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521 lines
25 KiB
521 lines
25 KiB
import dash
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import time
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import uuid
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from dash import dcc,html
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from dash.dependencies import Input, Output, State, ALL
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from dash.exceptions import PreventUpdate
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import feffery_utils_components as fuc
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import feffery_antd_components as fac
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import feffery_markdown_components as fmc
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from server import app
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from utils.common import validate_data_not_empty,process_string
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from api.modmag import get_model_info_api,get_model_info_extend_api,get_model_engine_api
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app.clientside_callback(
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'''(value) => value''',
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Output('model-tree', 'searchKeyword'),
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Input('model-input-search', 'value')
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)
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@app.callback(
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[Output("side-drawer", "visible"), Output("side-drawer", "children"),Output('side-drawer', 'title')],
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Input(
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{
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"type": "card-button",
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"model_name": ALL,
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"index": ALL,
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},
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"nClicks",
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),
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State('model-infos', 'data'),
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prevent_initial_call=True,
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)
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# def control_side_drawer(_,model_infos):
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# return [
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# True,
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# "产品 {} 的 {} 被点击了".format(
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# dash.ctx.triggered_id["model_name"], dash.ctx.triggered_id["index"]
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# ),
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# ]
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def control_side_drawer(_,model_infos):
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print("进入回调")
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# print(dash.ctx.triggered_id["model_name"])
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# print("********")
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# print(model_infos)
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# print("********")
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# mode_info = get_model_info_api(dash.ctx.triggered_id["model_name"])
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# print(model_infos)
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# mode_info_extend = get_model_info_extend_api(dash.ctx.triggered_id["model_name"])
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if dash.ctx.triggered_id["index"] == "button1":
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mode_info = get_model_info_api(dash.ctx.triggered_id["model_name"])
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return [
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True,
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[
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fac.AntdDescriptions(
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[
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fac.AntdDescriptionItem(mode_info["model_name_en"], label='英文名称'),
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fac.AntdDescriptionItem(mode_info["model_name_cn"], label='中文名称'),
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fac.AntdDescriptionItem(mode_info["model_fune_flag"], label='微调支持'),
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fac.AntdDescriptionItem(mode_info["model_release_date"], label='发布日期'),
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fac.AntdDescriptionItem(
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html.A(
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mode_info["model_website_url"],
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href= mode_info["model_website_url"],
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),
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label='模型网址',
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span=2
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),
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fac.AntdDescriptionItem(
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mode_info["model_note"],
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label='模型描述',
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span=2
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),
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fac.AntdDescriptionItem(
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mode_info["model_prmopt"],
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label='prompt示例',
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span=2
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),
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],
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# title='描述列表示例',
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# bordered=True,
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column=2,
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# layout='vertical',
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labelStyle={'fontWeight': 'bold',
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'fontSize': '16px',
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},
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contentStyle={
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'fontSize': '16px',
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},
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)
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],dash.ctx.triggered_id["model_name"]
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]
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elif dash.ctx.triggered_id["index"] == "button2":
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mode_info_extend = get_model_info_extend_api(dash.ctx.triggered_id["model_name"])
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return [
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True,
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fac.AntdTabs(
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items=[
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{
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'key': f'curl',
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'label': f'curl',
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'children': fmc.FefferySyntaxHighlighter(
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codeString= mode_info_extend["curl_code"],
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language='sql',
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codeTheme='night-owl',
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# ),
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codeStyle={
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# 'backgroundColor': 'rgb(240, 242, 245)',
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'maxHeight': '100px', # 确保代码块高度不超过右侧区域的50%
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'overflowY': 'scroll',
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'overflowX': 'scroll',
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'fontSize': '16px'
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# 'paddingLeft': '5px',
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# 'marginTop': '5px'
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}
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),
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},
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{
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'key': f'python',
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'label': f'python',
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'children': fmc.FefferySyntaxHighlighter(
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codeString= mode_info_extend["python_code"],
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language='python',
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codeTheme='night-owl',
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# ),
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codeStyle={
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# 'backgroundColor': 'rgb(240, 242, 245)',
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'maxHeight': '400px', # 确保代码块高度不超过右侧区域的50%
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'overflowY': 'scroll',
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'overflowX': 'scroll',
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'fontSize': '16px'
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# 'paddingLeft': '5px',
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# 'marginTop': '5px'
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}
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),
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},
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{
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'key': f'java',
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'label': f'java',
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'children': fmc.FefferySyntaxHighlighter(
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codeString= mode_info_extend["java_code"],
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language='java',
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codeTheme='night-owl',
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# ),
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codeStyle={
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# 'backgroundColor': 'rgb(240, 242, 245)',
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'maxHeight': '400px', # 确保代码块高度不超过右侧区域的50%
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'overflowY': 'scroll',
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'overflowX': 'scroll',
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'fontSize': '16px'
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# 'paddingLeft': '5px',
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# 'marginTop': '5px'
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}
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),
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}
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],
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style={'fontSize': 40},
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size = 'large'
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),
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dash.ctx.triggered_id["model_name"]
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]
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elif dash.ctx.triggered_id["index"] == "button3":
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mode_engine_info = get_model_engine_api(dash.ctx.triggered_id["model_name"])
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print(mode_engine_info)
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print(type(mode_engine_info))
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model_engines = list(mode_engine_info.keys())
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# 用于存储所有model_format的列表
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model_formats = set()
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model_sizes = set()
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model_quantizations = set()
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# 遍历每个分类
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for item in mode_engine_info.values():
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for model in item:
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model_formats.add(model['model_format'])
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model_sizes.add(model['model_size_in_billions'])
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for quant in model['quantizations']:
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model_quantizations.add(quant)
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# 将集合转换为列表
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model_formats_list = list(model_formats)
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model_sizes_list = list(model_sizes)
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model_quantizations_list = list(model_quantizations)
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return [
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True,
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html.Div([
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# fac.AntdDivider('基础信息', innerTextOrientation='left'),
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fac.AntdForm(
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[
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fac.AntdFormItem(
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fac.AntdSelect(
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id='form-item-model-engine',
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size='large',
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placeholder='选择模型引擎',
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options= model_engines,
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# value='选项1',
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style={'width': 620},
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),
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# label='模型引擎',
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labelCol={'flex': 'none'},
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wrapperCol={'flex': 'auto'},
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),
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fac.AntdFormItem(
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fac.AntdSelect(
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id='form-item-model-format',
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size='large',
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placeholder='选择模型格式',
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options= model_formats_list,
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# value='选项1',
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style={'width': 620},
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),
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# label='模型引擎',
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labelCol={'flex': 'none'},
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wrapperCol={'flex': 'auto'},
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),
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fac.AntdFormItem(
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fac.AntdSelect(
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id='form-item-model-size',
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size='large',
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placeholder='选择模型参数',
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options= model_sizes_list,
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# value='选项1',
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style={'width': 620},
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),
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# label='模型引擎',
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labelCol={'flex': 'none'},
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wrapperCol={'flex': 'auto'},
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),
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fac.AntdFormItem(
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fac.AntdSelect(
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id='form-item-model-quant',
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size='large',
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placeholder='选择量化参数',
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options= model_quantizations_list,
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# value='选项1',
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style={'width': 620},
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),
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# label='模型引擎',
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labelCol={'flex': 'none'},
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wrapperCol={'flex': 'auto'},
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),
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fac.AntdFormItem(
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fac.AntdSelect(
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id='form-item-model-gpu',
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size='large',
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placeholder='选择GPU或者CPU',
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options= ['auto',"cpu","gpu"],
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# value='选项1',
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style={'width': 620},
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),
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# label='模型引擎',
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labelCol={'flex': 'none'},
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wrapperCol={'flex': 'auto'},
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),
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fac.AntdFormItem(
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fac.AntdInput(
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id='form-item-model-num',
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size='large',
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placeholder='填写部署模型数量',
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style={
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# "position": "absolute",
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# "bottom": 8,
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# "right": 20,
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"width": "calc(100% - 30px)",
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},
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),
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labelCol={'flex': 'none'},
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wrapperCol={'flex': 'auto'},
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),
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fac.AntdFormItem(
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fac.AntdAccordion(
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items=[
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{
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'title': f'补充信息',
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'key': f'补充信息',
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'children': fac.AntdForm(
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[
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fac.AntdFormItem(
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fac.AntdInput(
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id='form-item-model-id',
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size='large',
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placeholder='设置运行模型名称',
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style={
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"width": "calc(100% - 30px)",
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},
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),
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# id='form-item-validate-demo-username-container',
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# label='用户名',
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),
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fac.AntdFormItem(
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fac.AntdInput(
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id='form-item-worker-ip',
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size='large',
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placeholder='设置运行模型的worker地址',
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style={
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"width": "calc(100% - 30px)",
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"marginTop": "5px"
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},
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),
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style={
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"marginTop": "5px"}
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),
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fac.AntdFormItem(
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fac.AntdInput(
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id='form-item-gpu-idx',
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size='large',
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placeholder='设置运行模型的gpu索引',
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style={
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"width": "calc(100% - 30px)",
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"marginTop": "5px"
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},
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),
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style={
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"marginTop": "5px"}
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),
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fac.AntdFormItem(
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fac.AntdSelect(
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id='form-item-download-hub',
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size='large',
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placeholder='选择下载地址',
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options= ['none',"huggingface","modelscope","modelscope"],
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# value='选项1',
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style={'width': 620,
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"marginTop": "5px"
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},
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),
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style={
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"marginTop": "5px"}
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),
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fac.AntdFormItem(
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fac.AntdInput(
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id='form-item-model-path',
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size='large',
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placeholder='指定模型路径启动',
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style={
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"width": "calc(100% - 30px)",
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"marginTop": "5px"
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},
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),
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style={
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"marginTop": "5px"}
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),
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],
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layout='vertical',
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)
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}
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],
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ghost=True,
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style={
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"height": 300}
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),
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),
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fac.AntdFormItem(
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fac.AntdButton(
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'部署',
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id='form-item-model-demo-submit',
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type='primary',
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)
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),
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],
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# style={'width': 300},
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)
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]),
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dash.ctx.triggered_id["model_name"]
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]
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# app.clientside_callback(
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# # 处理控件组编辑抽屉的打开
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# "() => true",
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# Output({"type": "side-drawer"}, "visible"),
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# Input(
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# {
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# "type": "card-button",
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# "model_name": ALL,
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# "index": ALL,
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# },
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# "nClicks",
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# ),
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# prevent_initial_call=True,
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# )
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#提交后执行外部访问
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@app.callback(
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[
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Output('form-item-validate-demo-username-container', 'validateStatus'),
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Output('form-item-validate-demo-password-container', 'validateStatus'),
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Output('form-item-validate-demo-username-container', 'help'),
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Output('form-item-validate-demo-password-container', 'help'),
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],
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Input('form-item-validate-demo-submit', 'nClicks'),
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[
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State('form-item-validate-demo-username', 'value'),
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State('form-item-validate-demo-password', 'value'),
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],
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prevent_initial_call=True,
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)
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def form_item_model_process(nClicks, username, password):
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if username and password:
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return [
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None if username == 'fac' else 'error',
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('success' if password == '123456' else 'error')
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if username == 'fac'
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else None,
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None if username == 'fac' else '用户不存在！',
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('密码正确！' if password == '123456' else '密码错误！')
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if username == 'fac'
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else None,
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]
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return [
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None if username else 'error',
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None if password else 'error',
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None if username else '用户名不能为空！',
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None if password else '密码不能为空！',
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]
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@app.callback(
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Output('card-container', 'children'),
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[
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Input('model-tree', 'selectedKeys'),
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Input('model-search', 'nClicks'),
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],
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[
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State('model-name-input', 'value'),
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State('model-ability-select', 'value'),
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State('model-status-select', 'value'),
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State('model-infos', 'data')
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],
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prevent_initial_call=True,
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)
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# prevent_initial_call=True,
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def get_model_data_by_tree(selectedKeys, search_click,
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model_name, model_ability, model_status,model_infos):
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print("进入选择回调new")
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# print(selectedKeys)
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# print(model_infos)
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model_type = selectedKeys[0].split('/')[0]
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model_family = selectedKeys[0].split('/')[1]
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# 筛选出符合条件的项
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data_new = [
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item for item in model_infos
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if item["model_type"] == model_type and item["model_family"] == model_family
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]
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return fac.AntdRow(
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[
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fac.AntdCol(
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fac.AntdCard(
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title=item.get('model_name'),
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children=[
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fac.AntdSpace(
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[
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html.Div(
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fac.AntdCompact([
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fac.AntdTag(content=tag)
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for tag in (
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(item['model_flag'].get('model_lang') if isinstance(item['model_flag'].get('model_lang'), list) else [item['model_flag'].get('model_lang')]) +
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(item['model_flag'].get('model_ability') if isinstance(item['model_flag'].get('model_ability'), list) else [item['model_flag'].get('model_ability')]) +
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([str(item['model_flag'].get('context_length'))] if item['model_flag'].get('context_length') is not None else [])
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)
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if tag is not None
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])
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),
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html.Div(
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process_string(item['model_description']),
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# style={"marginBottom": "5px"}
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),
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html.Div(
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fac.AntdCompact(
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[
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fac.AntdButton('查询信息',
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id={
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"type": "card-button",
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"model_name": item['model_name'],
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"index": "button1",
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},
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style={'backgroundColor': '#f0f0f0', 'border': 'none', 'marginRight': '1px'}
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),
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fac.AntdButton('接口示例',
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id={
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"type": "card-button",
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"model_name": item['model_name'],
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"index": "button2",
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},
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style={'backgroundColor': '#f0f0f0', 'border': 'none', 'marginRight': '1px'}
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),
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fac.AntdButton('部署模型',
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id={
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"type": "card-button",
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"model_name": item['model_name'],
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"index": "button3",
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},
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style={'backgroundColor': '#f0f0f0', 'border': 'none'}
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),
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]
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)
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),
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],
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align='start',
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direction='vertical',
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),
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],
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hoverable=True,
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style={"marginBottom": "5px", "width": "100%", "height": "210px"},
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headStyle={"width": "100%"},
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),
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span=8,
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style={
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"width": "100%",
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# "marginTop": "-1px"
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},
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)
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for item in data_new
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],
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gutter=[25, 25]
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)
|