allegroai/clearml v1.1.5

PyPI v1.1.5 - ClearML

on GitHub

Features

• Add support for jsonargpraser (#403)
• Add HyperParameterOptimizer.get_top_experiments_details() returns the hparams and metrics of the top performing experiments of an HPO (#473)
• Allow overriding initial iteration offset using environment variable (CLEARML_SET_ITERATION_OFFSET) or Task.init(continue_last_task==<offset>) (#496)
• Add better input handling for clearml-init in colab (#515)
• Add environment variable for default request method (#521)
• Add LocalClearmlJob as possible option for HPO (#525)
• Add convenience functionality to clearml-data (#526)
• Add support for vscode-jupyter (microsoft/vscode-jupyter#8531)
• Improve detection of running reporting subprocess (including zombie state)
• Support controlling S3/Google Cloud Storage _stream_download_pool_connections using the stream_connections configuration setting in clearml.conf (default 128)
• Add warning when loosing reporting subprocess
• Add Model.remove() to allow removing a model from the model repository
• Add HTTP download timeout control (change default connection timeout to 30 seconds)
• Add initial setup callback to monitoring class
• Add Task.get_reported_plots()
• Allow Monitor.get_query_parameters to override defaults
• Add support for Google Cloud Storage pool_connections and pool_maxsize overrides
• Add last worker time to AutoScaler
• Add warning when opening an aborted Dataset
• Store multi-pipeline execution plots on the master pipeline Task
• Support pipeline return value stored on pipeline Task
• Add PipelineDecorator.multi_instance_support
• Add PipelineDecorator to clearml and clearml.automation namespaces
• Documentation and examples
  • Update docstrings (#501)
  • Add Markdown in pipeline jupyter notebooks (#502)
  • Update pipeline example (#494)
  • Add abseil example (#509)
  • Change README to dark theme (#513)
  • Update XGBoost example (#524)
  • Change example name (#528)

Bug Fixes

• Fix TriggerScheduler on Dataset change (#491)
• Fix links in Jupyter Notebooks (#505)
• Fix pandas delta datetime conversion (#510)
• Fix matplotlib auto-magic detect bar graph series name (#518)
• Fix path limitation on storage services (posix, object storage) when storing target artifacts by limiting length of project name (full path) and task name used for object path (#516)
• Fix multi-processing context block catching exception
• Fix Google Cloud Storage with no default project causes a crash
• Fix main process's reporting subprocess lost, switch back to thread mode
• Fix forked StorageHelper should use its own ThreadExecuter
• Fix local StorageHelper.delete() raising exception on non existing file instead of returning false
• Fix StorageHelper rename partial file throwing errors on multiple access
• Fix resource monitor fails on permission issues (skip over parts)
• Fix reusing Task does not reset it
• Fix support clearml PyCharm Plugin 1.0.2 (support partial pycharm git repo sync)
• Fix Task.reset() force argument ineffective
• Fix PY3.5 compatibility
• Fix validation error causes infinite loop
• Fix tasks schema prevents sending null container parts
• Fix missing CLEARML_SET_ITERATION_OFFSET definition
• Fix Model.get_weights_package() returns None on error
• Fix download progress bar based on sdk.storage.log.report_download_chunk_size_mb configuration
• Fix Conda lists the CudaToolkit version installed (for the agent to reproduce)
• Fix Jupyter kernel shutdown causing nested atexit callbacks leaving Task in running state
• Fix multi-subprocess can cause Task to hand at close
• Fix TF 2.7 support (get logdir on with multiple TB writers)