Add logging messages to DatasetDict #6871

	name: benchmarks
	on: [push]
	jobs:
	run:
	runs-on: [ubuntu-latest]
	container: ghcr.io/iterative/cml
	steps:
	- uses: actions/checkout@v3
	- name: cml_run
	env:
	CML_DRIVER_TOKEN: ${{ secrets.GITHUB_TOKEN }}
	run: \|
	# See https://github.com/actions/checkout/issues/760
	git config --global --add safe.directory /__w/datasets/datasets

	# Your ML workflow goes here

	pip install --upgrade pip
	pip install setuptools wheel
	pip install -e .[benchmarks]

	# pyarrow==8.0.0
	pip install pyarrow==8.0.0

	dvc repro --force

	git fetch --prune
	dvc metrics diff --json main > report.json

	python ./benchmarks/format.py report.json report.md

	echo "<details>\n<summary>Show benchmarks</summary>\n\nPyArrow==8.0.0\n" > final_report.md
	cat report.md >> final_report.md

	# pyarrow
	pip install pyarrow --upgrade

	dvc repro --force

	git fetch --prune
	dvc metrics diff --json main > report.json

	python ./benchmarks/format.py report.json report.md

	echo "\nPyArrow==latest\n" >> final_report.md
	cat report.md >> final_report.md
	echo "\n</details>" >> final_report.md

	cml comment create final_report.md

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