# LightGBM runtime for MLServer
This package provides a MLServer runtime compatible with LightGBM.
## Usage
You can install the runtime, alongside `mlserver`, as:
```bash
pip install mlserver mlserver-lightgbm
```
For further information on how to use MLServer with LightGBM, you can check out
this [worked out example](../../docs/examples/lightgbm/README.md).
## Content Types
If no [content type](../../docs/user-guide/content-type) is present on the
request or metadata, the LightGBM runtime will try to decode the payload as
a [NumPy Array](../../docs/user-guide/content-type).
To avoid this, either send a different content type explicitly, or define the
correct one as part of your [model's
metadata](../../docs/reference/model-settings).
Raw data
{
"_id": null,
"home_page": null,
"name": "mlserver-lightgbm",
"maintainer": null,
"docs_url": null,
"requires_python": "<3.12,>=3.9",
"maintainer_email": null,
"keywords": null,
"author": "Seldon Technologies Ltd.",
"author_email": "hello@seldon.io",
"download_url": "https://files.pythonhosted.org/packages/1e/a1/4c241d616a066ae12ce29f47115be28ceecee65f61396765cddd15c45729/mlserver_lightgbm-1.6.1.tar.gz",
"platform": null,
"description": "# LightGBM runtime for MLServer\n\nThis package provides a MLServer runtime compatible with LightGBM.\n\n## Usage\n\nYou can install the runtime, alongside `mlserver`, as:\n\n```bash\npip install mlserver mlserver-lightgbm\n```\n\nFor further information on how to use MLServer with LightGBM, you can check out\nthis [worked out example](../../docs/examples/lightgbm/README.md).\n\n## Content Types\n\nIf no [content type](../../docs/user-guide/content-type) is present on the\nrequest or metadata, the LightGBM runtime will try to decode the payload as\na [NumPy Array](../../docs/user-guide/content-type).\nTo avoid this, either send a different content type explicitly, or define the\ncorrect one as part of your [model's\nmetadata](../../docs/reference/model-settings).\n",
"bugtrack_url": null,
"license": "Apache-2.0",
"summary": "LightGBM runtime for MLServer",
"version": "1.6.1",
"project_urls": null,
"split_keywords": [],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "c1a6fb619b0354516ba9612c636349e9c01b0032d386ba294c1319b0d6186b61",
"md5": "8b0a319347ac5a2cd0e60d3fc4c67f4b",
"sha256": "5d19a072ed6c3e1bf29e0e770f95ad9a55c7b82eef076c5c3e0185fdf78f1d0e"
},
"downloads": -1,
"filename": "mlserver_lightgbm-1.6.1-py3-none-any.whl",
"has_sig": false,
"md5_digest": "8b0a319347ac5a2cd0e60d3fc4c67f4b",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": "<3.12,>=3.9",
"size": 6641,
"upload_time": "2024-09-10T15:11:55",
"upload_time_iso_8601": "2024-09-10T15:11:55.409949Z",
"url": "https://files.pythonhosted.org/packages/c1/a6/fb619b0354516ba9612c636349e9c01b0032d386ba294c1319b0d6186b61/mlserver_lightgbm-1.6.1-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "1ea14c241d616a066ae12ce29f47115be28ceecee65f61396765cddd15c45729",
"md5": "e194bb2b99b9171ff9b718b70a253595",
"sha256": "5d8b126b0001c8ee40b3c1b4d48c4d3b1f26a816f4bdbb81e3946f837a5fe417"
},
"downloads": -1,
"filename": "mlserver_lightgbm-1.6.1.tar.gz",
"has_sig": false,
"md5_digest": "e194bb2b99b9171ff9b718b70a253595",
"packagetype": "sdist",
"python_version": "source",
"requires_python": "<3.12,>=3.9",
"size": 5656,
"upload_time": "2024-09-10T15:11:56",
"upload_time_iso_8601": "2024-09-10T15:11:56.758668Z",
"url": "https://files.pythonhosted.org/packages/1e/a1/4c241d616a066ae12ce29f47115be28ceecee65f61396765cddd15c45729/mlserver_lightgbm-1.6.1.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-09-10 15:11:56",
"github": false,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"lcname": "mlserver-lightgbm"
}