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Troubleshooting Transient Error in LlamaIndex Trace Exporting

·Jan 10, 2025 08:38 PM

Hello 👋 I have followed the LlamaIndex set up guide and everything works and I get traces, but I see this error in the console multiple times:

Transient error StatusCode.RESOURCE_EXHAUSTED encountered while exporting traces to otlp.arize.com, retrying in 32s

Can you please help me figure out why that error is showing up?

5 comments

· Sorted by Oldest

Pablo V.
·
Hello Dat, sorry for the late reply, I've been on a holiday trip. I'm not sure what you mean by span, but I guess you mean how long are the traces I'm sending to Arize AI. Well, they can be big, having around 50 results from the retriever, with big chunks of text, and then we have a pipeline with multiple processes cleaning, organizing and reranking those results, so, the spans can be big. The issue can be that I'm sending too much stuff to Arize? Is this something that only happens on the free accounts or does it happen also in the paid accounts?
Pablo V.
·
Okay, thanks Dat

·

Hello 🔒[private user], something is off, I'm not getting traces in real time, if I'm in Europe I have to follow a different setup?

tracer_provider = register(
    space_id=os.environ.get("ARIZE_SPACE_ID"),
    api_key=os.environ.get("ARIZE_API_KEY"),
    project_name=os.environ.get("ARIZE_PROJECT_NAME"),
)
LlamaIndexInstrumentor().instrument(tracer_provider=tracer_provider)

Pablo V.
·
I see, that explains why I see the traces after some time
Pablo V.
·
how long can this indexing step take?