test: generate unique chat completion IDs for replayed responses

When replaying recorded chat completion responses, the original chat IDs
cause conflicts due to SQLite unique constraints. Generate new UUIDs for
both ChatCompletion and ChatCompletionChunk objects to ensure each
replayed response has a unique identifier.

This fixes test failures when running integration tests in replay mode
with recorded chat completion responses.

Author: derekhiggins

llama_stack/testing/inference_recorder.py

@@ -10,12 +10,15 @@
 import json
 import os
 import sqlite3
+import uuid
 from collections.abc import Generator
 from contextlib import contextmanager
 from enum import StrEnum
 from pathlib import Path
 from typing import Any, Literal, cast
 
+from openai.types.chat import ChatCompletion, ChatCompletionChunk
+
 from llama_stack.log import get_logger
 
 logger = get_logger(__name__, category="testing")
@@ -248,6 +251,20 @@ async def _patched_inference_method(original_method, self, client_type, endpoint
         recording = _current_storage.find_recording(request_hash)
         if recording:
             response_body = recording["response"]["body"]
+            if (
+                isinstance(response_body, list)
+                and len(response_body) > 0
+                and isinstance(response_body[0], ChatCompletionChunk)
+            ):
+                # We can't replay chatcompletions with the same id and we store them in a sqlite database with a unique constraint on the id.
+                # So we generate a new id and replace the old one.
+                newid = uuid.uuid4().hex
+                response_body[0].id = "chatcmpl-" + newid
+            elif isinstance(response_body, ChatCompletion):
+                # We can't replay chatcompletions with the same id and we store them in a sqlite database with a unique constraint on the id.
+                # So we generate a new id and replace the old one.
+                newid = uuid.uuid4().hex
+                response_body.id = "chatcmpl-" + newid
 
             if recording["response"].get("is_streaming", False):