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 |
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ReplyDeleteIn 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.
DeleteTalend 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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Talend training enables you to use Talend open studio for data integration for real work as quickly as possible. It explains Talend open studio and its usefulness, it explains Meta data, and it will give you a fare idea about Schema and Aggregation. You will be able to know how to start Trish server, how ETL tool connect to Hadoop. More at Talend Online Training
ReplyDeletecan you please explain step by step for new insert
ReplyDeletei 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
ReplyDeleteyou 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.
DeleteThanks for your reply Arpit.I will explain you My scenario if possible help me out.
ReplyDeleteMy 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.
This comment has been removed by the author.
ReplyDeleteThis is very nice to beginners to understand how to update,insert in talend
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