mediapipe-rs
microservice-rust-mysql
mediapipe-rs | microservice-rust-mysql | |
---|---|---|
1 | 14 | |
0 | 343 | |
- | 1.5% | |
5.5 | 5.9 | |
10 months ago | about 2 months ago | |
Rust | Rust | |
Apache License 2.0 | Apache License 2.0 |
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.
mediapipe-rs
-
Release: WasmEdge 0.12 and 0.12.1
https://wasmedge.org/docs/contribute/plugin/intro
Some examples:
WasmEdge’s Tensorflow Lite plugin enables lightweight (1/10 of Linux containers) and fast (native GPU) AI inference apps for Tensorflow Lite models. https://wasmedge.org/docs/develop/rust/ai_inference/tensorfl...
WasmEdge’s PyTorch plugin enables lightweight (1/10 of Linux containers) and fast (native GPU) AI inference apps for PyTorch models. https://wasmedge.org/docs/develop/rust/ai_inference/pytorch/
Through the new WasmEdge plugin system, the community are adding support for libraries like zlib, OpenCV, tesseract and ffmpeg etc. Putting these together, we are supporting complex AI libraries such as Mediapipe on WasmEdge! https://github.com/yanghaku/mediapipe-rs
The Mediapipe story is esp interesting since WasmEdge is now adapted as a runtime for stream data process in products like Fluvio, Redpanda, YoMo, RisingWave and others. Mediapipe support allows developers to add AI into the stream data pipeline. https://github.com/xxchan/fluvio/pull/1
WasmEdge’s eBPF plugin enables developers to create secure and containerized eBPF tools and controllers in Kubernetes environments.
microservice-rust-mysql
-
Release: WasmEdge 0.12 and 0.12.1
https://github.com/second-state/microservice-rust-mysql
https://github.com/WasmEdge/wasmedge-db-examples
https://github.com/WasmEdge/wasmedge_hyper_demo
WasmEdge is already one of the smallest and most efficient Wasm runtimes out there. It embeds into libsql (SQLite on the server!) to execute user definited functions to perform complex tasks like HTTPS web services & AI inference from SQL statements! https://wasmedge.org/docs/embed/use-case/libsql/
The WasmEdge C++ and Rust SDKs allow host applications to embed Wasm functions asynchronously. It is critically important in many applications where the embedded Wasm function is simply not allowed to block the execution of the host applications. https://github.com/second-state/wasmedge-rustsdk-examples/bl...
Asynchronous host SDKs are complex and a lot of work still remains. We are continuously improving it with our end user and partner communities.
Preview: https://github.com/L-jasmine/WasmEdge/tree/feat/async
What's coming next?
* Support plugins in our Docker and k8s integrations
- A Rust Microservice Demo with MySQL CRUD Support
- A Rust Microservice demo with MySQL CRUD Support, Compiled to WebAssembly and Running on WasmEdge - A Secure and Lightweight Alternative to Linux containers
- A Rust Microservice with MySQL CRUD Support, Compiled to WebAssembly and Running on WasmEdge - A Secure and Lightweight Alternative to Native Compilation in Containers natively compiled Rust apps in Linux containers, can be run by Docker Podman, K8s etc
-
Rust microservices in server-side WebAssembly
The example below, from the microservice-rust-mysql demo app, shows how to create a web server in hyper for WasmEdge. The main listening loop of the web server is as follows:
What are some alternatives?
wasmedge_hyper_demo - Lightweight HTTP servers based on hyper / warp frameworks in the WasmEdge Runtime.
postgres-wasm - A PostgresQL server running in your browser
wasmedge-db-examples - Lightweight database clients in the WasmEdge Runtime
webvm - Virtual Machine for the Web
fluvio - An intelligent event streaming platform
SSVM - WasmEdge is a lightweight, high-performance, and extensible WebAssembly runtime for cloud native, edge, and decentralized applications. It powers serverless apps, embedded functions, microservices, smart contracts, and IoT devices.
postgres-wasm - A PostgresQL server in your browser
podman-wasm
dapr-wasm - A template project to demonstrate how to run WebAssembly functions as sidecar microservices in dapr
k8s-WASM-demo - PoC created to measure the performance provided by WASM