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cube-studio/myapp/views/home.py

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from flask import (
current_app,
abort,
flash,
g,
Markup,
make_response,
redirect,
render_template,
request,
send_from_directory,
Response,
url_for,
)
from myapp.utils.py.py_k8s import K8s
import datetime,json
from flask import Flask, jsonify
import pysnooper
from apispec import yaml_utils
from flask import Blueprint, current_app, jsonify, make_response, request
from flask_babel import lazy_gettext as _
from myapp import conf, db, get_feature_flags, security_manager,event_logger
import yaml
from myapp.views.base import BaseMyappView
from flask_appbuilder import ModelView,AppBuilder,expose,BaseView,has_access
from myapp import app, appbuilder
from flask import stream_with_context, request
resource_used = {
"check_time": None,
"data": {}
}
class Myapp(BaseMyappView):
route_base='/myapp'
default_view = 'welcome' # 设置进入蓝图的默认访问视图（没有设置网址的情况下）
@expose('/welcome')
@expose('/profile/<username>/')
def welcome(self,username=None):
if not g.user or not g.user.get_id():
return redirect(appbuilder.get_url_for_login)
if username:
msg = 'Hello ' + username + " !"
else:
msg = 'Hello '+g.user.username+" !"
# 返回模板
return self.render_template('hello.html', msg=msg)
@expose('/home')
def home(self):
# 返回模板
return self.render_template('home.html')
@expose('/menu')
def menu(self):
# 返回模板
menu=[
# 项目组
{
"name": 'group',
"title": '项目空间',
"isExpand": False,
"isMenu": True,
"icon": '<svg t="1646706317746" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="2888" width="128" height="128"><path d="M616.8 499.52c44.34-32.41 73.31-84.65 73.31-143.65 0-98.15-79.86-178.01-178.02-178.01s-178.02 79.85-178.02 178.01c0 59 28.98 111.25 73.32 143.66-114.84 42.7-197.02 153.08-197.02 282.59v64.27h603.42v-64.27c0.02-129.52-82.16-239.91-196.99-282.6zM512.1 238.55c64.7 0 117.33 52.63 117.33 117.32 0 64.7-52.63 117.33-117.33 117.33s-117.33-52.63-117.33-117.33c0-64.69 52.63-117.32 117.33-117.32zM753.13 785.7H271.07v-3.59c0-132.9 108.14-241.03 241.06-241.03 132.89 0 241 108.13 241 241.03v3.59z" fill="#666666" p-id="2889"></path><path d="M348.64 502.43c0-1.04-0.2-2.02-0.3-3.03 0.09-0.95 0.29-1.86 0.29-2.83 0-16.76-13.58-30.34-30.34-30.34-49.54 0-89.84-40.3-89.84-89.84 0-49.53 40.3-89.83 89.84-89.83 16.76 0 30.34-13.58 30.34-30.34s-13.58-30.34-30.34-30.34c-82.99 0-150.52 67.52-150.52 150.51 0 46.16 20.93 87.5 53.76 115.13C130.92 529.5 67.1 619.05 67.1 723.26v27.61c0 16.76 13.58 30.34 30.34 30.34s30.34-13.58 30.34-30.34v-27.61c0-105.04 85.46-190.49 190.52-190.49 16.76 0 30.34-13.58 30.34-30.34zM802.68 491.53c32.83-27.63 53.76-68.97 53.76-115.13 0-82.99-67.53-150.51-150.52-150.51-16.76 0-30.34 13.58-30.34 30.34s13.58 30.34 30.34 30.34c49.54 0 89.84 40.3 89.84 89.83 0 49.54-40.3 89.84-89.84 89.84-16.76 0-30.34 13.58-30.34 30.34 0 0.97 0.2 1.89 0.29 2.83-0.1 1.01-0.3 1.99-0.3 3.03 0 16.76 13.58 30.34 30.34 30.34 105.06 0 190.52 85.45 190.52 190.49v27.61c0 16.76 13.58 30.34 30.34 30.34 16.76 0 30.34-13.58 30.34-30.34v-27.61c-0.01-104.22-63.84-193.77-154.43-231.74z" fill="#666666" p-id="2890"></path></svg>',
"children": [
{
"name": 'project_group',
"title": '项目组',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": 'org_group',
"title": '项目分组',
"icon": '<svg t="1646706714564" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="3885" width="128" height="128"><path d="M323.072 660.48c-86.016 0-155.648-69.632-155.648-155.648 0-86.016 69.632-155.648 155.648-155.648s155.648 69.632 155.648 155.648c0 86.016-69.632 155.648-155.648 155.648z m0-260.096c-57.344 0-104.448 47.104-104.448 104.448S265.728 609.28 323.072 609.28s104.448-47.104 104.448-104.448-47.104-104.448-104.448-104.448z" p-id="3886"></path><path d="M80 920c-13.44 0-24-10.56-24-24 0-155.52 126.24-281.76 281.76-281.76 70.08 0 137.76 25.92 190.08 73.44 9.6 9.12 10.56 24 1.44 34.08-9.12 9.6-24 10.56-34.08 1.44-43.2-39.36-99.36-60.96-157.44-60.96-129.12 0-233.76 104.64-233.76 233.76 0 13.44-10.56 24-24 24zM695.36 651.2c-80.64 0-145.92-65.28-145.92-145.92 0-80.64 65.28-145.92 145.92-145.92s145.92 65.28 145.92 145.92c0 80.64-65.28 145.92-145.92 145.92z m0-243.84c-53.76 0-97.92 44.16-97.92 97.92S641.6 603.2 695.36 603.2s97.92-44.16 97.92-97.92-44.16-97.92-97.92-97.92z" p-id="3887"></path><path d="M956 920c-13.44 0-24-10.56-24-24 0-129.12-104.64-233.76-233.76-233.76S464.48 766.88 464.48 896c0 13.44-10.56 24-24 24s-24-10.56-24-24c0-155.52 126.24-281.76 281.76-281.76s281.76 126.24 281.76 281.76c0 13.44-10.56 24-24 24zM517.76 357.44c-80.64 0-145.92-65.28-145.92-145.92S437.12 65.6 517.76 65.6s145.92 65.28 145.92 145.92-65.28 145.92-145.92 145.92z m0-243.84C464 113.6 419.84 157.76 419.84 211.52s44.16 97.92 97.92 97.92 97.92-44.16 97.92-97.92S571.52 113.6 517.76 113.6z" p-id="3888"></path><path d="M666.112 400.384c-4.608 0-9.216-1.024-13.312-4.096-39.424-24.576-84.992-37.376-131.584-37.376-46.592 0-91.648 12.8-131.584 37.376-11.776 7.68-27.648 3.584-35.328-8.192s-3.584-27.648 8.192-35.328c47.616-29.696 102.4-45.568 158.208-45.568 55.808 0 110.592 15.872 158.208 45.568 11.776 7.68 15.872 23.04 8.192 35.328-4.096 8.192-12.288 12.288-20.992 12.288z" p-id="3889"></path></svg>',
"menu_type": "api",
"url": "/project_modelview/org/api/",
"model_name": "project",
"related": [
{
"hidden": 1,
"name": 'project_user',
"title": '组成员',
"icon": '<svg t="1646706405313" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="3745" width="128" height="128"><path d="M992 512c0-12-6-24-18-30l-108-60 108-60c12 0 18-12 18-30 0-12-6-24-18-30L530 68c-12-6-24-6-30 0L50 302c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 0-18 12-18 30 0 12 6 24 18 30l444 234c6 0 12 6 18 6 6 0 12 0 18-6l444-234c12-6 18-18 18-30s-6-24-18-30l-108-60 108-60c12-6 18-18 18-30zM140 332L512 140 884 332 512 530 140 332z m744 360L512 884 140 692l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48z m-372 18L140 512l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48L512 710z" p-id="3746"></path></svg>',
"menu_type": "api",
"url": "/project_user_modelview/api/",
}
]
},
{
"name": 'job_template_group',
"title": '模板分类',
"icon": '<svg t="1646706405313" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="3745" width="128" height="128"><path d="M992 512c0-12-6-24-18-30l-108-60 108-60c12 0 18-12 18-30 0-12-6-24-18-30L530 68c-12-6-24-6-30 0L50 302c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 0-18 12-18 30 0 12 6 24 18 30l444 234c6 0 12 6 18 6 6 0 12 0 18-6l444-234c12-6 18-18 18-30s-6-24-18-30l-108-60 108-60c12-6 18-18 18-30zM140 332L512 140 884 332 512 530 140 332z m744 360L512 884 140 692l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48z m-372 18L140 512l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48L512 710z" p-id="3746"></path></svg>',
"menu_type": "api",
"url": "/project_modelview/job_template/api/",
"model_name": "project",
"related": [
{
"hidden": 1,
"name": 'project_user',
"title": '组成员',
"icon": '<svg t="1646706405313" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="3745" width="128" height="128"><path d="M992 512c0-12-6-24-18-30l-108-60 108-60c12 0 18-12 18-30 0-12-6-24-18-30L530 68c-12-6-24-6-30 0L50 302c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 0-18 12-18 30 0 12 6 24 18 30l444 234c6 0 12 6 18 6 6 0 12 0 18-6l444-234c12-6 18-18 18-30s-6-24-18-30l-108-60 108-60c12-6 18-18 18-30zM140 332L512 140 884 332 512 530 140 332z m744 360L512 884 140 692l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48z m-372 18L140 512l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48L512 710z" p-id="3746"></path></svg>',
"menu_type": "api",
"url": "/project_user_modelview/api/",
}
]
},
{
"name": 'model_group',
"title": '模型分组',
"icon": '<svg t="1646706763192" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="5611" width="128" height="128"><path d="M512.2 475.7c-8.2-0.3-16.1-2.4-23.4-6.1L192.6 330.2c-24.9-11.1-36.1-40.3-25-65.2 5-11.2 13.9-20.1 25-25l281.5-133.2a89.43 89.43 0 0 1 76 0L831.7 240c24.9 11.1 36.1 40.3 25 65.2-5 11.2-13.9 20.1-25 25L535.5 469.5c-7.2 3.8-15.2 5.9-23.3 6.2z m-76.5 452.5c-7.6 0-15.1-1.9-21.8-5.5L146.3 797.2c-17-8.9-27.5-26.5-27.3-45.6v-320c0.1-18 9.7-34.5 25.1-43.7 14.3-8.1 31.8-8.1 46.1 0l267.1 125.4c16.1 8.7 26.4 25.4 27.1 43.7v320.4c-0.2 17.9-9.6 34.4-24.9 43.7-7.2 4.3-15.4 6.8-23.8 7.1z m152.9 0c-8.3 0-16.5-2.2-23.8-6.3-15.3-9.3-24.7-25.8-24.9-43.7V556.9c0.4-18.2 10.4-34.8 26.2-43.7L835 387c14.2-7.5 31.4-7.1 45.2 1.1 15.5 9.1 25 25.7 25.1 43.7v319.8c0.4 18.9-9.7 36.5-26.2 45.6L610.5 922.8c-6.8 3.6-14.3 5.5-21.9 5.4z" p-id="5612"></path></svg>',
"menu_type": "api",
"url": "/project_modelview/model/api/",
"model_name": "project",
"related": [
{
"hidden": 1,
"name": 'project_user',
"title": '组成员',
"icon": '<svg t="1646706405313" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="3745" width="128" height="128"><path d="M992 512c0-12-6-24-18-30l-108-60 108-60c12 0 18-12 18-30 0-12-6-24-18-30L530 68c-12-6-24-6-30 0L50 302c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 0-18 12-18 30 0 12 6 24 18 30l444 234c6 0 12 6 18 6 6 0 12 0 18-6l444-234c12-6 18-18 18-30s-6-24-18-30l-108-60 108-60c12-6 18-18 18-30zM140 332L512 140 884 332 512 530 140 332z m744 360L512 884 140 692l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48z m-372 18L140 512l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48L512 710z" p-id="3746"></path></svg>',
"menu_type": "api",
"url": "/project_user_modelview/api/",
}
]
},
]
}
]
},
# 数据
{
"name": 'dataleap',
"title": '数据资产',
'hidden': 0,
"isMenu": True,
"icon": '<svg t="1646710165879" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="33769" width="128" height="128"><path d="M959.718832 123.963683C872.444401 50.185297 704.593576 0.299912 511.850044 0.299912S151.255687 50.185297 63.981255 123.963683C23.193205 158.453578 0 198.04198 0 240.22962v543.840672c0 132.461193 229.132871 239.929708 511.850044 239.929708s511.850044-107.468515 511.850044-239.929708v-543.840672c0-42.18764-23.193205-81.776042-63.981256-116.265937zM87.774285 189.64444c19.794201-21.893586 50.685151-43.087377 89.373816-61.182075 42.287611-19.794201 92.073025-35.489603 147.956653-46.586352C384.087474 70.17944 446.869081 64.281168 511.850044 64.281168s127.76257 5.898272 186.745289 17.594845c55.883628 11.096749 105.669042 26.792151 147.956654 46.586352 38.688665 18.094699 69.579615 39.28849 89.373816 61.182075 15.795372 17.494875 23.793029 34.489896 23.793029 50.48521 0 16.095285-7.997657 33.090306-23.793029 50.485209-19.794201 21.893586-50.685151 43.087377-89.373816 61.182075-42.287611 19.894172-92.073025 35.489603-147.956654 46.586352-58.98272 11.696573-121.864298 17.594845-186.745289 17.594845s-127.76257-5.898272-186.74529-17.594845c-55.883628-11.096749-105.669042-26.792151-147.956653-46.586352-38.688665-18.094699-69.579615-39.28849-89.373816-61.182075C71.978912 273.319926 63.981255 256.324905 63.981255 240.22962s7.997657-33.090306 23.79303-50.58518zM63.981255 356.495558c87.274431 73.778385 255.125256 123.66377 447.868789 123.66377s360.594357-49.885385 447.868788-123.66377v155.254515c0 16.095285-7.997657 33.090306-23.793029 50.48521-19.794201 21.893586-50.685151 43.087377-89.373816 61.182075-42.287611 19.794201-92.073025 35.489603-147.956654 46.586352-58.98272 11.696573-121.864298 17.594845-186.745289 17.594845s-127.76257-5.898272-186.74529-17.594845c-55.883628-11.096749-105.669042-26.792151-147.956653-46.586352-38.688665-18.094699-69.579615-39.28849-89.373816-61.182075C71.978912 544.740408 63.981255 527.745387 63.981255 511.750073V356.495558z m895.737577 427.574734c0 16.095285-7.997657 33.090306-23.793029 50.485209-19.794201 21.893586-50.685151 43.087377-89.373816 61.182076-42.287611 19.894172-92.073025 35.489603-147.956654 46.586352-58.98272 11.696573-121.864298 17.594845-186.745289 17.594845s-127.76257-5.898272-186.74529-17.594845c-55.883628-11.096749-105.669042-26.792151-147.956653-46.586352-38.688665-18.094699-69.579615-39.28849-89.373816-61.182076C71.978912 817.160597 63.981255 800.165576 63.981255 784.070292V627.91604c87.274431 73.778385 255.125256 123.66377 447.868789 123.663771s360.594357-49.885385 447.868788-123.663771v156.154252z" p-id="33770"></path><path d="M167.950796 519.847701m-39.988285 0a39.988285 39.988285 0 1 0 79.976569 0 39.988285 39.988285 0 1 0-79.976569 0Z" p-id="33771"></path><path d="M167.950796 791.768037m-39.988285 0a39.988285 39.988285 0 1 0 79.976569 0 39.988285 39.988285 0 1 0-79.976569 0Z" p-id="33772"></path></svg>',
"children": [
# {
# "name": 'data_access',
# "title": '数据接入',
# "isMenu": True,
# "isExpand": True,
# "children": [
# {
# "name": 'data_access_offline',
# "title": '离线接入',
# "icon": '<svg t="1655877042221" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="2425" width="200" height="200"><path d="M895.5 660.5L742 239.7l-0.1-0.4c-6.5-17.1-18-31.6-33-42-15.1-10.4-32.7-15.9-51-15.9h-313c-39 0-73.3 24.9-85.5 61.9l-0.1 0.2L128.2 661c-10.8 18-17 39-17 61.5 0 66.2 53.8 120 120 120h561.6c66.2 0 120-53.8 120-120 0-22.7-6.3-43.9-17.3-62zM306.8 258.9c5.5-16.4 20.7-27.4 38-27.4h313c16.4 0 31.4 10.3 37.3 25.6l127.4 349.1c-9.5-2.4-19.4-3.7-29.7-3.7H231.2c-11.7 0-23.1 1.7-33.8 4.8l109.4-348.4z m486 533.6H231.2c-38.6 0-70-31.4-70-70s31.4-70 70-70h561.6c38.6 0 70 31.4 70 70s-31.4 70-70 70z" p-id="2426"></path><path d="M735 722m-34 0a34 34 0 1 0 68 0 34 34 0 1 0-68 0Z" p-id="2427"></path><path d="M331 543.3c16.1 15.2 37.1 23.6 59.3 23.6h224.3c28 0 54.3-10.9 74.1-30.7 20.6-20.6 31.7-49.1 30.6-78.2-1-27.3-12.6-52.8-32.7-71.7-14.5-13.8-32.4-23-51.6-26.9-9.8-58.3-60.9-102.9-122.2-102.9h-20.3c-33 0-63.9 12.8-87.2 36.1-23.3 23.4-36.1 54.4-36.1 87.3 0 6.5 0.5 13 1.5 19.3-15.5 3.5-29.8 11.3-41.3 22.8-16.5 16.6-25.6 39.5-24.8 62.9 0.7 22.3 10.1 43 26.4 58.4z m33.8-85.9c6.6-6.6 15.4-10.2 24.7-10.2 11 0 21.5-5.3 28-14.2 6.5-8.9 8.4-20.5 5.1-31.1-2.2-7.1-3.4-14.5-3.4-22 0-19.6 7.6-38 21.5-51.9 13.8-13.9 32.2-21.5 51.9-21.5h20.3c40.8 0 73.9 32.9 73.9 73.3v0.4c0 7.2 2.7 14 7.8 19.1 5.1 5.1 11.8 7.9 19 7.9 14.5 0 28.2 5.5 38.7 15.4 10.4 9.9 16.5 23.1 17 37.3 0.6 15.5-5.1 30-16 40.9-10.4 10.4-24.1 16.1-38.8 16.1H390.3c-19.1 0-35.1-15.1-35.7-33.6-0.4-9.8 3.3-19 10.2-25.9z" p-id="2428"></path></svg>',
# "disable": True,
# "menu_type": "api",
# "url": '/data_access_offline_modelview/api/',
# },
# {
# "name": 'data_access_online',
# "title": '实时接入',
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# "disable": True,
# "menu_type": "api",
# "url": '/data_access_online_modelview/api/',
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# ]
# },
{
"name": 'metadata',
"title": '元数据',
"isMenu": True,
"isExpand": True,
"children":[
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"title": '库表',
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"name": 'feast',
"title": '特征平台',
"icon": '<svg t="1658320572989" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="4843" width="200" height="200"><path d="M959.063415 831.188293c0 17.655758-14.313022 31.96878-31.968781 31.96878H95.906341c-17.655758 0-31.96878-14.313022-31.96878-31.96878V191.812683c0-17.655758 14.313022-31.96878 31.96878-31.968781h831.188293c17.655758 0 31.96878 14.313022 31.968781 31.968781v639.37561z m-71.929756-447.562927H135.867317v407.601951h751.266342V383.625366z m-603.127009 60.225186l146.934509 146.934509a7.992195 7.992195 0 0 1 0 11.302962l-39.205713 39.206713-0.007992 0.006993-107.720804 107.720804a7.992195 7.992195 0 0 1-11.301963 0l-33.908886-33.906888a7.992195 7.992195 0 0 1 0-11.302962l107.375141-107.375142-107.375141-107.375141a7.992195 7.992195 0 0 1 0-11.303961l33.908886-33.906888a7.992195 7.992195 0 0 1 11.301963 0zM823.196098 575.438049a7.992195 7.992195 0 0 1 7.992195 7.992195v47.953171a7.992195 7.992195 0 0 1-7.992195 7.992195H583.430244a7.992195 7.992195 0 0 1-7.992195-7.992195v-47.953171a7.992195 7.992195 0 0 1 7.992195-7.992195h239.765854z m63.937561-343.66439H135.867317v87.914146h751.266342v-87.914146z" p-id="4844"></path></svg>',
"menu_type": "api",
"disable": True,
"url": "/metadata_metric_modelview/api/"
},
{
"name": 'etl',
"title": '特征加工',
"icon": '<svg t="1658320609813" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="5976" width="200" height="200"><path d="M488.308263 331.270343L452.261159 152.802147a74.482489 74.482489 0 1 1 73.750083-11.400056l34.996261 173.707558a148.359947 148.359947 0 0 1 74.355114 22.720502l153.646006-165.587405a111.739655 111.739655 0 1 1 54.452782 50.790752l-156.862223 169.090216a148.025588 148.025588 0 0 1 17.354834 53.943282l170.363965 23.612127a74.482489 74.482489 0 1 1-10.205916 73.734161l-169.918153-23.452908a149.267493 149.267493 0 0 1-36.875042 53.338251l119.859807 187.702877a74.482489 74.482489 0 1 1-59.81845 44.692678l-125.878272-196.873873a149.347102 149.347102 0 0 1-97.44182-9.234682l-161.399955 173.866776a111.739655 111.739655 0 1 1-57.366483-47.685988l160.810846-173.261745a148.312181 148.312181 0 0 1-26.7965-114.478216l-176.016228-102.64827a74.482489 74.482489 0 1 1 42.606913-61.378793l164.616172 95.945164a150.413867 150.413867 0 0 1 47.813363-38.674212z m-103.316988-61.299184a37.257166 37.257166 0 0 1-74.482488 0 111.739655 111.739655 0 1 0-59.229342 98.699647 37.257166 37.257166 0 1 1 35.171402 65.693618 186.222144 186.222144 0 1 1 98.476741-164.249968l0.063687-0.143297z m229.593307 490.807439a37.257166 37.257166 0 1 1 67.763462 30.840654 111.739655 111.739655 0 1 0 101.756645-65.550322 37.257166 37.257166 0 1 1 0-74.498411 186.222144 186.222144 0 1 1-169.536029 109.208079z" fill="#8a8a8a" p-id="5977"></path></svg>',
"menu_type": "api",
"disable": True,
"url": "/metadata_metric_modelview/api/"
}
]
},
{
"name": 'media_data',
"title": '媒体数据',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": 'dataset',
"title": '数据集',
"icon": '<svg t="1658320455412" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="2287" width="200" height="200"><path d="M685.6 444l171.7 68.7-354.8 141.9-337.2-141.9 175-73.7-37.3-17-208.6 90.7 408.1 177.4 425.8-177.4-201.7-84-41 15.3z m0 230.7l171.7 68.7-354.8 141.9-337.2-141.9 175-73.7-37.4-17-208.5 90.7 408.1 177.4 425.8-177.4-201.7-84-41 15.3zM928.3 282L502.5 104.6 94.4 282l408.1 177.4L928.3 282z m-763 0l337.1-141.9L857.3 282 502.5 424 165.3 282z m586.1 17.8V282L503 388.5 254.5 282v17.7L503 406.2l248.4-106.4z" fill="" p-id="2288"></path></svg>',
"menu_type": "api",
"url": "/dataset_modelview/api/"
},
{
"name": 'label_platform',
"title": '标注平台',
"icon": '<svg t="1658320508784" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="3263" width="200" height="200"><path d="M875.65 912h-380a36 36 0 0 1 0-72h380a36 36 0 1 1 0 72zM812.26 284.82L285.39 811.69l-88.11 15.1L212 738l526.72-526.72 73.54 73.54m90.51-11.31L750 120.77a16 16 0 0 0-22.62 0L152.5 695.68a34.11 34.11 0 0 0-9.5 18.56l-25.95 156.23a32 32 0 0 0 37 36.78l155.38-26.62a34.2 34.2 0 0 0 18.38-9.52l575-575a16 16 0 0 0 0-22.63z" p-id="3264"></path></svg>',
"menu_type": "api",
"disable": True,
"url": "/metadata_table_modelview/api/"
}
]
},
]
},
# 在线开发
{
"name": 'dev',
"title": '在线开发',
'hidden': 0,
"isExpand": True,
"icon": '<svg t="1658320670421" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="8692" width="200" height="200"><path d="M44.100267 534.357333v-0.034133a33.655467 33.655467 0 0 1 0-47.854933v-0.068267l239.342933-239.138133a33.826133 33.826133 0 1 1 47.889067 47.854933l-215.415467 215.278933 215.415467 215.278934a33.792 33.792 0 0 1 0.068266 47.889066 34.065067 34.065067 0 0 1-47.957333-0.034133l-239.3088-239.138133-0.034133-0.034134z m534.528-427.008a34.133333 34.133333 0 1 1 65.9456 17.646934l-211.968 791.074133a34.133333 34.133333 0 1 1-65.9456-17.646933l211.968-791.074134z m401.271466 427.008l-239.342933 239.172267a34.065067 34.065067 0 0 1-47.957333 0.034133 33.792 33.792 0 0 1 0.068266-47.889066l215.415467-215.278934-215.415467-215.278933a33.826133 33.826133 0 1 1 47.889067-47.854933l239.3088 239.138133 0.034133 0.034133v0.034134a33.655467 33.655467 0 0 1 0 47.854933z" fill="#333333" p-id="8693"></path></svg>',
"children": [
{
"name": 'images',
"title": '镜像管理',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": 'docker_repository',
"title": '镜像仓库',
"icon": '<svg t="1646707265666" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="13240" width="128" height="128"><path d="M466.752 128.96a71.376 71.376 0 0 1 90.496 0L924.16 429.392a19.2 19.2 0 0 1-24.32 29.712L532.912 158.688a32.976 32.976 0 0 0-41.84 0L124.16 459.088a19.2 19.2 0 1 1-24.32-29.712L466.752 128.976zM317.104 415.2a36.704 36.704 0 0 1 36.672-36.768h96.048a36.704 36.704 0 0 1 36.656 36.768v96.544a36.704 36.704 0 0 1-36.656 36.768H353.76a36.704 36.704 0 0 1-36.672-36.768V415.2z m38.4 1.632v93.28h92.576v-93.28H355.52z m-150.176 62.56a19.2 19.2 0 0 1 19.2 19.2v307.2c0 28.272 22.784 51.024 50.656 51.024h471.52c27.872 0 50.64-22.752 50.64-51.024v-307.2a19.2 19.2 0 1 1 38.4 0v307.2c0 49.28-39.776 89.424-89.056 89.424H275.2c-49.28 0-89.056-40.128-89.056-89.424v-307.2a19.2 19.2 0 0 1 19.2-19.2z m111.776 155.248a36.704 36.704 0 0 1 36.672-36.768h96.048a36.704 36.704 0 0 1 36.656 36.768v96.544a36.704 36.704 0 0 1-36.656 36.752H353.76a36.704 36.704 0 0 1-36.672-36.752v-96.544z m38.4 1.632v93.28h92.576v-93.28H355.52z m179.888-1.632a36.704 36.704 0 0 1 36.672-36.768h96.048a36.704 36.704 0 0 1 36.656 36.768v96.544a36.704 36.704 0 0 1-36.656 36.752h-96.048a36.704 36.704 0 0 1-36.672-36.752v-96.544z m38.4 1.632v93.28h92.576v-93.28h-92.576z" p-id="13241"></path></svg>',
"menu_type": "api",
"url": "/repository_modelview/api/"
},
{
"name": 'docker',
"title": '镜像构建',
"icon": '<svg t="1658320733754" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="11164" width="200" height="200"><path d="M973.714286 166.857143H356.571429c-20.228571 0-36.571429 16.342857-36.571429 36.571428v269.714286H50.285714c-20.228571 0-36.571429 16.342857-36.571428 36.571429v310.857143c0 20.228571 16.342857 36.571429 36.571428 36.571428h617.142857c20.228571 0 36.571429-16.342857 36.571429-36.571428V550.857143h269.714286c20.228571 0 36.571429-16.342857 36.571428-36.571429V203.428571c0-20.228571-16.342857-36.571429-36.571428-36.571428z m-576 77.714286h228.571428v228.571428H397.714286V244.571429z m-77.714286 534.857142H91.428571V550.857143h228.571429v228.571428z m306.285714 0H397.714286V550.857143h228.571428v228.571428z m306.285715-306.285714H704V244.571429h228.571429v228.571428z" p-id="11165"></path></svg>',
"menu_type": "api",
"url": "/docker_modelview/api/"
},
{
"name": 'template_images',
"title": '镜像管理',
"icon": '<svg t="1646707325205" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="13984" width="128" height="128"><path d="M945.9 493.8c-2.2-1.9-47.8-40.9-112.1-40.9h-2.3c-11.9-23.2-35.1-55.2-79.7-83.5-14.3-9-32.9-7-44.8 5-2.3 2.3-22.6 23.2-37.7 56-15.3 33.1-19.9 66.7-13.8 98.8-2.3 0.5-5.6 1-10 1.5h-523c-27.7 0-50.9 20.8-54 48.3-1.3 11.1-1.9 21.5-1.9 30.9 0 38.6 7.3 75 21.6 108.4 14.4 33.5 35.6 63.3 63 88.4 55.3 50.7 133.7 80.3 226.8 85.7h0.4c0.6 0 3.8 0.2 9.3 0.2 23.8 0 90.2-2.6 166.4-27.8 55.5-18.4 104.9-45 146.9-79.2 46.9-38.2 84.4-85.6 111.7-141.3 10.9-1 24.2-3.4 38.6-8.3 32.2-11 76.4-37.4 104.1-100.6 6.1-14.4 2.3-31.3-9.5-41.6z m-115.5 73.1c-18.8 7.1-34.7 6.1-36.7 5.9-16.1-2.4-31 6.5-37.5 21.6-23 53.8-56.6 99-99.7 134.4-34.8 28.6-76.2 51.1-122.9 66.8-79.6 26.9-148.5 25-151.9 24.8-150-8.8-243.2-89.5-243.2-210.7 0-2.3 0.1-4.7 0.2-7.2h508.7c1.2 0 2.5-0.1 3.7-0.2 20.1-2.1 30.3-5.4 37.5-8.4l23.8-8.4c9.6-3.4 17.4-10.7 21.3-20.2 3.9-9.4 3.6-20.1-0.8-29.3-11-22.9-10.6-47.8 0.9-74 1.9-4.2 3.9-8.2 5.9-11.8 25.7 23.7 32 44.9 32.9 48.2 1.5 9.7 6.8 17.7 14.9 23.3 8.2 5.7 18.2 7 28 4.9 22.6-4.8 43.1 0.3 58.1 6.8-11.6 15.9-26.1 27.1-43.2 33.5zM132.8 501.1h70c11 0 20-9 20-20v-70c0-11-9-20-20-20h-70c-11 0-20 9-20 20v70c0 11 9 20 20 20z" p-id="13985"></path><path d="M265.2 501.1h70c11 0 20-9 20-20v-70c0-11-9-20-20-20h-70c-11 0-20 9-20 20v70c0 11 8.9 20 20 20zM399 501.1h70c11 0 20-9 20-20v-70c0-11-9-20-20-20h-70c-11 0-20 9-20 20v70c0 11 9 20 20 20zM265.2 370.2h70c11 0 20-9 20-20v-70c0-11-9-20-20-20h-70c-11 0-20 9-20 20v70c0 11 8.9 20 20 20zM399 370.2h70c11 0 20-9 20-20v-70c0-11-9-20-20-20h-70c-11 0-20 9-20 20v70c0 11 9 20 20 20zM399 239.5h70c11 0 20-9 20-20v-70c0-11-9-20-20-20h-70c-11 0-20 9-20 20v70c0 11 9 20 20 20zM532.3 501.1h70c11 0 20-9 20-20v-70c0-11-9-20-20-20h-70c-11 0-20 9-20 20v70c0 11 8.9 20 20 20z" p-id="13986"></path><path d="M250.7 678.1m-36 0a36 36 0 1 0 72 0 36 36 0 1 0-72 0Z" p-id="13987"></path></svg>',
"menu_type": "api",
"url": "/images_modelview/api/"
},
]
},
{
"name": 'dev_online',
"title": '代码开发',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": 'notebook',
"title": 'notebook',
"icon": '<svg t="1646706986326" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="11053" width="128" height="128"><path d="M639.904 96.32a16 16 0 0 1 2.88 31.776l-2.88 0.256H160.128v768h704V363.296a16 16 0 0 1 31.744-2.88l0.256 2.88V896.32a32 32 0 0 1-28.256 31.776l-3.744 0.224h-704a32 32 0 0 1-31.776-28.288l-0.224-3.712v-768a32 32 0 0 1 28.256-31.808l3.744-0.192h479.776z m-88.64 482.912a16 16 0 0 1 10.112 17.824l-0.768 2.784-71.072 189.312a16 16 0 0 1-30.72-8.48l0.768-2.784 71.04-189.28a16 16 0 0 1 20.64-9.376z m-173.152 3.712a16 16 0 0 1 1.792 20.416l-1.856 2.208-82.496 82.112 82.656 84.672a16 16 0 0 1 1.6 20.416l-1.856 2.208a16 16 0 0 1-20.448 1.6l-2.176-1.888-93.76-96a16 16 0 0 1-1.664-20.288l1.856-2.208 93.728-93.312a16 16 0 0 1 22.624 0.064z m288-1.92l2.24 1.856 93.696 93.312 1.856 2.208a16 16 0 0 1 0.128 18.08l-1.824 2.24-93.728 96-2.176 1.856a16 16 0 0 1-18.208 0.224l-2.24-1.824-1.888-2.208a16 16 0 0 1-0.192-18.176l1.824-2.24 82.656-84.672-82.496-82.112-1.856-2.24a16 16 0 0 1 22.208-22.304z m-316.416-146.72c6.528 0 12.288 1.92 16.896 6.528 4.224 4.224 6.528 9.6 6.528 16.128a21.184 21.184 0 0 1-6.912 16.512 23.552 23.552 0 0 1-16.512 6.528 23.552 23.552 0 0 1-16.512-6.528 21.984 21.984 0 0 1-6.528-16.512c0-6.528 1.92-11.904 6.528-16.128a21.984 21.984 0 0 1 16.512-6.528zM890.432 100.096a16 16 0 0 1 3.584 20.16l-1.632 2.4-288.544 342.56a16 16 0 0 1-26.112-18.24l1.632-2.368 288.544-342.56a16 16 0 0 1 22.528-1.92zM355.456 200.448c24.576 0 44.16 6.528 59.136 20.352 14.208 13.056 21.504 31.104 21.504 54.144 0 17.28-4.992 32.256-14.592 44.928-3.84 4.608-14.208 14.592-31.104 29.568a79.04 79.04 0 0 0-18.048 21.12 53.6 53.6 0 0 0-7.296 28.032v8.832h-30.72v-8.832c0-12.672 2.304-23.808 6.912-33.408 5.376-11.52 18.048-26.112 38.784-44.544 6.144-6.144 10.752-10.752 13.056-13.824 7.68-9.6 11.52-19.584 11.52-30.336 0-15.36-4.608-27.264-13.056-35.712-8.832-9.216-21.504-13.44-37.632-13.44-19.2 0-33.408 6.144-42.624 18.816-8.448 10.752-12.672 25.344-12.672 44.16h-30.336c0-26.88 7.296-48.384 22.656-64.512 15.36-16.896 36.864-25.344 64.512-25.344z" p-id="11054"></path></svg>',
"menu_type": "api",
"url": "/notebook_modelview/api/"
}
]
},
# {
# "name": 'data_sql_select',
# "title": '数据探索',
# "isMenu": True,
# "isExpand": True,
# "children": [
# {
# "name": 'data_search',
# "title": 'sqllab',
# "icon": '<svg t="1649746944636" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="2366" width="200" height="200"><path d="M832 960H192V64h384l256 256zM576 160v160h160z m-64 224V128H256v768h512V384z" fill="#262626" p-id="2367"></path><path d="M672 736v-160h-32v192h96v-32zM601.6 673.28c-1.6-63.04-28.16-95.68-80-97.28-52.16 1.92-79.04 34.24-80.96 97.28 0.96 58.56 24.96 89.92 71.36 94.72h0.32c3.2 0.32 14.72 0.32 17.28 0H608v-32h-25.28c12.48-16.32 18.88-37.12 18.88-62.72z m-80 68.8c-28.48 0.64-42.88-22.4-42.88-68.8 0.64-45.12 14.72-67.84 42.88-67.84 27.52 0 41.6 22.72 41.92 67.84-0.32 45.44-14.4 68.16-41.92 68.8zM352 608c13.44-0.64 28.48 11.52 32 32h32c-6.08-37.12-27.84-64-64-64-35.2 1.92-55.36 19.84-57.92 54.08-0.96 27.2 12.48 45.12 40.64 53.12 11.52 3.2 20.8 6.4 27.84 10.24 8.64 3.84 13.12 10.24 13.44 19.52-0.64 11.84-11.2 22.4-24 23.04-16.64 0-28.48-6.4-32-32H288c7.04 44.8 25.28 65.28 64 64 38.72-0.64 63.04-19.2 64-56-0.64-21.76-8.64-38.08-24.96-49.28-8.96-6.08-20.48-11.2-34.56-15.04-15.68-3.84-22.72-10.24-21.76-19.52s7.36-19.52 17.28-20.16z" fill="#262626" p-id="2368"></path></svg>',
# "menu_type": "innerRoute",
# "url": "http://{host}/frontend/dataSearch".format(host=request.host)
# }
# ],
# },
{
"name": 'data_pipeline',
"title": '数据开发',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": 'etl_pipeline',
"title": '任务流',
"icon": '<svg t="1646714525402" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="37492" width="128" height="128"><path d="M576.364 706c59.702 0 108.1 48.398 108.1 108.1 0 59.702-48.398 108.1-108.1 108.1h-179.4c-59.702 0-108.1-48.398-108.1-108.1 0-59.702 48.398-108.1 108.1-108.1h179.4z m196.737-188.572c78.348 3.4 140.802 68.833 151.318 148.04 11.261 84.825-39.41 157.519-138.707 179.422l1.457 41.706a6.9 6.9 0 0 1-11.165 5.662l-82.04-64.617a6.9 6.9 0 0 1-0.367-10.53l77.321-70.17a6.9 6.9 0 0 1 11.533 4.869l1.123 32.004c61.365-17.221 88.357-59.32 81.565-110.477-6.833-51.47-46.297-93.259-93.207-96.091l-1.424-0.074-0.715-0.04c-16.15-1.081-28.566-14.87-27.86-31.128 0.716-16.498 14.67-29.292 31.168-28.576zM576.364 765.8h-179.4c-26.675 0-48.3 21.625-48.3 48.3 0 26.406 21.19 47.863 47.493 48.293l0.807 0.007h179.4c26.676 0 48.3-21.625 48.3-48.3 0-26.406-21.19-47.863-47.493-48.293l-0.807-0.007z m0-326.6c59.702 0 108.1 48.398 108.1 108.1 0 59.702-48.398 108.1-108.1 108.1h-179.4c-59.702 0-108.1-48.398-108.1-108.1 0-59.702 48.398-108.1 108.1-108.1h179.4zM261.236 260.804c0.706 16.258-11.71 30.047-27.86 31.128l-0.715 0.04c-47.534 2.063-87.729 44.175-94.631 96.165-5.815 43.8 13.134 80.958 57.218 101.55l1.02-29.118a6.9 6.9 0 0 1 11.532-4.868l77.321 70.169a6.9 6.9 0 0 1-0.367 10.53l-82.04 64.617a6.9 6.9 0 0 1-11.164-5.662l1.48-42.383C109.937 525.25 68.453 457.83 78.75 380.267c10.515-79.206 72.97-144.639 151.318-148.039 16.498-0.716 30.452 12.078 31.168 28.576zM576.364 499h-179.4c-26.675 0-48.3 21.625-48.3 48.3 0 26.406 21.19 47.863 47.493 48.293l0.807 0.007h179.4c26.676 0 48.3-21.625 48.3-48.3 0-26.406-21.19-47.863-47.493-48.293l-0.807-0.007z m0-345c59.702 0 108.1 48.398 108.1 108.1 0 59.702-48.398 108.1-108.1 108.1h-179.4c-59.702 0-108.1-48.398-108.1-108.1 0-59.702 48.398-108.1 108.1-108.1h179.4z m0 59.8h-179.4c-26.675 0-48.3 21.625-48.3 48.3 0 26.406 21.19 47.863 47.493 48.293l0.807 0.007h179.4c26.676 0 48.3-21.625 48.3-48.3 0-26.406-21.19-47.863-47.493-48.293l-0.807-0.007z" fill="#333333" p-id="37493"></path></svg>',
"menu_type": "api",
# "disable": True,
"url": "/etl_pipeline_modelview/api/",
},
{
"name": 'task_manager',
"title": '任务管理',
# "disable": True,
"icon": '<svg t="1646714570024" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="41094" width="128" height="128"><path d="M831.825 63.94H191.94c-70.692 0-128 57.308-128 128v639.885c0 70.692 57.308 128 128 128h639.885c70.692 0 128-57.308 128-128V191.94c0-70.692-57.308-128-128-128zM895.885 832a63.835 63.835 0 0 1-63.973 63.886H192.088c-17.112 0-33.27-6.575-45.372-18.676s-18.836-28.098-18.836-45.21V192a64.236 64.236 0 0 1 64.208-64.12h639.824A64.038 64.038 0 0 1 895.885 192V832z" p-id="41095"></path><path d="M791.998 351.852H536a31.97 31.97 0 0 0 0 63.94h256a31.97 31.97 0 0 0 0-63.94z m0 256.121H536a31.97 31.97 0 0 0 0 63.94h256a31.97 31.97 0 0 0 0-63.94z m-447.996-79.975c-61.856 0-111.986 50.144-111.986 111.985S282.16 751.97 344.002 751.97s111.985-50.144 111.985-111.986-50.13-111.985-111.985-111.985z m33.982 145.982a48.045 48.045 0 1 1 14.088-33.982 47.746 47.746 0 0 1-14.088 33.986z m39.412-376.586L311.999 402.787l-41.391-41.395a31.97 31.97 0 1 0-45.213 45.213l63.997 64.002a31.97 31.97 0 0 0 45.214 0l128-128a31.97 31.97 0 0 0-45.21-45.213z" p-id="41096"></path></svg>',
"menu_type": "api",
"url": "/etl_task_modelview/api/",
},
{
"name": 'instance_manager',
"title": '任务实例',
"disable": True,
"icon": '<svg t="1646714617148" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="41609" width="128" height="128"><path d="M112.64 95.36a32 32 0 0 0-32 32v332.16a32 32 0 0 0 32 32h332.16a32 32 0 0 0 32-32V128a32 32 0 0 0-32-32z m300.16 332.16H144.64V159.36h268.16zM938.88 293.76a197.76 197.76 0 1 0-197.76 197.76 198.4 198.4 0 0 0 197.76-197.76z m-332.16 0a133.76 133.76 0 1 1 133.76 133.76 134.4 134.4 0 0 1-133.76-133.76zM99.84 928.64h365.44a32 32 0 0 0 27.52-48L310.4 563.84a33.28 33.28 0 0 0-55.68 0l-182.4 316.8a32 32 0 0 0 27.52 48z m182.4-284.16l128 220.16h-256zM832 552.96h-177.28a32 32 0 0 0-27.52 16l-89.6 155.52a32 32 0 0 0 0 32l89.6 155.52a32 32 0 0 0 27.52 16H832a32 32 0 0 0 27.52-16l89.6-155.52a32 32 0 0 0 0-32l-89.6-155.52a32 32 0 0 0-27.52-16z m-18.56 311.04h-140.16L601.6 741.12l71.68-123.52h142.72l71.68 123.52z" fill="#1B213F" p-id="41610"></path></svg>',
"menu_type": "innerRoute",
}
]
},
]
},
# 机器学习
{
"name": 'train',
"title": '模型训练',
'hidden': 0,
"isExpand": True,
"icon": '<svg t="1656301644598" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="3966" width="200" height="200"><path d="M738.133333 85.333333C789.333333 85.333333 832 128 832 179.2c0 42.666667-27.733333 78.933333-66.133333 89.6l-27.733334 166.4c23.466667 17.066667 40.533333 44.8 40.533334 76.8 0 51.2-42.666667 93.866667-93.866667 93.866667-38.4 0-72.533333-23.466667-87.466667-57.6l-102.4-6.4c-12.8 14.933333-29.866667 23.466667-51.2 23.466666-36.266667 0-66.133333-29.866667-66.133333-66.133333 0-25.6 14.933333-49.066667 36.266667-59.733333l8.533333-55.466667c-10.666667-12.8-19.2-27.733333-19.2-46.933333 0-36.266667 29.866667-66.133333 66.133333-66.133334s66.133333 29.866667 66.133334 66.133334c0 25.6-14.933333 49.066667-36.266667 59.733333l-8.533333 55.466667c2.133333 2.133333 4.266667 6.4 6.4 8.533333l102.4 6.4c12.8-21.333333 32-38.4 55.466666-44.8L682.666667 256c-12.8-8.533333-23.466667-21.333333-32-36.266667H369.066667c-10.666667 23.466667-32 42.666667-57.6 49.066667l-49.066667 298.666667c34.133333 19.2 57.6 51.2 61.866667 91.733333l364.8 81.066667c23.466667-40.533333 66.133333-66.133333 115.2-66.133334 74.666667 0 132.266667 59.733333 132.266666 132.266667S878.933333 938.666667 806.4 938.666667c-70.4 0-128-53.333333-132.266667-121.6l-364.8-81.066667c-21.333333 34.133333-59.733333 55.466667-102.4 55.466667-66.133333 0-119.466667-53.333333-119.466666-119.466667 0-59.733333 42.666667-108.8 98.133333-117.333333L234.666667 256c-27.733333-17.066667-42.666667-44.8-42.666667-76.8C192 128 234.666667 85.333333 285.866667 85.333333c36.266667 0 70.4 21.333333 85.333333 53.333334h283.733333C669.866667 106.666667 701.866667 85.333333 738.133333 85.333333z" fill="#6415FF" p-id="3967"></path></svg>',
"children": [
{
"name": 'train_template',
"title": '模板开发',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": 'job_template',
"title": '任务模板',
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"menu_type": "api",
"url": "/job_template_fab_modelview/api/"
},
]
},
{
"name": 'train_task',
"title": '任务流',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": 'pipeline',
"title": '任务流',
"icon": '<svg t="1646707538926" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="17496" width="128" height="128"><path d="M527.579429 186.660571a119.954286 119.954286 0 1 1-67.949715 0V47.542857a33.938286 33.938286 0 0 1 67.949715 0v139.190857z m281.380571 604.598858a119.954286 119.954286 0 1 1 67.949714 0v139.190857a33.938286 33.938286 0 1 1-67.949714 0v-139.190857z m-698.441143 0a119.954286 119.954286 0 1 1 67.949714 0v139.190857a33.938286 33.938286 0 0 1-67.949714 0v-139.190857zM144.457143 13.531429c18.797714 0 34.011429 15.213714 34.011428 33.938285v410.038857a33.938286 33.938286 0 0 1-67.949714 0V47.542857c0-18.724571 15.213714-33.938286 33.938286-33.938286z m0 722.139428a60.269714 60.269714 0 1 0 0-120.466286 60.269714 60.269714 0 0 0 0 120.466286z m698.514286-722.139428c18.724571 0 33.938286 15.213714 33.938285 33.938285v410.038857a33.938286 33.938286 0 1 1-67.949714 0V47.542857c0-18.724571 15.213714-33.938286 34.011429-33.938286z m0 722.139428a60.269714 60.269714 0 1 0 0-120.466286 60.269714 60.269714 0 0 0 0 120.466286z m-349.403429 228.717714a33.938286 33.938286 0 0 1-33.938286-33.938285V520.411429a33.938286 33.938286 0 0 1 67.949715 0v410.038857a33.938286 33.938286 0 0 1-34.011429 33.938285z m0-722.139428a60.269714 60.269714 0 1 0 0 120.539428 60.269714 60.269714 0 0 0 0-120.539428z" fill="#000000" p-id="17497"></path></svg>',
"menu_type": "api",
"url": "/pipeline_modelview/api/",
"model_name":"pipeline",
"related": [
{
"hidden": 1,
"name": 'task',
"title": '任务',
"icon": '<svg t="1646706405313" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="3745" width="128" height="128"><path d="M992 512c0-12-6-24-18-30l-108-60 108-60c12 0 18-12 18-30 0-12-6-24-18-30L530 68c-12-6-24-6-30 0L50 302c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 6-18 18-18 30s6 24 18 30l108 60-108 60c-12 0-18 12-18 30 0 12 6 24 18 30l444 234c6 0 12 6 18 6 6 0 12 0 18-6l444-234c12-6 18-18 18-30s-6-24-18-30l-108-60 108-60c12-6 18-18 18-30zM140 332L512 140 884 332 512 530 140 332z m744 360L512 884 140 692l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48z m-372 18L140 512l90-48 264 138c6 0 12 6 18 6 6 0 12 0 18-6l264-138 90 48L512 710z" p-id="3746"></path></svg>',
"menu_type": "api",
"url": "/task_modelview/api/",
}
]
},
{
"name": 'runhistory',
"title": '定时调度记录',
"icon": '<svg t="1646707555273" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="18410" width="128" height="128"><path d="M491.287273 915.316364c-224.581818 0-407.272727-182.690909-407.272728-407.272728 0-156.392727 87.272727-296.494545 227.607273-365.614545 11.403636-5.585455 25.367273-0.930909 31.185455 10.705454 5.585455 11.636364 0.930909 25.367273-10.705455 31.185455-124.276364 61.207273-201.541818 185.250909-201.541818 323.723636 0 198.981818 161.745455 360.727273 360.727273 360.727273s360.727273-161.745455 360.727272-360.727273-161.745455-360.727273-360.727272-360.727272c-12.8 0-23.272727-10.472727-23.272728-23.272728s10.472727-23.272727 23.272728-23.272727c224.581818 0 407.272727 182.690909 407.272727 407.272727s-182.690909 407.272727-407.272727 407.272728z" fill="#040000" p-id="18411"></path><path d="M491.287273 531.316364c-12.8 0-23.272727-10.472727-23.272728-23.272728l-0.232727-279.272727c0-12.8 10.472727-23.272727 23.272727-23.272727s23.272727 10.472727 23.272728 23.272727l0.232727 279.272727c0 12.8-10.472727 23.272727-23.272727 23.272728z" fill="#040000" p-id="18412"></path><path d="M688.407273 531.316364h-197.12c-12.8 0-23.272727-10.472727-23.272728-23.272728s10.472727-23.272727 23.272728-23.272727h197.12c12.8 0 23.272727 10.472727 23.272727 23.272727s-10.472727 23.272727-23.272727 23.272728z" fill="#040000" p-id="18413"></path></svg>',
"menu_type": "api",
"url": "/runhistory_modelview/api/"
},
{
"name": 'workflow',
"title": '运行实例',
"icon": '<svg t="1646707580896" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="19019" width="128" height="128"><path d="M422 684h360c19.882 0 36 16.118 36 36v140c0 19.882-16.118 36-36 36H422c-19.882 0-36-16.118-36-36V720c0-19.882 16.118-36 36-36z m36 72v68h288v-68H458zM242 128h360c19.882 0 36 16.118 36 36v140c0 19.882-16.118 36-36 36H242c-19.882 0-36-16.118-36-36V164c0-19.882 16.118-36 36-36z m36 72v68h288v-68H278z" p-id="19020"></path><path d="M178 476c-19.683 0-35.677 15.797-35.995 35.405L142 512v278c0 19.683 15.797 35.677 35.405 35.995L178 826h142c19.882 0 36-16.118 36-36 0-19.683-15.797-35.677-35.405-35.995L320 754H214V548h204.68c19.684 0 35.678-15.797 35.995-35.405l0.005-0.595c0-19.683-15.797-35.677-35.404-35.995l-0.596-0.005H178z m526-278c-19.882 0-36 16.118-36 36 0 19.683 15.797 35.677 35.405 35.995L704 270h106v206H603.037c-19.683 0-35.677 15.797-35.995 35.405l-0.005 0.595c0 19.683 15.797 35.677 35.405 35.995l0.595 0.005H846c19.683 0 35.677-15.797 35.995-35.405L882 512V234c0-19.683-15.797-35.677-35.405-35.995L846 198H704z" p-id="19021"></path><path d="M534.749 394.274l111 90c17.77 14.408 17.77 41.52 0 55.927l-111 90c-13.216 10.716-32.13 10.716-45.346 0l-111-90c-17.77-14.408-17.77-41.519 0-55.927l111-90c13.216-10.715 32.13-10.715 45.346 0z m-22.673 74.309l-53.839 43.654 53.839 43.654 53.84-43.654-53.84-43.654z" p-id="19022"></path></svg>',
"menu_type": "api",
"url": "/workflow_modelview/api/"
},
]
},
{
"name": 'train_hyperparameter',
"title": '超参搜索',
"isExpand": True,
"isMenu": True,
"children": [
{
"name": 'nni',
"title": 'nni超参搜索',
"icon": '<svg t="1646707647264" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="22114" width="128" height="128"><path d="M 340.11 511.12 h -99.32 V 121.77 a 21.5 21.5 0 0 0 -43 0 v 389.35 H 98 a 21.51 21.51 0 0 0 -21.5 21.5 v 107.14 a 21.5 21.5 0 0 0 21.5 21.5 h 99.56 v 245.6 a 21.5 21.5 0 0 0 43 0 v -245.6 h 99.55 a 21.5 21.5 0 0 0 21.5 -21.5 V 532.62 a 21.51 21.51 0 0 0 -21.5 -21.5 Z m -21.5 107.14 H 119.5 v -64.14 h 199.11 Z M 633.09 270.12 h -99.32 V 121.77 a 21.5 21.5 0 1 0 -43 0 v 148.35 H 391 a 21.51 21.51 0 0 0 -21.5 21.5 v 107.14 a 21.5 21.5 0 0 0 21.5 21.5 h 99.56 v 486.6 a 21.5 21.5 0 0 0 43 0 v -486.6 h 99.55 a 21.5 21.5 0 0 0 21.5 -21.5 V 291.62 a 21.51 21.51 0 0 0 -21.52 -21.5 Z m -21.5 107.14 H 412.48 v -64.14 h 199.11 Z M 924.29 649.12 h -99.56 V 121.77 a 21.5 21.5 0 1 0 -43 0 v 527.35 h -99.55 a 21.51 21.51 0 0 0 -21.5 21.5 v 107.14 a 21.5 21.5 0 0 0 21.5 21.5 h 99.55 v 107.6 a 21.5 21.5 0 1 0 43 0 v -107.6 h 99.56 a 21.5 21.5 0 0 0 21.5 -21.5 V 670.62 a 21.51 21.51 0 0 0 -21.5 -21.5 Z m -21.5 107.14 H 703.68 v -64.14 h 199.11 Z" p-id="22115"></path></svg>',
"menu_type": "api",
"url": "/nni_modelview/api/"
},
{
"name": 'ray',
"title": 'ray超参搜索',
"icon": '<svg t="1646707647264" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="22114" width="128" height="128"><path d="M 340.11 511.12 h -99.32 V 121.77 a 21.5 21.5 0 0 0 -43 0 v 389.35 H 98 a 21.51 21.51 0 0 0 -21.5 21.5 v 107.14 a 21.5 21.5 0 0 0 21.5 21.5 h 99.56 v 245.6 a 21.5 21.5 0 0 0 43 0 v -245.6 h 99.55 a 21.5 21.5 0 0 0 21.5 -21.5 V 532.62 a 21.51 21.51 0 0 0 -21.5 -21.5 Z m -21.5 107.14 H 119.5 v -64.14 h 199.11 Z M 633.09 270.12 h -99.32 V 121.77 a 21.5 21.5 0 1 0 -43 0 v 148.35 H 391 a 21.51 21.51 0 0 0 -21.5 21.5 v 107.14 a 21.5 21.5 0 0 0 21.5 21.5 h 99.56 v 486.6 a 21.5 21.5 0 0 0 43 0 v -486.6 h 99.55 a 21.5 21.5 0 0 0 21.5 -21.5 V 291.62 a 21.51 21.51 0 0 0 -21.52 -21.5 Z m -21.5 107.14 H 412.48 v -64.14 h 199.11 Z M 924.29 649.12 h -99.56 V 121.77 a 21.5 21.5 0 1 0 -43 0 v 527.35 h -99.55 a 21.51 21.51 0 0 0 -21.5 21.5 v 107.14 a 21.5 21.5 0 0 0 21.5 21.5 h 99.55 v 107.6 a 21.5 21.5 0 1 0 43 0 v -107.6 h 99.56 a 21.5 21.5 0 0 0 21.5 -21.5 V 670.62 a 21.51 21.51 0 0 0 -21.5 -21.5 Z m -21.5 107.14 H 703.68 v -64.14 h 199.11 Z" p-id="22115"></path></svg>',
"menu_type": "api",
"disable":True,
"url": "/nni_modelview/api/"
}
]
},
]
},
# 服务化
{
"name": 'service',
"title": '服务化',
"isMenu": True,
# "isExpand": True,
"icon":'<svg t="1658475429152" class="icon" viewBox="0 0 1056 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="3298" width="200" height="200"><path d="M784.818005 488.94136h-417.766352l2.578804-28.366851a206.304371 206.304371 0 0 1 412.608743 0z m-357.938085-51.576092h298.109817a154.728279 154.728279 0 0 0-298.109817 0zM956.566394 333.18156L928.715304 291.404925a430.660375 430.660375 0 0 0-176.905999-145.960343l-56.217941-25.272286 57.249463-22.69348c121.203818-47.450005 180.000564-23.725003 206.304372 4.126087s48.481527 78.395661 13.409784 182.579369z m-128.940232-206.304372a485.331034 485.331034 0 0 1 108.825556 91.805446 92.836967 92.836967 0 0 0-13.409784-81.490227A103.152186 103.152186 0 0 0 825.563118 127.90871zM202.008155 979.945765a118.109253 118.109253 0 0 1-87.163597-31.461417c-46.418484-46.418484-41.260874-135.645124 14.957067-251.175572l25.272286-51.576093 21.661959 54.670658a434.270702 434.270702 0 0 0 166.075019 202.178284l40.745113 26.303808-44.35544 19.083154a384.757653 384.757653 0 0 1-123.266862 33.008699z m-47.450005-206.304372c-23.725003 66.017399-25.272286 118.109253-2.578805 140.802734a76.848378 76.848378 0 0 0 61.375551 15.988588 269.742966 269.742966 0 0 0 62.407072-12.894023A488.94136 488.94136 0 0 1 155.073911 768.999545z" fill="#5E5C5C" p-id="3299"></path><path d="M179.830435 1023.785443a187.221217 187.221217 0 0 1-138.223928-51.576092 176.390238 176.390238 0 0 1-41.260875-124.814145 545.159302 545.159302 0 0 1 29.914134-171.232628A882.466949 882.466949 0 0 1 74.615206 567.337022l-3.094566 4.126087 37.650548-151.117952a480.689186 480.689186 0 0 1 464.184836-363.611455h28.366851c165.043497-69.627725 308.940796-75.816857 370.316347-14.957067a185.673934 185.673934 0 0 1 51.576093 126.361428A385.273414 385.273414 0 0 1 999.374551 309.456557a481.720707 481.720707 0 0 1 57.249463 227.45057 499.256579 499.256579 0 0 1-2.578804 54.670658l-3.094566 29.398373H423.785355a164.011975 164.011975 0 0 0 304.814709 45.386962l7.220653-13.409784 17.535871-3.610327h292.952208l-14.957067 43.839679a480.689186 480.689186 0 0 1-454.901139 325.445146 474.500054 474.500054 0 0 1-203.209806-44.871201 464.184836 464.184836 0 0 1-193.410349 50.02881z m309.456558-879.888144L346.421215 286.763076l-29.398373 29.914134a1031.521857 1031.521857 0 0 0-149.570669 188.7685 897.939777 897.939777 0 0 0-88.195119 187.221217 493.583209 493.583209 0 0 0-27.85109 154.728279 129.971754 129.971754 0 0 0 26.819568 88.71088c51.576093 51.576093 154.728279 47.450005 283.15275-14.441306l11.346741-5.673371 11.34674 5.673371a422.408201 422.408201 0 0 0 191.347305 44.8712 429.113093 429.113093 0 0 0 396.620154-265.616878h-206.304372a215.072307 215.072307 0 0 1-398.683197-103.152186v-26.819568h636.964746v-32.492938a429.628854 429.628854 0 0 0-55.186419-213.525025l-5.67337-10.315218 4.126087-11.346741a346.075583 346.075583 0 0 0 24.756525-133.06632 135.645124 135.645124 0 0 0-36.619026-92.321206c-45.386962-44.871201-175.358716-33.008699-316.161449 28.882612h-42.808157A427.050049 427.050049 0 0 0 309.802189 200.631001a432.207658 432.207658 0 0 0-115.014687 138.73969A601.377243 601.377243 0 0 1 314.959799 246.017963z" fill="#5E5C5C" p-id="3300"></path></svg>',
"children": [
{
"name": 'k8s_service',
"title": '内部服务',
"icon": '<svg t="1646708008152" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="31188" width="128" height="128"><path d="M967.111111 113.777778v682.666666H56.888889V113.777778h910.222222zM113.777778 170.666667v568.888889h796.444444V170.666667H113.777778z" fill="#333333" p-id="31189"></path><path d="M170.666667 853.333333h682.666666v56.888889H170.666667z" fill="#333333" p-id="31190"></path><path d="M665.6 648.533333l-39.822222-45.511111L773.688889 455.111111 625.777778 307.2l39.822222-45.511111L853.333333 455.111111zM358.4 648.533333l39.822222-45.511111L250.311111 455.111111 398.222222 307.2l-39.822222-45.511111L170.666667 455.111111zM540.899556 221.866667l55.182222 13.824L483.157333 688.355556l-55.182222-13.767112z" fill="#333333" p-id="31191"></path></svg>',
"menu_type": "api",
"url": "/service_modelview/api/"
},
{
"name": 'inferenceservice',
"title": '推理服务',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": 'model_manager',
"title": '模型管理',
"icon": '<svg t="1658320907066" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="14656" width="200" height="200"><path d="M512 1024C229.888 1024 0 794.112 0 512S229.888 0 512 0s512 229.888 512 512-229.888 512-512 512z m0-972.8c-253.952 0-460.8 206.848-460.8 460.8s206.848 460.8 460.8 460.8 460.8-206.848 460.8-460.8-206.848-460.8-460.8-460.8z" fill="" p-id="14657"></path><path d="M512 870.4c-28.16 0-51.2-23.04-51.2-51.2V409.6c0-28.16 23.04-51.2 51.2-51.2s51.2 23.04 51.2 51.2v409.6c0 28.16-23.04 51.2-51.2 51.2z" fill="" p-id="14658"></path><path d="M512 256m-51.2 0a51.2 51.2 0 1 0 102.4 0 51.2 51.2 0 1 0-102.4 0Z" fill="" p-id="14659"></path></svg>',
"menu_type": "api",
"url": "/training_model_modelview/api/"
},
{
"name": 'inferenceservice_manager',
"title": '服务上线',
"icon": '<svg t="1647603468955" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="8582" width="128" height="128"><path d="M512 170.666667H398.222222v682.666666h56.888889V512h56.888889c91.022222 0 170.666667-73.955556 170.666667-170.666667s-73.955556-170.666667-170.666667-170.666666z m113.777778 170.666666c0 62.577778-51.2 113.777778-113.777778 113.777778H455.111111V227.555556h56.888889c62.577778 0 113.777778 51.2 113.777778 113.777777zM910.222222 227.555556V170.666667h-170.666666v56.888889h56.888888v568.888888h-56.888888v56.888889h170.666666v-56.888889h-56.888889V227.555556zM199.111111 170.666667C119.466667 170.666667 56.888889 233.244444 56.888889 312.888889V853.333333h56.888889V512h170.666666v341.333333h56.888889V312.888889C341.333333 233.244444 278.755556 170.666667 199.111111 170.666667zM284.444444 455.111111H113.777778V312.888889C113.777778 267.377778 153.6 227.555556 199.111111 227.555556h5.688889C244.622222 227.555556 284.444444 267.377778 284.444444 312.888889V455.111111z" fill="#333333" p-id="8583"></path></svg>',
"menu_type": "api",
"url": "/inferenceservice_modelview/api/"
},
]
},
{
"name": 'inferenceservice_pipeline',
"title": '服务pipeline',
"icon": '<svg t="1646708148024" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="32938" width="128" height="128"><path d="M576.364 706c59.702 0 108.1 48.398 108.1 108.1 0 59.702-48.398 108.1-108.1 108.1h-179.4c-59.702 0-108.1-48.398-108.1-108.1 0-59.702 48.398-108.1 108.1-108.1h179.4z m196.737-188.572c78.348 3.4 140.802 68.833 151.318 148.04 11.261 84.825-39.41 157.519-138.707 179.422l1.457 41.706a6.9 6.9 0 0 1-11.165 5.662l-82.04-64.617a6.9 6.9 0 0 1-0.367-10.53l77.321-70.17a6.9 6.9 0 0 1 11.533 4.869l1.123 32.004c61.365-17.221 88.357-59.32 81.565-110.477-6.833-51.47-46.297-93.259-93.207-96.091l-1.424-0.074-0.715-0.04c-16.15-1.081-28.566-14.87-27.86-31.128 0.716-16.498 14.67-29.292 31.168-28.576zM576.364 765.8h-179.4c-26.675 0-48.3 21.625-48.3 48.3 0 26.406 21.19 47.863 47.493 48.293l0.807 0.007h179.4c26.676 0 48.3-21.625 48.3-48.3 0-26.406-21.19-47.863-47.493-48.293l-0.807-0.007z m0-326.6c59.702 0 108.1 48.398 108.1 108.1 0 59.702-48.398 108.1-108.1 108.1h-179.4c-59.702 0-108.1-48.398-108.1-108.1 0-59.702 48.398-108.1 108.1-108.1h179.4zM261.236 260.804c0.706 16.258-11.71 30.047-27.86 31.128l-0.715 0.04c-47.534 2.063-87.729 44.175-94.631 96.165-5.815 43.8 13.134 80.958 57.218 101.55l1.02-29.118a6.9 6.9 0 0 1 11.532-4.868l77.321 70.169a6.9 6.9 0 0 1-0.367 10.53l-82.04 64.617a6.9 6.9 0 0 1-11.164-5.662l1.48-42.383C109.937 525.25 68.453 457.83 78.75 380.267c10.515-79.206 72.97-144.639 151.318-148.039 16.498-0.716 30.452 12.078 31.168 28.576zM576.364 499h-179.4c-26.675 0-48.3 21.625-48.3 48.3 0 26.406 21.19 47.863 47.493 48.293l0.807 0.007h179.4c26.676 0 48.3-21.625 48.3-48.3 0-26.406-21.19-47.863-47.493-48.293l-0.807-0.007z m0-345c59.702 0 108.1 48.398 108.1 108.1 0 59.702-48.398 108.1-108.1 108.1h-179.4c-59.702 0-108.1-48.398-108.1-108.1 0-59.702 48.398-108.1 108.1-108.1h179.4z m0 59.8h-179.4c-26.675 0-48.3 21.625-48.3 48.3 0 26.406 21.19 47.863 47.493 48.293l0.807 0.007h179.4c26.676 0 48.3-21.625 48.3-48.3 0-26.406-21.19-47.863-47.493-48.293l-0.807-0.007z" fill="#333333" p-id="32939"></path></svg>',
"menu_type": "api",
"disable":True,
"url": "/service_pipeline_modelview/api/"
},
]
},
{
"name": 'index',
"title": '首页',
"menu_type": "iframe",
"hidden":True,
"url": "/static/appbuilder/vison/index.html#/home"
}
]
if g.user.username in conf.get('ADMIN_USER','').split(','):
setting={
"name": 'security',
"title": '安全设置',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": 'security-user',
"title": '用户列表',
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{
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{
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"menu_type": "iframe",
"url": '/logmodelview/list/',
}
]
}
links = {
"name": 'link',
"title": '链接',
'hidden': 0,
"icon": '<svg t="1653033023483" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="2982" width="200" height="200"><path d="M618.24 439.381333a152.746667 152.746667 0 0 1 0 216l-135.893333 135.893334a163.370667 163.370667 0 1 1-231.04-231.04l66.922666-66.944 45.269334 45.269333-66.944 66.944a99.370667 99.370667 0 1 0 140.522666 140.522667l135.893334-135.893334a88.746667 88.746667 0 0 0 0-125.482666z m182.528-197.589333a163.370667 163.370667 0 0 1 0 231.04L733.866667 539.776l-45.269334-45.248 66.944-66.944a99.370667 99.370667 0 1 0-140.522666-140.522667l-135.893334 135.893334a88.746667 88.746667 0 0 0 0 125.482666l-45.269333 45.269334a152.746667 152.746667 0 0 1 0-216l135.893333-135.893334a163.370667 163.370667 0 0 1 231.04 0z" p-id="2983"></path></svg>',
"isMenu": True,
"isExpand": True,
"children": [
{
"name": link.get('name',''),
"title": link.get('label',''),
"icon": '<svg t="1653033023483" class="icon" viewBox="0 0 1024 1024" version="1.1" xmlns="http://www.w3.org/2000/svg" p-id="2982" width="200" height="200"><path d="M618.24 439.381333a152.746667 152.746667 0 0 1 0 216l-135.893333 135.893334a163.370667 163.370667 0 1 1-231.04-231.04l66.922666-66.944 45.269334 45.269333-66.944 66.944a99.370667 99.370667 0 1 0 140.522666 140.522667l135.893334-135.893334a88.746667 88.746667 0 0 0 0-125.482666z m182.528-197.589333a163.370667 163.370667 0 0 1 0 231.04L733.866667 539.776l-45.269334-45.248 66.944-66.944a99.370667 99.370667 0 1 0-140.522666-140.522667l-135.893334 135.893334a88.746667 88.746667 0 0 0 0 125.482666l-45.269333 45.269334a152.746667 152.746667 0 0 1 0-216l135.893333-135.893334a163.370667 163.370667 0 0 1 231.04 0z" p-id="2983"></path></svg>',
"menu_type": "out_link",
"url": 'http://'+request.host+link.get('url','') if 'http' not in link.get('url','') else link.get('url',''),
} for link in conf.get('ALL_LINKS',[])
]
}
menu[0]['children'].append(setting)
menu[0]['children'].append(links)
# menu = menu+setting
return jsonify(menu)
@expose("/web/log/<cluster_name>/<namespace>/<pod_name>", methods=["GET",])
def web_log(self,cluster_name,namespace,pod_name):
from myapp.utils.py.py_k8s import K8s
all_clusters = conf.get('CLUSTERS',{})
if cluster_name in all_clusters:
kubeconfig = all_clusters[cluster_name].get('KUBECONFIG','')
pod_url = all_clusters[cluster_name].get('K8S_DASHBOARD_CLUSTER') + "#/log/%s/%s/pod?namespace=%s&container=%s" % (namespace, pod_name, namespace, pod_name)
else:
kubeconfig = None
pod_url = conf.get('K8S_DASHBOARD_CLUSTER') + "#/log/%s/%s/pod?namespace=%s&container=%s" % (namespace, pod_name, namespace, pod_name)
k8s = K8s(kubeconfig)
pod = k8s.get_pods(namespace=namespace, pod_name=pod_name)
if pod:
pod = pod[0]
flash('当前pod状态：%s'%pod['status'],category='warning')
data = {
"url": pod_url,
"target": 'div.kd-scroll-container', # kd-logs-container :nth-of-type(0)
"delay": 2000,
"loading":True,
"currentHeight": 128
}
# 返回模板
if cluster_name == conf.get('ENVIRONMENT'):
return self.render_template('link.html', data=data)
else:
return self.render_template('external_link.html', data=data)
@expose("/tail/log/<cluster_name>/<namespace>/<pod_name>/<lines>", methods=["GET",])
def tail_log(self,cluster_name,namespace,pod_name,lines=100):
from myapp.utils.py.py_k8s import K8s
all_clusters = conf.get('CLUSTERS',{})
if cluster_name in all_clusters:
kubeconfig = all_clusters[cluster_name].get('KUBECONFIG','')
else:
kubeconfig = None
k8s = K8s(kubeconfig)
pod = k8s.get_pods(namespace=namespace, pod_name=pod_name)
if pod:
pod = pod[0]
flash('当前pod状态：%s'%pod['status'],category='warning')
# tail_lines = request.values.get("tail_lines", 1000)
try:
resp = Response(stream_with_context(k8s.get_pod_log_stream(pod_name,namespace, int(lines))), mimetype="text/plain")
return resp
except Exception as e:
return jsonify(dict(
code=7000,
message=str(e)
))
@expose("/web/debug/<cluster_name>/<namespace>/<pod_name>/<container_name>", methods=["GET", "POST"])
def web_debug(self,cluster_name,namespace,pod_name,container_name):
cluster=conf.get('CLUSTERS',{})
if cluster_name in cluster:
pod_url = cluster[cluster_name].get('K8S_DASHBOARD_CLUSTER') + '#/shell/%s/%s/%s?namespace=%s' % (namespace, pod_name,container_name, namespace)
else:
pod_url = conf.get('K8S_DASHBOARD_CLUSTER') + '#/shell/%s/%s/%s?namespace=%s' % (namespace, pod_name, container_name, namespace)
print(pod_url)
data = {
"url": pod_url,
"target":'div.kd-scroll-container', # 'div.kd-scroll-container.ng-star-inserted',
"delay": 2000,
"loading": True
}
# 返回模板
if cluster_name==conf.get('ENVIRONMENT'):
return self.render_template('link.html', data=data)
else:
return self.render_template('external_link.html', data=data)
@expose('/schedule/node/<ip>')
def schedule_node(self,ip):
all_node_json = resource_used['data']
for cluster_name in all_node_json:
nodes = all_node_json[cluster_name]
if ip in nodes:
clusters = conf.get('CLUSTERS', {})
cluster = clusters[cluster_name]
k8s_client = K8s(cluster.get('KUBECONFIG',''))
# 获取最新的节点信息
nodes = k8s_client.get_node(ip=ip)
if nodes:
node = nodes[0]
enable_train = node['labels'].get('train','true')
k8s_client.label_node([ip],{"train":"false" if enable_train=='true' else "true"})
break
return redirect('/myapp/home')
# from myapp import tracer
# 机器学习首页资源弹窗
def mlops_traffic(self,url):
if 1 or not resource_used['check_time'] or resource_used['check_time'] < (
datetime.datetime.now() - datetime.timedelta(minutes=10)):
clusters = conf.get('CLUSTERS', {})
for cluster_name in clusters:
cluster = clusters[cluster_name]
k8s_client = K8s(cluster.get('KUBECONFIG',''))
all_node = k8s_client.get_node()
all_node_json = {}
for node in all_node: # list 转dict
ip = node['hostip']
if 'cpu' in node['labels'] or 'gpu' in node['labels']:
all_node_json[ip] = node
all_node_json[ip]['used_memory'] = []
all_node_json[ip]['used_cpu'] = []
all_node_json[ip]['used_gpu'] = []
all_node_json[ip]['user'] = []
# print(all_node_json)
for namespace in ['jupyter', 'pipeline', 'katib', 'service']:
all_pods = k8s_client.get_pods(namespace=namespace)
for pod in all_pods:
if pod['status'] == 'Running' and pod['host_ip'] in all_node_json:
# print(namespace,pod)
all_node_json[pod['host_ip']]['used_memory'].append(pod['memory'])
all_node_json[pod['host_ip']]['used_cpu'].append(pod['cpu'])
all_node_json[pod['host_ip']]['used_gpu'].append(pod['gpu'])
# user = pod['labels'].get('user','')
# if not user:
# user = pod['labels'].get('run-rtx','')
# if not user:
# user = pod['labels'].get('rtx-user','')
# if user:
# all_node_json[pod['host_ip']]['user'].append(user)
# print(all_node_json[pod['host_ip']])
for node in all_node_json:
all_node_json[node]['used_memory'] = int(sum(all_node_json[node]['used_memory']))
all_node_json[node]['used_cpu'] = int(sum(all_node_json[node]['used_cpu']))
all_node_json[node]['used_gpu'] = int(sum(all_node_json[node]['used_gpu']))
resource_used['data'][cluster_name] = all_node_json
resource_used['check_time'] = datetime.datetime.now()
all_node_json = resource_used['data']
# 数据格式说明 dict:
# 'delay': Integer 延时隐藏 单位: 毫秒 0为不隐藏
# 'hit': Boolean 是否命中
# 'target': String 当前目标
# 'type': String 类型 目前仅支持html类型
# 'title': String 标题
# 'content': String 内容html内容
# /static/appbuilder/mnt/make_pipeline.mp4
message = ''
td_html = '<td style="border: 1px solid black;padding: 10px">%s</th>'
message += "<tr>%s %s %s %s %s %s %s<tr>" % (
td_html % "集群", td_html % "资源组(监控)", td_html % "机器(进出)", td_html % "机型", td_html % "cpu占用率", td_html % "内存占用率",
td_html % "gpu占用率")
global_cluster_load = {}
for cluster_name in all_node_json:
global_cluster_load[cluster_name] = {
"cpu_req": 0,
"cpu_all": 0,
"mem_req": 0,
"mem_all": 0,
"gpu_req": 0,
"gpu_all": 0
}
nodes = all_node_json[cluster_name]
# nodes = sorted(nodes.items(), key=lambda item: item[1]['labels'].get('org','public'))
# ips = [node[0] for node in nodes]
# values = [node[1] for node in nodes]
# nodes = dict(zip(ips,values))
# 按项目组和设备类型分组
stored_nodes = {}
for ip in nodes:
org = nodes[ip]['labels'].get('org', 'public')
device = 'gpu/' + nodes[ip]['labels'].get('gpu-type', '') if 'gpu' in nodes[ip]['labels'] else 'cpu'
if org not in stored_nodes:
stored_nodes[org] = {}
if device not in stored_nodes[org]:
stored_nodes[org][device] = {}
stored_nodes[org][device][ip] = nodes[ip]
nodes = {}
for org in stored_nodes:
for device in stored_nodes[org]:
nodes.update(stored_nodes[org][device])
cluster_config = conf.get('CLUSTERS', {}).get(cluster_name, {})
grafana_url = cluster_config.get('GRAFANA_HOST', '').strip('/') + conf.get('GRAFANA_CLUSTER_PATH')
for ip in nodes:
org = nodes[ip]['labels'].get('org', 'public')
enable_train = nodes[ip]['labels'].get('train', 'true')
if g.user.is_admin():
if enable_train == 'true':
ip_html = '<a href="%s">%s</a>' % ("/myapp/schedule/node/%s" % ip, ip)
else:
ip_html = '<a href="%s"><strike>%s</strike></a>' % ("/myapp/schedule/node/%s" % ip, ip)
else:
if enable_train == 'true':
ip_html = ip
else:
ip_html = '<strike>%s</strike>' % (ip,)
share = nodes[ip]['labels'].get('share', 'true')
clolr = "#FFFFFF" if share == 'true' else '#F0F0F0'
message += '<tr bgcolor="%s">%s %s %s %s %s %s %s<tr>' % (
clolr,
td_html % cluster_name,
td_html % ('<a target="blank" href="%s">%s</a>' % (grafana_url + org, org)),
td_html % ip_html,
td_html % (
'gpu/' + nodes[ip]['labels'].get('gpu-type', '') if 'gpu' in nodes[ip]['labels'] else 'cpu'),
td_html % ("cpu:%s/%s" % (nodes[ip]['used_cpu'], nodes[ip]['cpu'])),
td_html % ("mem:%s/%s" % (nodes[ip]['used_memory'], nodes[ip]['memory'])),
td_html % ("gpu:%s/%s" % (nodes[ip]['used_gpu'], nodes[ip]['gpu'])),
# td_html % (','.join(list(set(nodes[ip]['user']))[0:1]))
)
global_cluster_load[cluster_name]['cpu_req'] += int(nodes[ip]['used_cpu'])
global_cluster_load[cluster_name]['cpu_all'] += int(nodes[ip]['cpu'])
global_cluster_load[cluster_name]['mem_req'] += int(nodes[ip]['used_memory'])
global_cluster_load[cluster_name]['mem_all'] += int(nodes[ip]['memory'])
global_cluster_load[cluster_name]['gpu_req'] += int(nodes[ip]['used_gpu'])
global_cluster_load[cluster_name]['gpu_all'] += int(nodes[ip]['gpu'])
message = Markup(f'<table>%s</table>' % message)
# print(message)
cluster_global_info = ''
# for cluster_name in global_cluster_load:
# cluster_global_info+='\n集群:%s,CPU:%s/%s,MEM:%s/%s,GPU::%s/%s'%(
# cluster_name,
# global_cluster_load[cluster_name]['cpu_req'],global_cluster_load[cluster_name]['cpu_all'],
# global_cluster_load[cluster_name]['mem_req'], global_cluster_load[cluster_name]['mem_all'],
# global_cluster_load[cluster_name]['gpu_req'], global_cluster_load[cluster_name]['gpu_all'],
# )
data = {
'content': message,
'delay': 300000,
'hit': True,
'target': url,
'title': '当前负载(%s)' % cluster_global_info,
'type': 'html',
}
# 返回模板
return jsonify(data)
@expose('/feature/check')
# @trace(tracer,depth=1,trace_content='line')
def featureCheck(self):
url = request.values.get("url", type=str, default=None)
print(url)
if '/myapp/home' in url:
return self.mlops_traffic(url)
return jsonify({})
# add_view_no_menu添加视图，但是没有菜单栏显示
appbuilder.add_view_no_menu(Myapp)
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