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Add ClearML SDK v1.2.0 release notes

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allegroai 2022-02-26 15:39:10 +02:00
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docs/release_notes/ver_1_2.md
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title: Version 1.2
---
### ClearML SDK 1.2.0
**Features**
- Add fastai v2 support [ClearML GitHub PR #571](https://github.com/allegroai/clearml/pull/571)
- Add catboost support [ClearML GitHub PR #542](https://github.com/allegroai/clearml/pull/542)
- Add Python Fire support [ClearML GitHub PR #550](https://github.com/allegroai/clearml/pull/550)
- Add new Azure Storage driver support [ClearML GitHub PR #548](https://github.com/allegroai/clearml/pull/548)
- Add requirements file support in Task.add_requirements [ClearML GitHub PR #575](https://github.com/allegroai/clearml/pull/575)
- Allow overriding `auto_delete_file` in `Task.update_output_model()` [ClearML GitHub issue #554](https://github.com/allegroai/clearml/issues/554)
- Support `artifact_object` empty string
- Add `skip_zero_size_check` to `StorageManager.download_folder()`
- Add support for extra HTTP retry codes (see [here](https://github.com/allegroai/clearml/blob/2c916181b90c784fe0bd267cd67ea915e53e36e4/clearml/backend_api/config/default/api.conf#L29) or use `CLEARML_API_EXTRA_RETRY_CODES`)
- Add `Task.get_parameters()` cast back to original type
- Add callback support to `Task.delete()`
- Add autoscaler CPU-only support
- Add AWS autoscaler IAM instance profile support
- Update examples
- Edit HTML reporting examples [ClearML GitHub PR #546](https://github.com/allegroai/clearml/pull/546)
- Add model reporting examples [ClearML GitHub PR #553](https://github.com/allegroai/clearml/pull/553)
**Bug Fixes**
- Fix `nargs="?"` without type does not properly cast the default value [ClearML GitHub issue #531](https://github.com/allegroai/clearml/issues/531)
- Fix using invalid configurations [ClearML GitHub issue #544](https://github.com/allegroai/clearml/issues/544)
- Fix extra_layout not passed to report_matrix [ClearML GitHub issue #559](https://github.com/allegroai/clearml/issues/559)
- Fix group arguments in click [ClearML GitHub PR #561](https://github.com/allegroai/clearml/pull/561)
- Fix no warning when failing to patch argparse [ClearML GitHub PR #576](https://github.com/allegroai/clearml/pull/576)
- Fix crash in Dataset.upload() when there is nothing to upload [ClearML GitHub PR #579](https://github.com/allegroai/clearml/pull/579)
- Fix requirements, refactor and reformat examples [ClearML GitHub PR #567](https://github.com/allegroai/clearml/pull/567), [#573](https://github.com/allegroai/clearml/pull/573), [#582](https://github.com/allegroai/clearml/pull/582)
- Auto-scaler
- Change confusing log message
- Fix AWS tags support
- Fix instance startup script fails on any command (should only fail on the agent failing to launch)
- Fix spin down stuck machine, ignore unknown stale workers
- Fix pandas object passed as `Task.upload_artifact()` preview object
- Fix incorrect timeout used for stale workers
- Fix `clearml-task` calls `Task.init()` in the wrong place when a single local file is used
- Fix ArgumentParser `SUPPRESS` as default should be resolved at remote execution in the same way (i.e. empty string equals `SUPPRESS`)
- Upgrade six version (in case `pathlib2>2.3.7` is installed)
- Fix connected object base class members are not used
- Fix `clearml-init` changing web host after pasting full credentials
- Fix fileserver upload does not support path in URL
- Fix crash on semaphore acquire error
- Fix docs and docstrings [ClearML GitHub PR #558](https://github.com/allegroai/clearml/pull/558), [#560](https://github.com/allegroai/clearml/pull/560)
### ClearML Server 1.2.0
**New Features and Improvements**