S No |
Transformation |
Description |
1 |
Aggregate |
Summing / Averaging a total of the products purchased by a customer online to produce the final amount. |
2 |
Audit |
When you want to load audit information like (Created Date, UserName , server Name..etc) to your Destination table. |
3 |
Character Map |
String Manipulation, like Lowercase, Uppercase etc.. |
4 |
Conditional Split |
When you want to split your data to many destinations based on conditions. |
5 |
Copy Column |
To have same column data with alias name |
6 |
Data Conversion |
To convert the data type, (Unicode String àString…) |
7 |
Data Mining Query |
Evaluating the input data against the analysis model to get a proper set. |
8 |
Derived Column |
Adding a title of courtesy (Mr., Mrs., Dr, etc) before the name and removing the trailing and ending spaces. |
9 |
Export Column |
When we get the normal files/pdf files/image files from different systems and save it under a particular folder and map it to the table master |
10 |
Fuzzy Grouping |
Matching the name of a customer with master and child table and use it to group and get the desired set |
11 |
Fuzzy Lookup |
Matching the name of a customer with master and child table and use it to group and get the desired set |
12 |
Import Column |
When we get the normal files/pdf files/image files from different systems and save it under a particular folder and map it to the table master |
13 |
Lookup |
Employee table information saved in a master file and the region wise data available across the table which can be mapped and joined to perform a joined querying operation |
14 |
Merge |
Combine data from multiple data source like master and child employee table and get result in single dataset. |
15 |
Merge Join |
Combine data from multiple data source like master and child employee table and get result in single dataset. Can use any type of join like inner, outer, left , right etc |
16 |
Multicast |
Similar to the conditional split but this splits across all the parts |
17 |
OLE DB Command |
Used when we need to do updates to all the rows of a table like update If a message sent to the entire customer who have made a payment today. |
18 |
Percentage Sampling |
Similar to “SELECT TOP 10 PERCENT” in TSQL |
19 |
Pivot |
To Convert Rows to Column and Column to Rows |
20 |
Row Count |
Gives the Count of Rows |
21 |
Row Sampling |
Similar to “SELECT TOP 10 ” in TSQL |
22 |
Script Component |
Used for places where we need to use .net framework specific assemblies. |
23 |
Slowly Changing Dimension |
When we need to use some historic dimensions of data |
24 |
Sort |
To make some sorting to get the desired result. Sorting like customer who made the highest payment in a particular day. |
25 |
Term Extraction |
Used to get a data from a large set of data and get the extracted output in a formatted set. |
26 |
Term Lookup |
Used to get a data from a large set of data and get the extracted output in a formatted set. |
27 |
Union All |
Used to get data from different data sources and get in a single dimensional format. |
28 |
Unpivot |
Reverse of PIVOT Operation |