Add ClearML Serving 1.0.0 release notes (#324)

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pollfly 2022-09-06 11:52:12 +03:00 committed by GitHub
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title: Version 1.0
---
### ClearML Serving 1.0.0
:::warning Backwards Compatibility
This release is not backwards compatible
:::
**Breaking Changes**
* `preprocess` and `postprocess` class functions get 3 arguments
* Add support for per-request state storage, passing information between the pre/post processing functions
**Features & Bug Fixes**
* Optimize serving latency while collecting statistics
* Fix metric statistics collecting auto-refresh issue
* Fix live update of model preprocessing code
* Add `pandas` to the default serving container
* Add per endpoint/variable statistics collection control
* Add `CLEARML_EXTRA_PYTHON_PACKAGES` for easier additional python package support (serving inference container)
* Upgrade Nvidia Triton base container image to 22.04 (requires Nvidia drivers 510+)
* Add Kubernetes Helm chart
### ClearML 1.0.5
**Features**