One morning at 8 am, I woke as much as the Cupboard Minister of India calling me. He mentioned, “Prukalpa, the quantity on this dashboard doesn’t appear proper.”
Frantic, I opened up my laptop computer and loaded the dashboard to understand the quantity was clearly off. And but, at that second, there was nothing I may do to clarify it. I may really feel myself shedding the credibility and hard-earned belief that had taken months to construct.
I referred to as my Undertaking Supervisor, who was implausible at stakeholder administration however couldn’t perceive the nitty-gritties of information. She referred to as our Knowledge Analyst, who appeared on the dashboard and mentioned, “Looks like one thing broke down within the pipeline”. Our Analyst then referred to as our solely Knowledge Engineer, who pulled out logs from Apache Airflow. However he couldn’t troubleshoot it as a result of he didn’t know what the variables meant and didn’t have the info context.
It took us 8 hours and 4 individuals to determine what went improper. We misplaced time that day.
However extra importantly, we misplaced belief. Belief with our buyer. Belief in our crew.
Belief is commonly not about issues breaking. In years of working with information, I’ve realized that information will at all times be chaos. However when issues break and you discover out too late, or you’ll be able to’t clarify why one thing broke, that’s what breaks belief.
Think about if, at that second when the cupboard minister referred to as me, I may rapidly open a dashboard and say, “Sure, looks as if the pipeline didn’t run on time in the present day. We’ve acquired an alert and it has already been escalated to information engineering.” And even higher, think about if the dashboard had an alert on it, signaling to the minister that one thing was improper and he shouldn’t use it.
As we speak we’re excited to announce that Atlan natively integrates with Apache Airflow. For information groups all over the place, this implies extra transparency and belief, and fewer time spent debugging pipelines after a damaged dashboard or mismatched metrics.
Atlan + Airflow: Constructing an ecosystem of belief and transparency
With this integration, information groups can construct higher information engineering experiences centered round constructing data and belief of their information.
First, Atlan’s integration with Airflow brings much-needed pipeline context to information belongings.
Now you’ll be able to share any sort of metadata from Airflow pipelines to Atlan information asset profiles, the place information analysts, scientists, and enterprise customers have entry to it. This opens up pipeline context and makes it absolutely clear in order that information groups and customers can at all times know the standing of the info pipeline related to every information asset.
Listed here are some nice context fields that we’ve seen individuals carry from Airflow to Atlan:
- Freshness: When was my desk final up to date?
- Run schedule: Did the pipeline run as anticipated?
- Pipeline standing: Was the final pipeline run profitable?
Atlan already connects to information warehouses (e.g. Snowflake, Redshift) and BI instruments (e.g. Tableau and Looker). Bringing Airflow into this ecosystem additionally signifies that information groups can now map relationships throughout all of their information. Whether or not you’re loading in new information, revising a pipeline, or organising a dashboard, now you can assemble and visualize information lineage from finish to finish.
Much less time debugging, extra time constructing
Getting an pressing name about damaged information is likely one of the worst experiences for a knowledge crew. As an alternative of calling everybody who has ever touched the info, now you can diagnose the issue in seconds.
All it takes is opening a knowledge asset profile and checking the pipeline standing and metrics. No extra hours of scrambling or damaged belief, Atlan and Airflow’s integration permits you to see all your information and its context in a single place.
Able to get began with this integration? Take a look at a demo of Atlan.
Listed here are two assets that will help you get began with bringing Airflow and Atlan collectively: