---
title: Version 1.15
---

### ClearML 1.15.1

**Bug Fixes**
* Fix autoscaler should recheck that the worker is still idle before shutting it down ([ClearML GitHub issue #1202](https://github.com/allegroai/clearml/issues/1202))
* Fix resource monitor fails to get GPU stats in some edge cases

### ClearML 1.15.0

**New Features**
* Add draft option to pipeline steps ([ClearML GitHub PR #1226](https://github.com/allegroai/clearml/pull/1226))
* Add support for custom working directory for pipelines ([ClearML GitHub issue #1194](https://github.com/allegroai/clearml/issues/1194))
* Add `Task.get_requirements()` method that returns the task's requirements
* Allow controlling the number of threads used by `StorageManager.download_folder()` using the `max_workers` argument
* Update examples dependencies
* Improve auto populate in `Task.init()`

**Bug Fixes**
* Fix UTF-8 script code encoding issue ([ClearML GitHub issue #1207](https://github.com/allegroai/clearml/issues/1207))
* Fix Colab docs ([ClearML GitHub issue #1204](https://github.com/allegroai/clearml/issues/1204))
* Fix metrics reporting with `OutputModel` while in offline mode results in an error ([ClearML GitHub issue #1172](https://github.com/allegroai/clearml/issues/1172))
* Fix task running in Google Colab doesn't properly get the notebook diff ([ClearML GitHub issue #1204](https://github.com/allegroai/clearml/issues/1204))
* Fix hydra binds break in offline mode ([ClearML GitHub issue #1215](https://github.com/allegroai/clearml/issues/1215))
* Fix HPO crashes when optimizing for single value scalars ([ClearML GitHub issue #1221](https://github.com/allegroai/clearml/issues/1221))
* Fix GPU info such as `gpu_memory` and `gpu_type` is not being collected in some cases
* Fix `clearml-data` CLI tool moves non-dataset tasks to a `.dataset` project when the respective task is not a dataset
* Fix pandas `DataFrame` artifacts with hierarchical indices get mangled by the CSV round-trip
* Fix `urllib3` sends deprecation warning when setting `ssl_version`
* Fix `Task.connect(dict)` return value is not dict-compatible
* Fix `jsonargparse` sub-command config parsing
* Fix Lightning integration crashes when a config entry contains `.` in its name
* Fix Python 3.5 compatibility