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
1 maintainer
Metadata
1 maintainer
Release files for ml-orchestrator 0.1.2
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ml_orchestrator-0.1.2.tar.gz | 9.2 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| ml_orchestrator-0.1.2-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 22.0 kB
Release files / ml_orchestrator-0.1.2.tar.gz
| Download URL | ml_orchestrator-0.1.2.tar.gz |
|---|---|
| Size | 9.2 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
149b46eeae9e01657d0c577fa75d6f90e5d7362ae7e8111c1a93897cab5ab066
|
|
BLAKE2b-256 checksum How to use checksums |
6d3bf75ff77674f47c4ca86a2630796eeb51347866dbde538d962ef6e11e489f
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/2.1.2 CPython/3.12.3 Linux/6.8.0-1021-azure
|
Release files / ml_orchestrator-0.1.2-py3-none-any.whl
| Download URL | ml_orchestrator-0.1.2-py3-none-any.whl |
|---|---|
| Size | 12.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
d471ee6273677724e11d5ce867533ef25020e8f71ee1bb39726e76c05a5a05f2
|
|
BLAKE2b-256 checksum How to use checksums |
e1691a58e6b49d44bc274e4679fb009ffa9c23e252f71622f5cb589bda4a8369
|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/2.1.2 CPython/3.12.3 Linux/6.8.0-1021-azure
|
