[Feature] Immutable writer for datasets #8660

Job	Run time
build-wheel-linux (3.8, cp38-cp38, --index-url https://download.pytorch.org/whl/cpu, "['cpu', '11...	1m 40s
build-wheel-linux (3.9, cp39-cp39, --index-url https://download.pytorch.org/whl/cpu, "['cpu', '11...	1m 32s
build-wheel-linux (3.10, cp310-cp310, --index-url https://download.pytorch.org/whl/cpu, "['cpu', ...	1m 32s
build-wheel-linux (3.11, cp311-cp311, --index-url https://download.pytorch.org/whl/cpu, "['cpu', ...	1m 43s
build-wheel-mac (3.8, 3.8)	1m 47s
build-wheel-windows (3.8, 3.8)	1m 57s
build-wheel-mac (3.9, 3.9)	1m 58s
build-wheel-windows (3.9, 3.9)	3m 23s
build-wheel-mac (3.10, 3.10.3)	1m 58s
build-wheel-windows (3.10, 3.10.3)	3m 11s
build-wheel-mac (3.11, 3.11)	2m 21s
build-wheel-windows (3.11, 3.11)	2m 8s
test-wheel (linux, ubuntu-20.04, 3.8)	2m 4s
test-wheel (linux, ubuntu-20.04, 3.9)	1m 59s
test-wheel (linux, ubuntu-20.04, 3.10)	2m 14s
test-wheel (linux, ubuntu-20.04, 3.11)	2m 5s
test-wheel (mac, macos-latest, 3.8)	2m 13s
test-wheel (mac, macos-latest, 3.9)	2m 5s
test-wheel (mac, macos-latest, 3.10)	2m 6s
test-wheel (mac, macos-latest, 3.11)	2m 13s
test-wheel-windows (3.8)	3m 31s
test-wheel-windows (3.9)	3m 16s
test-wheel-windows (3.10)	3m 30s
test-wheel-windows (3.11)	3m 31s
	55m 57s

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