@Glime whats the difference between flytectl demo and flytectl sandbox?

The main differences between

flytectl demo

and

flytectl sandbox

are related to their deployment architecture, usability, and intended use cases. Here's a summary based on the provided context: 1. ​*Deployment Architecture*​:

flytectl demo

uses a single binary that bundles all the Flyte components, making it much lighter and faster to bring up. This contrasts with

flytectl sandbox

, which mimics a full deployment by deploying all backend components separately. 2. ​*Usability and Performance*​: Due to its architecture,

flytectl demo

is faster and easier to start compared to

flytectl sandbox

. This makes

flytectl demo

more suitable for quick demonstrations and lighter workloads. 3. ​*Production Use*​: Interestingly, despite its name,

flytectl demo

can actually be run in production environments due to its lightweight nature. This is not the typical use case for a "demo" environment but highlights its efficiency and stability. 4. ​*Phasing Out of Sandbox*​: There are indications that

flytectl sandbox

is being phased out in favor of

flytectl demo

. This is likely due to the advantages of

flytectl demo

in terms of startup time and resource efficiency. 5. ​*Configuration and Customization*​:

flytectl demo

allows for certain configurations and customizations, such as setting resource defaults and limits through a config file. This flexibility can help tailor the demo environment to specific needs or constraints. 6. ​*Underlying Issues and Performance*​: There have been reports of issues with

flytectl sandbox

, such as workflows failing or running indefinitely, which might not occur with

flytectl demo

. This could be due to the different underlying architectures and resource requirements of the two modes. In summary,

flytectl demo

is designed to be a lighter, faster, and potentially more user-friendly alternative to

flytectl sandbox

, with the added capability of being used in production scenarios. The ongoing preference and development efforts seem to favor

flytectl demo

over

flytectl sandbox

. --- This is an AI-generated response, take its recommendations with caution. Please help us improve the model accuracy by giving this response a thumbs up/thumbs down reaction. Sources https://discuss.flyte.org/t/427873/release-flyte-does-not-exist-installing-it-now-w0520-06-19-5/ https://discuss.flyte.org/t/9145556/a-quick-question-what-s-the-difference-between-flytectl-sand/ https://discuss.flyte.org/t/39593/couple-of-problems-i-ran-into-while-i-try-to-go-through-http/ https://discuss.flyte.org/t/12352105/hello-what-s-the-difference-between-flytectl-demo-start-and-/ 👍 button 👎 button