twuebi commented on issue #482:
URL: https://github.com/apache/iceberg-rust/issues/482#issuecomment-2255302470

   Hi all,
   
   I agree with @sdd and suggest to stick with tracing. It is the default 
choice for logging in async applications and has the most wide-spread adoption. 
   
   Regarding performance arguments, I doubt that this matters in any real world 
benchmark of this crate, any tracing incurred overhead will be dwarfed by the 
network latencies of whatever storage cloud service serves the data files / 
roundtrips to DB catalog / API calls to a Rest catalog. I'm strongly in favor 
with sticking with a tried and tested implementation and put some real world 
benchmarks in place and only if those show tracing to be a bottleneck consider 
choosing a less active alternative.
   
   I also do not agree with the sentiment that it is a problem to address 
tracing & logging in the same crate. It rather provides very useful debugging 
utilities, e.g. when used in a server, some middleware can create a span 
containing a request id, now every (tracing-)log statement within that span 
will have the request id attached to it so your favorite log aggregator can 
filter by this request id to get all logs pertaining to it which is incredibly 
helpful when dealing with production issues.
   
   Regarding metrics, I'm not sure I understand the issue, there exists 
https://crates.io/crates/metrics-prometheus which provides integration of 
prometheus with metrics.rs.
   


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