diff --git a/pyproject.toml b/pyproject.toml index 2729a5c..d4f3da6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -9,7 +9,7 @@ dependencies = [ "llama-index-embeddings-azure-openai>=0.3.8", "llama-index-llms-azure-openai>=0.3.2", "openinference-instrumentation-llama-index>=4.3.0", - "uipath>=2.1.10, <2.2.0", + "uipath>=2.1.28.dev1005170000,<2.1.28.dev1005180000", ] classifiers = [ "Development Status :: 3 - Alpha", @@ -91,3 +91,5 @@ url = "https://test.pypi.org/simple/" publish-url = "https://test.pypi.org/legacy/" explicit = true +[tool.uv.sources] +uipath = { index = "testpypi" } \ No newline at end of file diff --git a/src/uipath_llamaindex/_cli/_tracing/_oteladapter.py b/src/uipath_llamaindex/_cli/_tracing/_oteladapter.py index 6aa4a05..77f4c6a 100644 --- a/src/uipath_llamaindex/_cli/_tracing/_oteladapter.py +++ b/src/uipath_llamaindex/_cli/_tracing/_oteladapter.py @@ -1,101 +1,26 @@ -import json import logging from typing import Any, Dict from opentelemetry.sdk.trace.export import ( SpanExportResult, ) -from uipath.tracing import LlmOpsHttpExporter +from uipath.tracing import CommonSpanProcessor, LlmOpsHttpExporter logger = logging.getLogger(__name__) class LlamaIndexExporter(LlmOpsHttpExporter): - # Mapping of old attribute names to new attribute names or (new name, function) - ATTRIBUTE_MAPPING = { - "input.value": ("input", lambda s: json.loads(s)), - "output.value": ("output", lambda s: json.loads(s)), - "llm.model_name": "model", - } - - # Mapping of span types - SPAN_TYPE_MAPPING = { - "LLM": "completion", - # Add more mappings as needed - } - def __init__(self, **kwargs): super().__init__(**kwargs) + self._processor = CommonSpanProcessor() def _send_with_retries( self, url: str, payload: list[Dict[str, Any]], max_retries: int = 4 ) -> SpanExportResult: - # Transform attributes in each span's payload before sending - for span_data in payload: - if "Attributes" in span_data and isinstance(span_data["Attributes"], str): - try: - # Parse the JSON string to a dictionary - attributes = json.loads(span_data["Attributes"]) - - if "openinference.span.kind" in attributes: - # Remove the span kind attribute - span_type = attributes["openinference.span.kind"] - # Map span type using SPAN_TYPE_MAPPING - span_data["SpanType"] = self.SPAN_TYPE_MAPPING.get( - span_type, span_type - ) - del attributes["openinference.span.kind"] - - # Apply the transformation logic - for old_key, mapping in self.ATTRIBUTE_MAPPING.items(): - if old_key in attributes: - if isinstance(mapping, tuple): - new_key, func = mapping - try: - attributes[new_key] = func(attributes[old_key]) - except Exception: - attributes[new_key] = attributes[old_key] - else: - new_key = mapping - attributes[new_key] = attributes[old_key] - del attributes[old_key] - - # Transform token usage data if present - token_keys = { - "llm.token_count.prompt": "promptTokens", - "llm.token_count.completion": "completionTokens", - "llm.token_count.total": "totalTokens", - } - - # Check if any token count keys exist - if any(key in attributes for key in token_keys): - usage = {} - for old_key, new_key in token_keys.items(): - if old_key in attributes: - usage[new_key] = attributes[old_key] - del attributes[old_key] - - # Add default values for BYO execution fields - usage["isByoExecution"] = False - # usage["executionDeploymentType"] = "PAYGO" - - # Add usage to attributes - attributes["usage"] = usage - - # Clean up any other token count attributes - keys_to_remove = [ - k for k in attributes if k.startswith("llm.token_count.") - ] - for key in keys_to_remove: - del attributes[key] - - # Convert back to JSON string - span_data["attributes"] = json.dumps(attributes) - except json.JSONDecodeError as e: - logger.warning(f"Failed to parse attributes JSON: {e}") - + processed_payload = [self._processor.process_span(span) for span in payload] return super()._send_with_retries( url=url, - payload=payload, + payload=processed_payload, max_retries=max_retries, ) + diff --git 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