AzureML sdk2.0 benchmark pipeline

[jfomhover]

This is an attempt at rewriting our benchmark pipelines using the latest sdk2.0 from AzureML (preview)

[github-actions]

Unit Test Results for Build

  1 files  ±0    1 suites  ±0   1m 4s ⏱️ +3s
97 tests ±0  97 ✔️ ±0  0 💤 ±0  0 ❌ ±0 

Results for commit bc74d0c. ± Comparison against base commit ccad0cc.

♻️ This comment has been updated with latest results.

[github-actions]

Package	Line Rate	Branch Rate	Complexity
common	88%	0%	0
pipelines.azureml	83%	0%	0
scripts	100%	0%	0
scripts.data_processing.generate_data	93%	0%	0
scripts.data_processing.lightgbm_data2bin	95%	0%	0
scripts.data_processing.partition_data	92%	0%	0
scripts.inferencing.custom_win_cli	94%	0%	0
scripts.inferencing.lightgbm_c_api	75%	0%	0
scripts.inferencing.lightgbm_python	95%	0%	0
scripts.inferencing.treelite_python	94%	0%	0
scripts.model_transformation.treelite_compile	92%	0%	0
scripts.sample	93%	0%	0
scripts.training.lightgbm_python	80%	0%	0
Summary	87% (1516 / 1733)	0% (0 / 0)	0