{"id":50711,"date":"2020-09-10T00:00:00","date_gmt":"2020-09-10T07:00:00","guid":{"rendered":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/%e6%9c%aa%e5%88%86%e9%a1%9e\/using-python-to-interface-with-griddb-via-jdbc-with-jaydebeapi\/"},"modified":"2025-11-14T07:54:11","modified_gmt":"2025-11-14T15:54:11","slug":"using-python-to-interface-with-griddb-via-jdbc-with-jaydebeapi","status":"publish","type":"post","link":"https:\/\/griddb-linux-hte8hndjf8cka8ht.westus-01.azurewebsites.net\/ja\/%e6%9c%aa%e5%88%86%e9%a1%9e\/using-python-to-interface-with-griddb-via-jdbc-with-jaydebeapi\/","title":{"rendered":"Python\u3068JayDeBeApi\u3092\u4f7f\u3063\u3066JDBC\u7d4c\u7531\u3067GridDB\u3068\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u3068\u308b\u65b9\u6cd5"},"content":{"rendered":"

\u306f\u3058\u3081\u306b<\/h2>\n

\u3053\u306e\u30d6\u30ed\u30b0\u3067\u306f\u3001GridDB \u306e Java Database Connectivity (JDBC) \u63a5\u7d9a\u6a5f\u80fd\u3092\u3001\u4eba\u6c17\u306e\u9ad8\u3044 JDBC Python \u30e2\u30b8\u30e5\u30fc\u30eb\u3068\u4e00\u7dd2\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3053\u306e\u4f8b\u3067\u306f\u3001JayDeBeApi\u3068\u3044\u3046\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u958b\u767a\u8005\u306fPython\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3092JDBC\u306b\u63a5\u7d9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u304c\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 API \u3068\u306e\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u884c\u3046\u969b\u306b\u3001Java \u3092\u4f7f\u7528\u3057\u306a\u3051\u308c\u3070\u306a\u3089\u306a\u3044\u3068\u3044\u3046\u5236\u9650\u304c\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n

\u4e0b\u306b\u30b9\u30ad\u30c3\u30d7\u3057\u3066\u5148\u306bDocker\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u624b\u9806\u3092\u78ba\u8a8d\u3059\u308b\u5834\u5408\u306f\u3053\u3061\u3089<\/a><\/p>\n

\u524d\u63d0\u6761\u4ef6<\/h2>\n
\n
$ pip3 install griddb-python --user\n<\/code><\/pre>\n<\/div>\n
GridDB\u30af\u30e9\u30b9\u30bf\u304c\u8d77\u52d5\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u78ba\u8a8d\u3057\u305f\u3089\u3001\u6b21\u306bGridDB JDBC\u30c9\u30e9\u30a4\u30d0\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3092\u884c\u3044\u307e\u3059\u3002\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u65b9\u6cd5\u306f \u3053\u3061\u3089\u306e\u30d6\u30ed\u30b0<\/a>\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
\u4ee5\u4e0b\u306b\u3001\u7c21\u5358\u306b\u307e\u3068\u3081\u307e\u3057\u305f\u3002<\/p>\n
\n
$ wget https:\/\/repo1.maven.org\/maven2\/com\/github\/griddb\/gridstore-jdbc\/4.5.0\/gridstore-jdbc-4.5.0.jar\n<\/code><\/pre>\n<\/div>\n
JayDeBeApi \u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n
\u3053\u3053\u304b\u3089\u672c\u984c\u306b\u5165\u308a\u307e\u3059\u3002JayDeBeApi\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u306b\u306f\u3001JPype1\u3068\u4e00\u7dd2\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u81ea\u4f53\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\n
$ pip3 install JayDeBeApi --user\n<\/code><\/pre>\n<\/div>\n
\n
$ pip3 install JPype1==0.6.3 --user\n<\/code><\/pre>\n<\/div>\n
\u904e\u53bb\u306e\u30d6\u30ed\u30b0\u3067\u7d39\u4ecb\u3057\u305fJDBC\u306e\u30a4\u30f3\u30b9\u30c8\u30e9\u30af\u30b7\u30e7\u30f3\u901a\u308a\u306b\u8a2d\u5b9a\u3092\u3057\u3066\u3044\u308b\u5834\u5408\u3001CLASSPATH\u306f\u3059\u3067\u306bJDBC\u30c9\u30e9\u30a4\u30d0\u3092\u6307\u3057\u3066\u3044\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n
\n
$ export CLASSPATH=${CLASSPATH}:\/user\/share\/java\/gridstore-jdbc-4.5.0.jar\n<\/code><\/pre>\n<\/div>\n
\u6b21\u306f\u30b5\u30f3\u30d7\u30eb\u3092\u5b9f\u884c\u3057\u3066\u6b63\u3057\u304f\u63a5\u7d9a\u3055\u308c\u3066\u3044\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u305d\u3053\u3067\u3001GridDB JDBC \u30ea\u30dd\u30b8\u30c8\u30ea<\/a>\u306b\u542b\u307e\u308c\u308b\u30b5\u30f3\u30d7\u30eb\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n
\u6ce8\u610f\u70b9\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u30b3\u30fc\u30c9\u3092\u898b\u3066\u304f\u3060\u3055\u3044\u3002gridstore-jdbc.jar\u30d5\u30a1\u30a4\u30eb\u3078\u306e\u30d1\u30b9\u304c\u3042\u308b\u306e\u3067\u3001\/usr\/share\/java\u30c7\u30a3\u30ec\u30af\u30c8\u30ea\u3092\u6307\u3059\u3088\u3046\u306b\u30d1\u30b9\u3092\u5909\u66f4\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n
\n
\nimport jaydebeapi\nimport sys\n\nargv = sys.argv\n\nmulticast_address = argv[1] # default : 239.0.0.1\nport_no = argv[2] # default : 41999\ncluster_name = argv[3]\nusername = argv[4]\npassword = argv[5]\n\nurl = \"jdbc:gs:\/\/\" + multicast_address + \":\" + port_no + \"\/\" + cluster_name\nconn = jaydebeapi.connect(\"com.toshiba.mwcloud.gs.sql.Driver\",\n    url, [username, password], \".\/gridstore-jdbc.jar\")\n\ncurs = conn.cursor()\n\ncurs.execute(\"DROP TABLE IF EXISTS Sample\")\ncurs.execute(\"CREATE TABLE IF NOT EXISTS Sample ( id integer PRIMARY KEY, value string )\")\nprint('SQL Create Table name=Sample')\ncurs.execute(\"INSERT INTO Sample values (0, 'test0'),(1, 'test1'),(2, 'test2'),(3, 'test3'),(4, 'test4')\")\nprint('SQL Insert')\ncurs.execute(\"SELECT * from Sample where ID > 2\")\nprint(curs.fetchall())\n\ncurs.close()\nconn.close()\nprint('success!')\n<\/code><\/pre>\n<\/div>\n
\n
$ cp jdbc\/sample\/en\/python-db-api\/DBAPISelect.py .\n<\/code><\/pre>\n<\/div>\n
\u3053\u306e\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u306f\u3001Python\u306e\u30b3\u30fc\u30c9\u3092JDBC\u3067\u5b9f\u884c\u3067\u304d\u308b\u304b\u3069\u3046\u304b\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001Python\u306e\u30b3\u30fc\u30c9\u306fSample\u3068\u547c\u3070\u308c\u308b\u30b3\u30f3\u30c6\u30ca\u3092\u4f5c\u6210\u3057\u3001\u3044\u304f\u3064\u304b\u306e\u30c7\u30fc\u30bf\u3092\u633f\u5165\u3057\u307e\u3059\u3002<\/p>\n
\u3055\u3066\u3001\u5b9f\u969b\u306b\u30b5\u30f3\u30d7\u30eb\u3092\u5b9f\u884c\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002python DBAPISelect.py     <\/code><\/p>\n
\n
$ python3 DBAPISelect.py 239.0.0.1 41999 defaultCluster admin admin\n<\/code><\/pre>\n<\/div>\n
SQL Create Table name=Sample\nSQL Insert\n[(3, 'test3'), (4, 'test4')]\nsuccess!<\/pre>\n
\u3053\u308c\u3067\u3001Python\u3067JDBC\/GridDB\u3092\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n
Jupyter Notebook \u306e\u4f7f\u7528<\/h2>\n
\u4e00\u5ea6jdbc\u3092\u7acb\u3061\u4e0a\u3052\u3066\u5b9f\u884c\u3057\u305f\u3089\u3001Jupyter Notebook\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3001\u5168\u4f53\u306e\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u3088\u308a\u826f\u304f\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\n
$ pip3 install jupyterlab --user\n<\/code><\/pre>\n<\/div>\n
Jupyter\u3092\u958b\u304d\u307e\u3059\u3002<\/p>\n
\n
$ jupyter notebook\n<\/code><\/pre>\n<\/div>\n
\u3053\u308c\u3067\u5b8c\u4e86\u3067\u3059\u3002<\/p>\n
\"\"<\/p>\n
Docker<\/h2>\n
\u4ed6\u306e\u65b9\u6cd5\u3068\u3057\u3066\u3001 Docker <\/a>\u3092\u4f7f\u3063\u3066JDBC\u3068JayDeBeApi\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u3053\u3061\u3089\u306e\u30d6\u30ed\u30b0<\/a>\u306b\u3001GridDB\u30b5\u30fc\u30d0\u3068Python\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306e\u4e21\u65b9\u306e\u30b3\u30f3\u30c6\u30ca\u304c\u542b\u307e\u308c\u3066\u3044\u307e\u3059\uff08\u30bd\u30fc\u30b9\u30d5\u30a1\u30a4\u30eb\u306f\u30d6\u30ed\u30b0\u306e\u4e00\u756a\u4e0b\u306b\u3042\u308a\u307e\u3059\uff09\u3002\u4e0a\u8a18\u306e\u30d6\u30ed\u30b0\u306b\u6cbf\u3063\u3066\u9032\u3081\u308b\u5834\u5408\u306f\u3001Dockerfile<\/code>\u3092\u66f4\u65b0\u3057\u3066\u3001\u6700\u65b0\u306eGridDB \u30b5\u30fc\u30d0\u30fc<\/a>\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n
\n
RUN rpm -Uvh https:\/\/github.com\/griddb\/griddb\/releases\/download\/v4.5.0\/griddb-4.5.0-1.linux.x86_64.rpm\n RUN yum -y install iproute\n<\/code><\/pre>\n<\/div>\n
\u30b7\u30b9\u30c6\u30e0\u306e\u901a\u77e5\u30a2\u30c9\u30ec\u30b9\u3092\u66f4\u65b0\u3059\u308b\u305f\u3081\u306b\u3001start_griddb.sh \u30b9\u30af\u30ea\u30d7\u30c8\u3092\u5909\u66f4\u3057\u3066\u304f\u3060\u3055\u3044 (10080 –> 10040)\u3002<\/p>\n
\n
cat << EOF > \/var\/lib\/gridstore\/conf\/gs_cluster.json\n {\n        \"dataStore\":{\n                \"partitionNum\":128,\n                \"storeBlockSize\":\"64KB\"\n        },\n        \"cluster\":{\n                \"clusterName\":\"defaultCluster\",\n                \"replicationNum\":2,\n                \"notificationInterval\":\"5s\",\n                \"heartbeatInterval\":\"5s\",\n                \"loadbalanceCheckInterval\":\"180s\",\n                \"notificationMember\": [\n                        {\n                                \"cluster\": {\"address\":\"$IP\", \"port\":10010},\n                                \"sync\": {\"address\":\"$IP\", \"port\":10020},\n                                \"system\": {\"address\":\"$IP\", \"port\":10040}, #change here\n                                \"transaction\": {\"address\":\"$IP\", \"port\":10001},\n                                \"sql\": {\"address\":\"$IP\", \"port\":20001}\n                       }\n                ]\n        },\n        \"sync\":{\n                \"timeoutInterval\":\"30s\"\n        }\n }\n EOF\n<\/code><\/pre>\n<\/div>\n
GridDB\u30b5\u30fc\u30d0\u306eDocker\u30b3\u30f3\u30c6\u30ca\u304c\u8d77\u52d5\u3057\u3066\u3044\u308b\u5834\u5408\u3001\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3067IP\u30a2\u30c9\u30ec\u30b9\u3092\u53d6\u5f97\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n
\n
$ docker inspect griddb-server | grep \"IPAddress\"\n<\/code><\/pre>\n<\/div>\n
\u3042\u308b\u3044\u306f<\/p>\n
\n
$ CONT=`docker ps | grep griddb-server | awk '{ print $1 }'`; docker exec $CONT cat \/etc\/hosts | grep $CONT | awk '{ print $1 }'\n<\/code><\/pre>\n<\/div>\n
Jupyter (Docker)<\/h2>\n
Docker\u30b3\u30f3\u30c6\u30ca\u3092\u7d4c\u7531\u3057\u3066Jupyter\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n
\n
$ docker run --name jupyternotebook --network griddb-net -p 8888:8888 jupyter\/scipy-notebook\n<\/code><\/pre>\n<\/div>\n
\u305d\u306e\u5f8c\u3001URL(http:\/\/127.0.0.1:8888\/?token=xxxx)\u3092\u30b3\u30d4\u30fc\u3057\u3066\u30d6\u30e9\u30a6\u30b6\u306b\u8cbc\u308a\u4ed8\u3051\u308b\u3068\u3001jupyter notebook\u304c\u8d77\u52d5\u3057\u307e\u3059\u3002<\/p>\n
\u65b0\u305f\u306b\u4f5c\u6210\u3057\u305fDocker\u30b3\u30f3\u30c6\u30ca\u306b\u30ed\u30b0\u30a4\u30f3\u3057\u307e\u3059\u3002<\/p>\n
\n
$ docker exec -u 0 -it jupyternotebook \/bin\/bash \n<\/code><\/pre>\n<\/div>\n
\u4ee5\u4e0b\u306e\u30b3\u30de\u30f3\u30c9\u3092\u5b9f\u884c\u3057\u3066\u65b0\u305f\u306a\u4f9d\u5b58\u95a2\u4fc2\u3092\u89e3\u6c7a\u3057\u307e\u3059\u3002<\/p>\n
\n
$ apt update\n<\/code><\/pre>\n<\/div>\n
\n
$ apt install default-jre\n<\/code><\/pre>\n<\/div>\n
\n
$ wget https:\/\/repo1.maven.org\/maven2\/com\/github\/griddb\/gridstore-jdbc\/4.5.0\/gridstore-jdbc-4.5.0.jar\n<\/code><\/pre>\n<\/div>\n
\n
$ cp gridstore-jdbc-4.5.0.jar \/usr\/share\/java\/\n<\/code><\/pre>\n<\/div>\n
\n
$ pip install jaydebeapi\n<\/code><\/pre>\n<\/div>\n
\u3042\u3068\u306f\u30d6\u30e9\u30a6\u30b6\u306eJupyter\u3092\u4f7f\u3063\u3066\u3001\u6b8b\u308a\u306e\u624b\u9806\u3092\u7d42\u308f\u3089\u305b\u308c\u3070\u5b8c\u4e86\u3067\u3059\u3002\u307e\u305a\u3001\u5fc5\u8981\u306a\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u30a4\u30f3\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/p>\n
\n
import pandas as pd\n import jaydebeapi\n<\/code><\/pre>\n<\/div>\n
GridDB\u30b3\u30f3\u30c6\u30ca\u306b\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\n
\n
conn = jaydebeapi.connect(\"com.toshiba.mwcloud.gs.sql.Driver\",\n                           \"jdbc:gs:\/\/\/defaultCluster\/public?notificationMember:127.0.0.1:20001\",\n                           [\"admin\", \"admin\"],\n                          \"\/usr\/share\/java\/gridstore-jdbc.jar\",)\n<\/code><\/pre>\n<\/div>\n
\u6642\u7cfb\u5217\u30c6\u30fc\u30d6\u30eb\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u4f5c\u6210\u3057\u3001JDBC\u7d4c\u7531\u3067\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n
\n
curs = conn.cursor()\n curs.execute('CREATE TABLE Sensor1(datetime TIMESTAMP PRIMARY KEY, payload FLOAT)\n curs.execute(\"INSERT into Sensor1 values (now(), 45.6)\")\n curs.execute(\"SELECT * FROM Sensor1\")\n curs.fetchall()\n curs.close()\n conn.close()\n<\/code><\/pre>\n<\/div>\n
Pandas\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u4f7f\u3046\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n
\n
sql = (\"SELECT * FROM Sensor1\";)\n sql_query = pd_read_sql_query(sql, conn)\n sql_query\n<\/code><\/pre>\n<\/div>\n
\u7d50\u8ad6<\/h2>\n
\u3053\u306e\u3088\u3046\u306b\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306e\u9023\u643a\u3059\u308b\u305f\u3081\u306b\u3001GridDB\u30b5\u30fc\u30d0\u30fc\u306bJupyter\u3068 JayDeBeApi \u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u4f7f\u7528\u3059\u308b2\u3064\u306e\u65b9\u6cd5\u3092\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
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