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Add OpenAPI tool call/output normalization #45538

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Add OpenAPI tool call/output normalization #45538

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30 changes: 19 additions & 11 deletions ...luation/azure-ai-evaluation/azure/ai/evaluation/_evaluators/_common/_base_prompty_eval.py
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Original file line number Diff line number Diff line change
Expand Up @@ -75,20 +75,28 @@ def _drop_mcp_approval_messages(messages):


def _normalize_function_call_types(messages):
"""Normalize function_call/function_call_output types to tool_call/tool_result."""
"""Normalize function_call/function_call_output/openapi_call/openapi_call_output types to tool_call/tool_result."""
if not isinstance(messages, list):
return messages
for msg in messages:
if isinstance(msg, dict) and isinstance(msg.get("content"), list):
for item in msg["content"]:
if isinstance(item, dict) and item.get("type") == "function_call":
item["type"] = "tool_call"
if "function_call" in item:
item["tool_call"] = item.pop("function_call")
elif isinstance(item, dict) and item.get("type") == "function_call_output":
item["type"] = "tool_result"
if "function_call_output" in item:
item["tool_result"] = item.pop("function_call_output")
if not isinstance(msg, dict) or not isinstance(msg.get("content"), list):
continue
for item in msg["content"]:
if not isinstance(item, dict):
continue
t = item.get("type")
if t == "function_call":
item["type"] = "tool_call"
elif t == "function_call_output":
item["type"] = "tool_result"
if "function_call_output" in item:
item["tool_result"] = item.pop("function_call_output")
elif t == "openapi_call":
item["type"] = "tool_call"
elif t == "openapi_call_output":
item["type"] = "tool_result"
if "openapi_call_output" in item:
item["tool_result"] = item.pop("openapi_call_output")
return messages


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