使用Scriptella转换ETL的一部分?

时间:2015-03-01 01:40:02

标签: scriptella

我正在尝试Scriptella,看看它是否能满足我的需求。到目前为止,它似乎是一个很好的工具。我花了几个小时研究示例脚本,搜索论坛,并尝试了解嵌套查询/脚本。

这是我的ETL文件的一个示例,为了简洁起见,稍作清理。以#开头的行被添加,而不是实际ETL文件的一部分。我试图插入/检索ID,然后将它们传递给以后的脚本块。最有希望的方法似乎是使用全局变量,但是在尝试检索值时我得到了null。稍后,我将在脚本块中添加代码,在将字段添加到数据库之前解析并显着转换字段。

没有错误。我只是没有得到我期望的操作系统ID和类别ID。提前谢谢。

<!DOCTYPE etl SYSTEM "http://scriptella.javaforge.com/dtd/etl.dtd">
<etl>
    <connection id="in" driver="csv" url="mycsvfile.csv"/>
    <connection id="dest" url="jdbc:mysql://localhost:3306/pvm3" user="user" password="password"/>
    <connection id="js" driver="script"/>

    <query connection-id="in">
        <!-- all columns are selected, notably: OPERATINGSYSTEM, CATEGORY, QID, TITLE -->

        <query connection-id="dest">
            #Check to see if the OS already exists, and get the ID if it does
            select max(os_id) as os_id, count(*) as os_cnt from etl_os where os = ?OPERATINGSYSTEM;

            #If it doesnt exist then add it and get the auto_increment value
            <script if="os_cnt==0">
                insert into etl_os(os) values(?OPERATINGSYSTEM);

                <query connection-id="dest">
                    select last_insert_id() as os_id;

                    #Store in global so it can be accessed in later script blocks
                    <script connection-id="js">
                        etl.globals.put('os_id', os_id);
                    </script>
                </query>
            </script>

            #Same style select/insert as above for category_id (excluded for brevity)

            #See if KB record exists by qid, if not then add it with the OS ID and category ID we got earlier
            <query connection-id="dest">
                select max(qid) as existing_qid, count(*) as kb_cnt from etl_qids where qid = ?QID

                <script if="kb_cnt==0">
                    insert into etl_qids(qid, category_id, os_id) values (?QID, ?{etl.globals.get('category_id')}, ?{etl.globals.get('os_id')});
                </script>
            </query>

        </query>

    </query>
</etl>

1 个答案:

答案 0 :(得分:1)

了解如何做到这一点。本质上,只是嵌套查询以在将数据传递给脚本之前修改数据。以下是该解决方案的快速类型。我一开始并不明白,在传递行进行处理之前,可以立即嵌套查询以转换行。我的印象是,只有脚本可以操纵数据。

(查询)原始数据 - &gt; (查询)操纵数据 - &gt; (脚本)写新数据。

.. in is a CSV file ..
.. js is a driver="script" block ..

<query connection-id="in">
    <query connection-id="js">
        //transform data as needed here
        if (BASE_TYPE == '-') BASE_TYPE = '0';
        if (SECONDARY_TYPE == '-') SECONDARY_TYPE = '0';
        SIZES = SIZES.toLowerCase();

        query.next(); //call nested scripts

        <script connection-id="db">
            INSERT IGNORE INTO sizes(size) VALUES (?SIZE);
            INSERT IGNORE INTO test(base_type,secondary_type) VALUES (?BASE_TYPE, ?SECONDARY_TYPE);
        </script>

    </query>
</query>