{"id":46038,"date":"2023-01-29T20:11:04","date_gmt":"2024-02-07T19:55:20","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/"},"modified":"2024-04-29T12:07:20","modified_gmt":"2024-04-29T04:07:20","slug":"46038-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/","title":{"rendered":""},"content":{"rendered":"

\u8457\u8005 Adam Tworkiewicz
\n\u6700\u7d42\u66f4\u65b0\u65e5 2022\u5e744\u670812\u65e5<\/p>\n

\n

\u8b66\u544a
\n\u672c\u8a18\u4e8b\u306fTeradata Corporation\u306e\u30b5\u30a4\u30c8Getting 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
\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

\u6982\u8981<\/h1>\n

\u3053\u306e\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u3067\u306f\u3001Jupyter\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304b\u3089Teradata Vantage\u306b\u63a5\u7d9a\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n

\n

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

\u30aa\u30d7\u30b7\u30e7\u30f3<\/h1>\n

Jupyter \u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304b\u3089 Vantage \u306b\u63a5\u7d9a\u3059\u308b\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u2460 \u901a\u5e38\u306e Python\/R \u30ab\u30fc\u30cd\u30eb\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3067 Python \u307e\u305f\u306f R \u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u7528\u3059\u308b – \u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001\u72ec\u81ea\u306e Docker \u30a4\u30e1\u30fc\u30b8\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u3044\u5236\u9650\u3055\u308c\u305f\u74b0\u5883\u306b\u3044\u308b\u5834\u5408\u306b\u6709\u52b9\u3067\u3059\u3002\u307e\u305f\u3001\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\u30b7\u30ca\u30ea\u30aa\u3067\u3001SQL\u3068Python\/R\u3092\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u306b\u6df7\u5728\u3055\u305b\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u5834\u5408\u306b\u3082\u6709\u52b9\u3067\u3059\u3002\u3082\u3057\u3042\u306a\u305f\u304cJupyter\u3092\u4f7f\u3044\u3053\u306a\u3057\u3001\u81ea\u5206\u597d\u307f\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u62e1\u5f35\u6a5f\u80fd\u306e\u30bb\u30c3\u30c8\u3092\u6301\u3063\u3066\u3044\u308b\u306a\u3089\u3001\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304b\u3089\u59cb\u3081\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

\u2461 Teradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u306e\u4f7f\u7528 – Teradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u306f\u3001Teradata SQL\u30ab\u30fc\u30cd\u30eb\uff08\u8a73\u7d30\u306f\u5f8c\u8ff0\uff09\u3001teradataml\u304a\u3088\u3073tdplyr\u30e9\u30a4\u30d6\u30e9\u30ea\u3001python\u304a\u3088\u3073R\u30c9\u30e9\u30a4\u30d0\u3092\u30d0\u30f3\u30c9\u30eb\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001Teradata\u306e\u63a5\u7d9a\u3092\u7ba1\u7406\u3057\u305f\u308a\u3001Vantage\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u63a2\u7d22\u3057\u305f\u308a\u3059\u308b\u305f\u3081\u306eJupyter\u62e1\u5f35\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002SQL\u3092\u3088\u304f\u4f7f\u3046\u5834\u5408\u3084\u3001\u30d3\u30b8\u30e5\u30a2\u30eb\u30ca\u30d3\u30b2\u30fc\u30bf\u304c\u3042\u308b\u3068\u4fbf\u5229\u3067\u3059\u3002Jupyter\u3092\u521d\u3081\u3066\u4f7f\u3046\u5834\u5408\u3084\u3001\u30e9\u30a4\u30d6\u30e9\u30ea\u3084\u62e1\u5f35\u6a5f\u80fd\u306e\u7cbe\u9078\u3055\u308c\u305f\u30a2\u30bb\u30f3\u30d6\u30ea\u3092\u5165\u624b\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u304b\u3089\u59cb\u3081\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

Teradata\u306e\u30e9\u30a4\u30d6\u30e9\u30ea<\/h1>\n

\u3053\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u306f\u3001\u901a\u5e38\u306eJupyter Lab\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002Teradata Python\u30c9\u30e9\u30a4\u30d0\u3092\u30ed\u30fc\u30c9\u3057\u3001Python\u30b3\u30fc\u30c9\u304b\u3089\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u898b\u3066\u3044\u304d\u307e\u3059\u3002\u307e\u305f\u3001SQL\u306e\u307f\u306e\u30bb\u30eb\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u8ffd\u52a0\u3059\u308bipython-sql\u62e1\u5f35\u306b\u3064\u3044\u3066\u3082\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n

\u2460 \u307e\u305a\u3001\u30d7\u30ec\u30fc\u30f3\u306aJupyter Lab\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u304b\u3089\u59cb\u3081\u307e\u3059\u3002\u3053\u3053\u3067\u306f docker \u3092\u4f7f\u3063\u3066\u3044\u307e\u3059\u304c\u3001Jupyter Hub\u3001Google Cloud AI Platform Notebooks\u3001AWS SageMaker Notebooks\u3001Azure ML Notebooks \u306a\u3069\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u8d77\u52d5\u3059\u308b\u65b9\u6cd5\u3067\u3042\u308c\u3070\u4f55\u3067\u3082\u69cb\u3044\u307e\u305b\u3093\u3002<\/p>\n

docker run --rm -p 8888:8888 -e JUPYTER_ENABLE_LAB=yes \\\r\n  -v \"${PWD}\":\/home\/jovyan\/work jupyter\/datascience-notebook\r\n<\/code><\/pre>\n
\u2461 Docker logs\u306b\u5fc5\u8981\u306aurl\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n
Entered start.sh with args: jupyter lab\r\nExecuting the command: jupyter lab\r\n....\r\nTo access the server, open this file in a browser:\r\n    file:\/\/\/home\/jovyan\/.local\/share\/jupyter\/runtime\/jpserver-7-open.html\r\nOr copy and paste one of these URLs:\r\n    http:\/\/d5c2323ae5db:8888\/lab?token=5fb43e674367c6895e8c2404188aa550b5c7bdf96f5b4a3a\r\n  or http:\/\/127.0.0.1:8888\/lab?token=5fb43e674367c6895e8c2404188aa550b5c7bdf96f5b4a3a\r\n<\/code><\/pre>\n
\u2462 \u65b0\u3057\u3044\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u304d\u3001\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u305f\u3081\u306e\u30bb\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002<\/p>\n
\n
\u4ee5\u4e0b\u306b\u8aac\u660e\u3059\u308b\u3059\u3079\u3066\u306e\u30bb\u30eb\u3092\u542b\u3080\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092GitHub\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059: https:\/\/github.com\/Teradata\/quickstarts\/blob\/main\/modules\/ROOT\/attachments\/vantage-with-python-libraries.ipynb<\/p>\n<\/div>\n
import sys\r\n!{sys.executable} -m pip install teradatasqlalchemy\r\n<\/code><\/pre>\n
\u2463 \u3067\u306f\u3001Pandas\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u3066\u3001Teradata\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u63a5\u7d9a\u6587\u5b57\u5217\u3092\u5b9a\u7fa9\u3057\u3066\u3044\u304d\u307e\u3059\u3002\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u30ed\u30fc\u30ab\u30eb\u30de\u30b7\u30f3\u306eDocker\u3067\u52d5\u304b\u3057\u3066\u3044\u3066\u3001\u30ed\u30fc\u30ab\u30eb\u306eVantage Express VM\u306b\u63a5\u7d9a\u3057\u305f\u3044\u306e\u3067\u3001Docker\u304c\u63d0\u4f9b\u3059\u308bhost.docker.internal DNS\u540d\u3092\u4f7f\u3063\u3066\u3001\u81ea\u5206\u306e\u30de\u30b7\u30f3\u306eIP\u3092\u53c2\u7167\u3059\u308b\u3088\u3046\u306b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n
import pandas as pd\r\ndb_connection_string = \"teradatasql:\/\/dbc:dbc@host.docker.internal\/dbc\"\r\n<\/code><\/pre>\n
\u2464 Pandas\u3092\u547c\u3073\u51fa\u3057\u3066Vantage\u306b\u554f\u3044\u5408\u308f\u305b\u3001\u305d\u306e\u7d50\u679c\u3092Pandas\u306e\u30c7\u30fc\u30bf\u30d5\u30ec\u30fc\u30e0\u306b\u79fb\u52d5\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n
pd.read_sql(\"SELECT * FROM dbc.dbcinfo\", con = db_connection_string)\r\n<\/code><\/pre>\n
\u2465 \u4e0a\u8a18\u306e\u69cb\u6587\u306f\u7c21\u6f54\u3067\u3059\u304c\u3001Vantage\u3067\u30c7\u30fc\u30bf\u3092\u63a2\u7d22\u3059\u308b\u3060\u3051\u3067\u3042\u308c\u3070\u3001\u9000\u5c48\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306fipython-sql\u3068 %%sql\u306e\u9b54\u6cd5\u3092\u4f7f\u3063\u3066\u3001SQL\u306e\u307f\u306e\u30bb\u30eb\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u306e\u30a4\u30f3\u30dd\u30fc\u30c8\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n
import sys\r\n!{sys.executable} -m pip install ipython-sql teradatasqlalchemy\r\n<\/code><\/pre>\n
\u2466 ipython-sql\u3092\u30ed\u30fc\u30c9\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u6587\u5b57\u5217\u3092\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n
%load_ext sql\r\n%sql teradatasql:\/\/dbc:dbc@host.docker.internal\/dbc\r\n<\/code><\/pre>\n
\u2467 \u3053\u308c\u3067 %sql \u3068 %%sql \u306e\u30de\u30b8\u30c3\u30af\u304c\u4f7f\u3048\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u4f8b\u3048\u3070\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u4e2d\u306e\u30c7\u30fc\u30bf\u3092\u63a2\u691c\u3057\u305f\u3044\u3068\u3057\u307e\u3059\u3002\u3068\u3044\u3046\u30bb\u30eb\u3092\u4f5c\u308c\u3070\u3044\u3044\u306e\u3067\u3059\u3002<\/p>\n
%%sql\r\nSELECT * FROM dbc.dbcinfo\r\n<\/code><\/pre>\n
\u2468 \u30c7\u30fc\u30bf\u3092Pandas\u306e\u30d5\u30ec\u30fc\u30e0\u306b\u79fb\u52d5\u3055\u305b\u305f\u3044\u5834\u5408\u306f\u3001\u6b21\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n
result = %sql SELECT * FROM dbc.dbcinfo\r\nresult.DataFrame()\r\n<\/code><\/pre>\n
ipython-sql \u306f\u4ed6\u306b\u3082\u5909\u6570\u306e\u7f6e\u63db\u3001matplotlib\u306b\u3088\u308b\u30d7\u30ed\u30c3\u30c8\u3001\u30ed\u30fc\u30ab\u30ebcsv\u30d5\u30a1\u30a4\u30eb\u3078\u306e\u66f8\u304d\u8fbc\u307f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u623b\u3057\u306a\u3069\u3001\u591a\u304f\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3066\u3044\u307e\u3059\u3002\u30b5\u30f3\u30d7\u30eb\u306f demo notebook \u3092\u3001\u5b8c\u5168\u306a\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u306f ipython-sql github repo \u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
Teradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8<\/h1>\n
Teradata Jupyter Docker \u30a4\u30e1\u30fc\u30b8\u306f\u3001jupyter\/datascience-notebook Docker\u30a4\u30e1\u30fc\u30b8\u3092\u30d9\u30fc\u30b9\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002Teradata SQL\u30ab\u30fc\u30cd\u30eb\u3001Teradata Python\u304a\u3088\u3073R\u30e9\u30a4\u30d6\u30e9\u30ea\u3001Jupyter\u62e1\u5f35\u3092\u8ffd\u52a0\u3057\u3001Teradata Vantage\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\u3068Teradata\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
SQL\u30ab\u30fc\u30cd\u30eb\u3068Teradata Jupyter\u62e1\u5f35\u306f\u3001SQL\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306b\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3059\u4eba\u3005\u306b\u3068\u3063\u3066\u4fbf\u5229\u306a\u3082\u306e\u3067\u3059\u3002\u591a\u304f\u306e\u5834\u5408\u3001Teradata Studio\u3092\u4f7f\u3046\u3088\u308a\u3082\u4fbf\u5229\u306a\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u4f53\u9a13\u3068\u304a\u8003\u3048\u304f\u3060\u3055\u3044\u3002Teradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u306f\u3001Teradata Studio\u3092\u7f6e\u304d\u63db\u3048\u3088\u3046\u3068\u3059\u308b\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3059\u3079\u3066\u306e\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u308b\u308f\u3051\u3067\u3082\u306a\u3044\u3002\u8efd\u91cf\u3067Web\u30d9\u30fc\u30b9\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u5fc5\u8981\u3068\u3057\u3001\u30ce\u30fc\u30c8\u30d6\u30c3\u30afUI\u3092\u697d\u3057\u3080\u4eba\u306e\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n
Teradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u3067Jupyter\u3092\u5b9f\u884c\u3057\u305f\u3044\u5834\u5408\u3084\u3001\u30ab\u30b9\u30bf\u30e0Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u3092\u5b9f\u884c\u3067\u304d\u308b\u5834\u6240\u304c\u3042\u308b\u5834\u5408\u306b\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002\u4ee5\u4e0b\u306e\u624b\u9806\u306f\u3001\u30ed\u30fc\u30ab\u30eb\u3067\u30a4\u30e1\u30fc\u30b8\u3092\u4f7f\u7528\u3059\u308b\u65b9\u6cd5\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002
\n\u2460 \u30a4\u30e1\u30fc\u30b8\u3092\u5b9f\u884c\u3057\u307e\u3059<\/p>\n
\n
\u30aa\u30d7\u30b7\u30e7\u30f3 -e “accept_license=Y” \u3092\u6307\u5b9a\u3059\u308b\u3068\u3001Teradata Jupyter Extensions \u306e\u4f7f\u7528\u8a31\u8afe\u306b\u540c\u610f\u3057\u305f\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<\/div>\n
docker volume create notebooks\r\ndocker run -e \"accept_license=Y\" -p :8888:8888 \\\r\n  -v notebooks:\/home\/jovyan\/JupyterLabRoot \\\r\n  teradata\/jupyterlab-extensions\r\n<\/code><\/pre>\n
\u2461 Docker\u306e\u30ed\u30b0\u306b\u306f\u3001\u5fc5\u8981\u306aurl\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u3053\u3093\u306a\u611f\u3058\u3067\u3059\u3002<\/p>\n
Starting JupyterLab ...\r\nDocker Build ID = 3.2.0-ec02012022\r\nUsing unencrypted HTTP\r\n\r\nEnter this URL in your browser:  http:\/\/localhost:8888?token=96a3ab874a03779c400966bf492fe270c2221cdcc74b61ed\r\n\r\n* Or enter this token when prompted by Jupyter: 96a3ab874a03779c400966bf492fe270c2221cdcc74b61ed\r\n* If you used a different port to run your Docker, replace 8888 with your port number\r\n<\/code><\/pre>\n
\u2462 URL\u3092\u958b\u304d\u3001\u30d5\u30a1\u30a4\u30eb\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u30fc\u3067\u4ee5\u4e0b\u306e\u30ce\u30fc\u30c8\u30d6\u30c3\u30af\u3092\u958b\u3044\u3066\u304f\u3060\u3055\u3044\uff1a jupyterextensions \u2192 notebooks \u2192 sql \u2192 GettingStartedDemo.ipynb.<\/p>\n
\u2463 Teradata SQL Kernel\u306e\u30c7\u30e2\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n
\u753b\u50cf1<\/p>\n
\u307e\u3068\u3081<\/h1>\n
\u3053\u306e\u30af\u30a4\u30c3\u30af\u30b9\u30bf\u30fc\u30c8\u3067\u306f\u3001Jupyter Notebook\u304b\u3089Teradata Vantage\u306b\u63a5\u7d9a\u3059\u308b\u305f\u3081\u306e\u3055\u307e\u3056\u307e\u306a\u30aa\u30d7\u30b7\u30e7\u30f3\u306b\u3064\u3044\u3066\u8aac\u660e\u3057\u307e\u3057\u305f\u3002\u8907\u6570\u306eTeradata Python\u304a\u3088\u3073R\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30d0\u30f3\u30c9\u30eb\u3057\u305fTeradata Jupyter Docker\u30a4\u30e1\u30fc\u30b8\u306b\u3064\u3044\u3066\u5b66\u3073\u307e\u3057\u305f\u3002\u307e\u305f\u3001SQL\u30ab\u30fc\u30cd\u30eb\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30a8\u30af\u30b9\u30d7\u30ed\u30fc\u30e9\u30fc\u3001\u63a5\u7d9a\u7ba1\u7406\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6a5f\u80fd\u306f\u3001SQL\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306b\u591a\u304f\u306e\u6642\u9593\u3092\u8cbb\u3084\u3059\u5834\u5408\u306b\u4fbf\u5229\u3067\u3059\u3002\u3088\u308a\u4f1d\u7d71\u7684\u306a\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u30fb\u30b7\u30ca\u30ea\u30aa\u306b\u3064\u3044\u3066\u306f\u3001\u30b9\u30bf\u30f3\u30c9\u30a2\u30ed\u30f3\u306eTeradata Python\u30c9\u30e9\u30a4\u30d0\u3068\u3001ipython sql\u62e1\u5f35\u306b\u3088\u308b\u7d71\u5408\u3092\u691c\u8a0e\u3057\u307e\u3057\u305f\u3002<\/p>\n
\u3055\u3089\u306b\u8a73\u3057\u304f<\/h1>\n
\u30fbTeradata Jupyter Extensions Website
\n\u30fbTeradata Vantage\u2122 Modules for Jupyter Installation Guide
\n\u30fbTeradata\u00ae Package for Python User Guide<\/p>\n
Teradata Vantage\u3078\u306e\u304a\u554f\u5408\u305b<\/h4>\n
Teradata Vantage \u3078\u306e\u304a\u554f\u5408\u305b<\/p>\n","protected":false},"excerpt":{"rendered":"
\u8457\u8005 Adam Tworkiewicz \u6700\u7d42\u66f4\u65b0\u65e5 2022\u5e744\u670812\u65e5 \u8b66\u544a \u672c\u8a18\u4e8b\u306fTeradata Co […]<\/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-46038","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"\n- 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\/46038-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:description\" content=\"\u8457\u8005 Adam Tworkiewicz \u6700\u7d42\u66f4\u65b0\u65e5 2022\u5e744\u670812\u65e5 \u8b66\u544a \u672c\u8a18\u4e8b\u306fTeradata Co […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2024-02-07T19:55:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T04:07:20+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\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/\",\"name\":\"- Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2024-02-07T19:55:20+00:00\",\"dateModified\":\"2024-04-29T04:07:20+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/\"]}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e\",\"name\":\"\u6e05, \u5b87\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g\",\"caption\":\"\u6e05, \u5b87\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyu\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"- Blog - Silicon Cloud","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/","og_locale":"zh_CN","og_type":"article","og_description":"\u8457\u8005 Adam Tworkiewicz \u6700\u7d42\u66f4\u65b0\u65e5 2022\u5e744\u670812\u65e5 \u8b66\u544a \u672c\u8a18\u4e8b\u306fTeradata Co […]","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2024-02-07T19:55:20+00:00","article_modified_time":"2024-04-29T04:07:20+00:00","author":"\u6e05, \u5b87","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u6e05, \u5b87","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/","name":"- Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2024-02-07T19:55:20+00:00","dateModified":"2024-04-29T04:07:20+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/"]}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/1a6ecd3d914d22a5ac32791ffc1fbd8e","name":"\u6e05, \u5b87","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/4b2016c18459a605fc469c7566608f5686491baa112d0871ee613f61b7210565?s=96&d=mm&r=g","caption":"\u6e05, \u5b87"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/qingyu\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/46038-2\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46038","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=46038"}],"version-history":[{"count":2,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46038\/revisions"}],"predecessor-version":[{"id":85180,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/46038\/revisions\/85180"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=46038"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=46038"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=46038"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}