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DurableTask Alternatives
Similar projects and alternatives to DurableTask
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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windmill
Open-source developer platform to turn scripts into workflows and UIs. Fastest workflow engine (5x vs Airflow). Open-source alternative to Airplane and Retool.
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flyte
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
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Kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
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SaaSHub
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Cronos
A fully-featured .NET library for working with Cron expressions. Built with time zones in mind and intuitively handles daylight saving time transitions
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SaaSHub
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DurableTask reviews and mentions
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Show HN: Windmill – fastest open-source workflow engine – the how
Might want to checkout DurableTasks[1] for that
[1] https://github.com/Azure/durabletask
- Temporal .NET – Deterministic Workflow Authoring in .NET
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.NET Modern Task Scheduler
Azure Durable Tasks are great for this. It’s open source too: https://github.com/Azure/durabletask
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Dabbling with Dagster vs. Airflow
AWS Simple Workflows or Azure Logic Apps are both services that let you define S2S workflows however you like without any particular bias to CI/CD or business operations.
If you want to go even lower level, a framework like DTFx lets you define long-running, distributed and resilient orchestrations in code:
https://github.com/Azure/durabletask
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Resetting your Durable Functions Task Hub state
The fast and less official way to clean up state is to use the underlying Durable Task Framework storage APIs directly. Durable Functions has an internal dependency on the Durable Task Framework, so no new packages need to be added to your app to access them. Here's an example function that demonstrates how to clean up Azure Storage state quickly (disclaimer: use any of my code samples at your own risk).
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How to use Netherite Storage Provider in Durable Functions
Netherite is a distributed workflow execution engine for Durable Functions (DF) and the Durable Task Framework (DTFx).
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What was your stupidest mistake? (As a C# dev)
To give context - this table would track long running operations that were initiated and being executed by our worker machines (we use this c sharp framework).
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Azure Durable Functions - Developing Serverless Stateful Workflow
Behind the scenes, the Durable Functions extension is built on top of the Durable Task Framework, an open-source library on GitHub that's used to build workflows in code. Like Azure Functions is the serverless evolution of Azure WebJobs, Durable Functions is the serverless evolution of the Durable Task Framework. Microsoft and other organizations use the Durable Task Framework extensively to automate mission-critical processes. It's a natural fit for the serverless Azure Functions environment.
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A 10+ year Journey
I could clearly see that the developers building applications on Microsoft Azure were facing eerily similar challenges to what I had seen back at AWS. The same challenges we had tried to address with SWF. So I used one of the internal team hackathons as an opportunity to pair up with Affan Dar and take another stab at solving the problem. Affan had a very deep understanding of Azure ServiceBus so he was the perfect person to build the backend for the stateful C# experience I had in mind. Microsoft had recently added async/await capabilities into C# and it turned out to be an amazing fit for writing stateful applications which need to orchestrate calls among microservices. Since Java lacked an async/await like primitive, we had to rely on Promise-based async approach when building SWF. But with C#, we were able to deliver a much cleaner and synchronous programming model using async/await. This hackathon project resulted in Azure Durable Task Framework as an OSS client SDK which uses Azure ServiceBus as the backend to provide a stateful workflow-as-code experience for applications. I'm so glad to see Microsoft has continued investing in the experience with Azure Durable Functions as the latest reincarnation of the original effort. An effort which started with that hackathon project.
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A note from our sponsor - SaaSHub
www.saashub.com | 7 May 2024
Stats
Azure/durabletask is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of DurableTask is C#.
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