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

View File

@@ -1,6 +1,6 @@
from __future__ import annotations
import aiohttp
from langbot.pkg.utils import httpclient
import typing
import datetime
import time
@@ -99,49 +99,49 @@ class SpaceService:
space_config = self._get_space_config()
space_url = space_config['url']
async with aiohttp.ClientSession() as session:
async with session.post(
f'{space_url}/api/v1/accounts/oauth/token',
json={'code': code, 'instance_id': constants.instance_id},
) as response:
if response.status != 200:
raise ValueError(f'Failed to exchange OAuth code: {await response.text()}')
data = await response.json()
if data.get('code') != 0:
raise ValueError(f'Failed to exchange OAuth code: {data.get("msg")}')
return data.get('data', {})
session = httpclient.get_session()
async with session.post(
f'{space_url}/api/v1/accounts/oauth/token',
json={'code': code, 'instance_id': constants.instance_id},
) as response:
if response.status != 200:
raise ValueError(f'Failed to exchange OAuth code: {await response.text()}')
data = await response.json()
if data.get('code') != 0:
raise ValueError(f'Failed to exchange OAuth code: {data.get("msg")}')
return data.get('data', {})
async def refresh_token(self, refresh_token: str) -> typing.Dict:
"""Refresh Space access token"""
space_config = self._get_space_config()
space_url = space_config['url']
async with aiohttp.ClientSession() as session:
async with session.post(
f'{space_url}/api/v1/accounts/token/refresh', json={'refresh_token': refresh_token}
) as response:
if response.status != 200:
raise ValueError(f'Failed to refresh token: {await response.text()}')
data = await response.json()
if data.get('code') != 0:
raise ValueError(f'Failed to refresh token: {data.get("msg")}')
return data.get('data', {})
session = httpclient.get_session()
async with session.post(
f'{space_url}/api/v1/accounts/token/refresh', json={'refresh_token': refresh_token}
) as response:
if response.status != 200:
raise ValueError(f'Failed to refresh token: {await response.text()}')
data = await response.json()
if data.get('code') != 0:
raise ValueError(f'Failed to refresh token: {data.get("msg")}')
return data.get('data', {})
async def get_user_info_raw(self, access_token: str) -> typing.Dict:
"""Get user info from Space using access token (no validation)"""
space_config = self._get_space_config()
space_url = space_config['url']
async with aiohttp.ClientSession() as session:
async with session.get(
f'{space_url}/api/v1/accounts/me', headers={'Authorization': f'Bearer {access_token}'}
) as response:
if response.status != 200:
raise ValueError(f'Failed to get user info: {await response.text()}')
data = await response.json()
if data.get('code') != 0:
raise ValueError(f'Failed to get user info: {data.get("msg")}')
return data.get('data', {})
session = httpclient.get_session()
async with session.get(
f'{space_url}/api/v1/accounts/me', headers={'Authorization': f'Bearer {access_token}'}
) as response:
if response.status != 200:
raise ValueError(f'Failed to get user info: {await response.text()}')
data = await response.json()
if data.get('code') != 0:
raise ValueError(f'Failed to get user info: {data.get("msg")}')
return data.get('data', {})
# === API calls with token validation ===
@@ -178,12 +178,12 @@ class SpaceService:
space_config = self._get_space_config()
space_url = space_config['url']
async with aiohttp.ClientSession() as session:
async with session.get(f'{space_url}/api/v1/models') as response:
if response.status != 200:
raise ValueError(f'Failed to get models: {await response.text()}')
data = await response.json()
if data.get('code') != 0:
raise ValueError(f'Failed to get models: {data.get("msg")}')
models_data = data.get('data', {}).get('models', [])
return [SpaceModel.model_validate(model_dict) for model_dict in models_data]
session = httpclient.get_session()
async with session.get(f'{space_url}/api/v1/models') as response:
if response.status != 200:
raise ValueError(f'Failed to get models: {await response.text()}')
data = await response.json()
if data.get('code') != 0:
raise ValueError(f'Failed to get models: {data.get("msg")}')
models_data = data.get('data', {}).get('models', [])
return [SpaceModel.model_validate(model_dict) for model_dict in models_data]