kubeflow extension
Project description
Defining Kubeflow Pipeline (KFP) Components with Python Dataclasses
Features
- Dataclass-Driven Component Definition: Define component logic using Python dataclasses, seamlessly translating them into Kubeflow Pipelines (KFP) compatible functions and components.
- KFP Agnostic: Empower developers to design and implement component logic as standard Python code, independent of the KFP framework.
Installation
pip install ml-orchestrator
Note: ml-orchestrator is designed to be lightweight and free of external dependencies, ensuring efficient runtime
performance without additional overhead.
Note: ml-orchestrator does not require the kfp package to parse or create Kubeflow components.
Note: To construct kfp pipelines and utilize the components, the kfp package is required.
Usage
please read the documentation
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file ml_orchestrator-0.1.2.tar.gz.
File metadata
- Download URL: ml_orchestrator-0.1.2.tar.gz
- Upload date:
- Size: 9.2 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: poetry/2.1.2 CPython/3.12.3 Linux/6.8.0-1021-azure
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
149b46eeae9e01657d0c577fa75d6f90e5d7362ae7e8111c1a93897cab5ab066
|
|
| MD5 |
4e5d83d9066951f7b9d10a7ee19e49c4
|
|
| BLAKE2b-256 |
6d3bf75ff77674f47c4ca86a2630796eeb51347866dbde538d962ef6e11e489f
|
File details
Details for the file ml_orchestrator-0.1.2-py3-none-any.whl.
File metadata
- Download URL: ml_orchestrator-0.1.2-py3-none-any.whl
- Upload date:
- Size: 12.8 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: poetry/2.1.2 CPython/3.12.3 Linux/6.8.0-1021-azure
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
d471ee6273677724e11d5ce867533ef25020e8f71ee1bb39726e76c05a5a05f2
|
|
| MD5 |
e2fb2cc75e6e45cce294e48194e3a290
|
|
| BLAKE2b-256 |
e1691a58e6b49d44bc274e4679fb009ffa9c23e252f71622f5cb589bda4a8369
|
