Broadcom

CA-7 Workload Automation → Apache Airflow

Migrate Broadcom CA-7 job streams, triggers, and schedules to Apache Airflow DAGs.

CA-7 (now Broadcom Workload Automation CA-7) is a mainframe-heritage scheduler with a strong JCL and batch lineage. Its job networks, triggers, and requirement lists define workload dependencies that span decades of enterprise batch history. BatchFoundry translates CA-7 job networks and schedule definitions into Airflow DAGs, handling the nuances of mainframe-era scheduling patterns.

Concept Mapping

JobTask / Operator
Job Network (JNTWK)DAG
Requirement (RQ)Upstream task dependency
Trigger (TRGJOB)ExternalTaskSensor / TriggerDagRunOperator
Schedule (SCHD)schedule_interval / timetable
Due-out timeexecution_timeout / SLA
CPU ID / stationAirflow worker queue
ARF (alert)on_failure_callback / SLA miss callback
User variable (USERJOB)Airflow Variable / Param
PROSE documentationDAG / task doc_md

The Hard Parts We Handle

  • Extracting job network definitions from CA-7 database
  • Mapping CA-7 requirement lists to Airflow dependencies
  • Trigger job chains → ExternalTaskSensor
  • CA-7 calendar and workday schedule translation
  • Mainframe JCL steps embedded in CA-7 jobs
  • Due-out SLA mapping to Airflow SLA misses

CA-7 job network to DAG

Before

/* CA-7 Job Network (simplified) */
JOB
NAME=EXTRACT
SCHD=DAILY-WD
JCLLIB=PROD.JCL(EXTRACTP)

JOB
NAME=LOAD
SCHD=DAILY-WD
JCLLIB=PROD.JCL(LOADP)
RQ=EXTRACT,RC=0

After (Airflow)

# Apache Airflow DAG
from airflow.decorators import dag
from airflow.operators.bash import BashOperator
from pendulum import datetime

@dag(schedule="0 1 * * 1-5", start_date=datetime(2025,1,1), catchup=False)
def daily_etl():
    extract = BashOperator(task_id="extract", bash_command="/opt/replatformed/extractp.sh")
    load = BashOperator(task_id="load", bash_command="/opt/replatformed/loadp.sh")
    extract >> load

daily_etl()

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