## 一、目录结构
- **neo4j_csv**:知识图谱存储数据
- **os_query**:训练数据集
## 二、向Neo4j中导入CSV文件
### 1. 导入节点
#### 错误用法:
```CQL
USING PERIODIC COMMIT 10
LOAD CSV FROM "file:///subject.csv" AS line
create (a:subject{name:line[0],info:line[1],link:line[2]})
```
**ERROR: Please use CALL { ... } IN TRANSACTIONS instead**
```cql
CALL {
LOAD CSV FROM "file:///subject.csv" AS line
create (a:subject{name:line[0],info:line[1],link:line[2]})
} IN TRANSACTIONS
```
**ERROR: A query with 'CALL { ... } IN TRANSACTIONS' can only be executed in an implicit transaction, but tried to execute in an explicit transaction.**
#### 正确使用:
```cql
:auto CALL {
LOAD CSV FROM "file:///subject.csv" AS line
create (a:subject{name:line[0],info:line[1],link:line[2]})
} IN TRANSACTIONS
```
```cql
:auto CALL {
LOAD CSV FROM "file:///module.csv" AS line
create (a:module{name:line[0],info:line[1],page:line[2]})
} IN TRANSACTIONS
```
```cql
:auto CALL {
LOAD CSV FROM "file:///content.csv" AS line
create (a:content{name:line[0]})
} IN TRANSACTIONS
```
```cql
:auto CALL {
LOAD CSV FROM "file:///detail.csv" AS line
create (a:detail{name:line[0]})
} IN TRANSACTIONS
```
### 2. 导入关系
```cql
LOAD CSV FROM "file:///relation1.csv" AS line
MATCH (from:subject{name:line[0]}),(to:module{name:line[1]})
merge (from)-[r:CONTAIN]->(to)
return r
```
```cql
LOAD CSV FROM "file:///relation2.csv" AS line
MATCH (from:module{name:line[0]}),(to:content{name:line[1]})
merge (from)-[r:CONTAIN]->(to)
return r
```
```cql
LOAD CSV FROM "file:///relation3.csv" AS line
MATCH (from:content{name:line[0]}),(to:detail{name:line[1]})
merge (from)-[r:CONTAIN]->(to)
return r
```
### 3. 删除所有节点和关系
```cql
MATCH (r)
DETACH DELETE r
```
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温馨提示
【资源说明】 毕业设计 基于Python+Flask+Vue前后端分离的知识图谱(Neo4j)的课程学习智能问答系统源码+详细文档+全部数据资料(高分项目)毕业设计 基于Python+Flask+Vue前后端分离的知识图谱(Neo4j)的课程学习智能问答系统源码+详细文档+全部数据资料(高分项目)毕业设计 基于Python+Flask+Vue前后端分离的知识图谱(Neo4j)的课程学习智能问答系统源码+详细文档+全部数据资料(高分项目) 【备注】 1、该项目是个人高分毕业设计项目源码,已获导师指导认可通过,答辩评审分达到95分 2、该资源内项目代码都经过mac/window10/11测试运行成功,功能ok的情况下才上传的,请放心下载使用! 3、本项目适合计算机相关专业(如软件工程、计科、人工智能、通信工程、自动化、电子信息等)的在校学生、老师或者企业员工下载使用,也可作为毕业设计、课程设计、作业、项目初期立项演示等,当然也适合小白学习进阶。 4、如果基础还行,可以在此代码基础上进行修改,以实现其他功能,也可直接用于毕设、课设、作业等。 欢迎下载,沟通交流,互相学习,共同进步!
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