fix eval in api server and cli for below issue:

https://github.com/google/adk-python/issues/651

PiperOrigin-RevId: 756906937

src/google/adk/cli/cli_tools_click.py

@@ -18,6 +18,8 @@ from datetime import datetime
 import logging
 import os
 import tempfile
+from typing import AsyncGenerator
+from typing import Coroutine
 from typing import Optional
 
 import click
@@ -267,9 +269,16 @@ def cli_eval(
 
   eval_set_to_evals = parse_and_get_evals_to_run(eval_set_file_path)
 
+  async def _collect_async_gen(
+      async_gen_coroutine: Coroutine[
+          AsyncGenerator[EvalResult, None], None, None
+      ],
+  ) -> list[EvalResult]:
+    return [result async for result in async_gen_coroutine]
+
   try:
-    eval_results = list(
+    eval_results = asyncio.run(
-        asyncio.run(
+        _collect_async_gen(
             run_evals(
                 eval_set_to_evals,
                 root_agent,

src/google/adk/cli/fast_api.py

@@ -24,7 +24,11 @@ import re
 import sys
 import traceback
 import typing
-from typing import Any, List, Literal, Optional, Union
+from typing import Any
+from typing import List
+from typing import Literal
+from typing import Optional
+from typing import Union
 
 import click
 from fastapi import FastAPI
@@ -52,7 +56,8 @@ from ..agents import RunConfig
 from ..agents.base_agent import BaseAgent
 from ..agents.live_request_queue import LiveRequest
 from ..agents.live_request_queue import LiveRequestQueue
-from ..agents.llm_agent import Agent, LlmAgent
+from ..agents.llm_agent import Agent
+from ..agents.llm_agent import LlmAgent
 from ..agents.run_config import StreamingMode
 from ..artifacts import InMemoryArtifactService
 from ..events.event import Event
@@ -467,8 +472,16 @@ def get_fast_api_app(
           "Eval ids to run list is empty. We will all evals in the eval set."
       )
     root_agent = await _get_root_agent_async(app_name)
-    eval_results = list(
+    return [
-        await run_evals(
+        RunEvalResult(
+            app_name=app_name,
+            eval_set_id=eval_set_id,
+            eval_id=eval_result.eval_id,
+            final_eval_status=eval_result.final_eval_status,
+            eval_metric_results=eval_result.eval_metric_results,
+            session_id=eval_result.session_id,
+        )
+        async for eval_result in run_evals(
             eval_set_to_evals,
             root_agent,
             getattr(root_agent, "reset_data", None),
@@ -476,21 +489,7 @@ def get_fast_api_app(
             session_service=session_service,
             artifact_service=artifact_service,
         )
-    )
+    ]
-
-    run_eval_results = []
-    for eval_result in eval_results:
-      run_eval_results.append(
-          RunEvalResult(
-              app_name=app_name,
-              eval_set_id=eval_set_id,
-              eval_id=eval_result.eval_id,
-              final_eval_status=eval_result.final_eval_status,
-              eval_metric_results=eval_result.eval_metric_results,
-              session_id=eval_result.session_id,
-          )
-      )
-    return run_eval_results
 
   @app.delete("/apps/{app_name}/users/{user_id}/sessions/{session_id}")
   def delete_session(app_name: str, user_id: str, session_id: str):