Hi! Which version of datasets are you using? We’ve made some improvements in the latest release (2.8.0) to optimize decoding, so use this version for the best performance.
Also, unlike select (creates an indices mapping), filter writes a new dataset to disk/memory, which can take some time for larger datasets (some benefits are faster indexing, etc.)