编译GeaFlow依赖以下环境:
执行以下命令来编译GeaFlow源码:
git clone https://github.com/TuGraph-family/tugraph-analytics.git cd tugraph-analytics/ mvn clean package -DskipTests
下面介绍如何在本地环境运行一个实时环路查找的图计算作业。
在编译完geaflow代码后,在工程目录下执行以下命令,启动实时环路查找的计算作业:
bin/gql_submit.sh --gql geaflow/geaflow-examples/gql/loop_detection.sql
其中loop_detection.sql是一段实时查询图中所有四度环路的DSL计算作业,其内容如下:
set geaflow.dsl.window.size = 1; set geaflow.dsl.ignore.exception = true; CREATE GRAPH IF NOT EXISTS dy_modern ( Vertex person ( id bigint ID, name varchar ), Edge knows ( srcId bigint SOURCE ID, targetId bigint DESTINATION ID, weight double ) ) WITH ( storeType='rocksdb', shardCount = 1 ); CREATE TABLE IF NOT EXISTS tbl_source ( text varchar ) WITH ( type='socket', `geaflow.dsl.column.separator` = '#', `geaflow.dsl.socket.host` = 'localhost', `geaflow.dsl.socket.port` = 9003 ); CREATE TABLE IF NOT EXISTS tbl_result ( a_id bigint, b_id bigint, c_id bigint, d_id bigint, a1_id bigint ) WITH ( type='socket', `geaflow.dsl.column.separator` = ',', `geaflow.dsl.socket.host` = 'localhost', `geaflow.dsl.socket.port` = 9003 ); USE GRAPH dy_modern; INSERT INTO dy_modern.person(id, name) SELECT cast(trim(split_ex(t1, ',', 0)) as bigint), split_ex(t1, ',', 1) FROM ( Select trim(substr(text, 2)) as t1 FROM tbl_source WHERE substr(text, 1, 1) = '.' ); INSERT INTO dy_modern.knows SELECT cast(split_ex(t1, ',', 0) as bigint), cast(split_ex(t1, ',', 1) as bigint), cast(split_ex(t1, ',', 2) as double) FROM ( Select trim(substr(text, 2)) as t1 FROM tbl_source WHERE substr(text, 1, 1) = '-' ); INSERT INTO tbl_result SELECT a_id, b_id, c_id, d_id, a1_id FROM ( MATCH (a:person) -[:knows]->(b:person) -[:knows]-> (c:person) -[:knows]-> (d:person) -> (a:person) RETURN a.id as a_id, b.id as b_id, c.id as c_id, d.id as d_id, a.id as a1_id );
该DSL实时读取socket服务 9003端口数据,实时构图,然后计算图中所有的4度的环路, 并将环路上的点id输出到socket服务9003端口,然后显示在socket控制台。
执行以下命令,启动socket server程序:
bin/socket.sh
socket服务启动后,控制台显示如下信息:
输入数据如下,数据前面的".“代表一条点数据,”-"代表一条边数据(起点、终点和权重)。
. 1,jim . 2,kate . 3,lily . 4,lucy . 5,brown . 6,jack . 7,jackson - 1,2,0.2 - 2,3,0.3 - 3,4,0.2 - 4,1,0.1 - 4,5,0.1 - 5,1,0.2 - 5,6,0.1 - 6,7,0.1
可以看到socket控制台上显示计算出来的环路数据:
你也可以继续输入新的点边数据,查看最新计算结果,如输入一下数据:
- 6,3,0.1
可以看到新的环路3-4-5-6-3被检查出来:
GeaFlow Console是GeaFlow提供的图计算研发平台,我们将介绍如何在Docker容器里面启动GeaFlow Console平台,提交流图计算作业。文档地址: 文档