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Don't see why that wouldn't work, but since we're a network-y library, I think it'd make sense to add retries as a configuration option to StacApiIO. I'm marking this issue as an enhancement to track.
The catalog was found to occasionally not be reachable and the pystac-client library does not yet offer an option to increase timeout or retry.
However, this is about to change in later versions: stac-utils/pystac-client#520.
Please refer the API error issue for the problems faced.
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