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