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Apache Airflow is a platform to programmatically author, schedule, and monitor workflows. Airflow uses Directed Acyclic Graph (DAG) to create workflows or tasks. For more information, see the Apache Airflow Documentation page.
This article shows you how to leverage Apache Airflow to orchestrate, schedule, and execute Talend Data Integration (DI) Jobs.
Create two folders named jobs and scripts under the AIRFLOW_HOME folder.
Extract the setup_files.zip, then copy the shell scripts (download_job.sh and delete_job.sh) to the scripts folder.
Copy the talend_job_dag_template.py file from the setup_files.zip to your local machine and update the following:
Also, update the default_args dictionary based on your requirements.
For more information, see the Apache Airflow documentation: Default Arguments.
The DAG template provided is programmed to trigger the task externally. If you plan to schedule the task, update the schedule_interval parameter under the DAG for airflow task with values based on your scheduling requirements.
For more information on values, see the Apache Airflow documentation: DAG Runs.
After the Airflow scheduler picks up the DAG file, a compiled file with the same name and with a .pyc extension is created.
Refresh the Airflow UI screen to see the DAG.
Note: If the DAG is not visible on the User Interface under the DAGs tab, restart the Airflow webserver and the Airflow scheduler.
In this article, you learned how to author, schedule, and monitor workflows from the Airflow UI, and how to download and trigger Talend Jobs for execution.
Conversion of Oracle SCD to Oracle ELT SCD isn't working. The tables previously loaded using the tOracleSCD component are not updating when using the tOracleSCDELT component.
Before using the tOracleSCDELT component on a table using a tOracleSCD component, modify the END_DATE column using the TRUNC function.
Update the END_DATE column in the table being implemented for SCD in the database, where Table_name is the target table that needs to be updated, as shown in the following SQL query:
UPDATE table_name set END_DATE=trunc(END_DATE)
This allows the updates to occur as expected.
This issue is due to the change in the default date formats. The change is not picked up by tOracleELTSCD component, and the table update doesn’t occur.
Format of Oracle SCD: DD-MM-YYYY 12:00:00
Format of Oracle ELT SCD: DD-MM-YYYY 00:00:00