Add archived/tongtool-temu-shipping-calc

2026-07-10 16:10:52 +08:00
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+---
+name: tongtool-temu-shipping-calc
+description: Playwright automation for Tongtool ERP TEMU semi-managed orders — filter pre-print orders WITHOUT existing remarks, login with captcha retry, iterate through each order, open 仓储物流 → 邮寄方式解析 → TEMU平台接口试算, click 查询, find cheapest shipping price, write remark to order (or error remark on failure), and support scheduled looping.
+---
+
+# Tongtool TEMU Shipping Cost Calculator (v2)
+
+End-to-end automation: **find pre-print (未完成通途打印) TEMU half-managed orders without remarks** → compute cheapest TEMU API shipping price → write remark back to order → repeat on schedule.
+
+## Core Requirements (User Spec)
+
+1. **筛选目标**：未完成通途打印步骤 **且** 没有备注 的 TEMU 半托管订单
+2. **逐个处理**：订单详情 → 仓储物流 → 邮寄方式解析 → **TEMU平台接口试算**（⚠️ 不是运费模板试算）→ 点击查询 → 找出最低价
+3. **写入备注**：
+   - 成功：格式如 `GOFO,Standard 预估$2.50`
+   - 失败：写入 `出错没找到最低价`
+4. **定时循环**：支持 cron/systemd 定时重复执行
+
+## Prerequisites
+- `playwright` + Chromium at `/home/ubuntu/.cache/ms-playwright/chromium-1217/chrome-linux64/chrome`
+- `ddddocr` for captcha OCR
+- `requests` for captcha image download
+- Tongtool account: `ozonezsjgw@163.com` / `111111`
+
+## 1. Login with Captcha Retry
+
+**Critical fix**: `ddddocr` may return CJK symbols/non-printable chars. Filter to ASCII alphanumeric before character substitution.
+
+```python
+import asyncio, re, subprocess, requests
+from playwright.async_api import async_playwright
+
+USERNAME = 'ozonezsjgw@163.com'
+PASSWORD = '111111'
+BROWSER_PATH = '/home/ubuntu/.cache/ms-playwright/chromium-1217/chrome-linux64/chrome'
+
+def correct_ocr(raw):
+    cleaned = ''.join(c for c in raw if c.isascii() and c.isalnum())
+    return cleaned.translate(str.maketrans('oliOSsZz', '01105522'))
+
+async def do_login(page, context):
+    await page.goto('https://passport.tongtool.com/')
+    await asyncio.sleep(3)
+    await page.fill('input[name="username"]', USERNAME)
+    await page.fill('input[name="password"]', PASSWORD)
+    
+    for attempt in range(5):
+        img = page.locator('img#captcha')
+        src = await img.get_attribute('src')
+        if src.startswith('/'):
+            src = 'https://passport.tongtool.com' + src
+        cookies = await context.cookies()
+        cookie_dict = {c['name']: c['value'] for c in cookies}
+        resp = requests.get(src, cookies=cookie_dict, timeout=10)
+        raw = subprocess.check_output(['python3', '-c', f"""
+import ddddocr
+print(ddddocr.DdddOcr(show_ad=False).classification({resp.content!r}))
+"""]).decode().strip()
+        code = correct_ocr(raw)
+        if len(code) < 4:
+            await img.click()
+            await asyncio.sleep(2)
+            continue
+        await page.fill('input[name="captcha"]', code)
+        await page.click('button.btn-primary')
+        await asyncio.sleep(8)
+        if 'member' in page.url:
+            return True
+    return False
+```
+
+## 2. Navigate + Select Warehouse
+
+```python
+async def goto_wait_stock(page):
+    await page.goto('https://yijiety.tongtool.com/warehouse/assignStockSelfMaintenance/index.htm')
+    await asyncio.sleep(30)
+
+    # Open warehouse dropdown
+    await page.evaluate("""
+        var spans = document.querySelectorAll('span');
+        for (var s of spans) {
+            if (s.textContent.trim() === '请选择仓库:') {
+                s.parentElement.click(); break;
+            }
+        }
+    """)
+    await asyncio.sleep(3)
+    await page.evaluate("document.querySelector('td[title=\"武汉仓库\"]').click()")
+    await asyncio.sleep(15)
+
+    # Click 查询
+    await page.evaluate("""
+        var all = document.querySelectorAll('a, button, span');
+        for (var i=0; i<all.length; i++) {
+            if (all[i].textContent.trim() === '查询') { all[i].click(); break; }
+        }
+    """)
+    await asyncio.sleep(10)
+```
+
+## 3. ⭐ Filter: Pre-Print TEMU Half-Managed Orders WITHOUT Remarks
+
+Extract each row's: order_no, print status, existing remark. Keep only rows where **Tongtool print step is NOT completed AND remark is empty**.
+
+**Critical Update**: Do not rely purely on UI scraping (which often loops over the same first page of 50 already-skipped items). Instead, fetch a fresh list of target un-remarked orders using the Tongtool OpenAPI backend, then feed that list into the UI script to force processing of unseen pages/orders.
+
+```python
+async def find_target_orders(page):
+    """Returns list of target order numbers.
+       - Matches TEMU order pattern (-PO-)
+       - Relies on idempotency (skips if already remarked)
+    """
+    targets = await page.evaluate("""() => {
+        var rows = document.querySelectorAll('tr, div.grid-row, div.x-grid3-row');
+        var results = [];
+        for (var row of rows) {
+            var orderNo = '';
+            // Remove whitespace from textContent to prevent regex breaking on visually wrapped long IDs
+            for (var cell of row.querySelectorAll('td, div.cell')) {
+                var txt = (cell.textContent || '').replace(/\\s+/g, '');
+                var m = txt.match(/([A-Za-z0-9]+-PO-\\d+-\\d+)/i);
+                if (m) { orderNo = m[1]; break; }
+            }
+            if (!orderNo) continue;
+            
+            // Idempotency: skip if already processed
+            var rowText = row.textContent || '';
+            var hasRemark = rowText.includes('[TEMU试算]') || rowText.includes('出错没找到最低价');
+            if (hasRemark) continue;
+            
+            results.push(orderNo);
+        }
+        return results;
+    }""")
+    # Deduplicate
+    seen = set()
+    unique = []
+    for o in targets:
+        if o not in seen:
+            seen.add(o)
+            unique.append(o)
+    print(f'Found {len(unique)} pre-print, un-remarked TEMU half-managed orders')
+    return unique
+```
+
+> **Note**: Exact selectors for order status and remark columns may vary. If the default logic misses, use DevTools to find the specific column class/index and adjust the `rowText` check to read targeted `tds[idx]` instead.
+
+## 4. Open 邮寄方式解析 Popup (per order)
+
+**Critical**: 编辑 button requires exact text match `=== '编辑'` + visibility check. `includes('编辑')` matches invisible nodes.
+
+```python
+async def open_shipping_popup(page, order_no):
+    # Close residual popups
+    await page.evaluate("""
+        var closeBtns = document.querySelectorAll('.jclose-blue, .close, [title="关闭"], .layui-layer-close');
+        for (var i=0; i<closeBtns.length; i++) closeBtns[i].click();
+    """)
+    await asyncio.sleep(2)
+
+    # Click order number link
+    clicked = await page.evaluate(f"""() => {{
+        var links = document.querySelectorAll('a');
+        for (var i=0; i<links.length; i++) {{
+            if (links[i].textContent.includes('{order_no}')) {{
+                links[i].click(); return true;
+            }}
+        }}
+        return false;
+    }}""")
+    if not clicked:
+        return False
+    await asyncio.sleep(12)
+
+    # Click 仓储物流
+    await page.evaluate("""() => {
+        var all = document.querySelectorAll('*');
+        for (var i=0; i<all.length; i++) {
+            if (all[i].textContent.trim() === '仓储物流' && all[i].offsetHeight > 0) {
+                all[i].click(); return;
+            }
+        }
+    }""")
+    await asyncio.sleep(8)
+
+    # Click 编辑 — exact match + visibility
+    await page.evaluate("""() => {
+        var all = document.querySelectorAll('a, button, span');
+        for (var i=0; i<all.length; i++) {
+            if (all[i].textContent.trim() === '编辑') {
+                var rect = all[i].getBoundingClientRect();
+                if (rect.width > 0 && rect.height > 0) {
+                    all[i].click(); return;
+                }
+            }
+        }
+    }""")
+    await asyncio.sleep(8)
+
+    # Click 邮寄方式解析
+    opened = await page.evaluate("""() => {
+        var all = document.querySelectorAll('a');
+        for (var i=0; i<all.length; i++) {
+            if (all[i].textContent.trim() === '邮寄方式解析') {
+                all[i].click(); return true;
+            }
+        }
+        return false;
+    }""")
+    await asyncio.sleep(12)
+    return opened
+```
+
+## 5. ⭐ Switch to TEMU平台接口试算 Tab + Click 查询 + Extract Cheapest
+
+**Critical**: 
+- Popup is a `div[windowid]` with `.jbox` class (NOT iframe)
+- Tab panel has `id="tabpanelDiv"`, tabs are `<li tabtitle="...">`
+- **Must click `TEMU平台接口试算` tab** (NOT `运费模板试算`)
+- After switching tab, **must click 查询** button inside `#temuShippingMethod` to trigger API call
+- Prices come back as e.g. `GOFO` (carrier) / `Standard` (method) / `$2.50` (USD price)
+
+```python
+async def extract_temu_cheapest(page):
+    """Returns string like 'GOFO,Standard 预估$2.50' or None on failure."""
+    # Step 1: Switch to TEMU tab
+    switched = await page.evaluate("""() => {
+        var popups = document.querySelectorAll('div[windowid]');
+        var popup = null;
+        for (var p of popups) {
+            if (p.querySelector('#tabpanelDiv')) { popup = p; break; }
+        }
+        if (!popup) return false;
+        var tab = popup.querySelector('li[tabtitle="TEMU平台接口试算"]');
+        if (tab) { tab.click(); return true; }
+        return false;
+    }""")
+    if not switched:
+        return None
+    await asyncio.sleep(10)
+
+    # Step 2: Click 查询 button inside #temuShippingMethod
+    await page.evaluate("""() => {
+        var popups = document.querySelectorAll('div[windowid]');
+        var popup = null;
+        for (var p of popups) {
+            if (p.querySelector('#tabpanelDiv')) { popup = p; break; }
+        }
+        if (!popup) return;
+        var temuDiv = popup.querySelector('#temuShippingMethod');
+        if (temuDiv && !temuDiv.classList.contains('hide')) {
+            var btns = temuDiv.querySelectorAll('a, button');
+            for (var b of btns) {
+                if (b.textContent.includes('查询') || b.textContent.includes('试算')) {
+                    b.click(); return;
+                }
+            }
+        }
+    }""")
+    await asyncio.sleep(12)
+
+    # Step 3: Extract all carrier/method/price triples and find cheapest
+    prices = await page.evaluate("""() => {
+        var popups = document.querySelectorAll('div[windowid]');
+        var popup = null;
+        for (var p of popups) {
+            if (p.querySelector('#tabpanelDiv')) { popup = p; break; }
+        }
+        if (!popup) return [];
+        var temuDiv = popup.querySelector('#temuShippingMethod');
+        if (!temuDiv) return [];
+        
+        var results = [];
+        var rows = temuDiv.querySelectorAll('tr');
+        for (var row of rows) {
+            var tds = row.querySelectorAll('td');
+            if (tds.length < 3) continue;
+            // Try to find USD price ($x.xx) in the row
+            var rowText = row.textContent;
+            var currency = '$';
+            var priceMatch = rowText.match(/\\$\\s*(\\d+\\.\\d+)/);
+            if (!priceMatch) {
+                priceMatch = rowText.match(/[¥￥]\\s*(\\d+\\.\\d+)/);
+                currency = '¥';
+            }
+            if (!priceMatch) continue;
+            
+            // Skip disabled options ("未启用") entirely
+            if (rowText.includes('未启用')) continue;
+            
+            // carrier usually in td[1] or td[0], method in td[2]
+            var carrier = '', method = '';
+            for (var td of tds) {
+                var t = td.textContent.trim();
+                if (!t || t === priceMatch[0]) continue;
+                if (!carrier) { carrier = t; continue; }
+                if (!method)  { method  = t; break; }
+            }
+            if (!carrier && !method) continue;
+            results.push({
+                carrier: carrier,
+                method: method,
+                currency: currency,
+                price: parseFloat(priceMatch[1])
+            });
+        }
+        return results;
+    }""")
+
+    if not prices:
+        return None
+    cheapest = min(prices, key=lambda x: x['price'])
+    
+    # Format: 'GOFO,Standard 预估$2.50'
+    # Fallback to handle missing carrier
+    c = (cheapest.get('carrier') or '').strip()
+    m = (cheapest.get('method') or '').strip()
+    label = f"{c}>>{m}" if c and m else (c or m)
+    return f"{label} {cheapest['currency']}{cheapest['price']:.2f}"
+```
+
+## 6. Add Order Remark (success OR error)
+
+```python
+async def add_remark(page, remark_text):
+    """Add remark text (success price OR error message) to the open order."""
+    clicked = await page.evaluate("""() => {
+        var btn = document.querySelector('#addOrderRemark');
+        if (btn) { 
+            var a = btn.querySelector('a');
+            if (a) { a.click(); return true; }
+        }
+        return false;
+    }""")
+    if not clicked:
+        return False
+    await asyncio.sleep(5)
+
+    # Fill textarea (escape single quotes in remark_text)
+    escaped = remark_text.replace("'", "\\'").replace('"', '\\"')
+    await page.evaluate(f"""() => {{
+        var ta = document.querySelector('textarea');
+        if (ta) {{ 
+            ta.value = '{escaped}';
+            ta.dispatchEvent(new Event('input', {{bubbles:true}}));
+            ta.dispatchEvent(new Event('change', {{bubbles:true}}));
+        }}
+    }}""")
+    await asyncio.sleep(1)
+
+    # Click 保存
+    saved = await page.evaluate("""() => {
+        var links = document.querySelectorAll('a, button');
+        for (var i=0; i<links.length; i++) {
+            if (links[i].textContent.trim() === '保存') {
+                links[i].click(); return true;
+            }
+        }
+        return false;
+    }""")
+    await asyncio.sleep(3)
+    return saved
+```
+
+## 7. Close Popup (between orders)
+
+```python
+async def close_popup(page):
+    await page.evaluate("""
+        var closeBtns = document.querySelectorAll('.jclose-blue, .close, [title="关闭"], .layui-layer-close');
+        for (var i=0; i<closeBtns.length; i++) closeBtns[i].click();
+    """)
+    await asyncio.sleep(2)
+```
+
+## 8. Full Workflow (One Pass)
+
+```python
+ERROR_REMARK = '出错没找到最低价'
+
+async def process_one_order(page, order_no):
+    """Returns dict: {order, remark, success}"""
+    try:
+        opened = await open_shipping_popup(page, order_no)
+        if not opened:
+            return {'order': order_no, 'remark': ERROR_REMARK, 'success': False,
+                    'reason': 'popup_failed'}
+        
+        remark = await extract_temu_cheapest(page)
+        if not remark:
+            remark = ERROR_REMARK
+            success = False
+        else:
+            success = True
+        
+        await add_remark(page, remark)
+        await close_popup(page)
+        return {'order': order_no, 'remark': remark, 'success': success}
+    except Exception as e:
+        try:
+            await add_remark(page, ERROR_REMARK)
+            await close_popup(page)
+        except Exception:
+            pass
+        return {'order': order_no, 'remark': ERROR_REMARK, 'success': False,
+                'reason': str(e)}
+
+async def run_once():
+    async with async_playwright() as p:
+        browser = await p.chromium.launch(
+            executable_path=BROWSER_PATH,
+            headless=True,
+            args=['--no-sandbox', '--disable-dev-shm-usage', '--disable-gpu']
+        )
+        context = await browser.new_context()
+        page = await context.new_page()
+
+        if not await do_login(page, context):
+            await browser.close()
+            return []
+
+        await goto_wait_stock(page)
+        targets = await find_target_orders(page)
+
+        results = []
+        for order_no in targets:
+            r = await process_one_order(page, order_no)
+            print(r)
+            results.append(r)
+            await asyncio.sleep(3)
+
+        await browser.close()
+        return results
+```
+
+## 9. ⭐ Scheduled Loop
+
+### Option A: Python in-process loop
+```python
+import time
+
+INTERVAL_MINUTES = 30
+
+async def scheduled_loop():
+    while True:
+        print(f'=== Run started at {datetime.now()} ===')
+        try:
+            results = await run_once()
+            success = sum(1 for r in results if r['success'])
+            print(f'Done: {success}/{len(results)} succeeded')
+        except Exception as e:
+            print(f'Run failed: {e}')
+        await asyncio.sleep(INTERVAL_MINUTES * 60)
+
+if __name__ == '__main__':
+    asyncio.run(scheduled_loop())
+```
+
+### Option B: systemd timer (recommended for production)
+Create `/etc/systemd/system/temu-shipping.service`:
+```ini
+[Unit]
+Description=Tongtool TEMU Shipping Cost Auto-Remark
+
+[Service]
+Type=oneshot
+User=ubuntu
+WorkingDirectory=/home/ubuntu
+ExecStart=/home/ubuntu/.hermes/hermes-agent/venv/bin/python3 /home/ubuntu/temu_shipping.py
+```
+
+Create `/etc/systemd/system/temu-shipping.timer`:
+```ini
+[Unit]
+Description=Run TEMU shipping cost calc every 30 min
+
+[Timer]
+OnBootSec=5min
+OnUnitActiveSec=30min
+Persistent=true
+
+[Install]
+WantedBy=timers.target
+```
+
+Enable:
+```bash
+sudo systemctl daemon-reload
+sudo systemctl enable --now temu-shipping.timer
+```
+
+### Option C: Hermes cronjob tool
+```python
+cronjob(
+    action='create',
+    name='tongtool-temu-shipping-auto',
+    schedule='*/30 * * * *',   # every 30 min
+    prompt='Load skill tongtool-temu-shipping-calc and run run_once().',
+    skills=['tongtool-temu-shipping-calc'],
+    enabled_toolsets=['terminal', 'file', 'browser'],
+    deliver='local'
+)
+```
+
+## Pitfalls & Lessons Learned
+
+**Read `references/pitfalls_and_discoveries.md`** before writing new automation! Contains critical solutions for bypassing the infinite-skip pagination trap using OpenAPI, and preventing the selection of "未启用" (disabled) shipping methods during DOM scraping.
+
+1. **Use TEMU平台接口试算, NOT 运费模板试算**: Default tab is 运费模板试算; must explicitly click `li[tabtitle="TEMU平台接口试算"]`. Running extraction without sorting returns wrong (template-based) data.
+
+2. **Price is USD ($), not CNY (¥)**: TEMU API试算 returns US dollar prices formatted `$2.50`. Regex: `/\$\s*(\d+\.\d+)/`. Remark format: `GOFO,Standard 预估$2.50`.
+
+3. **Error-recovery remark**: On ANY failure (popup timeout, empty price list, exception) → write `出错没找到最低价` so next run's filter (`hasRemark`) skips this order and doesn't retry infinitely.
+
+4. **Filter must exclude already-remarked orders**: This is what makes scheduled looping idempotent. If row text contains `$x.xx`, `预估$`, or `出错没找到最低价` → already processed, skip.
+
+5. **Captcha OCR filter**: `c.isascii() and c.isalnum()` before char substitution, else ddddocr CJK noise breaks login.
+
+6. **"编辑" button**: exact match `=== '编辑'` + `getBoundingClientRect().width > 0`. Naive `includes('编辑')` hits invisible DOM.
+
+7. **Popup is `div[windowid]`, not iframe**: Random `windowid` attribute, lives in main page DOM. Search by `#tabpanelDiv` structure, not by hardcoded ID.
+
+8. **查询 button inside #temuShippingMethod must be clicked after tab switch**: Tab switch alone doesn't trigger API call.
+
+9. **Dispatch input/change events after setting textarea value**: React/Vue components won't detect `.value = ...` assignment without events. Use `dispatchEvent(new Event('input'))`.
+
+10. **Warehouse selection**: dropdown is custom component — click label parent, then `td[title="武汉仓库"]`.
+
+11. **Generous waits between actions**: SPA uses ExtJS-style rendering; use 8–15s between clicks for reliable popup/tab rendering.
+
+12. **Session 2026-04-28 test**: Successfully logged in and processed 2 TEMU half-managed orders out of 50 total orders.
+
+13. **2026-04-28 单轮实测（limit=3）**: 登录一次过（captcha='35cn2'），目标订单 1 个 `ALuckhalf-PO-211-17213720356471367`，成功写入备注 `[TEMU试算]USPS,Ground Advantage $3.32`（原始文本 `预估$3.32; 2-5 个工作日送达`）。脚本：`/home/ubuntu/scripts/tongtool_temu_once.py`（用法 `python3 scripts/tongtool_temu_once.py [limit]`）。
+
+14. **carrier 列可能为空**: 某些 TEMU 平台返回的表只有 method 列而 carrier 列空，格式化备注时要做兜底 `label = f"{c}>>{m}" if c and m else (c or m)`，否则备注变成 `>>USPS,...` 这种首字段空的难看格式。
+
+15. **避免 ddddocr subprocess 启动**: 用 subprocess 把图片字节 `{resp.content!r}` 作为参数拼进 python -c 命令会传超大二进制，极易失败。应在主进程直接 `import ddddocr; ocr.classification(bytes)`。venv `/home/ubuntu/.hermes/hermes-agent/venv/bin/python3` 已装 ddddocr。
+
+16. **运行结果持久化**: 每轮输出 `/home/ubuntu/tongtool_temu_runs/run_<ts>.json`，便于事后审计和诊断。
+
+17. **Order Number Extraction**: Use `textContent` and `.replace(/\s+/g, '')` instead of `innerText`. Tongtool inserts visual line breaks in long order numbers (e.g., `2ALuckhalf...726`), which breaks regex matching if whitespace isn't stripped.
+
+18. **Order Number Pattern**: TEMU half-managed orders do NOT always contain the word `half` (e.g., `88NewGrou-PO-...`). Use `([A-Za-z0-9]+-PO-\d+-\d+)` to match all of them.
+
+19. **Status Filter**: Removed DOM-based status checks per user preference. Rely purely on idempotency (checking for `[TEMU试算]` or `出错没找到最低价`) to determine if an order needs processing.
+
+20. **Tongtool 订单状态生命周期**: 订单状态依次流转为：`订单生成` → `付款` → `检查` → `配货` → `物流商下单` → `通途打印` → `通途发货` → `物流商发货` → `签收`。筛选时，若要处理发货前的订单，需排查包含 `通途打印` 及后续状态的关键字，而不能仅依赖 `已发货`，因为“通途打印”标志着仓库作业已实质开始。
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+21. **⚠️ PASSWORD 被占位符替换导致登录失败**: 脚本文件（如 `tongtool_temu_once_v2.py`）中的 `PASSWORD='***'` 是脱敏占位符，实际运行时会被拒绝。若 OCR 返回的验证码看起来正常（如 `g72fg`、`55m38d`）但登录反复失败，先用 `grep -n "PASSWORD"` 检查是否为 `'***'` 或 `'111111'`。可通过以下命令批量检查目录下所有脚本：`grep -rn "PASSWORD.*='\\*\\*\\*'" /home/ubuntu/scripts/`。
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+22. **浏览器启动参数需加 `ignore_https_errors=True`**: `context = await browser.new_context(ignore_https_errors=True)` 避免 Tongtool 子域（如 `yijiety.tongtool.com`）的证书问题阻断页面加载。
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+23. **`goto_wait_stock` 需等待 30 秒**: 待配货页 (`assignStockSelfMaintenance/index.htm`) 是重度 SPA，首次加载后 ExtJS 组件渲染耗时约 20-30 秒。`await asyncio.sleep(30)` 后再操作仓库下拉框，否则选择器可能匹配不到 DOM。
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+24. **单脚本文件路径**: 当前稳定版本为 `/home/ubuntu/scripts/tongtool_temu_once_v2.py`，用法：`python3 scripts/tongtool_temu_once_v2.py [limit]`。运行结果自动写入 `/home/ubuntu/tongtool_temu_runs/run_<ts>.json`。
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+25. **"未启用" (Disabled) Shipping Options**: TEMU API often returns shipping methods that are disabled ("未启用") and completely lack carrier/method text, causing them to be parsed with empty labels (e.g., `>>undefined`) but sometimes containing valid prices. The DOM scraper must explicitly check `rowText.includes('未启用')` and skip the row, and also skip saving entries where both `carrier` and `method` are empty.
+26. **OpenAPI Pagination Bypass**: To process batches of orders without getting stuck on paginated UI containing already-handled orders, query `open.tongtool.com/apiv3-service/openapi/tongtool/ordersQuery` (using `merchantId`, `pageNo`, and `pageSize`) to get a clean list of orders first (filtering out ones with `[TEMU试算]` in remark), sort them by the last 4 digits of order ID, and feed this target list to the UI automation script.