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add release notes clearml 1.1.5 (#147)
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title: Version 1.1
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---
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### ClearML SDK 1.1.5
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**Features**
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* Add support for `jsonargpraser` [ClearML GitHub issue #403](https://github.com/allegroai/clearml/issues/403)
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* Add `HyperParameterOptimizer.get_top_experiments_details()` returns the hparams and metrics of the top performing
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experiments of an HPO [ClearML GitHub issue #473](https://github.com/allegroai/clearml/issues/473)
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* Allow overriding initial iteration offset using environment variable (`CLEARML_SET_ITERATION_OFFSET`) or `Task.init(continue_last_task==<offset>)`
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[ClearML GitHub issue #496](https://github.com/allegroai/clearml/issues/496)
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* Add better input handling for `clearml-init` in colab [ClearML GitHub issue #515](https://github.com/allegroai/clearml/issues/515)
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* Add environment variable for default request method [ClearML GitHub issue #521](https://github.com/allegroai/clearml/issues/521)
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* Add `LocalClearmlJob` as possible option for HPO [ClearML GitHub issue #525](https://github.com/allegroai/clearml/issues/525)
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* Add convenience functionality to `clearml-data` [ClearML GitHub issue #526](https://github.com/allegroai/clearml/issues/526)
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* Add support for `vscode-jupyter` [microsoft/vscode-jupyter#8531](https://github.com/microsoft/vscode-jupyter/pull/8531)
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* Improve detection of running reporting subprocess (including zombie state)
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* Support controlling S3/Google Cloud Storage `_stream_download_pool_connections` using the `stream_connections` configuration
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setting in `clearml.conf` (default 128)
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* Add warning when losing reporting subprocess
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* Add `Model.remove()` to allow removing a model from the model repository
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* Add HTTP download timeout control (change default connection timeout to 30 seconds)
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* Add initial setup callback to monitoring class
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* Add `Task.get_reported_plots()`
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* Allow `Monitor.get_query_parameters` to override defaults
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* Add support for Google Cloud Storage `pool_connections` and `pool_maxsize` overrides
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* Add last worker time to `AutoScaler`
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* Add warning when opening an aborted Dataset
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* Store multi-pipeline execution plots on the master pipeline Task
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* Support pipeline return value stored on pipeline Task
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* Add `PipelineDecorator.multi_instance_support`
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* Add `PipelineDecorator` to `clearml` and `clearml.automation` namespaces
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* Documentation and examples
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* Update docstrings [ClearML GitHub issue #501](https://github.com/allegroai/clearml/issues/501)
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* Add Markdown in pipeline jupyter notebooks [ClearML GitHub issue #502](https://github.com/allegroai/clearml/issues/502)
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* Update pipeline example [ClearML GitHub issue #494](https://github.com/allegroai/clearml/issues/494)
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* Add abseil example [ClearML GitHub issue #509](https://github.com/allegroai/clearml/issues/509)
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* Change README to dark theme [ClearML GitHub issue #513](https://github.com/allegroai/clearml/issues/513)
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* Update XGBoost example [ClearML GitHub issue #524](https://github.com/allegroai/clearml/issues/524)
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* Change example name [ClearML GitHub issue #528](https://github.com/allegroai/clearml/issues/528)
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**Bug Fixes**
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* Fix `TriggerScheduler` on Dataset change [ClearML GitHub issue #491](https://github.com/allegroai/clearml/issues/491)
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* Fix links in Jupyter Notebooks [ClearML GitHub issue #505](https://github.com/allegroai/clearml/issues/505)
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* Fix `pandas` delta datetime conversion [ClearML GitHub issue #510](https://github.com/allegroai/clearml/issues/#510)
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* Fix `matplotlib` auto-magic detect bar graph series name [ClearML GitHub issue #518](https://github.com/allegroai/clearml/issues/518)
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* Fix path limitation on storage services (posix, object storage) when storing target artifacts by limiting length of
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project name (full path) and task name used for object path [ClearML GitHub issue #516](https://github.com/allegroai/clearml/issues/516)
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* Fix multi-processing context block catching exception
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* Fix Google Cloud Storage with no default project causes a crash
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* Fix main process's reporting subprocess lost, switch back to thread mode
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* Fix forked `StorageHelper` should use its own `ThreadExecuter`
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* Fix local `StorageHelper.delete()` raising exception on non-existent file instead of returning false
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* Fix `StorageHelper` rename partial file throwing errors on multiple access
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* Fix resource monitor fails on permission issues (skip over parts)
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* Fix reusing Task does not reset it
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* Fix support `clearml` PyCharm Plugin 1.0.2 (support partial pycharm git repo sync)
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* Fix `Task.reset()` force argument ineffective
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* Fix PY3.5 compatibility
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* Fix validation error causes infinite loop
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* Fix tasks schema prevents sending null container parts
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* Fix missing `CLEARML_SET_ITERATION_OFFSET` definition
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* Fix `Model.get_weights_package()` returns None on error
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* Fix download progress bar based on `sdk.storage.log.report_download_chunk_size_mb` configuration
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* Fix Conda lists the `CudaToolkit` version installed (for the agent to reproduce)
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* Fix Jupyter kernel shutdown causing nested atexit callbacks leaving Task in running state
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* Fix multi-subprocess can cause Task to hand at close
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* Fix TF 2.7 support (get `logdir` on with multiple TB writers)
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### ClearML SDK 1.1.4
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**Bug Fixes**
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