Add gzip Filter support

[lesserwhirls]

Discussed in #1491

^{Originally posted by runnerzz September 29, 2025}

When attempting to read a file in zarr format, an error occurred. The error message is similar to that of the.zarry file in the zarr format as shown in the figure. Could you please help reply and explain the reason for this error?