Upload sync.py with huggingface_hub
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sync.py
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| 1 |
+
# -*- coding: utf-8 -*-
|
| 2 |
+
"""
|
| 3 |
+
雙向同步 Local ↔ HF Space 資料庫
|
| 4 |
+
智慧合併:兩邊都留最多最新的,重複的以最新為主
|
| 5 |
+
用法: python sync.py
|
| 6 |
+
"""
|
| 7 |
+
|
| 8 |
+
import configparser
|
| 9 |
+
import sqlite3
|
| 10 |
+
import shutil
|
| 11 |
+
import tempfile
|
| 12 |
+
import os
|
| 13 |
+
from pathlib import Path
|
| 14 |
+
from datetime import datetime
|
| 15 |
+
|
| 16 |
+
cfg = configparser.ConfigParser()
|
| 17 |
+
cfg.read('Myconfig.ini')
|
| 18 |
+
TOKEN = cfg['Hugging Face']['Token'].strip()
|
| 19 |
+
USERNAME = cfg['Hugging Face']['Username'].strip()
|
| 20 |
+
REPO_ID = f'{USERNAME}/pradsa'
|
| 21 |
+
|
| 22 |
+
LOCAL_DB = Path('pra_data.db')
|
| 23 |
+
BACKUP_DIR = LOCAL_DB.parent / 'backups'
|
| 24 |
+
|
| 25 |
+
|
| 26 |
+
def get_db_info(db_path):
|
| 27 |
+
if not Path(db_path).exists():
|
| 28 |
+
return {'patients': 0, 'reports': 0, 'users': 0, 'latest': ''}
|
| 29 |
+
conn = sqlite3.connect(str(db_path))
|
| 30 |
+
conn.row_factory = sqlite3.Row
|
| 31 |
+
try:
|
| 32 |
+
patients = conn.execute('SELECT COUNT(*) as c FROM patients').fetchone()['c']
|
| 33 |
+
reports = conn.execute('SELECT COUNT(*) as c FROM reports').fetchone()['c']
|
| 34 |
+
users = conn.execute('SELECT COUNT(*) as c FROM users').fetchone()['c']
|
| 35 |
+
latest = conn.execute(
|
| 36 |
+
"SELECT MAX(COALESCE(updated_at, created_at)) as t FROM reports"
|
| 37 |
+
).fetchone()['t'] or ''
|
| 38 |
+
except Exception:
|
| 39 |
+
patients, reports, users, latest = 0, 0, 0, ''
|
| 40 |
+
conn.close()
|
| 41 |
+
return {'patients': patients, 'reports': reports, 'users': users, 'latest': latest}
|
| 42 |
+
|
| 43 |
+
|
| 44 |
+
def download_cloud_db():
|
| 45 |
+
from huggingface_hub import hf_hub_download
|
| 46 |
+
try:
|
| 47 |
+
path = hf_hub_download(
|
| 48 |
+
repo_id=REPO_ID, filename='pra_data.db',
|
| 49 |
+
repo_type='space', token=TOKEN,
|
| 50 |
+
local_dir=tempfile.gettempdir(),
|
| 51 |
+
force_download=True,
|
| 52 |
+
)
|
| 53 |
+
return path
|
| 54 |
+
except Exception as e:
|
| 55 |
+
print(f' 雲端 DB 下載失敗: {e}')
|
| 56 |
+
return None
|
| 57 |
+
|
| 58 |
+
|
| 59 |
+
def upload_db(db_path):
|
| 60 |
+
from huggingface_hub import HfApi
|
| 61 |
+
api = HfApi(token=TOKEN)
|
| 62 |
+
api.upload_file(
|
| 63 |
+
path_or_fileobj=str(db_path),
|
| 64 |
+
path_in_repo='pra_data.db',
|
| 65 |
+
repo_id=REPO_ID,
|
| 66 |
+
repo_type='space',
|
| 67 |
+
)
|
| 68 |
+
|
| 69 |
+
|
| 70 |
+
def backup_local():
|
| 71 |
+
if LOCAL_DB.exists():
|
| 72 |
+
BACKUP_DIR.mkdir(exist_ok=True)
|
| 73 |
+
ts = datetime.now().strftime('%Y%m%d_%H%M%S')
|
| 74 |
+
dst = BACKUP_DIR / f'pra_data_before_sync_{ts}.db'
|
| 75 |
+
shutil.copy2(str(LOCAL_DB), str(dst))
|
| 76 |
+
return dst
|
| 77 |
+
return None
|
| 78 |
+
|
| 79 |
+
|
| 80 |
+
def merge_dbs(local_path, cloud_path):
|
| 81 |
+
"""
|
| 82 |
+
智慧合併兩個 DB。
|
| 83 |
+
- patients: 以 chart_no 為 key,兩邊都留
|
| 84 |
+
- reports: 以 (chart_no, report_date, pra_class) 為 key
|
| 85 |
+
重複的保留 updated_at/created_at 較新的
|
| 86 |
+
- antibody_strength: 跟著 report 走
|
| 87 |
+
- users: 以 username 為 key,兩邊都留
|
| 88 |
+
回傳合併後的 DB 路徑
|
| 89 |
+
"""
|
| 90 |
+
merged_path = str(Path(tempfile.gettempdir()) / 'pra_merged.db')
|
| 91 |
+
shutil.copy2(str(local_path), merged_path)
|
| 92 |
+
|
| 93 |
+
local = sqlite3.connect(merged_path)
|
| 94 |
+
local.row_factory = sqlite3.Row
|
| 95 |
+
cloud = sqlite3.connect(str(cloud_path))
|
| 96 |
+
cloud.row_factory = sqlite3.Row
|
| 97 |
+
|
| 98 |
+
stats = {'patients_added': 0, 'reports_added': 0, 'reports_updated': 0, 'users_added': 0}
|
| 99 |
+
|
| 100 |
+
# --- Merge patients ---
|
| 101 |
+
cloud_patients = cloud.execute('SELECT * FROM patients').fetchall()
|
| 102 |
+
for cp in cloud_patients:
|
| 103 |
+
existing = local.execute('SELECT id FROM patients WHERE chart_no=?', (cp['chart_no'],)).fetchone()
|
| 104 |
+
if not existing:
|
| 105 |
+
local.execute(
|
| 106 |
+
'INSERT INTO patients (patient_name, chart_no, donor_hla, created_at) VALUES (?,?,?,?)',
|
| 107 |
+
(cp['patient_name'], cp['chart_no'], cp['donor_hla'] or '', cp['created_at']))
|
| 108 |
+
stats['patients_added'] += 1
|
| 109 |
+
else:
|
| 110 |
+
# Update donor_hla if cloud has it and local doesn't
|
| 111 |
+
local_donor = local.execute('SELECT donor_hla FROM patients WHERE id=?', (existing['id'],)).fetchone()
|
| 112 |
+
if cp['donor_hla'] and not (local_donor and local_donor['donor_hla']):
|
| 113 |
+
local.execute('UPDATE patients SET donor_hla=? WHERE id=?', (cp['donor_hla'], existing['id']))
|
| 114 |
+
|
| 115 |
+
# --- Merge reports ---
|
| 116 |
+
# Build chart_no -> local patient_id mapping
|
| 117 |
+
local_patients = {r['chart_no']: r['id'] for r in local.execute('SELECT id, chart_no FROM patients').fetchall()}
|
| 118 |
+
|
| 119 |
+
cloud_reports = cloud.execute('''
|
| 120 |
+
SELECT r.*, p.chart_no FROM reports r JOIN patients p ON p.id = r.patient_id
|
| 121 |
+
''').fetchall()
|
| 122 |
+
|
| 123 |
+
for cr in cloud_reports:
|
| 124 |
+
chart_no = cr['chart_no']
|
| 125 |
+
local_pid = local_patients.get(chart_no)
|
| 126 |
+
if not local_pid:
|
| 127 |
+
continue
|
| 128 |
+
|
| 129 |
+
# Check if same report exists locally
|
| 130 |
+
existing = local.execute(
|
| 131 |
+
'SELECT id, COALESCE(updated_at, created_at) as ts FROM reports WHERE patient_id=? AND report_date=? AND pra_class=?',
|
| 132 |
+
(local_pid, cr['report_date'], cr['pra_class'])
|
| 133 |
+
).fetchone()
|
| 134 |
+
|
| 135 |
+
cloud_ts = cr['updated_at'] or cr['created_at'] or ''
|
| 136 |
+
|
| 137 |
+
if not existing:
|
| 138 |
+
# Cloud has a report local doesn't -> add
|
| 139 |
+
cur = local.execute(
|
| 140 |
+
'''INSERT INTO reports (patient_id, report_date, pra_class, pra_percent, overall,
|
| 141 |
+
specificity, comment, status, submitted_by, created_at, updated_at)
|
| 142 |
+
VALUES (?,?,?,?,?,?,?,?,?,?,?)''',
|
| 143 |
+
(local_pid, cr['report_date'], cr['pra_class'], cr['pra_percent'],
|
| 144 |
+
cr['overall'], cr['specificity'], cr['comment'], cr['status'] or 'draft',
|
| 145 |
+
cr['submitted_by'] or '', cr['created_at'], cr['updated_at']))
|
| 146 |
+
new_rid = cur.lastrowid
|
| 147 |
+
# Copy antibody_strength
|
| 148 |
+
cloud_abs = cloud.execute('SELECT * FROM antibody_strength WHERE report_id=?', (cr['id'],)).fetchall()
|
| 149 |
+
for ab in cloud_abs:
|
| 150 |
+
local.execute(
|
| 151 |
+
'''INSERT INTO antibody_strength (report_id, antigen, allele, max_mfi, mean_mfi, no_of_beads, bead_ids)
|
| 152 |
+
VALUES (?,?,?,?,?,?,?)''',
|
| 153 |
+
(new_rid, ab['antigen'], ab['allele'], ab['max_mfi'], ab['mean_mfi'], ab['no_of_beads'], ab['bead_ids']))
|
| 154 |
+
stats['reports_added'] += 1
|
| 155 |
+
|
| 156 |
+
elif cloud_ts > (existing['ts'] or ''):
|
| 157 |
+
# Cloud is newer -> update
|
| 158 |
+
rid = existing['id']
|
| 159 |
+
local.execute(
|
| 160 |
+
'''UPDATE reports SET pra_percent=?, overall=?, specificity=?, comment=?,
|
| 161 |
+
status=?, submitted_by=?, updated_at=? WHERE id=?''',
|
| 162 |
+
(cr['pra_percent'], cr['overall'], cr['specificity'], cr['comment'],
|
| 163 |
+
cr['status'] or 'draft', cr['submitted_by'] or '', cr['updated_at'], rid))
|
| 164 |
+
# Replace antibody_strength
|
| 165 |
+
local.execute('DELETE FROM antibody_strength WHERE report_id=?', (rid,))
|
| 166 |
+
cloud_abs = cloud.execute('SELECT * FROM antibody_strength WHERE report_id=?', (cr['id'],)).fetchall()
|
| 167 |
+
for ab in cloud_abs:
|
| 168 |
+
local.execute(
|
| 169 |
+
'''INSERT INTO antibody_strength (report_id, antigen, allele, max_mfi, mean_mfi, no_of_beads, bead_ids)
|
| 170 |
+
VALUES (?,?,?,?,?,?,?)''',
|
| 171 |
+
(rid, ab['antigen'], ab['allele'], ab['max_mfi'], ab['mean_mfi'], ab['no_of_beads'], ab['bead_ids']))
|
| 172 |
+
stats['reports_updated'] += 1
|
| 173 |
+
|
| 174 |
+
# --- Merge users ---
|
| 175 |
+
stats['users_updated'] = 0
|
| 176 |
+
cloud_users = cloud.execute('SELECT * FROM users').fetchall()
|
| 177 |
+
for cu in cloud_users:
|
| 178 |
+
existing = local.execute('SELECT id, COALESCE(edit_time, created_at) as ts FROM users WHERE username=?',
|
| 179 |
+
(cu['username'],)).fetchone()
|
| 180 |
+
cloud_ts = ''
|
| 181 |
+
try:
|
| 182 |
+
cloud_ts = cu['edit_time'] or cu['created_at'] or ''
|
| 183 |
+
except (IndexError, KeyError):
|
| 184 |
+
cloud_ts = cu['created_at'] if 'created_at' in cu.keys() else ''
|
| 185 |
+
|
| 186 |
+
if not existing:
|
| 187 |
+
# Cloud only -> add
|
| 188 |
+
cols = ['username', 'display_name', 'password_hash', 'password_plain', 'role', 'created_at', 'edit_time']
|
| 189 |
+
vals = []
|
| 190 |
+
for c in cols:
|
| 191 |
+
try:
|
| 192 |
+
vals.append(cu[c] or '')
|
| 193 |
+
except (IndexError, KeyError):
|
| 194 |
+
vals.append('')
|
| 195 |
+
local.execute(
|
| 196 |
+
f'INSERT INTO users ({",".join(cols)}) VALUES ({",".join(["?"]*len(cols))})', vals)
|
| 197 |
+
stats['users_added'] += 1
|
| 198 |
+
elif cloud_ts > (existing['ts'] or ''):
|
| 199 |
+
# Cloud is newer -> update
|
| 200 |
+
local.execute(
|
| 201 |
+
'''UPDATE users SET display_name=?, password_hash=?, password_plain=?, role=?, edit_time=?
|
| 202 |
+
WHERE id=?''',
|
| 203 |
+
(cu['display_name'] or '', cu['password_hash'], cu['password_plain'] or '',
|
| 204 |
+
cu['role'] or 'user', cloud_ts, existing['id']))
|
| 205 |
+
stats['users_updated'] += 1
|
| 206 |
+
|
| 207 |
+
local.commit()
|
| 208 |
+
local.close()
|
| 209 |
+
cloud.close()
|
| 210 |
+
|
| 211 |
+
return merged_path, stats
|
| 212 |
+
|
| 213 |
+
|
| 214 |
+
def sync():
|
| 215 |
+
print('=== PRA DB Sync ===\n')
|
| 216 |
+
|
| 217 |
+
local_info = get_db_info(LOCAL_DB)
|
| 218 |
+
print(f'Local: {local_info["patients"]} patients, {local_info["reports"]} reports, {local_info["users"]} users, latest: {local_info["latest"] or "(none)"}')
|
| 219 |
+
|
| 220 |
+
print('Downloading cloud DB...')
|
| 221 |
+
cloud_path = download_cloud_db()
|
| 222 |
+
if not cloud_path:
|
| 223 |
+
print('無法取得雲端 DB')
|
| 224 |
+
return
|
| 225 |
+
|
| 226 |
+
cloud_info = get_db_info(cloud_path)
|
| 227 |
+
print(f'Cloud: {cloud_info["patients"]} patients, {cloud_info["reports"]} reports, {cloud_info["users"]} users, latest: {cloud_info["latest"] or "(none)"}')
|
| 228 |
+
print()
|
| 229 |
+
|
| 230 |
+
if (local_info['latest'] == cloud_info['latest']
|
| 231 |
+
and local_info['reports'] == cloud_info['reports']
|
| 232 |
+
and local_info['patients'] == cloud_info['patients']
|
| 233 |
+
and local_info['users'] == cloud_info['users']):
|
| 234 |
+
print('兩邊一致,不需要同步')
|
| 235 |
+
return
|
| 236 |
+
|
| 237 |
+
# Merge
|
| 238 |
+
print('合併中...')
|
| 239 |
+
bk = backup_local()
|
| 240 |
+
if bk:
|
| 241 |
+
print(f' 已備份 Local → {bk.name}')
|
| 242 |
+
|
| 243 |
+
merged_path, stats = merge_dbs(LOCAL_DB, cloud_path)
|
| 244 |
+
|
| 245 |
+
print(f' 新增 patients: {stats["patients_added"]}')
|
| 246 |
+
print(f' 新增 reports: {stats["reports_added"]}')
|
| 247 |
+
print(f' 更新 reports: {stats["reports_updated"]}')
|
| 248 |
+
print(f' 新增 users: {stats["users_added"]}')
|
| 249 |
+
print(f' 更新 users: {stats["users_updated"]}')
|
| 250 |
+
|
| 251 |
+
# Replace local with merged
|
| 252 |
+
shutil.copy2(merged_path, str(LOCAL_DB))
|
| 253 |
+
merged_info = get_db_info(LOCAL_DB)
|
| 254 |
+
print(f'\nMerged: {merged_info["patients"]} patients, {merged_info["reports"]} reports, {merged_info["users"]} users')
|
| 255 |
+
|
| 256 |
+
# Upload merged to cloud
|
| 257 |
+
print('上傳合併結果到雲端...')
|
| 258 |
+
upload_db(LOCAL_DB)
|
| 259 |
+
|
| 260 |
+
print('\n同步完成')
|
| 261 |
+
|
| 262 |
+
|
| 263 |
+
if __name__ == '__main__':
|
| 264 |
+
sync()
|