Excel Cleansing Upon File Upload

 

EXCEL Default Cleansing

When a file is uploaded, it is automatically cleansed to make it compatible for DvSum use. DvSum always reads the first row as "header" and rest of the rows as "data".

The default cleansing includes removing blank rows, replacing white spaces within a column name with underscore e.g. First Column will be changed to First_Column. Special characters from column name are removed. Also, the duplicate columns are dropped.

In some cases, the default cleansing is not enough. Sometimes a user needs to tell DvSum to skip rows which do not contain actual data. Or specify the format for number columns where the data automatically truncates the values up to required decimal precision. For that purpose, a properties file associated with every uploaded file is available for user to edit.

EXCEL Pre-process properties

When an excel file is uploaded to folder, properties file is created with the same name as the uploaded file name. A user can manually set the pre-process options to change file formatting. So whenever the same file is uploaded again to the folder, DvSum will automatically apply the pre-process options and cleanse the file accordingly.

For example, below is the un-processed file.

1. There is some extra information in row 1, 3 and 4 which cannot be read by DvSum. User manually needs to inform DvSum to skip these. 

2. Any spaces in between column names will be replaced by underscore and special characters will be removed automatically.

3. Any blanks rows within the data will be removed automatically.

4. For number fields, User can inform DvSum to cleanse the values up to a specific decimal precision.

 

Once this file is uploaded to folder, basic cleansing (as mentioned before) will be applied by DvSum and pre-process properties for upload file will be created.

 

Open the pre-process properties file with the name as the original file (AES2test)

 

Now the file is cleansed and ready to use in DvSum. If you configure this excel source from Manage Sources page, it will show you the cleansed file.

 

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