Apache Airflow vs. Scratchpad

For a quick job scanning of status and deep-diving into job issues, details, and flows, AirFlow does a good job. No fuss, no muss. The low learning curve as the UI is very straightforward, and navigating it will be familiar after spending some time using it. Our requirements are pretty simple. Job scheduler, workflows, and monitoring. The jobs we run are >100, but still is a lot to review and troubleshoot when jobs don't run. So when managing large jobs, AirFlow dated UI can be a bit of a drawback.

Incentivized

Frankly, if I can do something in Scratchpad instead of Salesforce, I prefer Scratchpad because it's faster, easier, simpler, with a much more readable and useable interface. Salesforce has been getting requests to allow font size modification for over a decade and hasn't even done that. That's what sent me looking for something like Scratchpad. I sort of view it as a much more user-friendly UI to layover SF. It's faster and less frustrating than SF for frequent daily activities. It's great for creating notes and tracking tasks at a basic level in a much more user friendly environment than Salesforce. But it interacts w/ SF, which is great!

Incentivized

• In charge of the ETL processes.
• As there is no incoming or outgoing data, we may handle the scheduling of tasks as code and avoid the requirement for monitoring.

Incentivized

• Scratchpad notes are super easy to use and link to Salesforce Opportunities.
• Allows you to update all the necessary Salesforce opportunity fields without going into Salesforce.
• Easy to use Task manager that helps you stay on track through the day.
• Extremely easy to use and their CS team is always willing to provide training and help.

Incentivized

• they should bring in some time based scheduling too not only event based
• they do not store the metadata due to which we are not able to analyze the workflows
• they only support python as of now for scripted pipeline writing

Incentivized

• When pulling in Salesforce reports, it doesn't have full ability to do grouping/sorting.
• When looking at pipeline view there's not an ability to expand the default view to see more than 5 people per group.
• It'd be nice if comments would go as a task rather than a buzz.

Incentivized

There are a number of reasons to choose Apache Airflow over other similar platforms- Integrations—ready-to-use operators allow you to integrate Airflow with cloud platforms (Google, AWS, Azure, etc) Apache Airflow helps with backups and other DevOps tasks, such as submitting a Spark job and storing the resulting data on a Hadoop cluster It has machine learning model training, such as triggering a Sage maker job.

Incentivized

It doesn't. Scratchpad is more agile and much easier to use as a seller managing a large patch with lots of opportunities. SAP is robust but is far more complicated and involves a lot more inputs to get the same outputs that you can get with Scratchpad in half the time and effort.

Incentivized

• A lot of helpful features out-of-the-box, such as the DAG visualizations and task trees
• Allowed us to implement complex data pipelines easily and at a relatively low cost

Incentivized

• I save many hours a week using Scratchpad to simply manage my tasks.
• I no longer waste time waiting for SFDC to load.
• I can easily create opps, adjust the pipeline, and check to see if someone is already prospecting into an account.

Incentivized