DZone
Thanks for visiting DZone today,
Edit Profile
  • Manage Email Subscriptions
  • How to Post to DZone
  • Article Submission Guidelines
Sign Out View Profile
  • Post an Article
  • Manage My Drafts
Newsletter
Log In / Join
Refcards Trend Reports
Events Video Library
Refcards
Trend Reports

Events

View Events Video Library

Related

  • How Go Maps Work: From Buckets to Swiss Tables
  • RAG, Vector Databases, and MCP: Wiring Them Together for Production
  • Common Pitfalls in RAG Applications: What to Avoid When Using Vector Search and Embeddings
  • Freshness Is the Missing SLO in Production Vector Search

Trending

  • The Request Timed Out, But the Payment Succeeded: Building Retry-Safe Mobile APIs
  • One Agent, Two Runtimes: Defining State Ownership Between Temporal and LangGraph
  • Detection and Response Did Its Job. Now Someone Has to Actually Fix It.
  • The Warning That Never Stops the Agent
  1. DZone
  2. Data Engineering
  3. Data
  4. Identifying Duplicate Values in an Array using Mule 4 DataWeave 2.0

Identifying Duplicate Values in an Array using Mule 4 DataWeave 2.0

This brief tutorial shows how to create a function with DataWeave that helps identify duplication in an array.

By 
Sravan Lingam user avatar
Sravan Lingam
·
Aug. 17, 20 · Tutorial
Likes (5)
Comment
Save
Tweet
Share
23.6K Views

Join the DZone community and get the full member experience.

Join For Free

Hi Guys,

We might have seen how to remove duplicates using the distinctBy function of DW 2.0.

But what if we have a scenario where we need to know what are the values that are repeated more than once?

In that case, I have written a small function to identify the duplicate values that are present in an array.

Just to explain about the function I have written below:

  • distinctVal is a variable which returns distinct Values by removing duplicates
  • duplicates is a variable which iterates distinctVal data which we got in the above step over original data and checks if the value is repeated more than once.

Let's consider an array which has values  [  "a" , "b" ,"a" ,"c" ,"d", "e" ,"c" ,"f" ]

In the above array, we see that values "a" and "c" are repeated more than once and we have to find that using DataWeave code. Let's do it!

DataWeave code:

JSON
 




xxxxxxxxxx
1
25


 
1
%dw 2.0
2

          
3
output application/json  
4

          
5
var record =     [    "a" , "b" ,"a" ,"c" ,"d", "e" ,"c" ,"f" ]
6

          
7
 var distinctVal = record distinctBy $
8

          
9
 var duplicates = (distinctVal map(key,value) -> {
10

          
11
    count : if(sizeOf((record map $ == key) filter $ ) > 1) key else null
12

          
13
}) filter $.count !=null 
14

          
15
---
16

          
17
{
18

          
19
    distincValues : distinctVal,
20

          
21
    
22

          
23
    duplicatesAre : duplicates.count
24

          
25
}


Output :

Java
 




x
27


 
1
{
2

          
3
  "distincValues": [
4

          
5
    "a",
6

          
7
    "b",
8

          
9
    "c",
10

          
11
    "d",
12

          
13
    "e",
14

          
15
    "f"
16

          
17
  ],
18

          
19
  "duplicatesAre": [
20

          
21
    "a",
22

          
23
    "c"
24

          
25
  ]
26

          
27
}


So here :

"distinctValues" are the final array of values by removing the values which are repeated

"duplicatesAre" will display the values that are repeated more than once.

In this way, you can find the duplicate values in an array using DataWeave 2.0


Happy Learning!

Data structure

Opinions expressed by DZone contributors are their own.

Related

  • How Go Maps Work: From Buckets to Swiss Tables
  • RAG, Vector Databases, and MCP: Wiring Them Together for Production
  • Common Pitfalls in RAG Applications: What to Avoid When Using Vector Search and Embeddings
  • Freshness Is the Missing SLO in Production Vector Search

Partner Resources

×

Comments

The likes didn't load as expected. Please refresh the page and try again.

  • RSS
  • X
  • Facebook

ABOUT US

  • About DZone
  • Support and feedback
  • Community research

ADVERTISE

  • Advertise with DZone

CONTRIBUTE ON DZONE

  • Article Submission Guidelines
  • Become a Contributor
  • Core Program
  • Visit the Writers' Zone

LEGAL

  • Terms of Service
  • Privacy Policy

CONTACT US

  • 3343 Perimeter Hill Drive
  • Suite 215
  • Nashville, TN 37211
  • [email protected]

Let's be friends:

  • RSS
  • X
  • Facebook