atreyas commented on PR #7318:
URL: https://github.com/apache/iceberg/pull/7318#issuecomment-1559586373

   I ran some tests against an aritificial dataset of really small files that 
originally lead me to dive into the Async client. I found a couple of 
interesting results.
   (The dataset is based on 30k small parquet files ~40KB each derived from 
[Amazon Book reviews 
dataset](https://s3.amazonaws.com/amazon-reviews-pds/readme.html) )
   
   1. The async client consistently runs about 20% faster for compacting this 
dataset with default configuration
   2. The async client is also better at internally handling failures, so I see 
fewer task reruns, and the execution times are more stable/consistent than the 
older client.
   
   There is still some work required to run this against a standard datasets 
for validation, and potentially some tuning on the HTTP client 
choice/configurations. But at this point, it seems to overall take fewer system 
resources, and shows no downsides.


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