276 lines
12 KiB
Python
276 lines
12 KiB
Python
"""Install, benchmark, migrate, and remove the setup-owned QMD local search."""
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import argparse
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import hashlib
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import json
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import os
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from pathlib import Path
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import re
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import shutil
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import subprocess
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import sys
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import tempfile
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PACKAGE = '@tobilu/qmd'
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VERSION = '2.8.3'
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SCRIPTS = ('qmd-lib.mjs', 'qmd-config.mjs', 'qmd-daemon.mjs', 'qmd-search.mjs', 'qmd-warm.mjs', 'qmd-benchmark.mjs')
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DEVICE_TIMEOUT = 600
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WINDOWS = os.name == 'nt'
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def run(arguments, env=None, timeout=1800, check=True):
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result = subprocess.run(arguments, env=env, capture_output=True, text=True, encoding='utf-8', errors='replace',
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timeout=timeout, shell=WINDOWS and arguments[0] in ('npm', 'qmd'))
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if check and result.returncode != 0:
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raise ValueError(f'{" ".join(arguments[:3])} failed: {(result.stderr or result.stdout).strip()[-300:]}')
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return result.stdout
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def decide(results):
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for device in ('gpu', 'cpu'):
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if any(r.get('device') == device and r.get('passed') is True for r in results):
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return device
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return None
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def node_version_ok(text):
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match = re.fullmatch(r'v(\d+)\.\d+\.\d+', text.strip())
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return bool(match) and int(match.group(1)) >= 22
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def digest(path):
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return hashlib.sha256(path.read_bytes()).hexdigest()
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def atomic_json(path, value):
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path.parent.mkdir(parents=True, exist_ok=True)
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with tempfile.NamedTemporaryFile('w', encoding='utf-8', dir=path.parent, delete=False) as stream:
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json.dump(value, stream, indent=2)
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stream.write('\n')
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os.replace(stream.name, path)
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class Setup:
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def __init__(self, home, root, runner=run, dry_run=False, summary=False):
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self.home, self.root, self.run, self.dry_run, self.summary = Path(home), Path(root), runner, dry_run, summary
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self.base = self.home / '.my-ai-configuration'
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self.state_path = self.base / 'qmd.json'
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self.scripts = self.base / 'qmd'
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self.models = self.home / '.cache' / 'qmd' / 'models'
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def say(self, text):
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if not self.summary:
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print(text)
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def load(self):
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if not self.state_path.exists():
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return {'version': 1, 'clients': [], 'device': None, 'owned_package': False, 'owned_models': [], 'models_block': False, 'previous_models': None, 'files': {}}
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state = json.loads(self.state_path.read_text(encoding='utf-8'))
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if state.get('version') != 1 or state.get('device') not in (None, 'gpu', 'cpu'):
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raise ValueError('Invalid QMD setup state.')
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return state
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def node(self, script, *arguments, env=None, timeout=1800):
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return self.run(['node', str(self.scripts / script), *arguments], env=env, timeout=timeout)
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def package_installed(self):
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# npm list exits non-zero on tree problems (ELSPROBLEMS) but still prints valid JSON.
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output = self.run(['npm', 'list', '--global', '--depth=0', '--json'], check=False)
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try:
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listing = json.loads(output)
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except json.JSONDecodeError:
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raise ValueError('npm list did not return JSON.')
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if not isinstance(listing, dict) or not isinstance(listing.get('dependencies'), dict):
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raise ValueError('npm list did not report the global packages.')
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return PACKAGE in listing['dependencies']
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def require_node(self):
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if not node_version_ok(self.run(['node', '--version'])):
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raise ValueError('QMD local search needs Node.js 22 or newer.')
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def migrate(self, state=None):
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state = self.load() if state is None else state
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legacy_state = self.base / 'semantic-retrieval.json'
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legacy = self.base / 'semantic-retrieval'
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if legacy_state.exists() or legacy.exists():
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if legacy.is_symlink():
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raise ValueError('Legacy semantic retrieval directory must not be a symbolic link.')
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if legacy.exists():
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shutil.rmtree(legacy)
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legacy_state.unlink(missing_ok=True)
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self.say('Removed the previous Python semantic retrieval installation.')
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ledger_path = self.base / 'extensions.json'
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if ledger_path.exists():
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ledger = json.loads(ledger_path.read_text(encoding='utf-8'))
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owned = [r for r in ledger.get('resources', []) if r.get('kind') == 'qmd']
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if owned:
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state['owned_package'] = True
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atomic_json(self.state_path, state) # record ownership before the ledger forgets it
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ledger['resources'] = [r for r in ledger['resources'] if r.get('kind') != 'qmd']
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atomic_json(ledger_path, ledger)
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def install_scripts(self, state):
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if self.scripts.is_symlink():
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raise ValueError('QMD script directory must not be a symbolic link.')
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self.scripts.mkdir(parents=True, exist_ok=True)
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for name in SCRIPTS:
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target = self.scripts / name
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if target.is_symlink():
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raise ValueError(f'QMD script must not be a symbolic link: {name}')
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expected = state['files'].get(name)
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if target.exists() and expected and digest(target) != expected:
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raise ValueError(f'Setup-owned QMD script changed: {name}')
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shutil.copy2(self.root / 'shared' / 'qmd' / name, target)
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state['files'][name] = digest(target)
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def install(self, state):
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"""Steps shared by Yes and Auto: package, scripts, models block, model download."""
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self.require_node()
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self.migrate(state)
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if not self.package_installed():
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self.run(['npm', 'install', '--global', f'{PACKAGE}@{VERSION}'])
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state['owned_package'] = True
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self.install_scripts(state)
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atomic_json(self.state_path, state)
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if not state['models_block']:
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output = self.node('qmd-config.mjs', 'set-models')
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try:
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previous = json.loads(output.strip().splitlines()[-1])['previous']
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except (IndexError, KeyError, TypeError, json.JSONDecodeError):
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raise ValueError('qmd-config set-models returned no previous models.')
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state['previous_models'] = previous
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state['models_block'] = True
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atomic_json(self.state_path, state)
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before = {p.name for p in self.models.iterdir()} if self.models.is_dir() else set()
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self.run(['qmd', 'pull'], timeout=3600)
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after = {p.name for p in self.models.iterdir()} if self.models.is_dir() else set()
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state['owned_models'] = sorted(set(state['owned_models']) | (after - before))
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atomic_json(self.state_path, state)
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def detect_gpu(self):
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found = json.loads(self.node('qmd-benchmark.mjs', '--detect', timeout=DEVICE_TIMEOUT) or '{}')
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gpu = found.get('gpu') or False
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names = ', '.join(found.get('devices') or []) or 'unnamed device'
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self.say(f"QMD devices: {f'{str(gpu).upper()}: {names}' if gpu else 'no GPU'}; CPU threads: {found.get('threads', '?')}")
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return gpu
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def enable(self, clients):
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state = self.load()
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if self.dry_run:
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self.say('DRYRUN enable QMD local search: Qwen3-Embedding-0.6B, Qwen3-Reranker-0.6B, QMD query expansion 1.7B')
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return
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self.install(state)
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if state['device'] is None:
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state['device'] = 'gpu' if self.detect_gpu() else 'cpu'
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state['clients'] = sorted(set(state['clients']) | set(clients))
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atomic_json(self.state_path, state)
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self.say(f'QMD local search enabled on {state["device"].upper()}.')
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def remove_all(self, state):
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try:
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if self.scripts.joinpath('qmd-search.mjs').exists():
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self.node('qmd-search.mjs', '--stop', timeout=60)
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except (ValueError, subprocess.SubprocessError):
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pass
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collections = self.scripts / 'collections.json'
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names = json.loads(collections.read_text(encoding='utf-8')) if collections.exists() else []
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for name in names:
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if re.fullmatch(r'repo-[0-9a-f]{12}', name):
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try:
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self.run(['qmd', 'collection', 'remove', name])
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except (ValueError, subprocess.SubprocessError):
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pass
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if state['models_block'] and self.scripts.joinpath('qmd-config.mjs').exists():
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previous = state.get('previous_models')
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if previous is not None:
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self.node('qmd-config.mjs', 'restore-models', json.dumps(previous))
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else:
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self.node('qmd-config.mjs', 'unset-models')
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for name in state['owned_models']:
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path = self.models / name
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if name == Path(name).name and path.is_file() and not path.is_symlink():
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path.unlink()
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if state['owned_package']:
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self.run(['npm', 'uninstall', '--global', PACKAGE])
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if self.scripts.exists() and not self.scripts.is_symlink():
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shutil.rmtree(self.scripts)
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self.state_path.unlink(missing_ok=True)
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def disable(self, clients):
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state = self.load()
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if not self.state_path.exists():
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if not self.dry_run:
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self.migrate(state)
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if state['owned_package']:
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self.run(['npm', 'uninstall', '--global', PACKAGE])
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self.state_path.unlink(missing_ok=True)
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return
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if self.dry_run:
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self.say('DRYRUN disable QMD local search')
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return
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state['clients'] = [c for c in state['clients'] if c not in clients]
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if state['clients']:
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atomic_json(self.state_path, state)
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return
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self.remove_all(state)
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self.say('QMD local search removed.')
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def benchmark(self):
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state = self.load()
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if self.dry_run:
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self.say('DRYRUN benchmark QMD local search on GPU, then CPU')
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return True
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self.install(state)
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results = []
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devices = (['gpu'] if self.detect_gpu() else []) + ['cpu']
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for device in devices:
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env = dict(os.environ)
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env.pop('QMD_FORCE_CPU' if device == 'gpu' else 'QMD_LLAMA_GPU', None)
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env['QMD_LLAMA_GPU' if device == 'gpu' else 'QMD_FORCE_CPU'] = 'auto' if device == 'gpu' else '1'
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try:
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result = json.loads(self.node('qmd-benchmark.mjs', '--device', device, env=env, timeout=DEVICE_TIMEOUT))
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if not isinstance(result, dict):
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raise ValueError('benchmark returned a non-object result')
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except (ValueError, subprocess.SubprocessError) as error:
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result = {'device': device, 'passed': False, 'error': str(error)[:200]}
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results.append(result)
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print(f'QMD benchmark {device.upper()}: ' + ('passed' if result.get('passed') else 'failed')
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+ f" (search {result.get('querySeconds', '-')} s, embedding {result.get('chunksPerSecond', '-')} chunks/s)")
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if result.get('passed'):
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break
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device = decide(results)
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if device is None:
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self.remove_all(state)
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print('QMD local search is not suitable for this computer; removed what the setup installed.')
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return False
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state['device'] = device
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atomic_json(self.state_path, state)
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return True
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def main():
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parser = argparse.ArgumentParser(description=__doc__)
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parser.add_argument('action', choices=('sync', 'benchmark'))
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parser.add_argument('--root', required=True, type=Path)
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parser.add_argument('--home', required=True, type=Path)
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parser.add_argument('--client', choices=('codex', 'claude', 'both'))
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parser.add_argument('--enabled', choices=('true', 'false'))
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parser.add_argument('--dry-run', action='store_true')
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parser.add_argument('--update', action='store_true')
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parser.add_argument('--summary', action='store_true')
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args = parser.parse_args()
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setup = Setup(args.home.resolve(), args.root.resolve(), run, args.dry_run, args.summary)
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if args.action == 'benchmark':
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raise SystemExit(0 if setup.benchmark() else 2)
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if args.client is None or args.enabled is None:
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parser.error('sync requires --client and --enabled')
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clients = ['codex', 'claude'] if args.client == 'both' else [args.client]
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(setup.enable if args.enabled == 'true' else setup.disable)(clients)
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if __name__ == '__main__':
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try:
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main()
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except (OSError, ValueError, json.JSONDecodeError, subprocess.SubprocessError) as error:
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print(f'QMD local search: {error}', file=sys.stderr)
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raise SystemExit(1)
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