图数据在11.11促销活动中的应用主要体现在以下几个方面:
图数据是一种以图(Graph)的形式表示数据的数据结构,其中节点(Node)代表实体,边(Edge)代表实体之间的关系。图数据结构能够高效地处理复杂的关系网络。
from neo4j import GraphDatabase
class Neo4jConnection:
def __init__(self, uri, user, pwd):
self.__uri = uri
self.__user = user
self.__pwd = pwd
self.__driver = None
try:
self.__driver = GraphDatabase.driver(self.__uri, auth=(self.__user, self.__pwd))
except Exception as e:
print("Failed to create the driver:", e)
def close(self):
if self.__driver is not None:
self.__driver.close()
def query(self, query, parameters=None, db=None):
assert self.__driver is not None, "Driver not initialized!"
session = None
response = None
try:
session = self.__driver.session(database=db) if db is not None else self.__driver.session()
response = list(session.run(query, parameters))
except Exception as e:
print("Query failed:", e)
finally:
if session is not None:
session.close()
return response
# 使用示例
conn = Neo4jConnection("bolt://localhost:7687", "neo4j", "password")
result = conn.query("MATCH (p:Product)-[:ASSOCIATED_WITH]->(s:Product) RETURN p,s LIMIT 10")
for record in result:
print(record)
conn.close()
这段代码展示了如何使用Neo4j图数据库查询商品之间的关联关系,这对于分析促销活动中的商品搭配非常有帮助。
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