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Using Rust with Python

1h 32mIntermediate2024-07-09

Authors

Noah Gift

MLOps Expert | Solopreneur | Author | Adjunct Professor | CTO

Course details

In this course, MLOps expert Noah Gift presents a practical guide on how to use Rust with Python. After a short introduction to Rust and Python, learn how to install PyO3 and use the basic Rust library. Find out how to go from Rust to Python and explore the Rust ownership model. Examine a diagram of a PyO3 project and learn how to use the Python calculator CLI, PyO3 features, and PyO3 exceptions. Go over how to call Python from Rust, run Python with embedded Rust, and embed a Rust CLI diagram, Rust CLI, or Rust CLI test. Explore several Rust-built Python tools, the Polars CLI in Rust, and more. This course prepares you to integrate Rust with Python into your own workflows.

Skills covered

RustProgramming LanguagesOpen SourceSoftware DevelopmentOne-Off

Concepts

1. Using Rust with Python

01 - Introduction - Instructor
02 - Introduction - Rust and Python
03 - PyO3 installation
04 - Basic Rust library
05 - Rust to Python
06 - Rust ownership model
07 - Diagram of a PyO3 project
08 - Python calculator CLI
09 - PyO3 features
10 - PyO3 exceptions
11 - Call Python from Rust
12 - Run Python with embedded Rust
13 - Embedded Rust CLI diagram
14 - Embedded Rust CLI
15 - Embedded Rust CLI test
16 - Rust-built Python tools
17 - Using the Rust Ruff linter
18 - Using Polars in Python with Rust
19 - Polars CLI in Rust
20 - Polars CLI test in Rust
21 - Polars CLI integration test
22 - Polars criterion benchmarking