ClearML/clearml-serving
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LICENSE
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@ -186,7 +186,7 @@
same "printed page" as the copyright notice for easier
identification within third-party archives.
Copyright [yyyy] [name of copyright owner]
Copyright 2025 ClearML Inc
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.

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README.md
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<div align="center">
<a href="https://app.clear.ml"><img src="https://github.com/allegroai/clearml/blob/master/docs/clearml-logo.svg?raw=true" width="250px"></a>
<a href="https://app.clear.ml"><img src="https://github.com/clearml/clearml/blob/master/docs/clearml-logo.svg?raw=true" width="250px"></a>
**ClearML Serving - Model deployment made easy**
## **`clearml-serving v1.3.1` </br> :sparkles: Model Serving (ML/DL) Made Easy :tada:** <br> :fire: NEW version 1.3 :rocket: 20% faster !
[![GitHub license](https://img.shields.io/github/license/allegroai/clearml-serving.svg)](https://img.shields.io/github/license/allegroai/clearml-serving.svg)
[![GitHub license](https://img.shields.io/github/license/clearml/clearml-serving.svg)](https://img.shields.io/github/license/clearml/clearml-serving.svg)
[![PyPI pyversions](https://img.shields.io/pypi/pyversions/clearml-serving.svg)](https://img.shields.io/pypi/pyversions/clearml-serving.svg)
[![PyPI version shields.io](https://img.shields.io/pypi/v/clearml-serving.svg)](https://img.shields.io/pypi/v/clearml-serving.svg)
[![Artifact Hub](https://img.shields.io/endpoint?url=https://artifacthub.io/badge/repository/allegroai)](https://artifacthub.io/packages/helm/allegroai/clearml-serving)
[![Artifact Hub](https://img.shields.io/endpoint?url=https://artifacthub.io/badge/repository/clearml)](https://artifacthub.io/packages/helm/clearml/clearml-serving)
[![Slack Channel](https://img.shields.io/badge/slack-%23clearml--community-blueviolet?logo=slack)](https://joinslack.clear.ml)
`🌟 ClearML is open-source - Leave a star to support the project! 🌟`
@ -25,7 +25,7 @@ It enables model deployment including serving and preprocessing code to a Kubern
### :fire: NEW :confetti_ball: Take it for a spin with a simple `docker-compose` [command](#nail_care-initial-setup) :magic_wand: :sparkles:
<a><img src="https://github.com/allegroai/clearml-serving/blob/main/docs/design_diagram.png?raw=true" width="100%"></a>
<a><img src="https://github.com/clearml/clearml-serving/blob/main/docs/design_diagram.png?raw=true" width="100%"></a>
Features:
* Easy to deploy & configure
@ -73,7 +73,7 @@ Features:
### :nail_care: Initial Setup
1. Setup your [**ClearML Server**](https://github.com/allegroai/clearml-server) or use the [Free tier Hosting](https://app.clear.ml)
1. Setup your [**ClearML Server**](https://github.com/clearml/clearml-server) or use the [Free tier Hosting](https://app.clear.ml)
2. Setup local access (if you haven't already), see instructions [here](https://clear.ml/docs/latest/docs/getting_started/ds/ds_first_steps#install-clearml)
3. Install clearml-serving CLI:
```bash
@ -85,7 +85,7 @@ pip3 install clearml-serving
5. Write down the Serving Service UID
6. Clone clearml-serving repository
```bash
git clone https://github.com/allegroai/clearml-serving.git
git clone https://github.com/clearml/clearml-serving.git
```
7. Edit the environment variables file (`docker/example.env`) with your clearml-server credentials and Serving Service UID. For example, you should have something like
```bash
@ -170,7 +170,7 @@ AZURE_STORAGE_KEY
**Notice** On the first few requests the inference container needs to download the model file and preprocessing python code, this means the request might take a little longer, once everything is cached, it will return almost immediately.
**Notes:**
> Review the model repository in the ClearML web UI, under the "serving examples" Project on your ClearML account/server ([free hosted](https://app.clear.ml) or [self-deployed](https://github.com/allegroai/clearml-server)).
> Review the model repository in the ClearML web UI, under the "serving examples" Project on your ClearML account/server ([free hosted](https://app.clear.ml) or [self-deployed](https://github.com/clearml/clearml-server)).
> Inference services status, console outputs and machine metrics are available in the ClearML UI in the Serving Service project (default: "DevOps" project)
@ -330,6 +330,6 @@ Grafana model performance example:
## Contributing
**PRs are always welcomed** :heart: See more details in the ClearML [Guidelines for Contributing](https://github.com/allegroai/clearml/blob/master/docs/contributing.md).
**PRs are always welcomed** :heart: See more details in the ClearML [Guidelines for Contributing](https://github.com/clearml/clearml/blob/master/docs/contributing.md).

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setup.py
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"""
`clearml-serving` - Model-Serving Orchestration and Repository Solution
https://github.com/allegroai/clearml-serving
https://github.com/clearml/clearml-serving
"""
import os.path
@ -38,7 +38,7 @@ setup(
long_description=long_description,
long_description_content_type='text/markdown',
# The project's main homepage.
url='https://github.com/allegroai/clearml-serving.git',
url='https://github.com/clearml/clearml-serving.git',
author='ClearML',
author_email='support@clear.ml',
license='Apache License 2.0',