Add ClearML SDK v1.2.0 release notes

docs/release_notes/ver_1_2.md

@@ -2,6 +2,53 @@
 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**