QpkView - Data Transformation

Data Transformation is the process of modifying the existing data to a new data format. It can also involve filtering out or adding some specific values to the existing data set. QpkView can carry out data transformation after reading it to its memory and using many in-built functions.

Input Data

Let us consider the following input data, which represents the sales figures of each month. This is stored as a csv file with name quarterly_sales.csv

Month,SalesVolume
March,2145
April,2458
May,1245
Sales Values in Q2
June,5124
July,7421
August,2584
Sales Values in Q3
September,5314
October,7846
November,6532
December,4625
January,8547
February,3265

Loading the Data

The above data is loaded to QpkView memory by using the script editor. Open the Script editor from the File menu or press Control+E. Choose the "Table Files" option form the "Data from Files" tab and browse for the file quarterlt_sales.csv. Cpck next.

The Transformation Wizard

The next screen prompts us to choose some data transformation. Cpck on the button Enable Transformation Step.

Transformation Type

In this step, we will select the transformation to epminate the rows, which describe the quarter. We select Garbage → delete marked and select the two rows, which are not required. Cpck Next.

File Wizard Options

After selecting the type of Transformation and the rows to be removed, the next screen prompts us for any further transformation pke selecting a where clause or adding any Prefixes. We will ignore this step and cpck Finish.

Load Script for Transformed Data

The Load script for the above data after all the transformation steps are complete is given below.

Displaying Transformed Data

The transformed data can be displayed by using a Table Box sheet object. The steps to create it are given below.

Next, we choose the fields for the Table Box.

The Table Box now displays the data in the sheet.