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Add ClearML SDK 1.1.0 release notes

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allegroai 2021-09-19 19:46:44 +03:00
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---
title: Version 1.1
---
### ClearML SDK 1.1.0
:::info Breaking Changes
New `PipelineController` v2 was introduced. New constructor is not backwards compatible!
ClearML will no longer try to use the demo server by default (change this by setting the `CLEARML_NO_DEFAULT_SERVER=0` environment variable)
`Task.completed()` was deprecated, use `Task.mark_completed()` instead
:::
**Features**
- Add Task Trigger Scheduler
- Add Task Cron Scheduler
- Add PipelineController from function
- Add PipelineDecorator (`PipelineDecorator.pipeline` and `PipelineDecorator.component` decorators for full custom pipeline logic)
- Add xgboost auto metric logging [ClearML GitHub issue #381](https://github.com/allegroai/clearml/issues/381)
- Add `sdk.storage.log.report_upload_chunk_size_mb` and `sdk.storage.log.report_download_chunk_size_mb` configuration options to control upload/download log reporting [ClearML GitHub issue #424](https://github.com/allegroai/clearml/issues/424)
- Add new optional `auto_connect_frameworks` argument value to `Task.init()` (e.g. `auto_connect_frameworks={'tfdefines':False}`) to allow disabling TF defines [ClearML GitHub issue #408](https://github.com/allegroai/clearml/issues/408)
- Add support for `CLEARNL_CONFIG_VERBOSE` environment variable to allow external control over verbosity of the configuration loading process
- Add support for uploading artifacts with a list of files using `Task.upload_artifcats(name, [Path(), Path()])`
- Add missing *clearml-task* parameters `--docker_args`, `--docker_bash_setup_script` and `--output-uri`
- Change `CreateAndPopulate` will auto list packages imported but not installed locally
- Add `clearml.task.populate.create_task_from_function()` to create a Task from a function, wrapping function input arguments into hyper-parameter section as kwargs and storing function results as named artifacts
- Add support for Task serialization (e.g. for pickle)
- Add `Task.get_configuration_object_as_dict()`
- Add `docker_image` argument to `Task.set_base_docker()` (deprecate `docker_cmd`)
- Add `auto_version_bump` argument to `PipelineController`
- Add `sdk.development.detailed_import_report` configuration option to provide a detailed report of all python package imports
- Set current Task as Dataset parent when creating dataset
- Add support for deferred configuration
- Examples
- Add Pipeline v2 examples
- Add `TaskScheduler` and `TriggerScheduler` examples
- Add pipeline controller callback example
- Improve existing examples and docstrings
**Bug Fixes**
- Fix poltly plots converting `NaN` to `nan` instead of `null` [ClearML GitHub issue #373](https://github.com/allegroai/clearml/issues/373)
- Fix deprecation warning [ClearML GitHub issue #376](https://github.com/allegroai/clearml/issues/376)
- Fix plotly multi-index without index names [ClearML GitHub issue #399](https://github.com/allegroai/clearml/issues/399)
- Fix click support [ClearML GitHub issue #437](https://github.com/allegroai/clearml/issues/437)
- Fix docstring [ClearML GitHub issue #438](https://github.com/allegroai/clearml/issues/438)
- Fix passing `task-type` to *clearml-task* [ClearML GitHub issue #422](https://github.com/allegroai/clearml/issues/422)
- Fix `clearml-task --version` throws an error [ClearML GitHub issue #422](https://github.com/allegroai/clearml/issues/422)
- Fix *clearml-task* ssh repository links are not detected as remote repositories [ClearML GitHub issue #423](https://github.com/allegroai/clearml/issues/423)
- Fix `getattr` throws an exception [ClearML GitHub issue #426](https://github.com/allegroai/clearml/issues/426)
- Fix encoding while saving notebook preview [ClearML GitHub issue #443](https://github.com/allegroai/clearml/issues/443)
- Fix poetry toml file without requirements.txt [ClearML GitHub issue #444](https://github.com/allegroai/clearml/issues/444)
- Fix `PY3.x` fails calling `SemLock._after_fork` with forkserver context, forking while lock is acquired [ClearML Agent GitHub issue #73](https://github.com/allegroai/clearml-agent/issues/73)
- Fix wrong download path in `StorageManager.download_folder()`
- Fix jupyter notebook `display(...)` convert to `print(...)`
- Fix Tensorflow `add_image()` with `description='text'`
- Fix `Task.close()` should remove `current_task()` reference
- Fix `TaskScheduler` weekdays, change default `execute_immediately` to `False`
- Fix Python2 compatibility
- Fix *clearml-task* exit with error when failing to verify `output_uri` (output warning instead)
- Fix unsafe Google Storage delete object
- Fix multi-process spawning wait-for-uploads can create a deadlock in very rare cases
- Fix `task.set_parent()` fails when passing Task object
- Fix `PipelineController` skipping queued Tasks
- Remove `humanfriendly` dependency (unused)
### ClearML Agent 1.1.0
:::info Breaking Changes