Tuesday, 2 September 2014

Implement Insert (for new) and update (for existing) strategy in talend (tmap update/insert/reject)


Implement Insert (for new) and update (for existing) strategy in talend

Most of times in dwh/etl/data integration loads we have incoming source data feeds and we have to merge (update/insert) this with existing data in target table.
There are multiple ways to do this, i will explain one of the method i have used.

You have a source table - say srcemployee
you want to merge this data after doing lookup with target - tgtemployee
keys for lookup is say empid

all we need is source input, target input(lookup) tmap and toutput
in tmap we would join source input with target input on key column and select join options as all matches inner join. In tmap output we will have two groups once for handling matching records and other for handling rejects (records which were not satisfying the join condition) these are insert.

overall job (tmysqloutput_1 insert, tmysqloutput_2 is for update)



schema of input srcemployee

schema of input srcemployee


tmap join condition
tmap join condition

mention key for update in schema for tmysqloutput_2
mention key for update in schema for tmysqloutput_2

34 comments:

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    Replies
    1. In data integration scenarios, it's often necessary to determine whether a record should be inserted or updated in the target system based on certain criteria. This is commonly referred to as an upsert operation.

      Talend Components for Upsert
      Talend offers several components to achieve this:

      tMap: This component is crucial for data transformation and routing.
      tDBInput: Reads data from a database.

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      tDBOutput: Writes data to a database.
      tLookup: Used to check for existing records in the target database.
      tHash: Used for efficient lookup performance, especially with large datasets.

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  4. can you please explain step by step for new insert

    ReplyDelete
  5. i have tried like shown in the snapshot,i couldnt get the excepted results in it.please explain how to insert newly coming records from oracle table to oracle table

    ReplyDelete
    Replies
    1. you have to use inner join between incoming data and your existing data and then you need two output groups in tMap. one will catch the rejects of inner join. The rejects of inner joins will be the records which are to be inserted. you have to select correct options in the tmap output groups..you can share your job design to help you more.

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  6. Thanks for your reply Arpit.I will explain you My scenario if possible help me out.
    My source and target both are oracle but different schema say for an example source table name is cyper.employees(cyper is schema) and target table is APPS.employee_target(APPS is schema).

    In daily/weekly basis I have to load data from source table to target table in which newly arrived records should insert into target table and if there is any updation in old record it should get updated into target table.

    I refered this link : http://www.deepinopensource.com/scd-2-implementations-in-talend/

    It's not comprehensive.

    hope you got my scenario.

    Thanks in advance.

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