From b1225b67ff1ac0dfcabbf15c0a6eae517b3103c2 Mon Sep 17 00:00:00 2001
From: loyce-cheng <129246079+loyce-cheng@users.noreply.github.com>
Date: Sat, 3 Oct 2026 20:44:41 +0800
Subject: [PATCH] chore(perf): enforce F401 and remove unused imports

---
 evalscope/perf/core/metrics_consumer.py           | 2 +-
 evalscope/perf/core/strategies/multi_turn.py      | 4 ++--
 evalscope/perf/plugin/api/custom_api.py           | 2 +-
 evalscope/perf/plugin/api/dashscope_api.py        | 2 +-
 evalscope/perf/plugin/api/openai_embedding_api.py | 2 +-
 evalscope/perf/plugin/api/openai_rerank_api.py    | 2 +-
 evalscope/perf/plugin/datasets/base.py            | 2 +-
 evalscope/perf/plugin/datasets/custom.py          | 2 +-
 evalscope/perf/plugin/datasets/flickr8k.py        | 2 +-
 evalscope/perf/plugin/datasets/kontext_bench.py   | 2 +-
 evalscope/perf/plugin/datasets/line_by_line.py    | 1 -
 evalscope/perf/plugin/datasets/longalpaca.py      | 2 +-
 evalscope/perf/plugin/datasets/multi_turn.py      | 2 +-
 evalscope/perf/plugin/datasets/openqa.py          | 2 +-
 evalscope/perf/plugin/datasets/rerank_dataset.py  | 2 +-
 evalscope/perf/plugin/datasets/speed_benchmark.py | 2 +-
 evalscope/perf/plugin/datasets/swe_smith.py       | 4 ++--
 evalscope/perf/plugin/registry.py                 | 2 +-
 evalscope/perf/utils/perf_models.py               | 1 -
 evalscope/perf/utils/report/generate_report.py    | 3 +--
 pyproject.toml                                    | 2 +-
 21 files changed, 21 insertions(+), 24 deletions(-)

diff --git a/evalscope/perf/core/metrics_consumer.py b/evalscope/perf/core/metrics_consumer.py
index 6844d2383..62fdedaf0 100644
--- a/evalscope/perf/core/metrics_consumer.py
+++ b/evalscope/perf/core/metrics_consumer.py
@@ -7,7 +7,7 @@
 
 from evalscope.constants import HEARTBEAT_INTERVAL_SEC
 from evalscope.perf.arguments import Arguments
-from evalscope.perf.core.http_client import AioHttpClient, test_connection
+from evalscope.perf.core.http_client import test_connection
 from evalscope.perf.utils.benchmark_util import Metrics, MetricsAccumulator
 from evalscope.perf.utils.db_util import create_result_table, get_result_db_path, insert_benchmark_data
 from evalscope.perf.utils.handler import exception_handler
diff --git a/evalscope/perf/core/strategies/multi_turn.py b/evalscope/perf/core/strategies/multi_turn.py
index a8203c9a3..b865f9e6c 100644
--- a/evalscope/perf/core/strategies/multi_turn.py
+++ b/evalscope/perf/core/strategies/multi_turn.py
@@ -1,12 +1,12 @@
 import asyncio
 import time
-from typing import TYPE_CHECKING, Any, Dict, List, Optional
+from typing import TYPE_CHECKING, List, Optional
 
 import numpy as np
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.core.strategies.base import BenchmarkStrategy
-from evalscope.perf.plugin.datasets.base import Conversation, Message, Turn
+from evalscope.perf.plugin.datasets.base import Conversation, Message
 from evalscope.utils.logger import get_logger
 
 if TYPE_CHECKING:
diff --git a/evalscope/perf/plugin/api/custom_api.py b/evalscope/perf/plugin/api/custom_api.py
index 732a6627a..fe3481ac0 100644
--- a/evalscope/perf/plugin/api/custom_api.py
+++ b/evalscope/perf/plugin/api/custom_api.py
@@ -1,5 +1,5 @@
 import json
-from typing import Any, AsyncGenerator, Dict, List, Tuple, Union
+from typing import Dict, List, Tuple, Union
 
 import aiohttp
 
diff --git a/evalscope/perf/plugin/api/dashscope_api.py b/evalscope/perf/plugin/api/dashscope_api.py
index 91a73e834..d5616c41e 100644
--- a/evalscope/perf/plugin/api/dashscope_api.py
+++ b/evalscope/perf/plugin/api/dashscope_api.py
@@ -1,6 +1,6 @@
 import json
 import os
-from typing import Any, Dict, Iterator, List
+from typing import Dict, List
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.multi_turn_args import _sample_int_or_range
diff --git a/evalscope/perf/plugin/api/openai_embedding_api.py b/evalscope/perf/plugin/api/openai_embedding_api.py
index 990feb036..fea63a773 100644
--- a/evalscope/perf/plugin/api/openai_embedding_api.py
+++ b/evalscope/perf/plugin/api/openai_embedding_api.py
@@ -4,7 +4,7 @@
 import sys
 import time
 import traceback
-from typing import Any, Dict, List, Tuple, Union
+from typing import Dict, List, Tuple, Union
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.plugin.api.base import ApiPluginBase
diff --git a/evalscope/perf/plugin/api/openai_rerank_api.py b/evalscope/perf/plugin/api/openai_rerank_api.py
index de2c39c2e..d1c2ff3e7 100644
--- a/evalscope/perf/plugin/api/openai_rerank_api.py
+++ b/evalscope/perf/plugin/api/openai_rerank_api.py
@@ -4,7 +4,7 @@
 import sys
 import time
 import traceback
-from typing import Any, Dict, List, Tuple, Union
+from typing import Dict, List, Tuple, Union
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.plugin.api.base import ApiPluginBase
diff --git a/evalscope/perf/plugin/datasets/base.py b/evalscope/perf/plugin/datasets/base.py
index 494cb2498..3e103b563 100644
--- a/evalscope/perf/plugin/datasets/base.py
+++ b/evalscope/perf/plugin/datasets/base.py
@@ -1,7 +1,7 @@
 import json
 import os
 from abc import abstractmethod
-from dataclasses import dataclass, field
+from dataclasses import dataclass
 from typing import Any, ClassVar, Dict, Iterator, List, Optional, Tuple, Type, Union
 
 from evalscope.api.dataset.hub import download_dataset_file, load_dataset_from_hub
diff --git a/evalscope/perf/plugin/datasets/custom.py b/evalscope/perf/plugin/datasets/custom.py
index c773d052b..d7efdc034 100644
--- a/evalscope/perf/plugin/datasets/custom.py
+++ b/evalscope/perf/plugin/datasets/custom.py
@@ -1,5 +1,5 @@
 import json
-from typing import Any, Dict, Iterator, List
+from typing import Dict, Iterator, List
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.plugin.datasets.base import Conversation, DatasetPluginBase, Message, Messages, Turn
diff --git a/evalscope/perf/plugin/datasets/flickr8k.py b/evalscope/perf/plugin/datasets/flickr8k.py
index 8178e0195..1a3c66a49 100644
--- a/evalscope/perf/plugin/datasets/flickr8k.py
+++ b/evalscope/perf/plugin/datasets/flickr8k.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict, Iterator, List
+from typing import Dict, Iterator, List
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.plugin.datasets.base import DatasetPluginBase
diff --git a/evalscope/perf/plugin/datasets/kontext_bench.py b/evalscope/perf/plugin/datasets/kontext_bench.py
index 1c9a8bc6d..3e20341b2 100644
--- a/evalscope/perf/plugin/datasets/kontext_bench.py
+++ b/evalscope/perf/plugin/datasets/kontext_bench.py
@@ -1,4 +1,4 @@
-from typing import Any, Dict, Iterator, List
+from typing import Dict, Iterator, List
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.plugin.datasets.base import DatasetPluginBase
diff --git a/evalscope/perf/plugin/datasets/line_by_line.py b/evalscope/perf/plugin/datasets/line_by_line.py
index f38eb5d15..c0951ffde 100644
--- a/evalscope/perf/plugin/datasets/line_by_line.py
+++ b/evalscope/perf/plugin/datasets/line_by_line.py
@@ -1,5 +1,4 @@
 import json
-import sys
 from typing import Any, Dict, Iterator, List, Union
 
 from evalscope.perf.arguments import Arguments
diff --git a/evalscope/perf/plugin/datasets/longalpaca.py b/evalscope/perf/plugin/datasets/longalpaca.py
index c1a82f0ec..6b59b6374 100644
--- a/evalscope/perf/plugin/datasets/longalpaca.py
+++ b/evalscope/perf/plugin/datasets/longalpaca.py
@@ -1,5 +1,5 @@
 import os
-from typing import Any, Dict, Iterator, List
+from typing import Dict, Iterator, List
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.plugin.datasets.base import DatasetPluginBase
diff --git a/evalscope/perf/plugin/datasets/multi_turn.py b/evalscope/perf/plugin/datasets/multi_turn.py
index e3cb73467..99e07038a 100644
--- a/evalscope/perf/plugin/datasets/multi_turn.py
+++ b/evalscope/perf/plugin/datasets/multi_turn.py
@@ -31,7 +31,7 @@
 
 import json
 import os
-from typing import Any, Dict, Iterator, List
+from typing import Dict, Iterator, List
 
 import numpy as np
 
diff --git a/evalscope/perf/plugin/datasets/openqa.py b/evalscope/perf/plugin/datasets/openqa.py
index aba959ad2..cc76e355e 100644
--- a/evalscope/perf/plugin/datasets/openqa.py
+++ b/evalscope/perf/plugin/datasets/openqa.py
@@ -1,6 +1,6 @@
 import json
 import os
-from typing import Any, Dict, Iterator, List
+from typing import Dict, Iterator, List
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.plugin.datasets.base import DatasetPluginBase
diff --git a/evalscope/perf/plugin/datasets/rerank_dataset.py b/evalscope/perf/plugin/datasets/rerank_dataset.py
index 5cc9d7121..d305aae8e 100644
--- a/evalscope/perf/plugin/datasets/rerank_dataset.py
+++ b/evalscope/perf/plugin/datasets/rerank_dataset.py
@@ -5,7 +5,7 @@
 
 import json
 import os
-from typing import Dict, Iterator, List
+from typing import Dict, Iterator
 
 import numpy as np
 
diff --git a/evalscope/perf/plugin/datasets/speed_benchmark.py b/evalscope/perf/plugin/datasets/speed_benchmark.py
index bf9ed1611..e6b143c07 100644
--- a/evalscope/perf/plugin/datasets/speed_benchmark.py
+++ b/evalscope/perf/plugin/datasets/speed_benchmark.py
@@ -1,4 +1,4 @@
-from typing import Dict, Iterator, List, Tuple
+from typing import Dict, Iterator, List
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.plugin.datasets.base import DatasetPluginBase
diff --git a/evalscope/perf/plugin/datasets/swe_smith.py b/evalscope/perf/plugin/datasets/swe_smith.py
index e72023306..a070271c9 100644
--- a/evalscope/perf/plugin/datasets/swe_smith.py
+++ b/evalscope/perf/plugin/datasets/swe_smith.py
@@ -23,14 +23,14 @@
 
 import json
 import multiprocessing
-from typing import Any, Dict, Iterator, List, Optional, Tuple
+from typing import Dict, Iterator, List, Optional, Tuple
 
 import numpy as np
 from tqdm import tqdm
 
 from evalscope.perf.arguments import Arguments
 from evalscope.perf.multi_turn_args import _get_range_upper
-from evalscope.perf.plugin.datasets.base import Conversation, DatasetPluginBase, Message, Messages, Turn
+from evalscope.perf.plugin.datasets.base import Conversation, DatasetPluginBase, Messages, Turn
 from evalscope.perf.plugin.datasets.dataset_args import MultiTurnDatasetArgs
 from evalscope.perf.plugin.datasets.utils import tokenize_chat_messages, truncate_text_to_token_len
 from evalscope.perf.plugin.registry import register_dataset
diff --git a/evalscope/perf/plugin/registry.py b/evalscope/perf/plugin/registry.py
index e3a25a9a7..a1ff017ae 100644
--- a/evalscope/perf/plugin/registry.py
+++ b/evalscope/perf/plugin/registry.py
@@ -1,4 +1,4 @@
-from typing import TYPE_CHECKING, Any, List, Type, Union
+from typing import TYPE_CHECKING, List, Type, Union
 
 if TYPE_CHECKING:
     from .api import ApiPluginBase
diff --git a/evalscope/perf/utils/perf_models.py b/evalscope/perf/utils/perf_models.py
index 63707d78a..8df27ddc5 100644
--- a/evalscope/perf/utils/perf_models.py
+++ b/evalscope/perf/utils/perf_models.py
@@ -15,7 +15,6 @@
 
 from __future__ import annotations
 
-import json
 from typing import Any, Dict, List, Optional
 
 from pydantic import BaseModel, ConfigDict, Field, field_validator
diff --git a/evalscope/perf/utils/report/generate_report.py b/evalscope/perf/utils/report/generate_report.py
index e4291ffcf..9c87cfb2a 100644
--- a/evalscope/perf/utils/report/generate_report.py
+++ b/evalscope/perf/utils/report/generate_report.py
@@ -12,8 +12,7 @@
 from __future__ import annotations
 
 import os
-from collections import OrderedDict
-from typing import Any, Dict, List, Optional
+from typing import Any, Dict
 
 from evalscope.constants import DEFAULT_LANGUAGE, PLOTLY_CDN_URL
 from evalscope.utils.io_utils import current_time
diff --git a/pyproject.toml b/pyproject.toml
index a3d86909d..751a7acb6 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -129,7 +129,7 @@ ignore = ["E501"]
 [tool.ruff.lint.per-file-ignores]
 "tests/**/*.py" = ["E402"]
 "__init__.py" = ["F401"]
-"!evalscope/{utils,cli,report}/**/*.py" = ["F401"]
+"!evalscope/{utils,cli,report,perf}/**/*.py" = ["F401"]
 
 [tool.ruff.format]
 exclude = ["tests/**/*.py"]