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[BUG] attempting to load parquet tracing file throws ValueError #4720

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aaronbriel opened this issue Sep 23, 2024 · 1 comment
Open

[BUG] attempting to load parquet tracing file throws ValueError #4720

aaronbriel opened this issue Sep 23, 2024 · 1 comment
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bug Something isn't working triage issues that need triage

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@aaronbriel
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Describe the bug
I attempted to re-load saved phoenix tracings and it failed with

To Reproduce
Steps to reproduce the behavior:

  1. I imported libraries and configured tracing. This was following this notebook.
# Configuring OpenInference for tracing
from openinference.instrumentation.dspy import DSPyInstrumentor
from opentelemetry import trace as trace_api
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
from opentelemetry.sdk import trace as trace_sdk
from opentelemetry.sdk.resources import Resource
from opentelemetry.sdk.trace.export import SimpleSpanProcessor

endpoint = "http://127.0.0.1:6006/v1/traces"
resource = Resource(attributes={})
tracer_provider = trace_sdk.TracerProvider(resource=resource)
span_otlp_exporter = OTLPSpanExporter(endpoint=endpoint)
tracer_provider.add_span_processor(SimpleSpanProcessor(span_exporter=span_otlp_exporter))

trace_api.set_tracer_provider(tracer_provider=tracer_provider)
DSPyInstrumentor().instrument()

While my DSPy program was compiling, I was able to view the local phoenix server and tracings.

  1. I successfully saved the tracings:
import phoenix as px
my_traces = px.Client().get_trace_dataset().save('/Users/abriel/repos/project/experiments/dspy/data/phoenix_traces')
  1. I closed the notebook and attempted to re-load the saved tracings as follows:
px.launch_app(trace=px.TraceDataset.load('52f48ccc-1fba-440b-ade8-ba8b16d266bf', directory="/Users/abriel/repos/project/experiments/dspy/data/phoenix_traces/"))

The following error was thrown:

ValueError                                Traceback (most recent call last)
Cell In[3], line 3
      1 # Attempting to reload saved phoenix traces
      2 import phoenix as px
----> 3 px.launch_app(trace=px.TraceDataset.load('52f48ccc-1fba-440b-ade8-ba8b16d266bf', directory="/Users/abriel/repos/project/experiments/dspy/data/phoenix_traces/"))

File ~/miniforge3/envs/project-venv/lib/python3.12/site-packages/phoenix/session/session.py:567, in launch_app(primary, reference, corpus, trace, default_umap_parameters, host, port, run_in_thread, notebook_environment, use_temp_dir)
    564     database_url = get_env_database_connection_str()
    566 if run_in_thread:
--> 567     _session = ThreadSession(
    568         database_url,
    569         primary,
    570         reference,
    571         corpus,
    572         trace,
    573         default_umap_parameters,
    574         host=host,
    575         port=port,
    576         notebook_env=nb_env,
    577     )
    578     # TODO: catch exceptions from thread
    579 else:
    580     _session = ProcessSession(
    581         database_url,
...
    207         "conversation": row.get("conversation"),
    208     }
    209 )

ValueError: The truth value of an array with more than one element is ambiguous. Use a.any() or a.all()

Expected behavior
I expected the tracings to load and phoenix local server to start up.

Screenshots
If applicable, add screenshots to help explain your problem.

Environment (please complete the following information):

  • OS: MacOS (Sonoma 14.6)
  • Notebook Runtime Jupyter
  • Browser chrome
  • Version [e.g. 0.0.1]
    arize-phoenix 4.33.1
    arize-phoenix-evals 0.15.1
    arize-phoenix-otel 0.4.1

Additional context
The DSPy program optimization did fail prior to completion, but I'm not sure why that would effect loading the tracings as saving them was successful.

@aaronbriel aaronbriel added bug Something isn't working triage issues that need triage labels Sep 23, 2024
@mikeldking
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@aaronbriel Sorry you are facing issues. I'm not 100% sure the origin of your issue but wanted to let you know that you can set use_temp_dir to false in launch app. This will preserve your state across multiple sessions.

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Labels
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