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Architecture:
- Mac runs heavy local compute when present
- Before shutdown: export QuestionOS snapshot (repos, state, datasets, receipts, endpoints)
- Cloud Ubuntu VM imports snapshot and serves approved endpoints
- On return: Mac pulls back new receipts, usage logs, dataset deltas
The shadow is not a full clone of the Mac. It's a functional clone of work state.
"""
import os
import json
import tarfile
import hashlib
import subprocess
from datetime import datetime
from typing import Dict, List, Optional
class ShadowSync:
"""Handles export/import of QuestionOS state for shadow VM deployment.
The snapshot contains:
- Compressed datasets (question residues)
- Receipt ledger
- Question/Execution/Cost-Avoidance ledgers
- Endpoint definitions (FastAPI apps)
- SQLite/DuckDB state
- Secrets policy (never actual secrets)
- Docker image hash (if containerized)
The snapshot does NOT contain:
- Raw API keys, tokens, or credentials
- Full repo clones (only approved repo list)
- System-level configuration
"""
def __init__(self, base_dir: str = None):
self.base_dir = base_dir or os.path.join(os.getcwd(), 'questionos')
self.snapshots_dir = os.path.join(self.base_dir, 'snapshots')
os.makedirs(self.snapshots_dir, exist_ok=True)
def export_snapshot(self, label: str = None) -> Dict:
"""Export current QuestionOS state as a portable snapshot.
Returns metadata about the snapshot including path and manifest.
"""
timestamp = datetime.now().isoformat()
snapshot_name = f"snapshot_{timestamp.replace(':', '-').replace('.', '_')}"
if label:
snapshot_name += f"_{label}"
snapshot_dir = os.path.join(self.snapshots_dir, snapshot_name)
os.makedirs(snapshot_dir, exist_ok=True)
manifest = {
'snapshot_id': snapshot_name,
'created_at': timestamp,
'label': label or 'unnamed',
'components': {},
'secrets_policy': 'no_secrets_included',
'compatible_runtime': 'ubuntu-22.04+',
}
# 1. Copy ledgers
ledgers_src = os.path.join(self.base_dir, 'ledgers')
ledgers_dst = os.path.join(snapshot_dir, 'ledgers')
if os.path.exists(ledgers_src):
self._copy_dir(ledgers_src, ledgers_dst)
manifest['components']['ledgers'] = self._dir_info(ledgers_dst)
# 2. Copy datasets (compressed question residues)
datasets_src = os.path.join(self.base_dir, 'datasets')
datasets_dst = os.path.join(snapshot_dir, 'datasets')
if os.path.exists(datasets_src):
self._copy_dir(datasets_src, datasets_dst)
manifest['components']['datasets'] = self._dir_info(datasets_dst)
# 3. Copy receipts
receipts_src = os.path.join(self.base_dir, 'receipts')
receipts_dst = os.path.join(snapshot_dir, 'receipts')
if os.path.exists(receipts_src):
self._copy_dir(receipts_src, receipts_dst)
manifest['components']['receipts'] = self._dir_info(receipts_dst)
# 4. Copy session states (not raw questions unless access_policy allows)
sessions_src = os.path.join(self.base_dir, 'sessions')
sessions_dst = os.path.join(snapshot_dir, 'sessions')
if os.path.exists(sessions_src):
self._copy_dir(sessions_src, sessions_dst)
manifest['components']['sessions'] = self._dir_info(sessions_dst)
# 5. Collect endpoint definitions
endpoints = self._collect_endpoints()
if endpoints:
endpoints_path = os.path.join(snapshot_dir, 'endpoints.json')
with open(endpoints_path, 'w') as f:
json.dump(endpoints, f, indent=2)
manifest['components']['endpoints'] = {'count': len(endpoints), 'file': 'endpoints.json'}
# 6. Write secrets policy (never actual secrets)
policy = {
'policy': 'no_secrets_included',
'note': 'Cloud VM must use its own environment variables for credentials.',
'required_env_vars': self._detect_required_env_vars(),
}
policy_path = os.path.join(snapshot_dir, 'secrets_policy.json')
with open(policy_path, 'w') as f:
json.dump(policy, f, indent=2)
manifest['secrets_policy'] = policy
# 7. Compute snapshot hash
manifest_path = os.path.join(snapshot_dir, 'manifest.json')
with open(manifest_path, 'w') as f:
json.dump(manifest, f, indent=2)
snapshot_hash = self._hash_dir(snapshot_dir)
manifest['snapshot_hash'] = snapshot_hash
with open(manifest_path, 'w') as f:
json.dump(manifest, f, indent=2)
# 8. Create tarball for transfer
tarball_path = os.path.join(self.snapshots_dir, f"{snapshot_name}.tar.gz")
with tarfile.open(tarball_path, 'w:gz') as tar:
tar.add(snapshot_dir, arcname=snapshot_name)
manifest['tarball_path'] = tarball_path
manifest['tarball_size'] = os.path.getsize(tarball_path)
with open(manifest_path, 'w') as f:
json.dump(manifest, f, indent=2)
return manifest
def import_snapshot(self, snapshot_path: str) -> Dict:
"""Import a snapshot from a tarball or directory.
Merges new receipts, usage logs, and dataset deltas from the shadow VM.
"""
if snapshot_path.endswith('.tar.gz'):
extract_dir = os.path.join(self.snapshots_dir, 'importing')
os.makedirs(extract_dir, exist_ok=True)
with tarfile.open(snapshot_path, 'r:gz') as tar:
tar.extractall(extract_dir)
snapshot_name = os.listdir(extract_dir)[0]
snapshot_dir = os.path.join(extract_dir, snapshot_name)
else:
snapshot_dir = snapshot_path
manifest_path = os.path.join(snapshot_dir, 'manifest.json')
if not os.path.exists(manifest_path):
return {'imported': False, 'error': 'no manifest found'}
with open(manifest_path) as f:
manifest = json.load(f)
# Verify hash
expected_hash = manifest.get('snapshot_hash')
actual_hash = self._hash_dir(snapshot_dir, exclude=['manifest.json'])
if expected_hash and actual_hash != expected_hash:
return {'imported': False, 'error': 'hash mismatch',
'expected': expected_hash[:16], 'actual': actual_hash[:16]}
imported = {}
# Merge ledgers (append new entries)
ledgers_src = os.path.join(snapshot_dir, 'ledgers')
if os.path.exists(ledgers_src):
ledgers_dst = os.path.join(self.base_dir, 'ledgers')
merged = self._merge_ledgers(ledgers_src, ledgers_dst)
imported['ledgers'] = merged
# Merge datasets
datasets_src = os.path.join(snapshot_dir, 'datasets')
if os.path.exists(datasets_src):
datasets_dst = os.path.join(self.base_dir, 'datasets')
merged = self._merge_dirs(datasets_src, datasets_dst)
imported['datasets'] = merged
# Merge receipts
receipts_src = os.path.join(snapshot_dir, 'receipts')
if os.path.exists(receipts_src):
receipts_dst = os.path.join(self.base_dir, 'receipts')
merged = self._merge_dirs(receipts_src, receipts_dst)
imported['receipts'] = merged
# Clean up extracted dir
if snapshot_path.endswith('.tar.gz'):
import shutil
shutil.rmtree(extract_dir, ignore_errors=True)
return {
'imported': True,
'snapshot': manifest.get('snapshot_id'),
'components': imported,
'verified': True,
}
def _copy_dir(self, src: str, dst: str):
"""Copy directory contents."""
import shutil
if os.path.exists(dst):
shutil.rmtree(dst)
shutil.copytree(src, dst)
def _merge_dirs(self, src: str, dst: str) -> Dict:
"""Merge src into dst, adding files that don't exist."""
os.makedirs(dst, exist_ok=True)
added = 0
skipped = 0
for item in os.listdir(src):
src_path = os.path.join(src, item)
dst_path = os.path.join(dst, item)
if not os.path.exists(dst_path):
import shutil
if os.path.isdir(src_path):
shutil.copytree(src_path, dst_path)
else:
shutil.copy2(src_path, dst_path)
added += 1
else:
skipped += 1
return {'added': added, 'skipped': skipped}
def _merge_ledgers(self, src: str, dst: str) -> Dict:
"""Merge ledger JSON files, appending new entries."""
os.makedirs(dst, exist_ok=True)
merged = {}
for ledger_file in os.listdir(src):
if not ledger_file.endswith('.json'):
continue
src_path = os.path.join(src, ledger_file)
dst_path = os.path.join(dst, ledger_file)
if not os.path.exists(dst_path):
import shutil
shutil.copy2(src_path, dst_path)
merged[ledger_file] = 'copied'
continue
with open(src_path) as f:
src_data = json.load(f)
with open(dst_path) as f:
dst_data = json.load(f)
if isinstance(src_data, list) and isinstance(dst_data, list):
existing_ids = {e.get('entry_id') or e.get('question_id') or e.get('receipt_id')
for e in dst_data if isinstance(e, dict)}
new_entries = [e for e in src_data
if (e.get('entry_id') or e.get('question_id') or e.get('receipt_id')) not in existing_ids]
dst_data.extend(new_entries)
with open(dst_path, 'w') as f:
json.dump(dst_data, f, indent=2)
merged[ledger_file] = f'added {len(new_entries)} entries'
else:
merged[ledger_file] = 'skipped (non-list format)'
return merged
def _collect_endpoints(self) -> List[Dict]:
"""Collect endpoint definitions from sessions."""
endpoints = []
sessions_dir = os.path.join(self.base_dir, 'sessions')
if not os.path.exists(sessions_dir):
return endpoints
for session_id in os.listdir(sessions_dir):
state_path = os.path.join(sessions_dir, session_id, 'state.json')
if os.path.exists(state_path):
with open(state_path) as f:
state = json.load(f)
if state.get('endpoint_url'):
serve_path = os.path.join(sessions_dir, session_id, 'serve.py')
endpoints.append({
'session_id': session_id,
'url': state['endpoint_url'],
'intent': state.get('intent_class'),
'project': state.get('project'),
'serve_script': os.path.basename(serve_path) if os.path.exists(serve_path) else None,
})
return endpoints
def _detect_required_env_vars(self) -> List[str]:
"""Detect environment variables referenced in session files."""
env_vars = set()
sessions_dir = os.path.join(self.base_dir, 'sessions')
if not os.path.exists(sessions_dir):
return []
for session_id in os.listdir(sessions_dir):
session_dir = os.path.join(sessions_dir, session_id)
for fname in os.listdir(session_dir):
if fname.endswith('.py') or fname.endswith('.sh'):
fpath = os.path.join(session_dir, fname)
try:
with open(fpath) as f:
content = f.read()
import re
matches = re.findall(r'os\.environ\.get\(["\'](\w+)["\']', content)
matches += re.findall(r'\$\{(\w+)\}', content)
env_vars.update(matches)
except Exception:
pass
return sorted(list(env_vars))
def _dir_info(self, path: str) -> Dict:
"""Get directory info."""
total_size = 0
file_count = 0
for root, dirs, files in os.walk(path):
for f in files:
fp = os.path.join(root, f)
total_size += os.path.getsize(fp)
file_count += 1
return {'files': file_count, 'size_bytes': total_size}
def _hash_dir(self, dir_path: str, exclude: List[str] = None) -> str:
"""Compute SHA-256 hash of a directory's contents."""
exclude = exclude or []
h = hashlib.sha256()
for root, dirs, files in os.walk(dir_path):
dirs.sort()
files.sort()
for f in files:
if f in exclude:
continue
fpath = os.path.join(root, f)
relpath = os.path.relpath(fpath, dir_path)
h.update(relpath.encode())
with open(fpath, 'rb') as fh:
h.update(fh.read())
return h.hexdigest()
def list_snapshots(self) -> List[Dict]:
"""List available snapshots."""
snapshots = []
if not os.path.exists(self.snapshots_dir):
return snapshots
for item in sorted(os.listdir(self.snapshots_dir), reverse=True):
if item.endswith('.tar.gz'):
manifest_name = item.replace('.tar.gz', '')
manifest_path = os.path.join(self.snapshots_dir, manifest_name, 'manifest.json')
if os.path.exists(manifest_path):
with open(manifest_path) as f:
m = json.load(f)
snapshots.append({
'name': manifest_name,
'label': m.get('label'),
'created': m.get('created_at', '?')[:19],
'size': os.path.getsize(os.path.join(self.snapshots_dir, item)),
'hash': m.get('snapshot_hash', '?')[:16],
})
return snapshots
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