clearml-docs/docs/release_notes/clearml_serving/ver_1_0.md

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 and 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