@jing I will look into this on my end, maybe something to do with how we handle compression threading. In the meantime, you can set this env var to disable compression export LANGSMITH_DISABLE_RUN_COMPRESSION=true
I added the ability to disable multi-threaded compression in the LangSmith sdk as well as making some memory optimizations which should fix the issue you were seeing.
If you want to give compression another go (which will generally benefit memory utilization and trace ingest latency) I would try upgrading the latest langsmith version *(>= 0.4.19), re-enabling compression, and then setting the following: LANGSMITH_RUN_COMPRESSION_THREADS=0