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perf: reduce memory usage by ~200MB+ at startup (#2013)
* perf: reduce memory usage by ~200MB+ at startup
Two key optimizations:
1. Use importlib.util.find_spec() instead of __import__() in dependency
checking. find_spec() only locates modules without executing them,
avoiding loading all 36 dependencies (~222MB) into memory at startup.
2. Introduce shared aiohttp.ClientSession via httpclient module.
Previously, every HTTP request created a new ClientSession, which
creates a new TCPConnector and SSL context, loading system root
certificates each time (~270MB total allocations observed via memray).
Now all HTTP client code reuses shared sessions.
- satori.py and coze_server_api/client.py are left unchanged as they
create one session per adapter lifecycle (not per-request).
Profiling data (memray):
- Peak memory: 403MB
- SSL context creation: 270MB / 6.7M allocations (67% of total)
- Dependency import: 222MB (55% of peak)
- Expected reduction: 150-350MB at startup
* fix: remove unused aiohttp imports (ruff F401)
* style: ruff format
This commit is contained in:
@@ -1,10 +1,9 @@
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from __future__ import annotations
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import aiohttp
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from .. import entities
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from .. import filter as filter_model
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import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
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from langbot.pkg.utils import httpclient
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BAIDU_EXAMINE_URL = 'https://aip.baidubce.com/rest/2.0/solution/v1/text_censor/v2/user_defined?access_token={}'
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BAIDU_EXAMINE_TOKEN_URL = 'https://aip.baidubce.com/oauth/2.0/token'
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@@ -15,50 +14,50 @@ class BaiduCloudExamine(filter_model.ContentFilter):
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"""百度云内容审核"""
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async def _get_token(self) -> str:
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async with aiohttp.ClientSession() as session:
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async with session.post(
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BAIDU_EXAMINE_TOKEN_URL,
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params={
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'grant_type': 'client_credentials',
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'client_id': self.ap.pipeline_cfg.data['baidu-cloud-examine']['api-key'],
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'client_secret': self.ap.pipeline_cfg.data['baidu-cloud-examine']['api-secret'],
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},
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) as resp:
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return (await resp.json())['access_token']
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session = httpclient.get_session()
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async with session.post(
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BAIDU_EXAMINE_TOKEN_URL,
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params={
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'grant_type': 'client_credentials',
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'client_id': self.ap.pipeline_cfg.data['baidu-cloud-examine']['api-key'],
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'client_secret': self.ap.pipeline_cfg.data['baidu-cloud-examine']['api-secret'],
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},
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) as resp:
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return (await resp.json())['access_token']
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async def process(self, query: pipeline_query.Query, message: str) -> entities.FilterResult:
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async with aiohttp.ClientSession() as session:
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async with session.post(
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BAIDU_EXAMINE_URL.format(await self._get_token()),
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headers={
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'Content-Type': 'application/x-www-form-urlencoded',
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'Accept': 'application/json',
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},
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data=f'text={message}'.encode('utf-8'),
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) as resp:
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result = await resp.json()
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session = httpclient.get_session()
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async with session.post(
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BAIDU_EXAMINE_URL.format(await self._get_token()),
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headers={
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'Content-Type': 'application/x-www-form-urlencoded',
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'Accept': 'application/json',
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},
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data=f'text={message}'.encode('utf-8'),
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) as resp:
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result = await resp.json()
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if 'error_code' in result:
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if 'error_code' in result:
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return entities.FilterResult(
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level=entities.ResultLevel.BLOCK,
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replacement=message,
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user_notice='',
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console_notice=f'百度云判定出错,错误信息:{result["error_msg"]}',
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)
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else:
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conclusion = result['conclusion']
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if conclusion in ('合规'):
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return entities.FilterResult(
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level=entities.ResultLevel.PASS,
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replacement=message,
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user_notice='',
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console_notice=f'百度云判定结果:{conclusion}',
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)
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else:
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return entities.FilterResult(
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level=entities.ResultLevel.BLOCK,
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replacement=message,
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user_notice='',
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console_notice=f'百度云判定出错,错误信息:{result["error_msg"]}',
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user_notice='消息中存在不合适的内容, 请修改',
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console_notice=f'百度云判定结果:{conclusion}',
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)
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else:
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conclusion = result['conclusion']
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if conclusion in ('合规'):
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return entities.FilterResult(
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level=entities.ResultLevel.PASS,
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replacement=message,
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user_notice='',
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console_notice=f'百度云判定结果:{conclusion}',
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)
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else:
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return entities.FilterResult(
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level=entities.ResultLevel.BLOCK,
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replacement=message,
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user_notice='消息中存在不合适的内容, 请修改',
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console_notice=f'百度云判定结果:{conclusion}',
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)
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