{"componentChunkName":"component---src-templates-tutorial-js","path":"/zh/tutorial/SpatialDataScience/","result":{"data":{"markdownRemark":{"html":"<h2 id=\"数据科学服务\"><a href=\"#%E6%95%B0%E6%8D%AE%E7%A7%91%E5%AD%A6%E6%9C%8D%E5%8A%A1\" aria-hidden class=\"anchor\"><svg aria-hidden=\"true\" height=\"16\" version=\"1.1\" viewBox=\"0 0 16 16\" width=\"16\"><path fill-rule=\"evenodd\" d=\"M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z\"></path></svg></a>数据科学服务</h2>\n<p>SuperMap iManager支持一键创建iServer数据科学服务。SuperMap iServer数据科学服务是面向数据科学家、数据分析师等角色打造的在线交互式Python开发环境，可以在线创建、运行、监控Python脚本，基于空间数据进行分布式分析、机器学习等工作。其核心是SuperMap iObject Python，此外还集成了丰富的Python开源分析及机器学习库，如numpy、opencv、proj4和tensorflow等，提供集成化的环境，结合iServer平台海量的地理数据资源，让用户更关注于解决数据分析问题本身。</p>\n<p>在监管方面，可通过拓扑图了解各项服务间的关联及节点状态、查看站点账户、查看服务度量指标与追踪记录、重新部署站点、删除站点、使用关键字搜索服务。可对服务一键重新部署，调整服务规格，修改服务所用镜像，对服务节点手动/动态伸缩，解决单点失效。可查看每个服务的操作日志，并支持在命令行输入shell命令操作服务节点。</p>\n<p>数据科学服务包含的服务如下图所示：</p>\n<p>\n  <a\n    class=\"gatsby-resp-image-link\"\n    href=\"/iManager_K8S/1014/static/c8523048db3f37f95fe9d3d53c9335ad/6be49/serviceslistSpatialDataScience.png\"\n    style=\"display: block\"\n    target=\"_blank\"\n    rel=\"noopener\"\n  >\n  \n  <span\n    class=\"gatsby-resp-image-wrapper\"\n    style=\"position: relative; display: block;  max-width: 840px; margin-left: auto; margin-right: auto;\"\n  >\n    <span\n      class=\"gatsby-resp-image-background-image\"\n      style=\"padding-bottom: 12.85714285714286%; position: relative; bottom: 0; left: 0; background-image: url('data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAADCAIAAAAcOLh5AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAAf0lEQVQI1yVNCQ6DMAzjPRCnaSj0oHSb2P/fNA+sRLIdOZ7Mgt2opcT4JyGElFI7Wrw15b5nOu5eags0fTV3niaI4IYG43KELMbr+p79pC8ijPEF1LReyG/kF/IH5pMsizyIO9aGtYhXpnvvYwyWz/PMElVdoLINbB3pwHaK5x+G0CMcQF4fgQAAAABJRU5ErkJggg=='); background-size: cover; display: block;\"\n    >\n      <img\n        class=\"gatsby-resp-image-image\"\n        style=\"width: 100%; height: 100%; margin: 0; vertical-align: middle; position: absolute; top: 0; left: 0; box-shadow: inset 0px 0px 0px 400px white;\"\n        alt=\"serviceslist\"\n        title=\"\"\n        src=\"/iManager_K8S/1014/static/c8523048db3f37f95fe9d3d53c9335ad/1e088/serviceslistSpatialDataScience.png\"\n        srcset=\"/iManager_K8S/1014/static/c8523048db3f37f95fe9d3d53c9335ad/65ed1/serviceslistSpatialDataScience.png 210w,\n/iManager_K8S/1014/static/c8523048db3f37f95fe9d3d53c9335ad/d10fb/serviceslistSpatialDataScience.png 420w,\n/iManager_K8S/1014/static/c8523048db3f37f95fe9d3d53c9335ad/1e088/serviceslistSpatialDataScience.png 840w,\n/iManager_K8S/1014/static/c8523048db3f37f95fe9d3d53c9335ad/6be49/serviceslistSpatialDataScience.png 1160w\"\n        sizes=\"(max-width: 840px) 100vw, 840px\"\n      />\n    </span>\n  </span>\n  \n  </a>\n    </p>\n<ul>\n<li>hub：数据科学服务。</li>\n<li>proxy：数据科学服务代理。</li>\n</ul>","frontmatter":{"title":"教程","next":null,"prev":null},"fields":{"path":"content/tutorial/SpatialDataScience.zh.md","slug":"/zh/tutorial/SpatialDataScience/","langKey":"zh"}}},"pageContext":{"slug":"/zh/tutorial/SpatialDataScience/"}}}