Apache Atlas元数据血缘关系（Lineage）功能研究_tomalun的专栏-CSDN博客

一、生成血缘数据

血缘关系数据通过Process生成，可以在数据导入时自动生成或通过RestAPI新增Process生成。

1、 sqoop同步自动生成血缘数据

sqoop同步MySQL数据库数据到hive，同步成功后，通过sqoop的 Atlas Hook自动生成血缘数据。

sqoop将MySQL数据库所有表数据同步到hive仓库命令：

sqoop import-all-tables  --connect jdbc:mysql://192.168.1.1:3306/testdb --username root --password ****** --hive-import --hive-database testdb  --m 1

Atlas管理台可以查看到每张表的血缘关系图:

 

2、 RestAPI接口生成血缘数据

通过Atlas的RestAPI接口新增Process，可以生成血缘数据。

例如将Atlas元数据管理的MySQL数据库表和hive数据表关联生成血缘数据，先查到两张表的guid值，然后构造请求数据调用接口： http://{atlas_host}:21000/api/atlas/v2/entity/bulk

请求消息：

{"entities":[{"typeName":" Process","attributes":{"owner":"root","createTime":"2020-05-07T10:32:21.0Z","updateTime":"","qualifiedName":"[email protected]@mysql://192.168.1.1:3306","name":"peopleProcess","description":"people Process","comment":"test people Process","contact_info":"jdbc","type":"table"," inputs":[{"guid": " 5a676b74-e058-4e81-bcf8-42d73f4c1729","typeName": "rdbms_table"}]," outputs":[{"guid": " 2e7c70e1-5a8a-4430-859f-c46d267e33fd","typeName": "hive_table"}]}}]}

Atlas管理台可以查看到表的血缘关系图:

3、 hive建表语句自动生成血缘数据

hive执行hive SQL语句create table t2 as select id, name from T1创建表，会自动生成表的血缘数据以及字段级的血缘数据。

Hive 2.2.0以下的低版本存在bug，字段级的血缘数据不能自动生成，需升级hive版本到2.2.0及以上才能正常生成字段级的血缘数据。

Atlas管理台可以查看到表的血缘关系图:

字段（列）级血缘图：

4、多个 Process联结的血缘图

 

 

二、管理血缘数据

1、 Rest API查询血缘数据

get请求：http://{atlas_host}:21000/api/atlas/v2/lineage/01d12e5f-1ef5-46a8-ac13-29be71e8f78e

响应消息：

{"baseEntityGuid":"01d12e5f-1ef5-46a8-ac13-29be71e8f78e","lineageDirection":"BOTH","lineageDepth":3,"guidEntityMap":{"5a676b74-e058-4e81-bcf8-42d73f4c1729":{"typeName":"rdbms_table","attributes":{"owner":"root","createTime":1577687198000,"qualifiedName":"[email protected]://192.168.1.1:3306","name":"p_people","description":"MySQL数据库表：testdb.p_people"},"guid":"5a676b74-e058-4e81-bcf8-42d73f4c1729","status":"ACTIVE","displayText":"p_people","classificationNames":[],"meaningNames":[],"meanings":[]},"2e7c70e1-5a8a-4430-859f-c46d267e33fd":{"typeName":"hive_table","attributes":{"owner":"hdfs","createTime":1578981817000,"qualifiedName":"[email protected]","name":"p_people"},"guid":"2e7c70e1-5a8a-4430-859f-c46d267e33fd","status":"ACTIVE","displayText":"p_people","classificationNames":["people"],"meaningNames":[],"meanings":[]},"2b65eb7f-596e-48f0-a94d-240e56a4da93":{"typeName":"Process","attributes":{"owner":"root","qualifiedName":"[email protected]@mysql://192.168.1.1:3306","name":"peopleProcess","description":"people Process"},"guid":"2b65eb7f-596e-48f0-a94d-240e56a4da93","status":"ACTIVE","displayText":"peopleProcess","classificationNames":[],"meaningNames":[],"meanings":[]},"01d12e5f-1ef5-46a8-ac13-29be71e8f78e":{"typeName":"hive_process","attributes":{"qualifiedName":"[email protected]:1588921268000","name":"create table p_people_tmp2 as select peopleid,peopletype,credentialtype,credentialno,peoplename,gender,nation from p_people"},"guid":"01d12e5f-1ef5-46a8-ac13-29be71e8f78e","status":"ACTIVE","displayText":"create table p_people_tmp2 as select peopleid,peopletype,credentialtype,credentialno,peoplename,gender,nation from p_people","classificationNames":["people"],"meaningNames":[],"meanings":[]},"a4ccceb2-a52c-46a2-b4fd-27d26b8aad3f":{"typeName":"hive_table","attributes":{"owner":"hive","createTime":1588921268000,"qualifiedName":"[email protected]","name":"p_people_tmp2"},"guid":"a4ccceb2-a52c-46a2-b4fd-27d26b8aad3f","status":"ACTIVE","displayText":"p_people_tmp2","classificationNames":["people"],"meaningNames":[],"meanings":[]}},"relations":[{"fromEntityId":"01d12e5f-1ef5-46a8-ac13-29be71e8f78e","toEntityId":"a4ccceb2-a52c-46a2-b4fd-27d26b8aad3f","relationshipId":"148cc83d-5b67-4174-91e4-767509483e13"},{"fromEntityId":"2e7c70e1-5a8a-4430-859f-c46d267e33fd","toEntityId":"01d12e5f-1ef5-46a8-ac13-29be71e8f78e","relationshipId":"eb768346-d32a-40f9-bf04-d23abbcc3221"},{"fromEntityId":"2b65eb7f-596e-48f0-a94d-240e56a4da93","toEntityId":"2e7c70e1-5a8a-4430-859f-c46d267e33fd","relationshipId":"bea47efd-2645-4d8a-ba6b-8f4ef9bb7316"},{"fromEntityId":"5a676b74-e058-4e81-bcf8-42d73f4c1729","toEntityId":"2b65eb7f-596e-48f0-a94d-240e56a4da93","relationshipId":"517db5b7-f537-4e66-97f1-33c2863fb440"}]}

2、管理界面查看血缘图

可以在Atlas管理台每个实体详情的Lineage选项卡页面查看血缘图：

界面上有几个功能按钮可以操作，依次是重排血缘图、导出png图片、设置hover事件显示当前路径或节点详情、隐藏过滤、节点搜索、放大、缩小、全屏：