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Experiencing Prefect as Orchestration tool
What do you like best about the product?
Prefect is one of the low costing and best orchestration tool in market. We can integrate lots of platforms with prefect. Databricks and snowflake jobs can be ran through prefect.
What do you dislike about the product?
Need Python knowledge to work on prefect and need to have some more features where Airflow is ahead
What problems is the product solving and how is that benefiting you?
As an ETL developer Prefect helps me in running my databricks and snowflake jobs through prefect making it easier to monitor .
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Prefect as Orchestration tool
What do you like best about the product?
Prefect is one of the best orchasteration tool. Using source git repo we can customize integration our own way. Easy to use even for beginners using local setup. Knowledge on python is sufficient.
What do you dislike about the product?
Other major competitor to prefect has pre built hooks and connectors where prefect is behind cause we shoud develop the connectors
What problems is the product solving and how is that benefiting you?
All our python scripts or databricks notebooks are ran through prefect
Head of Data Department
What do you like best about the product?
Easy to understand framework and concepts for new DataOps position, comparing to Airflow
Supportive and helpful through Slack channel, typically get response within a hour
Supportive and helpful through Slack channel, typically get response within a hour
What do you dislike about the product?
Nothing so far, we are happy with Prefect Free Versions
What problems is the product solving and how is that benefiting you?
- Managing all data pipeline at one platform. We can trigger, re-run any pipeline as we need
- Workflow Automation, we can build small pipeline then automate them run chronologically
- Easy to check and access, can do both in laptop or event mobile webpage
- Workflow Automation, we can build small pipeline then automate them run chronologically
- Easy to check and access, can do both in laptop or event mobile webpage
Made data orchestration as intuitive as it comes
What do you like best about the product?
Monitoring the jobs status via the web UI + all pythob makes the API super modular
What do you dislike about the product?
Still hasnt found something to dislike:)
What problems is the product solving and how is that benefiting you?
Establishing a lineage-dependent data flow - run a job with respect to its upstream assets' status
Moving from Airlow to Prefect
What do you like best about the product?
I liked the dashboard view of all the flows and tasks . Being a non data engineering developer, its quite easy for me to navigate and monitor the flows. Even when a run fails, a unique name is generated so i can exactly search for that
What do you dislike about the product?
Just started learning and using, so far none
What problems is the product solving and how is that benefiting you?
Data engineering jobs , also cost effective
Prefect is the perfect combination of powerful and easy
What do you like best about the product?
The UI is the best part. All of our production processes, prefect or not, send error messages to slack. Our team members rotate being on call, so if an error message persists in slack, whoever is on call has to investigate. With most of our processes, the on call person has to get out their laptop, track down logs, etc. If they are in the middle of something, such as dinner, friends, etc, they have to go back to their laptop to handle things. With prefect, I am easily able to go on my phone when a prefect error comes in, log into prefect, and take care of everything I need to right there. An ios app for prefect would make this even better than it already is.
What do you dislike about the product?
Documentation is terrible. Not enough examples, especially with the more complicated things like work pools and blocks. Any examples that are there are way to simple to actually help you implement it on something real. The great design of the UI give you better clues as to how things work than the documentation does.
What problems is the product solving and how is that benefiting you?
At first we just got prefect because we were running simple jobs on linux machines with cron. Our team thought this wasn't best practice. We were basically using it as a glorified linux box. However, we recently have figured out that the orchestration capabilities of prefect would be great for managing database actions. Databases don't have great scheduling/operation management, so prefect would be perfect for this. This give us more confidence that the state of the database is as expected, and if it isn't, we get immediate and clear info on why it isn't
Easy to deploy a dynamic orchestration
What do you like best about the product?
Easy to deploy in multiple environments(ecs, kubernetes etc).
Easy to test locally(not really possible airflow)
Developer community is pretty strong
Easy to test locally(not really possible airflow)
Developer community is pretty strong
What do you dislike about the product?
Adoption across the industry isnt too strong. Airflow is still pretty dominant
What problems is the product solving and how is that benefiting you?
Orchestration of workflows
A little bit exceptic at the begining starting to see it's good side of it
What do you like best about the product?
I like how many things already come from the beginning blocks, webhooks, etc
What do you dislike about the product?
i would like an easier way to manage deployment images
What problems is the product solving and how is that benefiting you?
event-driven data pipelines orchestration
It‘s fun to create workflows with Prefect, there are really no bad surprises
What do you like best about the product?
The way to develop workflows is in comparison to other framework very easy and sexy.
What do you dislike about the product?
Sometimes the documentation is very detailed and good but the structure complicates the reading flow and slows down the learning curve.
What problems is the product solving and how is that benefiting you?
Getting things done in an easy way!
Prefect Offered us a robust Orchestration Layer
What do you like best about the product?
Accelerated our product release with robust Orchrestration capabilities and ability to generate top notch KPIs. Great for our managed service platform.
What do you dislike about the product?
The Downside is when customers want the same functionality and insist upon using other tools for Orchrestration. Doable, but not as efficient nor robust.
What problems is the product solving and how is that benefiting you?
We've integrated Prefect to create automated data pipelines with full audit trail, self service and KPIs. It's seamless with our MDM product exf Insights and we've used it to create automated workflows with our own added exception handling and repair capability at the field attribute level. The result is a professional looking product that can be incorporated into our CI/CD pipelines.
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