我正在尝试评估 Neo4j(使用社区版本)。
我正在使用 LOAD CSV 进程导入一些数据(100 万行)。它需要匹配先前导入的节点以在它们之间创建关系。
这是我的查询:
//Query #3
//create edges between Tr and Ad nodes
USING PERIODIC COMMIT
LOAD CSV WITH HEADERS FROM 'file:///1M.txt'
AS line
FIELDTERMINATOR '\t'
//find appropriate tx and ad
MATCH (tx:Tr { txid: TOINT(line.txid) }), (ad:Ad {p58: line.p58})
//create the edge (relationship)
CREATE (tx)-[out:OUT_TO]->(ad)
//set properties on the edge
SET out.id= TOINT(line.id)
SET out.n = TOINT(line.n)
SET out.v = TOINT(line.v)
我有以下指标:
Indexes
ON :Ad(p58) ONLINE (for uniqueness constraint)
ON :Tr(txid) ONLINE
ON :Tr(h) ONLINE (for uniqueness constraint)
这个查询已经运行了 5 天,到目前为止它已经创建了 270K 关系(超过 1M)。
Java 堆是 4g
机器有 32G 的 RAM 和一个用于驱动器的 SSD,只运行 linux 和 Neo4j
任何加快此过程的提示将不胜感激。
我应该尝试企业版吗?
查询计划:
+--------------------------------------------+
| No data returned, and nothing was changed. |
+--------------------------------------------+
If a part of a query contains multiple disconnected patterns,
this will build a cartesian product between all those parts.
This may produce a large amount of data and slow down query processing.
While occasionally intended,
it may often be possible to reformulate the query that avoids the use of this cross product,
perhaps by adding a relationship between the different parts or by using OPTIONAL MATCH (identifier is: (ad))
20 ms
Compiler CYPHER 3.0
Planner COST
Runtime INTERPRETED
+---------------------------------+----------------+---------------------+----------------------------+
| Operator | Estimated Rows | Variables | Other |
+---------------------------------+----------------+---------------------+----------------------------+
| +ProduceResults | 1 | | |
| | +----------------+---------------------+----------------------------+
| +EmptyResult | | | |
| | +----------------+---------------------+----------------------------+
| +Apply | 1 | line -- ad, out, tx | |
| |\ +----------------+---------------------+----------------------------+
| | +SetRelationshipProperty(4) | 1 | ad, out, tx | |
| | | +----------------+---------------------+----------------------------+
| | +CreateRelationship | 1 | out -- ad, tx | |
| | | +----------------+---------------------+----------------------------+
| | +ValueHashJoin | 1 | ad -- tx | ad.p58; line.p58 |
| | |\ +----------------+---------------------+----------------------------+
| | | +NodeIndexSeek | 1 | tx | :Tr(txid) |
| | | +----------------+---------------------+----------------------------+
| | +NodeUniqueIndexSeek(Locking) | 1 | ad | :Ad(p58) |
| | +----------------+---------------------+----------------------------+
| +LoadCSV | 1 | line | |
+---------------------------------+----------------+---------------------+----------------------------+