aiforge/templates/repo/modelarts/inferencejob/new.tmpl

{{template "base/head" .}}
<style>
.unite{
    font-family: SourceHanSansSC-medium !important;
    color: rgba(16, 16, 16, 100) !important;
}

.title{
    font-size: 16px !important;
    padding-left: 3rem !important;
}
.min_title{
    font-size: 14px !important;
    padding-left: 6rem !important;
    margin-bottom: 2rem !important;

}
.width80{
    width: 80.7% !important;
}
.width84{
    width: 84% !important;
    margin-left: 5.1rem !important;
}
.width35{
    width: 35.5% !important;
}


.nowrap {
    white-space: nowrap !important;
}
</style>
<div id="mask">
        <div id="loadingPage">
            <div class="rect1"></div>
            <div class="rect2"></div>
            <div class="rect3"></div>
            <div class="rect4"></div>
            <div class="rect5"></div>
        </div>
</div>
<div class="repository">
    {{template "repo/header" .}}
    <div class="ui container">
        {{template "base/alert" .}}
        <h4 class="ui top attached header">
            {{.i18n.Tr "repo.modelarts.train_job.new"}}
        </h4>
        <div class="ui attached segment">
            <!-- equal width  -->
            <form class="ui form" action="{{.Link}}" method="post">
                {{.CsrfTokenHtml}}
                <input type="hidden" name="action" value="update">
                <input type="hidden" id="ai_engine_name" name="engine_names" value="">
                <input type="hidden" id="ai_flaver_name" name="flaver_names" value="">
                <input type="hidden" id="ai_model_version" name="model_version" value="">
                <input type="hidden" id="ai_model_label" name="label_names" value="">
                <h4 class="unite title ui header ">{{.i18n.Tr "repo.modelarts.train_job.basic_info"}}:</h4>
                <div class="required unite min_title inline field">
                    <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.job_name"}}</label>
                    <input style="width: 60%;" name="job_name" id="trainjob_job_name" placeholder={{.i18n.Tr "repo.modelarts.train_job.job_name"}} value="{{.job_name}}" tabindex="3" autofocus required maxlength="36">
                    <span class="tooltips" style="display: block;">请输入只包含大小写字母、数字、_和-，最长36个字符。</span>
                </div>
                
                <div class="unite min_title inline field">
                    <label style="font-weight: normal;" for="description">{{.i18n.Tr "repo.modelarts.train_job.description"}}</label>&nbsp;&nbsp;
                    <textarea style="width: 80%;" id="description" name="description" rows="3" maxlength="254" placeholder={{.i18n.Tr "repo.modelarts.train_job.new_place"}} onchange="this.value=this.value.substring(0, 255)" onkeydown="this.value=this.value.substring(0, 255)" onkeyup="this.value=this.value.substring(0, 255)"></textarea>
                </div>
                <div class="ui divider"></div>

                <!-- 模型相关配置 -->
                <h4 class="unite title ui header ">{{.i18n.Tr "repo.modelarts.train_job.parameter_setting"}}:</h4>
                <div class="required unite inline min_title  fields" style="width: 91.8%;">
                    <div class="required eight wide field">
                        <label style="font-weight: normal;white-space: nowrap;">{{.i18n.Tr "repo.modelarts.infer_job.select_model"}}</label>&nbsp;&nbsp;
                        <div class="ui fluid search selection dropdown loading" id="select_model">
                            {{if $.ckpt_name}}
                            <input type="hidden" name="model_name" value="{{$.model_name}}" required>
                            <div class="text">{{$.model_name}}</div>
                            {{else}}
                            <input type="hidden" name="model_name" required>
                            <div class="text"></div>
                            {{end}}
                            <i class="dropdown icon"></i>
                            <div class="menu" id="model_name">
                            </div>
                        </div>
                      </div>
                      <div class="three wide field">
                        <div class="ui fluid search selection dropdown" id="select_model_version">
                            {{if $.ckpt_name}}
                            <input type="hidden" name="train_url" value="{{$.model_version}}" required>
                            <div class="text">{{$.model_version}}</div>
                            {{else}}
                            <input type="hidden" name="train_url" required>
                            <div class="text"></div>
                            {{end}}
                            <i class="dropdown icon"></i>
                            <div class="menu" id="model_name_version">
                            </div>
                            
                        </div>
                      </div>
                      <div class="five wide field">
                        <div class="ui fluid search selection dropdown" id="select_model_checkpoint">
                            {{if $.ckpt_name}}
                            <input type="hidden" name="ckpt_name" value="{{$.ckpt_name}}" required>
                            <div class="text">{{$.ckpt_name}}</div>
                            {{else}}
                            <input type="hidden" name="ckpt_name" required>
                            <div class="text"></div>
                            {{end}}
                            <i class="dropdown icon"></i>
                            <div class="menu" id="model_checkpoint">
                            </div>
                        </div>
                        
                      </div>
                      <span >
                        <i class="question circle icon" data-content="模型文件位置存储在环境变量ckpt_path中。" data-position="top center" data-variation="inverted mini"></i>
                    </span>
                </div>
                <!-- AI引擎 -->
                <div class="required unite inline min_title  fields" style="width: 90%;">
                    <div class="required eight wide field">
                        <label style="font-weight: normal;white-space: nowrap;">{{.i18n.Tr "repo.modelarts.train_job.AI_driver"}}</label>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
                        <select class="ui fluid selection search dropdown" id="trainjob_engines">
                            {{range .engines}}
                                <option value="{{.Value}}">{{.Value}}</option>
                            {{end}}
                          </select>
                      </div>
                      <div class="eight wide field" id="engine_name">
                        <select class="ui fluid selection dropdown nowrap" id="trainjob_engine_versions" name="engine_id" style="white-space: nowrap;">
                            {{range .engine_versions}}
                                <option name="engine_id" value="{{.ID}}">{{.Value}}</option>
                            {{end}}
                        </select>
                      </div>
                </div>
                <!-- 代码分支 -->
                <div class="required unite min_title inline field">
                        <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.code_version"}}</label>&nbsp;
                        <select class="ui dropdown width35" id="code_version" name="branch_name">
                            {{if .branch_name}}
                                <option name="branch_name" value="{{.branch_name}}">{{.branch_name}}</option>
                                {{range $k, $v :=.Branches}}
                                    {{ if ne $v $.branch_name }}
                                    <option name="branch_name" value="{{$v}}">{{$v}}</option>
                                    {{end}}
                                {{end}}
                            {{else}}
                                <option name="branch_name" value="{{.branchName}}">{{.branchName}}</option>
                                {{range $k, $v :=.Branches}}
                                    {{ if ne $v $.branchName }}
                                    <option name="branch_name" value="{{$v}}">{{$v}}</option>
                                    {{end}}
                                {{end}}
                            {{end}}
                        </select>
                </div>
                <!-- 数据集 -->
                <div class="required unite min_title inline field">
                    <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.dataset"}}</label>&nbsp;&nbsp;&nbsp;&nbsp;
                    <select class="ui dropdown width35" id="trainjob_datasets" name="attachment" placeholder="选择数据集" required>
                        {{if $.uuid}}
                            <option name="attachment" value="{{$.uuid}}">{{$.datasetName}}</option>
                        {{end}}
                        {{range .attachments}}
                            <option value="">选择数据集</option>
                            <option name="attachment" value="{{.UUID}}">{{.Attachment.Name}}</option>
                        {{end}}
                    </select>
                    <span>
                        <i class="question circle icon" data-content="数据集位置存储在环境变量data_url中。" data-position="top center" data-variation="inverted mini"></i>
                    </span>
                    <span class="tooltips" style="display: block;">数据集位置存储在环境变量data_url中，推理输出路径存储在环境变量result_url中。</span>
                </div>
                <!-- 启动文件 -->
                <div class="inline unite min_title field required">
                        <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.start_file"}}</label>&nbsp;
                        {{if .bootFile}}
                            <input style="width: 35.5%;" name="boot_file" id="trainjob_boot_file" value="{{.bootFile}}" tabindex="3" autofocus required maxlength="254" >
                        {{else}}
                            <input style="width: 35.5%;" name="boot_file" id="trainjob_boot_file" value="" tabindex="3" autofocus required maxlength="254" >
                        {{end}}
                        <span >
                            <i class="question circle icon" data-content={{.i18n.Tr "repo.modelarts.train_job.boot_file_helper"}} data-position="top center" data-variation="inverted mini"></i>
                        </span>
                        <a  href="https://git.openi.org.cn/OpenIOSSG/MINIST_Example" target="_blank">查看样例</a>
                </div>
                
                <!-- 运行参数 -->
                <div class="inline unite min_title field">
                    <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.run_parameter"}}</label>&nbsp;&nbsp;
                    <span id="add_run_para" style="margin-left: 0.5rem;cursor:pointer;color: rgba(3, 102, 214, 100);font-size: 14px;line-height: 26px;font-family: SourceHanSansSC-medium;"><i class="plus square outline icon"></i>{{.i18n.Tr "repo.modelarts.train_job.add_run_parameter"}}</span>
                    <input  id="store_run_para" type="hidden" name="run_para_list">
                    <div class="dynamic field" style="margin-top: 1rem;">
                    {{if ne 0 (len .params)}}
                        {{range $k ,$v := .params}}
                            <div class="two fields width84" id="para{{$k}}">
                                <div class="field">
                                    <input type="text" name="shipping_first-name" value={{$v.Label}} required>
                                </div>
                                <div class="field">
                                    <input type="text" name="shipping_last-name" value={{$v.Value}} required>
                                </div>
                                <span>
                                    <i class="trash icon"></i>
                                </span>

                            </div>
                        {{end}}
                    {{end}}
                    </div>
                </div>
                
                <div class="required field " style="display: none;">
                    <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.resource_pool"}}</label>
                    <select class="ui dropdown" id="trainjob_resource_pool" style='width:385px' name="pool_id">
                        {{range .resource_pools}}
                            <option value="{{.ID}}">{{.Value}}</option>
                        {{end}}
                    </select>
                </div>
                <!-- 规格 -->
                <div class="required unite min_title inline field" id="flaver_name">
                    <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.standard"}}</label>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;
                    <select class="ui dropdown width80" id="trainjob-flavor" name="flavor">
                        {{range .flavor_infos}}
                            <option name="flavor" value="{{.Code}}">{{.Value}}</option>
                        {{end}}
                    </select>
                </div>
                <!-- 计算节点 -->
                <div class="inline required unite min_title field">
                    <label style="font-weight: normal;">{{.i18n.Tr "repo.modelarts.train_job.amount_of_compute_node"}}</label>
                    
                    <div class="ui labeled input" style="width: 5%;">
                        <input style="border-radius: 0;text-align: center;" name="work_server_number" id="trainjob_work_server_num" tabindex="3" autofocus required maxlength="254" value="1" readonly>
                    </div>
                </div>
                <!-- 表单操作 -->
                <div class="inline unite min_title field">
                    <button class="ui create_train_job green button">
                    {{.i18n.Tr "repo.cloudbrain.new"}}
                    </button>
                    <a class="ui button" href="/">{{.i18n.Tr "repo.cloudbrain.cancel"}}</a>
                </div>       
                <!-- 模态框 -->
            </form>
        </div>
    </div>
</div>
{{template "base/footer" .}}

<script>
    const RepoLink = {{.RepoLink}}
    const url_href = window.location.pathname.split('create')[0]
    let nameMap,nameList
    $(".ui.button").attr('href',url_href)
    // 获取模型列表和模型名称对应的模型版本
    $.get(`${RepoLink}/modelmanage/query_model_for_predict`, (data) => {
        nameMap = data.nameMap
        nameList = data.nameList
        let html = ''
        nameList.forEach(element => {
            html += `<div class="item" data-value=${element}>${element}</div>`
        });
        const initModelVersion = nameMap[nameList[0]][0]
        const initTrainTaskInfo = JSON.parse(initModelVersion.TrainTaskInfo)
        $('#model_name').append(html)
        $('#select_model').removeClass("loading")
        $("#select_model").dropdown('set text',nameList[0])
        $("#select_model").dropdown('set value',nameList[0],nameList[0])
    })
    // 根据选中的模型名称获取相应的模型版本
    $(function(){
        $('#select_model').dropdown({
            onChange: function(value, text, $selectedItem) {
                $("#select_model_version").addClass("loading")
                $('#model_name_version').empty()
                let html = ''
                nameMap[value].forEach(element => {
                    let {TrainTaskInfo} = element
                    TrainTaskInfo = JSON.parse(TrainTaskInfo)
                    html += `<div class="item" data-label="${element.Label}" data-id="${element.ID}" data-value="${TrainTaskInfo.TrainUrl}">${element.Version}</div>`
                });
                $('#model_name_version').append(html)
                $("#select_model_version").removeClass("loading")
                const initVersionText = $('#model_name_version div.item:first-child').text()
                const initVersionValue = $('#model_name_version div.item:first-child').data('value')
                $("#select_model_version").dropdown('set text',initVersionText)
                $("#select_model_version").dropdown('set value',initVersionValue,initVersionText,$('#model_name_version div.item:first-child'))
            }
        })
    })
    // 根据选中的模型版本获取相应的模型权重文件
    $(function(){
        $('#select_model_version').dropdown({
            onChange: function(value, text, $selectedItem) {
                const dataID = $selectedItem[0].getAttribute("data-id")
                const label = $selectedItem[0].getAttribute("data-label")
                $("#select_model_checkpoint").addClass("loading")
                $("#model_checkpoint").empty()
                let html = ''
                loadCheckpointList(dataID).then((res)=>{
                    res.forEach(element => {
                        const ckptSuffix = element.FileName.split(".")
                        if(!element.IsDir && ckptSuffix[ckptSuffix.length-1]==='ckpt'){
                            html += `<div class="item" data-value=${element.FileName}>${element.FileName}</div>`
                        }
                        
                    })
                    $('#model_checkpoint').append(html)
                    $("#select_model_checkpoint").removeClass("loading")
                    const initVersionText = $('#model_checkpoint div.item:last-child').text()
                    const initVersionValue = $('#model_checkpoint div.item:last-child').data('value')
                    $("#select_model_checkpoint").dropdown('set text',initVersionText)
                    $("#select_model_checkpoint").dropdown('set value',initVersionValue,initVersionText,$('#model_name_version div.item:first-child'))
                })
                

                $("input#ai_model_version").val(text)
                $("input#ai_model_label").val(label)
            }
        })
    })
    function loadCheckpointList(value){
        return new Promise((resolve,reject)=>{
            $.get(`${RepoLink}/modelmanage/query_modelfile_for_predict`,{ID:value}, (data) => {
                resolve(data)
            })
        })
    }

    $('.question.circle.icon').hover(function(){
        $(this).popup('show') 
    });

    // 参数增加、删除、修改、保存
    function Add_parameter(i){
        value = '<div class="two fields width84" id= "para'+ i +'">' +
                    '<div class="field">' + 
                        '<input type="text" name="shipping_first-name" required  placeholder={{.i18n.Tr "repo.modelarts.train_job.parameter_name"}}> ' + 
                    '</div> ' + 
                    '<div class="field"> ' +
                        '<input type="text" name="shipping_last-name" required placeholder={{.i18n.Tr "repo.modelarts.train_job.parameter_value"}}>' +
                    '</div>'+
                    '<span>' +
                        '<i class="trash icon">' +
                        '</i>' +
                    '</span>' +
                '</div>'
        $(".dynamic.field").append(value)
    }   

    $('#add_run_para').click(function(){
        var len = $(".dynamic.field .two.fields").length
        Add_parameter(len)
    });

    $(".dynamic.field").on("click",".trash.icon", function() {
        var index = $(this).parent().parent().index()
        $(this).parent().parent().remove()
        var len = $(".dynamic.field .two.fields").length
        $(".dynamic.field .two.fields").each(function(){
            var cur_index = $(this).index()
            $(this).attr('id', 'para' + cur_index)
        })
    });
    function send_run_para(){
        var run_parameters = []
        var msg = {}
        $(".dynamic.field .two.fields").each(function(){
            var para_name = $(this).find('input[name=shipping_first-name]').val()
            var para_value = $(this).find('input[name=shipping_last-name]').val()
            run_parameters.push({"label": para_name, "value": para_value})
        })
        msg["parameter"] = run_parameters
        msg = JSON.stringify(msg)
        $('#store_run_para').val(msg)
    }
    function get_name(){
        let name1=$("#engine_name .text").text()
        let name2=$("#flaver_name .text").text()
        $("input#ai_engine_name").val(name1)
        $("input#ai_flaver_name").val(name2)

    }
    function validate(){
        $('.ui.form')
        .form({
            on: 'blur',
            fields: {
                boot_file: {
                    identifier  : 'boot_file',
                    rules: [
                    {
                        type: 'regExp[/.+\.py$/g]',
                    }
                    ]
                },
                job_name:{
                    identifier  : 'job_name',
                    rules: [
                    {
                        type: 'regExp[/^[a-zA-Z0-9-_]{1,36}$/]',
                    }
                    ]
                },
                attachment:{
                    identifier  : 'attachment',
                    rules: [
                    {
                        type: 'empty',
                    }
                    ]

                },
                model_name:{
                    identifier  : 'model_name',
                    rules: [
                    {
                        type: 'empty',
                    }
                    ]
                },
                train_url:{
                    identifier  : 'train_url',
                    rules: [
                    {
                        type: 'empty',
                    }
                    ]
                },
                ckpt_name:{
                    identifier  : 'ckpt_name',
                    rules: [
                    {
                        type: 'empty',
                    }
                    ]
                }
            },
            onSuccess: function(){
                document.getElementById("mask").style.display = "block"
            },
            onFailure: function(e){	
                return false;
            }
        })
    }
    document.onreadystatechange = function() {
        if (document.readyState === "complete") {
            document.getElementById("mask").style.display = "none"
        }
    }
    $('.ui.create_train_job.green.button').click(function(e) {
        send_run_para()      
        get_name()
        validate()
    })
</script>