v0.1.5

Released on November 29, 2022.

Key Features

• Enables operators running on Kubernetes to access GPUs and set RAM and CPU
  requirements. Note that using a GPU requires your Kubernetes cluster to
  already have GPU machines attached. See our
  documentation for more details.

@op(resources={'num_cpus': 2, 'memory': '5Gb', 'gpu_resource_name': 'nvidia.com/gpu'})
def my_operator_with_many_resources():
  return 1

• Similarly, functions running on AWS Lambda can have memory requirement
  set using the syntax above; AWS Lambda does not support setting CPU requirement
  and it does not support GPUs.

Enhancements

• Enables operator previews to execute using different integrations, including
  using the resource constraints described above.
• Allows for the execution engine to be set globally for a client instance. See
  more details
  here:

aq.global_config({'engine': 'my_k8s_integration'})

Bugfixes

• Fixes bug where a Kubernetes pod that ran out of memory would fail silently.

All Changes

v0.1.4...v0.1.5

All commits

• Add ability to configure memory and number of CPUs on K8s backend by @kenxu95 in #701
• Fixes lint warning on version_selector component by @agiron123 in #708
• ENG-1870: Remove unused code from frontend by @agiron123 in #712
• Handle OOM exceptions gracefully in Kubernetes by @kenxu95 in #714
• Enables GPUs on K8s engine by @hsubbaraj-spiral in #717
• Enable Preview Using Different Engines by @Fanjia-Yan in #696
• Eng 1905 refactor artifact collection into model by @eunice-chan in #662
• Fix broken Lambda execution by @kenxu95 in #727
• Fix Run Notebook Fail Resulted From Python Setup by @Fanjia-Yan in #728
• Eng 1907 refactor integration collection into model by @eunice-chan in #663
• Eng 1908 refactor notification collection into model by @eunice-chan in #664
• Eng 1910 refactor operator_result collection into model by @eunice-chan in #667
• ENG-2032 Fix Workflows Back Navigation by @agiron123 in #730
• Adds ability to configure memory for Lambda-backed operators by @kenxu95 in #729
• Defines DAG model and repo by @saurav-c in #705
• Builds many improvements into SDK integration test suite by @kenxu95 in #732
• Defines DAGResult model and repo by @saurav-c in #711
• Defines DAGEdge model and repo by @saurav-c in #713
• Defines watcher model and repo by @saurav-c in #715
• ENG-2047 Bugfix: User unable to switch workflows after hitting back button in browser by @agiron123 in #739
• Ready for release 0.1.5 by @cw75 in #736