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A use case to read and analyze Excel data in Java

Generally, Java programmers use poi or other open source packages to read and compute Excel data. These open source packages support low-level programming, which increases the overall learning cost and complicates the operation. But with the help of esProc, Java can avoid these problems.

An example will make the point clearly understood. Read the information of sales orders from the Excel file orders.xls and select sales orders that placed on and after January 1st, 2010 and in which SELLERID is equal to 18. The content of orders.xls is shown as follows:

Implementation approach: Call esProc script using Java program, read and compute the data in the Excel file, and then return the result in the form of ResultSet to Java program. Since esProc supports analyzing and evaluating expressions dynamically, it will enable Java to process data as flexibly as SQL does.

First, programmers can take the criteria “sales orders that placed on and after January 1st, 2010 and in which SELLERID is equal to 18” as the parameter where and pass it to esProc program. This is shown as follows:

where is a string, its value is ORDERDATE>=date(2010,1,1) && SELLERID==18。       

The code for esProc program is:

A1:Define a file object and import the Excel data into it. esProc’s IDE can display the imported data visually, as shown in the right part of the above figure. Importxls function can access xlsx files too and can automatically identify the version of Excel according to the filename extension.

A2:Perform the filtering according to the criteria, using macro to realize parsing the expression dynamically. The “where” in this process is an input parameter. In executing, esProc will first compute the expression surrounded by ${…}, take the computed result as macro string value, replace ${…} with it and then interpret and execute the code. The final code to be executed in this example>=date(2010,1,1) && SELLERID==18).

A3:Return the eligible result set to Java. If the result needs to be written to another Excel file, just modify the code in cell A3 to =file("D:/file/orders_result.xls")[email protected](A2). If the criteria are changed, you just need to modify “where”– the parameter. For example, it is required to select sales orders that placed on and after January 1st, 2010 and in which SELLERID is equal to 18, or Client is equal to PWQ. The value of “where” can be written as CLIENT=="PWQ"||ORDERDATE>=date(2010,1,1) && SELLERID==18. After the code is executed, the result set in A2 is as follows: 

Call this piece of code in Java with esProc JDBC and get the result. Detailed code is as follows (save the above program in esProc as test.dfx):

          // connect esProc with jdbc


con= DriverManager.getConnection("jdbc:esproc:local://");

// call the program in esProc (the stored procedure); test is the name of file dfx

com.esproc.jdbc.InternalCStatementst =(com.esproc.jdbc.InternalCStatement)con.prepareCall("call test(?)");

    // set parameters

st.setObject(1,"ORDERDATE>=date(2010,1,1) && SELLERID==18 || CLIENT==\"PWQ\"");    // execute the esProc stored procedure

ResultSet set =st.executeQuery();

If the script is simple, the code can be written directly into the program in Java that calls the esProc JDBC. It won’t be necessary to write a special script file (test.dfx):

esultSet set = st.executeQuery(

"=file(\"D:/file/orders.xls\")[email protected]().select(ORDERDATE>=date(2010,1,1) && SELLERID==18 || CLIENT==\"PWQ\")");

This piece of code in Java calls a line of code in esProc script directly, that is, get the data from the Excel file and filter it according to the criteria. 

Views: 2933

Tags: Excel, Java, access, analytics, analyze, data, file, programming, read, text


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