{"id":45798,"date":"2023-05-04T17:07:27","date_gmt":"2024-02-16T22:42:57","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/45798-2\/"},"modified":"2024-04-30T02:36:49","modified_gmt":"2024-04-29T18:36:49","slug":"45798-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/45798-2\/","title":{"rendered":""},"content":{"rendered":"<p>\u8457\u8005 Hailing Jiang<br \/>\n\u6700\u7d42\u66f4\u65b0\u65e5 2021\u5e7411\u670817\u65e5<\/p>\n<div>\n<p>\u8b66\u544a<br \/>\n\u672c\u8a18\u4e8b\u306fTeradata Corporation\u306b\u3088\u308bGetting Started\u306b\u63b2\u8f09\u3055\u308c\u305f\u5185\u5bb9\u3092\u6284\u8a33\u3057\u305f\u3082\u306e\u3067\u3059\u3002\u63b2\u8f09\u5185\u5bb9\u306e\u6b63\u78ba\u6027\u30fb\u5b8c\u5168\u6027\u30fb\u4fe1\u983c\u6027\u30fb\u6700\u65b0\u6027\u3092\u4fdd\u8a3c\u3059\u308b\u3082\u306e\u3067\u306f\u3054\u3056\u3044\u307e\u305b\u3093\u3002\u6b63\u78ba\u306a\u5185\u5bb9\u306b\u3064\u3044\u3066\u306f\u3001\u539f\u672c\u3092\u3054\u53c2\u7167\u4e0b\u3055\u3044\u3002<br \/>\n\u307e\u305f\u3001\u4fee\u6b63\u304c\u5fc5\u8981\u306a\u7b87\u6240\u3084\u3001\u3054\u8981\u671b\u306b\u3064\u3044\u3066\u306f\u30b3\u30e1\u30f3\u30c8\u3092\u3088\u308d\u3057\u304f\u304a\u9858\u3044\u3057\u307e\u3059\u3002<\/p>\n<\/div>\n<h1>\u6982\u8981<\/h1>\n<p>\u72ec\u81ea\u306eJupyterHub\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u304a\u6301\u3061\u306e\u304a\u5ba2\u69d8\u306b\u306f\u3001Teradata Jupyter\u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3\u3092\u65e2\u5b58\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u7d71\u5408\u3059\u308b\u305f\u3081\u306e2\u3064\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u2460 Teradata Jupyter Docker \u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b\u3002<br \/>\n\u2461 \u65e2\u5b58\u306eDocker\u30a4\u30e1\u30fc\u30b8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066Teradata\u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3\u3092\u542b\u3081\u308b\u3002<\/p>\n<p>\u3053\u306e\u30da\u30fc\u30b8\u3067\u306f\u30012\u3064\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306e\u8a73\u7d30\u306a\u624b\u9806\u3092\u8aac\u660e\u3057\u307e\u3059\u3002\u624b\u9806\u306f\u3001\u304a\u5ba2\u69d8\u306eJupyterHub\u306e\u30c7\u30d7\u30ed\u30a4\u304cZero to JupyterHub with Kubernetes\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u524d\u63d0\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<div>\n<p>Vantage\u306e\u65b0\u3057\u3044\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001Google Cloud\u3001Azure\u3001AWS\u306e\u30af\u30e9\u30a6\u30c9\u306bVantage Express\u3068\u3044\u3046\u7121\u6599\u7248\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001VMware\u3001VirtualBox\u3001\u307e\u305f\u306fUTM\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ed\u30fc\u30ab\u30eb\u30de\u30b7\u30f3\u4e0a\u3067Vantage Express\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<\/div>\n<h1>Teradata Jupyter Docker \u30a4\u30e1\u30fc\u30b8\u306e\u4f7f\u7528<\/h1>\n<p>Teradata\u306f\u3001jupyter\/datascience-notebook\u30a4\u30e1\u30fc\u30b8\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u3001\u3059\u3050\u306b\u5b9f\u884c\u53ef\u80fd\u306aDocker\u30a4\u30e1\u30fc\u30b8\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002Teradata SQL\u30ab\u30fc\u30cd\u30eb\u3001Teradata Python\u304a\u3088\u3073R\u30e9\u30a4\u30d6\u30e9\u30ea\u3068\u30c9\u30e9\u30a4\u30d0\u30fc\u3001Teradata Jupyter\u62e1\u5f35\u3092\u30d0\u30f3\u30c9\u30eb\u3057\u3001Teradata\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u5bfe\u8a71\u3057\u306a\u304c\u3089\u751f\u7523\u6027\u3092\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u3053\u306e\u30a4\u30e1\u30fc\u30b8\u306b\u306f\u3001SQL\u30ab\u30fc\u30cd\u30eb\u3001\u62e1\u5f35\u6a5f\u80fd\u3001Teradata\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u4f7f\u7528\u65b9\u6cd5\u3092\u793a\u3059\u30b5\u30f3\u30d7\u30eb\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30a4\u30e1\u30fc\u30b8\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30fb\u30ed\u30fc\u30ab\u30eb\u306eDocker\u30b3\u30f3\u30c6\u30ca\u3067\u500b\u4eba\u7528Jupyter Notebook\u30b5\u30fc\u30d0\u3092\u8d77\u52d5\u3059\u308b\u3002<br \/>\n\u30fbJupyterHub\u3092\u4f7f\u7528\u3057\u305f\u30c1\u30fc\u30e0\u5411\u3051JupyterLab\u30b5\u30fc\u30d0\u306e\u5b9f\u884c<\/p>\n<p>\u30ed\u30fc\u30ab\u30ebDocker\u30b3\u30f3\u30c6\u30ca\u3067\u500b\u4eba\u7528JupyterLab\u30b5\u30fc\u30d0\u30fc\u3092\u8d77\u52d5\u3059\u308b\u624b\u9806\u306b\u3064\u3044\u3066\u306f\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u30ac\u30a4\u30c9\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002\u3053\u3053\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u65e2\u5b58\u306eJupyterHub\u74b0\u5883\u3067Teradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u4e2d\u5fc3\u306b\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h1>Teradata Jupyter Docker \u30a4\u30e1\u30fc\u30b8\u3092\u30ec\u30b8\u30b9\u30c8\u30ea\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/h1>\n<p>\u2460 Vantage Modules for Jupyter \u306e\u30da\u30fc\u30b8\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001Docker \u30a4\u30e1\u30fc\u30b8\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002tarball\u3067\u3001teradatajupyterlabext_VERSION.tar.gz\u3068\u3044\u3046\u5f62\u5f0f\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u2461 \u30a4\u30e1\u30fc\u30b8\u3092\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>docker load -i teradatajupyterlabext_VERSION.tar.gz\r\n<\/code><\/pre>\n<p>\u2462 \u30a4\u30e1\u30fc\u30b8\u3092Docker\u30ec\u30b8\u30b9\u30c8\u30ea\u306b\u30d7\u30c3\u30b7\u30e5\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>docker push\r\n<\/code><\/pre>\n<div>\n<p>\u30b7\u30f3\u30d7\u30eb\u306b\u3059\u308b\u305f\u3081\u306b\u3001\u8aad\u307f\u8fbc\u3093\u3060\u753b\u50cf\u306e\u540d\u524d\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3059\u308b\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002<\/p>\n<p>docker_tag<br \/>\ndocker tag OLD_IMAGE_NAME NEW_IMAGE_NAME<\/p>\n<\/div>\n<h1>JupyterHub\u3067Teradata Jupyter Docker \u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b<\/h1>\n<p>\u2460 Teradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u3092JupyterHub\u30af\u30e9\u30b9\u30bf\u3067\u76f4\u63a5\u4f7f\u7528\u3059\u308b\u306b\u306f\u3001JupyterHub\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306boverride\u30d5\u30a1\u30a4\u30eb\u3092\u5909\u66f4\u3057\u307e\u3059\u3002REGISTRY_URL\u3068VERSION\u3092\u4e0a\u8a18\u306e\u624b\u9806\u3067\u9069\u5207\u306a\u5024\u306b\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code>singleuser:\r\n  image:\r\n  name: REGISTRY_URL\/teradatajupyterlabext_VERSION\r\n  tag: latest\r\n<\/code><\/pre>\n<p>\u2461 JupyterHub\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u8a18\u8f09\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u3001\u30af\u30e9\u30b9\u30bf\u306b\u5909\u66f4\u3092\u9069\u7528<\/p>\n<div>\n<p>\u8907\u6570\u306e\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30e6\u30fc\u30b6\u30fc\u304cJupyterHub\u306b\u30ed\u30b0\u30a4\u30f3\u3059\u308b\u969b\u306b\u4f7f\u7528\u3059\u308b\u753b\u50cf\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u8907\u6570\u306e\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u8a2d\u5b9a\u3059\u308b\u8a73\u7d30\u306a\u624b\u9806\u3068\u4f8b\u306b\u3064\u3044\u3066\u306f\u3001JupyterHub\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<\/div>\n<h1>Teradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u306e\u30ab\u30b9\u30bf\u30de\u30a4\u30ba<\/h1>\n<p>Teradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u306b\u30d0\u30f3\u30c9\u30eb\u3055\u308c\u3066\u3044\u306a\u3044\u30d1\u30c3\u30b1\u30fc\u30b8\u3084\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304c\u5fc5\u8981\u306a\u5834\u5408\u3001Teradata\u30a4\u30e1\u30fc\u30b8\u3092\u30d9\u30fc\u30b9\u30a4\u30e1\u30fc\u30b8\u3068\u3057\u3066\u4f7f\u7528\u3057\u3001\u305d\u306e\u4e0a\u306b\u65b0\u3057\u3044\u30a4\u30e1\u30fc\u30b8\u3092\u30d3\u30eb\u30c9\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306f\u3001Teradata\u30a4\u30e1\u30fc\u30b8\u306e\u4e0a\u306b\u30d3\u30eb\u30c9\u3057\u3001\u8ffd\u52a0\u306e\u30d1\u30c3\u30b1\u30fc\u30b8\u3068\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u8ffd\u52a0\u3059\u308bDockerfile\u306e\u4f8b\u3067\u3059\u3002Dockerfile\u3092\u4f7f\u7528\u3057\u3066\u65b0\u3057\u3044Docker\u30a4\u30e1\u30fc\u30b8\u3092\u69cb\u7bc9\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u3092\u6307\u5b9a\u306e\u30ec\u30b8\u30b9\u30c8\u30ea\u306b\u30d7\u30c3\u30b7\u30e5\u3057\u3001\u65b0\u3057\u3044\u30a4\u30e1\u30fc\u30b8\u3092\u30b7\u30f3\u30b0\u30eb\u30e6\u30fc\u30b6\u30fc\u30a4\u30e1\u30fc\u30b8\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u4e0a\u8a18\u306e\u3088\u3046\u306b\u30aa\u30fc\u30d0\u30fc\u30e9\u30a4\u30c9\u30d5\u30a1\u30a4\u30eb\u3092\u5909\u66f4\u3057\u3001\u4e0a\u8a18\u306e\u3088\u3046\u306b\u30af\u30e9\u30b9\u30bf\u306b\u5909\u66f4\u3092\u9069\u7528\u3057\u307e\u3059\u3002REGISTRY_URL \u3068 VERSION \u306f\u9069\u5207\u306a\u5024\u306b\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<pre class=\"post-pre\"><code>FROM REGISTRY_URL\/teradatajupyterlabext_VERSION:latest\r\n\r\n# install additional packages\r\nRUN pip install --no-cache-dir astropy\r\n\r\n# copy notebooks\r\nCOPY notebooks\/. \/tmp\/JupyterLabRoot\/DemoNotebooks\/\r\n<\/code><\/pre>\n<h1>\u65e2\u5b58\u306eDocker\u30a4\u30e1\u30fc\u30b8\u3092\u30ab\u30b9\u30bf\u30de\u30a4\u30ba\u3057\u3066Teradata\u306e\u62e1\u5f35\u6a5f\u80fd\u3092\u542b\u3081\u308b<\/h1>\n<p>Teradata SQL\u30ab\u30fc\u30cd\u30eb\u3068\u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3\u306f\u3001\u73fe\u5728\u4f7f\u7528\u3057\u3066\u3044\u308b\u65e2\u5b58\u306e\u30a4\u30e1\u30fc\u30b8\u306b\u542b\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u2460 Vantage Modules for Jupyter\u30da\u30fc\u30b8\u304b\u3089\u3001zip\u5727\u7e2e\u3055\u308c\u305fTeradata Jupyter extensions\u30d1\u30c3\u30b1\u30fc\u30b8\u30d0\u30f3\u30c9\u30eb\u304c\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002 \u65e2\u5b58\u306eDocker\u30a4\u30e1\u30fc\u30b8\u304cLinux\u30d9\u30fc\u30b9\u3067\u3042\u308b\u5834\u5408\u306f\u3001Linux\u7248\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002 \u305d\u3046\u3067\u306a\u3044\u5834\u5408\u306f\u3001\u4f7f\u7528\u3057\u3066\u3044\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u7528\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u307e\u3059\u3002 .zip\u30d5\u30a1\u30a4\u30eb\u306b\u306f\u3001Teradata SQL Kernel\u3001\u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3\u3001\u30b5\u30f3\u30d7\u30eb\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u2461 \u30d0\u30f3\u30c9\u30eb\u30d5\u30a1\u30a4\u30eb\u3092\u4f5c\u696d\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u306b\u89e3\u51cd\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>\u2462 \u4ee5\u4e0b\u306f\u3001\u65e2\u5b58\u306eDocker\u30a4\u30e1\u30fc\u30b8\u306bTeradata Jupyter\u30a8\u30af\u30b9\u30c6\u30f3\u30b7\u30e7\u30f3\u3092\u8ffd\u52a0\u3059\u308b\u305f\u3081\u306eDockerfile\u306e\u4f8b\u3067\u3059\u3002Dockerfile\u3092\u4f7f\u7528\u3057\u3066\u65b0\u3057\u3044Docker\u30a4\u30e1\u30fc\u30b8\u3092\u69cb\u7bc9\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u3092\u6307\u5b9a\u306e\u30ec\u30b8\u30b9\u30c8\u30ea\u306b\u30d7\u30c3\u30b7\u30e5\u3057\u3001\u65b0\u3057\u3044\u30a4\u30e1\u30fc\u30b8\u3092\u30b7\u30f3\u30b0\u30eb\u30e6\u30fc\u30b6\u30fc\u30a4\u30e1\u30fc\u30b8\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u305f\u3081\u306b\u4e0a\u8a18\u306e\u3088\u3046\u306b\u30aa\u30fc\u30d0\u30fc\u30e9\u30a4\u30c9\u30d5\u30a1\u30a4\u30eb\u3092\u5909\u66f4\u3057\u3001\u5909\u66f4\u3092\u30af\u30e9\u30b9\u30bf\u306b\u9069\u7528\u3057\u307e\u3059\u3002<\/p>\n<pre class=\"post-pre\"><code>FROM REGISTRY_URL\/your-existing-image:tag\r\nENV NB_USER=jovyan \\\r\n  HOME=\/home\/jovyan \\\r\n  EXT_DIR=\/opt\/teradata\/jupyterext\/packages\r\n\r\nUSER root\r\n\r\n##############################################################\r\n# Install kernel and copy supporting files\r\n##############################################################\r\n\r\n# Copy the kernel\r\nCOPY .\/teradatakernel \/usr\/local\/bin\r\nRUN chmod 755 \/usr\/local\/bin\/teradatakernel\r\n\r\n# Copy directory with kernel.json file into image\r\nCOPY .\/teradatasql teradatasql\/\r\n\r\n##############################################################\r\n# Switch to user jovyan to copy the notebooks and license files.\r\n##############################################################\r\n\r\nUSER $NB_USER\r\n\r\n# Copy notebooks\r\nCOPY .\/notebooks\/ \/tmp\/JupyterLabRoot\/TeradataSampleNotebooks\/\r\n\r\n# Copy license files\r\nCOPY .\/ThirdPartyLicenses \/tmp\/JupyterLabRoot\/ThirdPartyLicenses\/\r\n\r\nUSER root\r\n\r\n# Install the kernel file to \/opt\/conda jupyter lab instance\r\nRUN jupyter kernelspec install .\/teradatasql --prefix=\/opt\/conda\r\n\r\n##############################################################\r\n# Install Teradata extensions\r\n##############################################################\r\n\r\nCOPY .\/teradata_*.tgz $EXT_DIR\r\n\r\nWORKDIR $EXT_DIR\r\n\r\nRUN jupyter labextension install --no-build teradata_database* &amp;&amp; \\\r\n  jupyter labextension install --no-build teradata_resultset* &amp;&amp; \\\r\n  jupyter labextension install --no-build teradata_sqlhighlighter* &amp;&amp; \\\r\n  jupyter labextension install --no-build teradata_connection_manager* &amp;&amp; \\\r\n  jupyter labextension install --no-build teradata_preferences* &amp;&amp; \\\r\n  jupyter lab build --dev-build=False --minimize=False &amp;&amp; \\\r\n  rm -rf *\r\n\r\nWORKDIR $HOME\r\n\r\n# Give back ownership of \/opt\/conda to  jovyan\r\nRUN chown -R jovyan:users \/opt\/conda\r\n\r\n# Jupyter will create .local directory\r\nRUN rm -rf $HOME\/.local\r\n<\/code><\/pre>\n<p>\u2463 Teradata package for Python\u3068Teradata package for R\u306f\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<br \/>\n\u30fbTeradata Package for Python &#8211; teradataml download page<br \/>\n\u30fbTeradata Package for R &#8211; tdplyr download page<\/p>\n<h1>\u3055\u3089\u306b\u8a73\u3057\u304f<\/h1>\n<p>\u30fbTeradata Jupyter Extensions Website<br \/>\n\u30fbTeradata Vantage\u2122 Modules for Jupyter Installation Guide<br \/>\n\u30fbTeradata\u00ae Package for Python User Guide<\/p>\n<h4>Teradata Vantage\u3078\u306e\u304a\u554f\u5408\u305b<\/h4>\n<p>Teradata Vantage \u3078\u306e\u304a\u554f\u5408\u305b<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8457\u8005 Hailing Jiang \u6700\u7d42\u66f4\u65b0\u65e5 2021\u5e7411\u670817\u65e5 \u8b66\u544a \u672c\u8a18\u4e8b\u306fTeradata Corp [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-45798","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>- Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/45798-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u8457\u8005 Hailing Jiang \u6700\u7d42\u66f4\u65b0\u65e5 2021\u5e7411\u670817\u65e5 \u8b66\u544a \u672c\u8a18\u4e8b\u306fTeradata Corp [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/45798-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-16T22:42:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T18:36:49+00:00\" \/>\n<meta name=\"author\" content=\"\u6e05, \u5b87\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u6e05, \u5b87\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" 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