{"id":14847,"date":"2016-10-15T14:19:13","date_gmt":"2016-10-15T05:19:13","guid":{"rendered":"http:\/\/www.creationline.com\/?p=14847"},"modified":"2022-12-13T15:29:47","modified_gmt":"2022-12-13T06:29:47","slug":"neo4j%e5%85%ac%e5%bc%8f%e3%81%ae%e8%a8%80%e8%aa%9e%e3%83%89%e3%83%a9%e3%82%a4%e3%83%90%e3%83%bcbolt%e3%81%ab%e3%82%88%e3%82%8b%e3%83%97%e3%83%ad%e3%82%b0%e3%83%a9%e3%83%9f%e3%83%b3%e3%82%b0-neo4j","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/data-management\/neo4j\/14847","title":{"rendered":"Neo4j\u516c\u5f0f\u306e\u8a00\u8a9e\u30c9\u30e9\u30a4\u30d0\u30fc(Bolt)\u306b\u3088\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0 #neo4j"},"content":{"rendered":"

Neo4j v3.0\u304b\u3089Bolt\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u30d0\u30a4\u30ca\u30ea\u30c9\u30e9\u30a4\u30d0\u30fc\u3067\u300c.NET\/Java\/JavaScript\/Python\u300d\u306e4\u3064\u306e\u8a00\u8a9e\u306e\u516c\u5f0f\u7684\u306a\u30b5\u30dd\u30fc\u30c8\u3092\u767a\u8868\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001Neo4j\u3000Bolt\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u6982\u8981\u3068Python\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u5229\u7528\u65b9\u6cd5\u3092\u7c21\u7565\u306b\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n

Neo4j Bolt\u30d0\u30a4\u30ca\u30ea\u30c9\u30e9\u30a4\u30d0\u30fc\u3068\u306f<\/h2>\n

\u6982\u8981<\/h3>\n

Bolt\u30d0\u30a4\u30ca\u30ea\u30c9\u30e9\u30a4\u30d0\u30fc\u3068\u306f\u3001Bolt\u30d7\u30ed\u30c8\u30b3\u30eb\u3092\u30d9\u30fc\u30b9\u306b\u3057\u3001\u591a\u69d8\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3084\u30c7\u30fc\u30bf\u74b0\u5883\u304b\u3089Neo4j\u306b\u4e00\u5143\u7684\u306b\u63a5\u7d9a\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u305f\u3081\u306b\u958b\u767a\u3055\u308c\u305f\u8a00\u8a9e\u30c9\u30e9\u30a4\u30d0\u30fc\u3067\u3059\u3002Neo4j\u306f\u3001\u3053\u308c\u307e\u3067\u3001HTTP\u3084JVM\u30d9\u30fc\u30b9\u306e\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u63d0\u4f9b\u3057\u3066\u6765\u307e\u3057\u305f\u304c\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u554f\u984c\u3092\u542b\u3080\u69d8\u3005\u306a\u8981\u6c42\u304c\u7d2f\u7a4d\u3057\u3066\u3044\u308b\u72b6\u6cc1\u306e\u306a\u304b\u3067\u3001Neo4j 3.0\u306e\u767a\u8868\u3092\u5ff5\u982d\u306b2015\u5e74\u304b\u3089Bolt\u30d0\u30a4\u30ca\u30ea\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u958b\u767a\u306b\u7740\u624b\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\"bolt-driver-1\"<\/p>\n

Bolt\u30c9\u30e9\u30a4\u30d0\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3068\u3057\u3066\u30d0\u30a4\u30ca\u30ea\u578b\u5f0f(PackStream)\u3092\u63a1\u7528\u3057\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30ba\u3092\u8efd\u91cf\u5316\u3059\u308b\u3053\u3068\u3067\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u3092\u56f3\u308a\u3001\u8907\u6570\u306e\u8a00\u8a9e\u306b\u304a\u3044\u3066\u7d71\u4e00\u3055\u308c\u305f\u898f\u683c\u306e\u4e0b\u3067\u958b\u767a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u9060\u9694\u5730\u304b\u3089\u306e\u63a5\u7d9a\u6642\u306b\u306fTLS\uff08Transport Layer Security\uff09\u6697\u53f7\u5316\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u3067\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u5f37\u5316\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u5f8c\u3001\u5f93\u6765\u306eREST\u53ca\u3073JVM\u30d9\u30fc\u30b9\u306eAPI\u3082\u3001\u3057\u3070\u3089\u304f\u306f\u6df7\u5728\u3059\u308b\u3088\u3046\u306a\u72b6\u6cc1\u304c\u7d9a\u304f\u3067\u3057\u3087\u3046\u304c\u3001Bolt\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u9032\u5316\u3068\u5171\u306b\u3001\u6a5f\u80fd\u7684\u306b\u7af6\u5408\u3059\u308b\u3088\u3046\u306a\u3082\u306e\u306f\u3001\u304a\u305d\u3089\u304f\u81ea\u7136\u6dd8\u6c70\u3057\u3066\u3044\u304f\u3067\u3057\u3087\u3046\u3002<\/p>\n

Bolt\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u69cb\u6210\u8981\u7d20 <\/h3>\n

Bolt\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u69cb\u6210\u8981\u7d20\u306f\u3001\u4e0b\u8a18\u306e\u901a\u308a\u3001\u3068\u3066\u3082\u30b7\u30f3\u30d7\u30eb\u3067\u3059\u3002<\/p>\n\n\n\n\n\n
driver = GraphDatabase.driver()<\/td>\n\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30aa\u30d6\u30b8\u30a7\u30af\u30c8<\/td>\n<\/tr>\n

\u3000<\/p>\n

session = driver.session()<\/td>\n\u30c9\u30e9\u30a4\u30d0\u30fc\u30aa\u30d6\u30b8\u30a7\u30af\u30c8<\/td>\n<\/tr>\n
session.run()<\/td>\n\u5b9f\u884c\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8<\/td>\n<\/tr>\n
session.close()<\/td>\n\u7d42\u4e86\u30b9\u30c6\u30fc\u30c8\u30e1\u30f3\u30c8<\/td>\n<\/tr>\n<\/table>\n

\u4e8b\u524d\u6e96\u5099<\/h2>\n

OS\u306f\u3001Linux\/Windows\/Mac\u306e\u3044\u305a\u308c\u3082\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306fWindows\u3092\u30d9\u30fc\u30b9\u306b\u3057\u307e\u3059\u3002<\/p>\n

Neo4j\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n

\u4eca\u56de\u306e\u6f14\u7fd2\u74b0\u5883\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u69cb\u6210\u306f\u3001\u6b21\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n


\nNeo4j\uff1a3.0.6
\n\u30c9\u30e9\u30a4\u30d0\u2015\u30d0\u30fc\u30b8\u30e7\u30f3\uff1a1.0
\nBolt\u30d7\u30ed\u30c8\u30b3\u30eb\uff1a1
\n<\/strong><\/p>\n

Bolt\u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u4f7f\u3046\u305f\u3081\u306b\u306f\u3001Neo4j v3.0\u4ee5\u4e0a\u304c\u5fc5\u8981\u3067\u3059\u3002
\n\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u306f\u3001\u4e0b\u8a18\u306e\u30b5\u30a4\u30c8\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

Windows\u3067Neo4j\u3092\u4f7f\u3063\u3066\u307f\u308b<\/a>
\nMac\u3067Neo4j\u3092\u4f7f\u3063\u3066\u307f\u308b<\/a><\/p>\n

Python\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h3>\n

\u4eca\u56de\u306f\u3001python-2.7.12.msi<\/a>\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u3044\u307e\u3059\u30023.x\u3067\u3082\u826f\u3044\u3067\u3059\u3002<\/p>\n

C:\\> python -V
\nPython 2.7.12<\/p>\n

C:\\> pip -V
\npip 8.1.1 from c:\\python27\\lib\\site-packages (python 2.7)<\/p><\/blockquote>\n

Neo4j \u30c9\u30e9\u30a4\u30d0\u30fc\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/h2>\n

Bolt\u306eNeo4j \u30c9\u30e9\u30a4\u30d0\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n

C:\\> pip install neo4j-driver
\nCollecting neo4j-driver
\nDownloading neo4j_driver-1.0.2-py2.py3-none-any.whl
\nInstalling collected packages: neo4j-driver
\nSuccessfully installed neo4j-driver-1.0.2<\/p><\/blockquote>\n

Neo4j\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6e96\u5099<\/h3>\n

\u4eca\u56de\u306b\u7d39\u4ecb\u3059\u308b\u7bc4\u56f2\u3067\u306f\u3001\u8ab0\u304b\u306b\u8ff7\u60d1\u3092\u304b\u3051\u306a\u3044\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u3042\u308c\u3070\u7d50\u69cb\u3067\u3059\u3002\u3053\u3053\u3067\u306f\u3001Neo4j\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u6620\u753b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u524d\u63d0\u306b\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n

\u6620\u753b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3067\u3059\u3002<\/p>\n

\"bolt-driver-2\"<\/p>\n

Bolt\u30c9\u30e9\u30a4\u30d0\u30fc\u306b\u3088\u308bNeo4j\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0<\/h2>\n

Neo4j\u306f\u3001\u8d77\u52d5\u4e2d\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

\u6f14\u7fd20:Keanu Reeves\u3055\u3093\u304c\u51fa\u6f14\u3057\u305f\u6620\u753b\u306e\u691c\u7d22<\/h3>\n

C:\\> python query0.py
\nKeanu Reeves-ACTED_IN->Something's Gotta Give
\nKeanu Reeves-ACTED_IN->Johnny Mnemonic
\nKeanu Reeves-ACTED_IN->The Replacements
\nKeanu Reeves-ACTED_IN->The Devil's Advocate
\nKeanu Reeves-ACTED_IN->The Matrix Revolutions
\nKeanu Reeves-ACTED_IN->The Matrix Reloaded
\nKeanu Reeves-ACTED_IN->The Matrix\n<\/p><\/blockquote>\n

python query0.py<\/strong><\/p>\n

\nfrom neo4j.v1 import GraphDatabase, basic_auth<\/p>\n

driver = GraphDatabase.driver(\"bolt:\/\/localhost\", auth=basic_auth(\"neo4j\", \"neo4jadmin\"))
\nsession = driver.session()<\/p>\n

v_name = 'Keanu Reeves'<\/p>\n

result = session.run(\"MATCH (a:Person { name : '%s'})-[r:ACTED_IN]->(b) \"
\n \"RETURN a.name,type(r) AS Type, b.title\" % (v_name))<\/p>\n

for record in result:
\n print(\"%s-%s->%s \" % (record[\"a.name\"], record[\"Type\"], record[\"b.title\"]))<\/p>\n

session.close()\n<\/p><\/blockquote>\n

\u6f14\u7fd21:\u4ff3\u512a\u30ce\u30fc\u30c9\u4f5c\u6210<\/h3>\n

\u4ff3\u512a\u30ce\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n

C:\\>python query1.py<\/p><\/blockquote>\n

query1.py<\/strong><\/p>\n

from neo4j.v1 import GraphDatabase, basic_auth<\/p>\n

driver = GraphDatabase.driver(\"bolt:\/\/localhost\", auth=basic_auth(\"neo4j\", \"neo4jadmin\"))
\nsession = driver.session()<\/p>\n

v_name = 'Nakamura'<\/p>\n

session.run(\"CREATE (:Person {name: '%s'})\" % (v_name))<\/p>\n

session.close()<\/p><\/blockquote>\n

Web\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u304b\u3089\u30ce\u30fc\u30c9\u3092\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n

MATCH (person:Person) WHERE person.name='Nakamura' RETURN person<\/p><\/blockquote>\n

\"actor-nakamura\"<\/p>\n

\u6f14\u7fd21-1:\u6620\u753b\u30ce\u30fc\u30c9\u4f5c\u6210<\/h3>\n

\u6620\u753b\u30ce\u30fc\u30c9\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n

C:\\> python query1-1.py<\/p><\/blockquote>\n

query1-1.py<\/strong><\/p>\n

from neo4j.v1 import GraphDatabase, basic_auth<\/p>\n

driver = GraphDatabase.driver(\"bolt:\/\/localhost\", auth=basic_auth(\"neo4j\", \"neo4jadmin\"))
\nsession = driver.session()<\/p>\n

v_title = 'Tokyo 2020'<\/p>\n

session.run(\"CREATE (:Movie {title: '%s'})\" % (v_title))<\/p>\n

session.close()\n<\/p><\/blockquote>\n

\u6f14\u7fd22:\u30ce\u30fc\u30c9\u4f5c\u6210\u306e\u78ba\u8a8d<\/h3>\n

\u4f5c\u6210\u3057\u305f\u30ce\u30fc\u30c9\u3092\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n

C:\\>python query2.py
\na.name: Nakamura, b.title: Tokyo 2020<\/p><\/blockquote>\n

query2.py<\/strong><\/p>\n

from neo4j.v1 import GraphDatabase, basic_auth<\/p>\n

driver = GraphDatabase.driver(\"bolt:\/\/localhost\", auth=basic_auth(\"neo4j\", \"neo4jadmin\"))
\nsession = driver.session()<\/p>\n

v_name= 'Nakamura'
\nv_title = 'Tokyo 2020'<\/p>\n

result = session.run(\"MATCH (a:Person) WHERE a.name = '%s' \"
\n\"MATCH (b:Movie) WHERE b.title = '%s' \"
\n\"RETURN a.name, b.title\" % (v_name,v_title))<\/p>\n

for record in result:
\n# print(\"%s %s \" % (record[\"a.name\"], record[\"b.title\"]))
\nprint(\", \".join(\"%s: %s\" % (key, record[key]) for key in record.keys()))<\/p>\n

session.close()<\/p><\/blockquote>\n

\u6f14\u7fd23:\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u4f5c\u6210<\/h3>\n

\u4ff3\u512a\u30ce\u30fc\u30c9\u3068\u6620\u753b\u30ce\u30fc\u30c9\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u4f5c\u6210\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n

C:\\> python query3.py<\/p><\/blockquote>\n

query3.py<\/strong><\/p>\n

\n

from neo4j.v1 import GraphDatabase, basic_auth
\nimport sys<\/p>\n

driver = GraphDatabase.driver(\"bolt:\/\/localhost\", auth=basic_auth(\"neo4j\", \"neo4jadmin\"))
\nsession = driver.session()<\/p>\n

v_name = 'Nakamura'
\nv_title = 'Tokyo 2020'<\/p>\n

with session.begin_transaction() as tx:
\ntry:
\ntx.run(\"MATCH (a:Person) WHERE a.name = '%s' \"
\n\"MATCH (b:Movie) WHERE b.title = '%s' \"
\n\"CREATE (a)-[:ACTED_IN]->(b)\" % (v_name, v_title))
\ntx.success = True
\nprint(\"succeed\")
\n# tx.run(\"error\").consume()
\nexcept:
\ntx.success = False
\nprint \"Expected error:\", sys.exc_info()[0]<\/p>\n

session.close()<\/p>\n<\/blockquote>\n

COMMIT\u3068ROLEBACK\u306f\u3001\u660e\u793a\u7684\u306b\u5b9f\u884c\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n

tx. success = True<\/strong>
\nCOMMIT\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n

tx. success = False<\/strong>
\nROLEBACK\u3092\u610f\u5473\u3057\u307e\u3059\u3002<\/p>\n

\u30b3\u30e1\u30f3\u30c8\u3057\u3066\u3044\u308b\u7b87\u6240\u3092\u30a2\u30f3\u30b3\u30e1\u30f3\u30c8\u306b\u3057\u305f\u308a\u3057\u306a\u304c\u3089\u8a66\u3057\u3066\u307f\u3066\u304f\u3060\u3055\u3044\u3002\u660e\u793a\u7684\u306btx. success\u3092\u5ba3\u8a00\u3057\u306a\u3044\u3068\u51e6\u7406\u306f\u6709\u52b9\u306b\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n

\u4f8b\u3048\u3070\u3001tx. success = True\u3092\u5ba3\u8a00\u3057\u3066\u3082\u3001\u4f8b\u5916\u304c\u767a\u751f\u3057\u3001tx. success = False\u304c\u5ba3\u8a00\u3055\u308c\u308b\u3068\u3001\u51e6\u7406\u306f\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3055\u308c\u307e\u3059\u3002tx. success = True\u306e\u5ba3\u8a00\u3092\u3057\u306a\u304b\u3063\u305f\u5834\u5408\u3001\u6697\u9ed9\u7684\u306b\u30b3\u30df\u30c3\u30c8\u3055\u308c\u308b\u3088\u3046\u306a\u3053\u3068\u306f\u8d77\u304d\u307e\u305b\u3093\u3002<\/p>\n

\u6f14\u7fd24:\u30ea\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u78ba\u8a8d<\/h3>\n

\u3067\u306f\u3001\u6700\u5f8c\u306e\u30b5\u30d6\u30b0\u30e9\u30d5\u3092\u78ba\u8a8d\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n

\n

C:\\> python query4.py
\nNakamura-ACTED_IN->Tokyo 2020<\/p>\n<\/blockquote>\n

query4.py<\/strong><\/p>\n

\n

from neo4j.v1 import GraphDatabase, basic_auth<\/p>\n

driver = GraphDatabase.driver(\"bolt:\/\/localhost\", auth=basic_auth(\"neo4j\", \"neo4jadmin\"))
\nsession = driver.session()<\/p>\n

v_name = 'Nakamura'<\/p>\n

result = session.run(\"MATCH (a:Person { name : '%s'})-[r:ACTED_IN]->(b) \"
\n\"RETURN a.name,type(r) AS Type, b.title\" % (v_name))<\/p>\n

for record in result:
\nprint(\"%s-%s->%s \" % (record[\"a.name\"], record[\"Type\"], record[\"b.title\"]))<\/p>\n

session.close()<\/p>\n<\/blockquote>\n

\u30b0\u30e9\u30d5\u3092\u51fa\u529b\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n

\n

MATCH (a:Person)-[:ACTED_IN]->(b) WHERE a.name='Nakamura' RETURN a, b<\/p>\n<\/blockquote>\n

\"atcter-movie\"<\/p>\n

TLS\u6697\u53f7\u5316<\/h3>\n

\u9060\u9694\u5730\u304b\u3089\u63a5\u7d9a\u3059\u308b\u5834\u5408\u306f\u3001TLS\u6697\u53f7\u5316\u30e2\u30fc\u30c9\u3067\u63a5\u7d9a\u3057\u307e\u3059\u3002<\/p>\n

\n

var driver = GraphDatabase.Driver(\"bolt:\/\/localhost:7687\", AuthTokens.Basic(\"neo4j\", \"neo4jadmin\"),
\nConfig.Builder.WithEncryptionLevel(EncryptionLevel.Encrypted).ToConfig());<\/p>\n<\/blockquote>\n

\u307e\u3068\u3081<\/h2>\n

\u4e00\u8a00\u3067\u3044\u3046\u3068\u3001Bolt\u30c9\u30e9\u30a4\u30d0\u30fc\u306f\u3068\u3066\u3082\u4f7f\u3044\u3084\u3059\u3044\u3067\u3059\u306d\uff01
\n\u4ed6\u306e\u8a00\u8a9e\u306a\u3069\u3001\u3055\u3089\u306b\u8a73\u3057\u304f\u52c9\u5f37\u3057\u305f\u3044\u65b9\u306f\u3001\u4e0b\u8a18\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u53c2\u7167\u3057\u3066\u304f\u3055\u3044\u3002<\/p>\n

[\u53c2\u8003]<\/strong><\/p>\n

\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8(4.Driver)<\/a><\/p>\n

\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8(Appendix A. Reference)<\/a><\/p>\n

Using Neo4j from Python<\/a><\/p>\n

Neo4j Bolt Driver for Python<\/a><\/p>\n

GitHub(neo4j-python-driver)<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

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