About 25 years ago, I anodized a limited amount of small parts. (Black)
If I had one that didn't turn out well, it went into a Nitric Acid dip for a few seconds to strip the black.
These were small parts that fit in a beaker. Think of 1" diameter cassette lock rings for a similarity.