Trafodion 处理JSON半结构化数据

Trafodion不仅可以处理结构化数据，还可以处理半结构化数据及非结构化数据，对于半结构化数据和非结构化数据，主要用到TMUDF功能。 本文通过一个实际的案例详解如何通过自定义一个TMUDF来解析JSON格式文本从而实现对半结构化数据的处理。

1 编写JAVA类实现解析JSON文本，可参考https://github.com/esgyn/code-examples/blob/master/src/main/java/org/trafodion/examples/udrs/udfs/table_valued/json_columnizer/json_columnizer.java 具体用法上述代码已提到如下所述，

/* =================================================================================== * * This is a Table Mapping UDF for Trafodion * * Input table contains a single VARCHAR/STRING column that is a complete JSON record * UDF outputs values corresponding to JSON tags passed in the calling statement * A variable number of tags can be passed in * * Tag names must be fully qualified, eg, 'Master.Employee.Middle Initial' for JSON * {"MASTER": {"EMPLOYEE": { "Middle Initial": "Q" } } } * * * To invoke this UDF: * * select * from udf(json_column(table( select * from <your json table> ), * '<tag>', '<tag>', ...) ); * * =================================================================================== */

2 编译并生成JAR包json_columnizer.jar(注意：此处需要把javax.json-1.0.4.jar一起打包进去)

[root@cent-2 udr]# ll json_columnizer.jar -rw-rw-r--. 1 centos centos 380574 Feb 7 11:47 json_columnizer.jar [root@cent-2 udr]# pwd /home/trafodion/esgynDB-2.2.0/udr

3 创建Library及Table_Mapping Function

create library trafodion.seabase.json_columnizer file '/home/trafodion/esgynDB-2.2.0/udr/json_columnizer.jar'; create table_mapping function trafodion.seabase.unjson_obj ( ) EXTERNAL NAME 'json_columnizer' LIBRARY trafodion.seabase.json_columnizer LANGUAGE JAVA NO SQL;

4 准备样例JSON文本

{ "firstName": "John", "lastName": "Smith", "isAlive": true, "age": 25, "address": { "streetAddress": "21 2nd Street", "city": "New York", "state": "NY", "postalCode": "10021-3100" }, "phoneNumbers": [ { "type": "home", "number": "212 555-1234" }, { "type": "office", "number": "646 555-4567" }, { "type": "mobile", "number": "123 456-7890" } ], "children": [], "spouse": null }

5 创建测试表并插入JSON字符串

SQL>create table json_test ( jsondata varchar(2000)); SQL>insert into json_test values('{"firstName":"John","lastName":"Smith","isAlive":true,"age":25,"address":{"streetAddress":"212ndStreet","city":"NewYork","state":"NY","postalCode":"10021-3100"},"phoneNumbers":[{"type":"home","number":"212555-1234"},{"type":"office","number":"646555-4567"},{"type":"mobile","number":"123456-7890"}],"children":[],"spouse":null}');

6 查询解析后的JSON字符串

SQL>select * from udf(trafodion.seabase.unjson_obj(table(select jsondata from trafodion.seabase.json_test),'firstName','lastName')); FIRSTNAME LASTNAME ---------------------------------------------------------------------------------------------------- ---------------------------------------------------------------------------------------------------- John Smith --- 1 row(s) selected.