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Add release notes (#97)
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title: Version 1.1
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title: Version 1.1
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---
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---
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### ClearML SDK 1.1.3
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**Features**
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- Add support for MegEngine with examples [ClearML GitHub issue #455](https://github.com/allegroai/clearml/issues/455)
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- Add `TaskTypes` to main namespace [ClearML GitHub issue #453](https://github.com/allegroai/clearml/issues/453)
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- Add `LogUnifomParameterRange` for hyperparameter optimization with Optuna [ClearML GitHub issue #462](https://github.com/allegroai/clearml/issues/462)
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- Add joblib (equivalent to scikit) to `Task.init(auto_connect_frameworks)` argument
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- Log environment variables starting with `*` in `environ_bind.py` [ClearML GitHub issue #459](https://github.com/allegroai/clearml/issues/459)
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- Pipeline
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- Add eager decorated pipeline execution
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- Support pipeline monitoring for scalars/models/artifacts
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- Add `PipelineController.upload_model()`
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- Add `PipelineController.add_step(configuration_overrides)` argument allowing to override Task configuration objects
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- Change `PipelineController.start_locally()` default `run_pipeline_steps_locally=False`
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- Add `PipelineController.stop(mark_failed, mark_aborted)` arguments
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- Add `PipelineController.run_locally` decorator
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- Add `PipelineController.continue_on_fail` property
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- Add `PipelineController.__init__(abort_on_failure)` argument
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- Add nested pipeline components missing pipeline tags
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- Add ClearmlJob state cache (refresh every second)
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- Datasets
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- Add `clearml-data` multi-chunk support
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- Change `clearml-data` default chunk size to 512 MB
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- Change `Dataset.create()` now automatically reverts to using current Task if no project/name provided
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- Add `Optimizer.get_top_experiments_id_metrics_pair()` for top performing experiments
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- Add support for setting default value to auto connected argparse arguments
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- Add `Task.get_script()` and `Task.set_script()` for getting and setting task's script properties for execution
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- Add `Task.mark_completed()` `force` and `status_message` arguments
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- Add `Task.stopped()` `reason` argument
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- Add `Task.query_tasks()`, `Task.get_task()` and `Task.get_tasks()` `tags` argument
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**Bug Fixes**
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- Fix PyJWT resiliency support
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- Fix xgb train overload [ClearML GitHub issue #456](https://github.com/allegroai/clearml/issues/456)
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- Fix `http://` throws `OSError` in Windows by using `pathlib2` instead of `os` [ClearML GitHub issue #463](https://github.com/allegroai/clearml/issues/463)
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- Fix local diff should include staged commits, otherwise applying git diff fails [ClearML GitHub issue #457](https://github.com/allegroai/clearml/issues/457)
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- Fix `task.upload_artifact` non-standard dictionary will now revert to `pickle` [ClearML GitHub issue #452](https://github.com/allegroai/clearml/issues/452)
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- Fix `S3BucketConfig.is_valid()` for EC2 environments with `use_credentials_chain` [ClearML GitHub issue #478](https://github.com/allegroai/clearml/issues/478)
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- Fix audio classifier example when training with a custom dataset [ClearML GitHub issue #484](https://github.com/allegroai/clearml/issues/484)
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- Fix `clearml-task` diff was corrupted by Windows drive letter and separator [ClearML GitHub issue #483](https://github.com/allegroai/clearml/issues/483)
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- Fix TQDM "line cleanup" not using `CR` but rather arrow-up escape sequence
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- Fix `task.connect(dict)` value casting - if `None` is the default value, use backend stored type
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- Fix Jupyter notebook should always set Task as completed/stopped, never failed (exceptions are caught in interactive session)
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- Fix Pipeline support
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- Fix `LocalClearmlJob` setting failed status
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- Fix pipeline stopping all running steps
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- Fix nested pipeline component parent point to pipeline Task
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- Fix `PipelineController.start()` should not kill the process when done
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- Fix pipeline failing to create Step Task should cause the pipeline to be marked failed
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- Fix nested pipeline components missing pipeline tags
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- Fix images reported over history size were not sent if frequency was too high
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- Fix git detectors missing git repository without origin
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- Fix support for upload `LazyEvalWrapper` artifacts
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- Fix duplicate task dataset tags
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- Fix FileLock create target folder
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- Fix crash inside forked subprocess might leave SafeQueue in a locked state, causing `task.close()` to hang
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- Fix PyTorch distributed example `TimeoutSocket` issue in Windows
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- Fix broken `Dataset.finalize()`
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- Fix Python 3.5 compatibility
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### ClearML Agent 1.1.1
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**Features and Bug Fixes**
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- Add support for truncating task log file after reporting to server using `agent.truncate_task_output_files` configuration setting
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- Improve PyJWT resiliency support
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- Fix `--stop` checking default queue tag [ClearML Agent GitHub issue #80](https://github.com/allegroai/clearml-agent/issues/80)
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- Fix queue tag `default` does not exist and `--queue` not specified (try queue named `"default"`)
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- Fix Python 3.5 compatibility
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- Fix PY2.7 support for PyTorch
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### ClearML SDK 1.1.2
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### ClearML SDK 1.1.2
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**Bug Fix**
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**Bug Fix**
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