[Fix] Fix typos, init funcs, cacheable method of part3 of data transforms (#1784)
* fix typos and move args into cfg
* update docstring
* fix as comment
* fix lint
* update transforms as discussed before
* linting
* fix as comment
* fix lint
* fix lint and also update according to PackInput
* remove precommit change
* rename cacheable method
Co-authored-by:
liukuikun <641417025@qq.com>
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