :title="scope.row.Name"
                >{{ scope.row.Name }}</a
              >
            </template>
          </el-table-column>
          <el-table-column
            prop="Status"
            :label="i18n.model_status"
            align="center"
            min-width="6.5%"
          >
            <template slot-scope="scope">
              <span class="text-over" :title="scope.row.Status_title">
                <i style="vertical-align: middle" :class="scope.row.Status"></i
              ></span>
            </template>
          </el-table-column>
          <el-table-column
            prop="Version"
            :label="i18n.model_version"
            align="center"
            min-width="6%"
          >
            <template slot-scope="scope">
              <span class="text-over" :title="scope.row.Version">{{
                scope.row.Version
              }}</span>
            </template>
          </el-table-column>
          <el-table-column
            prop="VersionCount"
            :label="i18n.model_version_num"
            align="center"
            min-width="7%"
          >
            <template slot-scope="scope">
              <span class="text-over" :title="scope.row.VersionCount">{{
                scope.row.VersionCount
              }}</span>
            </template>
          </el-table-column>

          <el-table-column
            prop="Size"
            :label="i18n.model_size"
            align="center"
            min-width="10%"
          >
            <template slot-scope="scope">
              <span class="text-over">{{ renderSize(scope.row.Size) }}</span>
            </template>
          </el-table-column>
          <el-table-column
            prop="EngineName"
            :label="i18n.model_egine"
            align="center"
            min-width="8%"
          >
            <template slot-scope="scope">
              <span class="text-over" :title="scope.row.EngineName">{{
                scope.row.EngineName
              }}</span>
            </template>
          </el-table-column>
          <el-table-column
            prop="ComputeResource"
            :label="i18n.model_compute_resource"
            align="center"
            min-width="8%"
          >
            <template slot-scope="scope">
              <span class="text-over">{{ scope.row.ComputeResource }}</span>
            </template>
          </el-table-column>
          <el-table-column
            prop="CreatedUnix"
            :label="i18n.model_create_time"
            align="center"
            min-width="13.75%"
          >
            <template slot-scope="scope">
              {{ transTime(scope.row.CreatedUnix) }}
            </template>
          </el-table-column>
          <el-table-column
            prop="UserName"
            :label="i18n.model_creator"
            align="center"
            min-width="6.75%"
          >
            <template slot-scope="scope">
              <a
                :href="!scope.row.UserName ? '#' : '/' + scope.row.UserName"
                :title="scope.row.UserName || defaultAvatarName"
              >
                <img
                  class="ui avatar image"
                  :src="scope.row.UserRelAvatarLink || defaultAvatar"
                />
              </a>
            </template>
          </el-table-column>

          <el-table-column
            :label="i18n.model_operation"
            min-width="17%"
            align="center"
          >
            <template slot-scope="scope">
              <div class="space-around">
                <a
                  :style="{
                    visibility: !scope.row.Children ? 'visible' : 'hidden',
                  }"
                  :class="{ disabled: !scope.row.IsCanOper }"
                  @click="
                    showcreateVue(
                      scope.row.Name,
                      scope.row.Version,
                      scope.row.Label
                    )
                  "
                  >{{ i18n.model_create_new_ver }}</a
                >
                <a
                  :href="loadhref + scope.row.ID"
                  :class="{ disabled: !scope.row.IsCanOper }"
                  >{{ i18n.model_download }}</a
                >
                <a
                  :class="{ disabled: !scope.row.IsCanDelete }"
                  @click="
                    deleteModel(scope.row.ID, scope.row.cName, scope.row.rowKey)
                  "
                  >{{ i18n.model_delete }}</a
                >
              </div>
            </template>
          </el-table-column>
        </el-table>
      </el-row>
      <div class="ui container" style="margin-top: 50px; text-align: center">
        <el-pagination
          background
          @size-change="handleSizeChange"
          @current-change="handleCurrentChange"
          :current-page="currentPage"
          :page-sizes="[5, 10, 15]"
          :page-size="pageSize"
          layout="total, sizes, prev, pager, next, jumper"
          :total="totalNum"
        >
        </el-pagination>
      </div>
    </div>
  </div>
</template>

<script>
const { _AppSubUrl, _StaticUrlPrefix, csrf } = window.config;

export default {
  components: {},
  data() {
    return {
      i18n: {},
      currentPage: 1,
      pageSize: 10,
      totalNum: 0,
      params: { page: 0, pageSize: 10 },
      tableData: [],
      url: "",
      isLoading: true,
      loadNodeMap: new Map(),
      submitId: {},
      defaultAvatar: "/user/avatar/Ghost/-1",
      defaultAvatarName: "Ghost",
      data: "",
      timer: null,
      timerFlag: false,
    };
  },
  methods: {
    load(tree, treeNode, resolve) {
      try {
        this.loadNodeMap.set(tree.cName, { tree, treeNode, resolve });
        this.$axios
          .get(this.url + "show_model_child_api", {
            params: {
              name: tree.cName,
            },
          })
          .then((res) => {
            let TrainTaskInfo;
            let tableData;
            tableData = res.data;
            for (let i = 0; i < tableData.length; i++) {
              TrainTaskInfo = JSON.parse(tableData[i].TrainTaskInfo);
              tableData[i].EngineName = this.getEngineName(tableData[i]);
              tableData[i].ComputeResource = TrainTaskInfo.ComputeResource;
              tableData[i].cName = tableData[i].Name;
              tableData[i].rowKey = tableData[i].ID + Math.random();
              tableData[i].Name = "";
              tableData[i].VersionCount = "";
              tableData[i].Children = true;
            }
            resolve(tableData || []);
          });
      } catch (e) {
        this.loading = false;
      }
    },
    tableHeaderStyle({ row, column, rowIndex, columnIndex }) {
      if (rowIndex === 0) {
        return "background:#f5f5f6;color:#606266";
      }
    },
    handleSizeChange(val) {
      this.params.pageSize = val;
      this.getModelList();
    },
    handleCurrentChange(val) {
      this.params.page = val;
      this.getModelList();
    },
    showcreateVue(name, version, label) {
      let title = this.i18n.model_create_version_title;
      $(".ui.modal.second")
        .modal({
          centered: false,
          onShow: function () {
            $("#model_header").text(title);
            $('input[name="Name"]').addClass("model_disabled");
            $('input[name="Name"]').attr("readonly", "readonly");
            $('input[name="modelSelectedFile"]').attr("readonly", "readonly");
            $('input[name="Version"]').addClass("model_disabled");
            $(".ui.dimmer").css({
              "background-color": "rgb(136, 136, 136,0.7)",
            });
            $("#job-name").empty();
            $("#name").val(name);
            $("#label").val(label);
            let version_string = versionAdd(version);
            $("#version").val(version_string);
            loadTrainList();
          },
          onHide: function () {
            document.getElementById("formId").reset();
            $('input[name="Name"]').removeClass("model_disabled");
            $('input[name="Name"]').removeAttr("readonly");
            $('input[name="modelSelectedFile"]').removeAttr("readonly");
            var cityObj = $("#modelSelectedFile");
            cityObj.attr("value", "");
            $("#choice_model").dropdown("clear");
            $("#choice_version").dropdown("clear");
            $("#choice_Engine").dropdown("clear");
            $(".ui.dimmer").css({ "background-color": "" });
            $(".ui.error.message").text();
            $(".ui.error.message").css("display", "none");
          },
        })
        .modal("show");
    },
    check() {
      let jobid = document.getElementById("JobId").value;
      let versionname = document.getElementById("VersionName").value;
      let name = document.getElementById("name").value;
      let version = document.getElementById("version").value;
      let modelSelectedFile =
        document.getElementById("modelSelectedFile").value;
      if (jobid == "") {
        $(".required.ten.wide.field").addClass("error");
        return false;
      } else {
        $(".required.ten.wide.field").removeClass("error");
      }
      if (modelSelectedFile == "") {
        $("#modelSelectedFile").addClass("error");
        return false;
      } else {
        $("#modelSelectedFile").removeClass("error");
      }
      if (versionname == "") {
        $(".required.six.widde.field").addClass("error");
        return false;
      } else {
        $(".required.six.widde.field").removeClass("error");
      }

      if (name == "") {
        $("#modelname").addClass("error");
        return false;
      } else {
        $("#modelname").removeClass("error");
      }
      if (versionname == "") {
        $("#verionname").addClass("error");
        return false;
      } else {
        $("#verionname").removeClass("error");
      }
      return true;
    },
    submit() {
      let context = this;
      let flag = this.check();
      if (flag) {
        let cName = $("input[name='Name']").val();
        let version = $("input[name='Version']").val();
        let data = $("#formId").serialize();
        const initModel = $("input[name='initModel']").val();
        let url_href =
          version === "0.0.1"
            ? context.url_create_newModel
            : context.url_create_newVersion;
        $("#mask").css({ display: "block", "z-index": "9999" });

        $.ajax({
          url: url_href,
          type: "POST",
          data: data,
          success: function (res) {
            context.getModelList();
            $("input[name='modelSelectedFile']").val("");
            $(".ui.modal.second").modal("hide");
            if (initModel === "0") {
              location.reload();
            }
          },
          error: function (xhr) {
            // 隐藏 loading
            // 只有请求不正常（状态码不为200）才会执行
            $(".ui.error.message").text(xhr.responseText);
            $(".ui.error.message").css("display", "block");
          },
          complete: function (xhr) {
            $("#mask").css({ display: "none", "z-index": "1" });
          },
        });
      } else {
        return false;
      }
    },
    loadrefresh(row) {
      const store = this.$refs.table.store;
      if (!this.loadNodeMap.get(row.cName)) {
        const parent = store.states.data;
        const index = parent.findIndex((child) => child.rowKey == row.rowKey);
        this.getModelList();
      } else {
        let { tree, treeNode, resolve } = this.loadNodeMap.get(row.cName);
        const keys = Object.keys(store.states.lazyTreeNodeMap);
        if (keys.includes(row.rowKey)) {
          this.getModelList();
        } else {
          let parentRow = store.states.data.find(
            (child) => child.cName == row.cName
          );
          let childrenIndex = store.states.lazyTreeNodeMap[
            parentRow.rowKey
          ].findIndex((child) => child.rowKey == row.rowKey);
          parentRow.VersionCount = parentRow.VersionCount - 1;
          const parent = store.states.lazyTreeNodeMap[parentRow.rowKey];
          if (parent.length === 1) {
            this.getModelList();
          } else {
            parent.splice(childrenIndex, 1);
          }
        }
      }
    },
    deleteModel(id, name, rowKey) {
      let row = { cName: name, ID: id, rowKey: rowKey };
      let _this = this;
      let flag = 1;
      $(".ui.basic.modal.first")
        .modal({
          onDeny: function () {
            flag = false;
          },
          onApprove: function () {
            _this.$axios
              .delete(_this.url + "delete_model", {
                params: {
                  ID: id,
                },
              })
              .then((res) => {
                _this.loadrefresh(row);
                // _this.getModelList()
              });
            flag = true;
          },
          onHidden: function () {
            if (flag == false) {
              $(".alert")
                .html("您已取消操作")
                .removeClass("alert-success")
                .addClass("alert-danger")
                .show()
                .delay(1500)
                .fadeOut();
            } else {
              $(".alert")
                .html("删除成功")
                .removeClass("alert-danger")
                .addClass("alert-success")
                .show()
                .delay(1500)
                .fadeOut();
            }
          },
        })
        .modal("show");
    },
    getEngineName(model) {
      if (model.Engine == 0) {
        return "PyTorch";
      } else if (model.Engine == 1 || model.Engine == 121) {
        return "TensorFlow";
      } else if (
        model.Engine == 2 ||
        model.Engine == 122 ||
        model.Engine == 35
      ) {
        return "MindSpore";
      } else if (model.Engine == 4) {
        return "PaddlePaddle";
      } else if (model.Engine == 5) {
        return "OneFlow";
      } else if (model.Engine == 6) {
        return "MXNet";
      } else {
        return "Other";
      }
    },
    intervalModelist() {
      if (!this.timerFlag) {
        this.timer = setInterval(() => {
          this.getModelList();
        }, 10000);
      }
    },
    getModelList() {
      let countStatus = 0;
      try {
        this.loadNodeMap.clear();
        this.$axios
          .get(location.href + "_api", {
            params: this.params,
          })
          .then((res) => {
            $(".ui.grid").removeAttr("style");
            $("#loadContainer").removeClass("loader");
            let TrainTaskInfo;
            this.tableData = res.data.data;
            for (let i = 0; i < this.tableData.length; i++) {
              TrainTaskInfo = JSON.parse(this.tableData[i].TrainTaskInfo);
              this.tableData[i].cName = this.tableData[i].Name;
              this.tableData[i].rowKey = this.tableData[i].ID + Math.random();
              this.tableData[i].EngineName = this.getEngineName(
                this.tableData[i]
              );
              this.tableData[i].ComputeResource = TrainTaskInfo.ComputeResource;
              this.tableData[i].hasChildren =
                res.data.data[i].VersionCount === 1 ? false : true;
              if (this.tableData[i].Status !== 1) {
                countStatus++;
              }

              switch (this.tableData[i].Status) {
                case 1:
                  this.tableData[i].Status = "WAITING";
                  this.tableData[i].Status_title = this.i18n.model_wait;
                  break;
                case 2:
                  this.tableData[i].Status = "FAILED";
                  this.tableData[i].Status_title = this.tableData[i].StatusDesc;
                  break;
                default:
                  this.tableData[i].Status = "SUCCEEDED";
                  this.tableData[i].Status_title = this.i18n.model_success;
                  break;
              }
            }
            this.totalNum = res.data.count;
            if (countStatus === this.tableData.length) {
              clearInterval(this.timer);
              this.timer = null;
              this.timerFlag = false;
            } else {
              this.intervalModelist();
              this.timerFlag = true;
            }
          })
          .catch((err) => {
            console.log(err);
          });
      } catch (e) {
        console.log(e);
      }
    },
  },
  computed: {
    loadhref() {
      return this.url + "downloadall?ID=";
    },
    showinfoHref() {
      return this.url + "show_model_info?name=";
    },
    transTime() {
      return function (time) {
        let date = new Date(time * 1000); //时间戳为10位需*1000，时间戳为13位的话不需乘1000
        let Y = date.getFullYear() + "-";
        let M =
          (date.getMonth() + 1 < 10
            ? "0" + (date.getMonth() + 1)
            : date.getMonth() + 1) + "-";
        let D =
          (date.getDate() < 10 ? "0" + date.getDate() : date.getDate()) + " ";
        let h =
          (date.getHours() < 10 ? "0" + date.getHours() : date.getHours()) +
          ":";
        let m =
          (date.getMinutes() < 10
            ? "0" + date.getMinutes()
            : date.getMinutes()) + ":";
        let s =
          date.getSeconds() < 10 ? "0" + date.getSeconds() : date.getSeconds();
        return Y + M + D + h + m + s;
      };
    },
    renderSize() {
      return function (value) {
        if (null == value || value == "") {
          return "0 Bytes";
        }
        var unitArr = new Array(
          "Bytes",
          "KB",
          "MB",
          "GB",
          "TB",
          "PB",
          "EB",
          "ZB",
          "YB"
        );
        var index = 0;
        var srcsize = parseFloat(value);
        index = Math.floor(Math.log(srcsize) / Math.log(1024));
        var size = srcsize / Math.pow(1024, index);
        size = size.toFixed(2); //保留的小数位数
        return size + unitArr[index];
      };
    },
  },
  mounted() {
    this.submitId = document.getElementById("submitId");
    this.intervalModelist();
    this.url = location.href.split("show_model")[0];
    this.submitId.addEventListener("click", this.submit);
    this.url_create_newVersion = this.url + "create_model";
    this.url_create_newModel = this.url + "create_new_model";
  },
  created() {
    if (document.documentElement.attributes["lang"].nodeValue == "en-US") {
      this.i18n = this.$locale.US;
    } else {
      this.i18n = this.$locale.CN;
    }
    this.getModelList();
  },
  beforeDestroy() {
    // 实例销毁之前对点击事件进行解绑
    this.submitId.removeEventListener("click", this.submit);
    clearInterval(this.timer);
  },
};
</script>

<style scoped>
.text-over {
  overflow: hidden;
  text-overflow: ellipsis;
  vertical-align: middle;
  white-space: nowrap;
}

.el-icon-arrow-right {
  font-family: element-icons !important;
  speak: none;
  font-style: normal;
  font-weight: 400;
  font-feature-settings: normal;
  font-variant: normal;
  text-transform: none;
  line-height: 1;
  vertical-align: middle;
  display: inline-block;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  border: 1px solid #d4d4d5;
  border-radius: 50%;
  color: #d4d4d5;
  margin-right: 4px;
}

.el-icon-arrow-right::before {
  content: "\e6e0";
}

.expand-icon {
  display: inline-block;
  width: 20px;
  line-height: 20px;
  height: 20px;
  text-align: center;
  margin-right: 3px;
  font-size: 12px;
}

/deep/ .el-table_1_column_1.is-left .cell {
  padding-right: 0px !important;
  white-space: nowrap;
}

/deep/ .el-table__expand-icon .el-icon-arrow-right {
  font-family: element-icons !important;
  speak: none;
  font-style: normal;
  font-weight: 400;
  font-feature-settings: normal;
  font-variant: normal;
  text-transform: none;
  line-height: 1;
  vertical-align: middle;
  display: inline-block;
  -webkit-font-smoothing: antialiased;
  -moz-osx-font-smoothing: grayscale;
  border: 1px solid #3291f8;
  border-radius: 50%;
  color: #3291f8;
  margin-right: 4px;
}

.space-around {
  display: flex;
  justify-content: space-around;
}

.disabled {
  cursor: default;
  pointer-events: none;
  color: rgba(0, 0, 0, 0.6) !important;
  opacity: 0.45 !important;
}
</style>