interactive
OpenFaaS
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interactive | OpenFaaS | |
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48 | 56 | |
2,746 | 24,515 | |
2.4% | 0.8% | |
9.6 | 6.8 | |
3 days ago | 16 days ago | |
C# | Go | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
interactive
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Exploratory Data Analysis with F#, Plotly.NET, and ML.NET DataFrames
All of this will be accomplished inside of a single Polyglot Notebook. If you're not familiar with Polyglot Notebooks, they're a technology built on top of Jupyter Notebooks that allow you to use additional language kernels, including a F# Kernel. This lets you run interactive data science experiments in a single notebook as shown here in VS Code:
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.NET 8 Standalone 50% Smaller On Linux
I use .NET on Linux and the experience with Rider has been great. The workflow transfers really well between Mac, Windows, and Linux, and everything works the way you expect. The only problems I run into are that there are still things that are Windows focused. For example MAUI does not run on Linux which is a shame because we could use another cross platform GUI.
There are still bugs, for example I ran into one with Polyglot Notebooks not working on Manjaro or Pop!_OS https://github.com/dotnet/interactive/issues/3159
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Importing Code in Polyglot Notebooks
First of all, if you have a small amount of code that lives in an individual C# file and you wanted to reference it in your notebook, you can do this via the #!import magic command as shown below:
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How can I authenticate against Azure Artifacts from Jetbrains Rider?
My 2 cents: use a Personal Access Token instead of a password, it is much safer (even though not 100% safe). Some references: https://github.com/dotnet/interactive/discussions/1340 https://learn.microsoft.com/en-us/azure/devops/organizations/accounts/use-personal-access-tokens-to-authenticate
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Announcing Polyglot Notebooks! Multi-language notebooks in Visual Studio Code - .NET Blog
See also https://github.com/dotnet/interactive
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Getting work done with PowerShell on Linux
U have Powershell notebooks https://github.com/dotnet/interactive
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Argue in comments ๐
Or Rider or simply install dotnet by itself (very easy) and code in a notepad or VSCode. .NET interactive is another awesome way to start: https://github.com/dotnet/interactive/blob/main/docs/display-output-csharp.md
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Jupyterlab Desktop
Hi! My name is Claudia and I am a PM at Microsoft (opinions are my own) working on Polyglot Notebooks in VS Code. Polyglot Notebooks are exactly what you are describing! They are notebooks where you can use multiple languages AND share variables between them to ensure a continuous workflow. Not only that, but each language has language server support. Polyglot Notebooks currently supports C#, F#, PowerShell, JavaScript, HTML, SQL, KQL, and Mermaid.
We have just added support for Python and R integration and I am actually in search of external testers! If you are willing to sign an NDA to try out our Python and R integration and give us feedback please drop your email in the form below and I will reach out with instructions for you to try it out!
https://forms.office.com/r/UQchfQSGa5
If you'd like to start trying it out today you can install the extension from the marketplace here: https://marketplace.visualstudio.com/items?itemName=ms-dotne...
https://github.com/dotnet/interactive
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Does anyone have any experience using ML.NET for forecasting?
I've been excited about a lot of the work being done in .NET Interactive and Polyglot Notebooks, particuarly with ML with F#. I don't know too much about ML, so I thought I'd check out ML.NET.
- Run C# Straight from Command line! (C# REPL)
OpenFaaS
- Serverless Functions, Made Simple
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The 2024 Web Hosting Report
Serverless functions are now offered by many cloud providers, as well as having options like OpenFaaS, Knative, Apache's Openwhisk and more from the open source community that run in environments ranging from one server all the way up to globally replicated private clusters.
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โกโก Level Up Your Cloud Experience with These 7 Open Source Projects ๐ฉ๏ธ
OpenFaaS
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Spinning up docker containers from http requests
Did you consider running knative or openfaas? https://github.com/openfaas/faas
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.NET 8 Standalone 50% Smaller On Linux
Anyone knows other alternatives for Azure Functions, but for DIY hosting? ( eg. OpenFaas - https://www.openfaas.com/ )
- A question about how pods creation with requests
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What exists on the spectrum between a cron job and airflow?
Maybe OpenFaaS with grafana and slack notifications for non-200 responses?
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I need a custom resource somewhere between a job and cron job -- does it exist?
OpenFaaS - https://www.openfaas.com
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Hosting strategy suggestions
By the way, if your organization is leveraging EKS as a platform and your DevOps team is willing to enable this operator, there's an exciting tool called OpenFaaS. Essentially, it enables you to host your Lambda functions on your own infrastructure instead of relying on the public cloud provider.
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Questions for Heroku-like Project
This is where I see K8S coming in โ teachers can provide dev deployments that are setup for students to learn. Teachers can also provide containers that run automated tests against the student containers for assessment! Plus, we can smooth over some of the git workflow stuff for the ripest of beginners; we can integrate with github to sync their work on our platform to repositories on their github account, so that they can really take ownership of the work they do on the platform. Last, students can graduate their work from development into production very easily, since we can take the base images + student diffs, build a new "prod" image for the student. We can run students' prod work on "serverless" K8S frameworks like fission or OpenFaas to be able to host many low-traffic "production" apps at the same time.
What are some alternatives?
Plotly.NET - interactive graphing library for .NET programming languages :chart_with_upwards_trend:
IronFunctions - IronFunctions - the serverless microservices platform by
spectre.console - A .NET library that makes it easier to create beautiful console applications.
LocalStack - ๐ป A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline
obsidian-jupyter
dapr - Dapr is a portable, event-driven, runtime for building distributed applications across cloud and edge.
SharpLab - .NET language playground
OpenWhisk - Apache OpenWhisk is an open source serverless cloud platform
jupyter - An interface to communicate with Jupyter kernels.
fn - The container native, cloud agnostic serverless platform.
livebook - Automate code & data workflows with interactive Elixir notebooks
Appwrite - Build like a team of hundreds_