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:
Junyan Chin
2026-02-27 20:09:03 +08:00
committed by GitHub
parent 2dc5999583
commit 88132dff8a
13 changed files with 370 additions and 321 deletions
+39 -37
View File
@@ -5,6 +5,8 @@ import json
import uuid
import aiohttp
from langbot.pkg.utils import httpclient
from .. import runner
from ...core import app
import langbot_plugin.api.entities.builtin.pipeline.query as pipeline_query
@@ -217,50 +219,50 @@ class N8nServiceAPIRunner(runner.RequestRunner):
self.ap.logger.debug('no auth')
# 调用webhook
async with aiohttp.ClientSession() as session:
if is_stream:
# 流式请求
async with session.post(
self.webhook_url, json=payload, headers=headers, auth=auth, timeout=self.timeout
) as response:
session = httpclient.get_session()
if is_stream:
# 流式请求
async with session.post(
self.webhook_url, json=payload, headers=headers, auth=auth, timeout=self.timeout
) as response:
if response.status != 200:
error_text = await response.text()
self.ap.logger.error(f'n8n webhook call failed: {response.status}, {error_text}')
raise Exception(f'n8n webhook call failed: {response.status}, {error_text}')
# 处理流式响应
async for chunk in self._process_stream_response(response):
yield chunk
else:
async with session.post(
self.webhook_url, json=payload, headers=headers, auth=auth, timeout=self.timeout
) as response:
try:
async for chunk in self._process_stream_response(response):
output_content = chunk.content if chunk.is_final else ''
except:
# 非流式请求(保持原有逻辑)
if response.status != 200:
error_text = await response.text()
self.ap.logger.error(f'n8n webhook call failed: {response.status}, {error_text}')
raise Exception(f'n8n webhook call failed: {response.status}, {error_text}')
# 处理流式响应
async for chunk in self._process_stream_response(response):
yield chunk
else:
async with session.post(
self.webhook_url, json=payload, headers=headers, auth=auth, timeout=self.timeout
) as response:
try:
async for chunk in self._process_stream_response(response):
output_content = chunk.content if chunk.is_final else ''
except:
# 非流式请求(保持原有逻辑)
if response.status != 200:
error_text = await response.text()
self.ap.logger.error(f'n8n webhook call failed: {response.status}, {error_text}')
raise Exception(f'n8n webhook call failed: {response.status}, {error_text}')
# 解析响应
response_data = await response.json()
self.ap.logger.debug(f'n8n webhook response: {response_data}')
# 解析响应
response_data = await response.json()
self.ap.logger.debug(f'n8n webhook response: {response_data}')
# 从响应中提取输出
if self.output_key in response_data:
output_content = response_data[self.output_key]
else:
# 如果没有指定的输出键,则使用整个响应
output_content = json.dumps(response_data, ensure_ascii=False)
# 从响应中提取输出
if self.output_key in response_data:
output_content = response_data[self.output_key]
else:
# 如果没有指定的输出键,则使用整个响应
output_content = json.dumps(response_data, ensure_ascii=False)
# 返回消息
yield provider_message.Message(
role='assistant',
content=output_content,
)
# 返回消息
yield provider_message.Message(
role='assistant',
content=output_content,
)
except Exception as e:
self.ap.logger.error(f'n8n webhook call exception: {str(e)}')
raise N8nAPIError(f'n8n webhook call exception: {str(e)}')