Crawl/backend/crawl/scrape_aliyun_models.py

#!/usr/bin/env python3
"""
Aliyun Model Price Scraper - Final Improved Version
- 使用 Playwright 渲染页面并抓取"模型价格"区域内的价格信息
- 支持单个模型页面 URL，或从文件读取多个 URL

改进要点：
1. 能够生成阶梯计费结构：{input: {tier1: {...}, tier2: {...}}, output: {...}}
2. 优惠标记正确处理：label只保留基础部分，优惠信息放入note字段
3. 强化过滤：完全排除工具调用价格（包括"千次调用"单位）

依赖:
  pip install playwright beautifulsoup4 lxml
  python -m playwright install

用法示例:
  python scrape_aliyun_models.py --url "https://bailian.console.aliyun.com/.../qwen3-max"
  python scrape_aliyun_models.py --file urls.txt

输出: JSON 到 stdout
"""

import argparse
import json
import re
import time
import os
from typing import List, Dict, Optional

from bs4 import BeautifulSoup, FeatureNotFound
from bs4.element import Tag
from playwright.sync_api import sync_playwright, TimeoutError as PlaywrightTimeoutError


TOOL_CALL_RE = re.compile(
    r"调用|工具|接口|api调用|api|次调用|千次调用|/千次|每千次|搜索策略|代码解释|文生图|数据增强|模型推理",
    re.I,
)


def _is_tool_call_item(label: str, raw: str, unit: str) -> bool:
    label_l = label.lower()
    raw_l = raw.lower()
    unit_l = unit.lower()
    if TOOL_CALL_RE.search(label_l) or TOOL_CALL_RE.search(raw_l) or TOOL_CALL_RE.search(unit_l):
        return True
    if "千次" in unit_l or "/千" in unit_l or "次调用" in unit_l:
        return True
    return False


def _find_nearest_tier_label(lines: List[str], idx: int) -> Optional[str]:
    tier_re = re.compile(r"(输入|输出).*(<=|>=|<|>|\b\d+\s*k|\d+\s*万|\d+\s*千|\d+\s*tokens?)", re.I)
    for step in range(1, 6):
        for pos in (idx - step, idx + step):
            if pos < 0 or pos >= len(lines):
                continue
            candidate = lines[pos]
            if not candidate or re.search(r"([0-9]+(?:\.[0-9]+)?)\s*元", candidate, re.I):
                continue
            if tier_re.search(candidate):
                return candidate.strip()
    return None


def _open_tier_dropdown(page) -> bool:
        try:
                try:
                    selector = page.locator(".efm_ant-select-selector, .ant-select-selector").filter(has_text=re.compile(r"输入.*\d+\s*[kK]"))
                    if selector.count() > 0:
                        selector.first.click(timeout=3000)
                        time.sleep(0.5)
                        return True
                except Exception as e:
                    pass

                ok = page.evaluate(
                        """
                        () => {
                            const isVisible = (el) => {
                                if (!el) return false;
                                const rect = el.getBoundingClientRect();
                                const style = window.getComputedStyle(el);
                                return rect.width > 0 && rect.height > 0 && style.display !== 'none' && style.visibility !== 'hidden';
                            };

                            const norm = (s) => (s || '').replace(/\s+/g, ' ').trim();
                            const tierRe = /输入.*\d+\s*[kK]/i;

                            let clickEl = null;
                            const selectors = Array.from(document.querySelectorAll(
                                ".efm_ant-select-selector, .ant-select-selector"
                            ));
                            for (const el of selectors) {
                                const txt = norm(el.innerText || el.textContent);
                                if (tierRe.test(txt) && isVisible(el)) {
                                    clickEl = el;
                                    break;
                                }
                            }

                            if (!clickEl) {
                                const containers = Array.from(document.querySelectorAll(
                                    ".efm_ant-select, .ant-select"
                                ));
                                for (const el of containers) {
                                    const txt = norm(el.innerText || el.textContent);
                                    if (tierRe.test(txt) && isVisible(el)) {
                                        clickEl = el.querySelector(".efm_ant-select-selector, .ant-select-selector") || el;
                                        break;
                                    }
                                }
                            }

                            if (!isVisible(clickEl)) return false;
                            clickEl.dispatchEvent(new MouseEvent('mousedown', { bubbles: true }));
                            clickEl.dispatchEvent(new MouseEvent('mouseup', { bubbles: true }));
                            clickEl.click();
                            return true;
                        }
                        """
                )
                time.sleep(0.5)
                return bool(ok)
        except Exception:
                return False


def _normalize_tier_option(opt: str) -> str:
        if not opt:
            return "unknown"
        s = opt.replace('\u00a0', ' ')
        m = re.search(r"(\d+\s*k\s*<\s*输入\s*<=\s*\d+\s*k)", s, re.I)
        if not m:
            m = re.search(r"(输入\s*<=\s*\d+\s*k)", s, re.I)
        if not m:
            m = re.search(r"(\d+\s*k\s*<\s*输入)", s, re.I)
        if m:
            key = m.group(1)
            key = re.sub(r"\s+", "", key)
            key = key.replace("输入", "input").replace("输出", "output")
            return key

        if "输入" in s or "输出" in s:
            nums = re.findall(r"\d+\s*k", s, re.I)
            if nums:
                joined = "-".join([n.replace(' ', '') for n in nums])
                if "输入" in s:
                    return f"input_{joined}"
                return f"output_{joined}"

        short = re.sub(r"\s+", " ", s).strip()
        return short[:60]


def _get_tier_options(page) -> List[str]:
    if not _open_tier_dropdown(page):
        return []

    try:
        page.wait_for_selector(
            ".efm_ant-select-dropdown, .ant-select-dropdown",
            state="visible", timeout=3000
        )
    except Exception:
        pass

    options = []
    try:
        options = page.evaluate(
            """
            () => {
                const isVisible = (el) => {
                    const r = el.getBoundingClientRect();
                    const s = window.getComputedStyle(el);
                    return r.width > 0 && r.height > 0 && s.display !== 'none' && s.visibility !== 'hidden';
                };
                const dropdown = Array.from(document.querySelectorAll(
                    '.efm_ant-select-dropdown, .ant-select-dropdown'
                )).find(el => isVisible(el));
                if (!dropdown) return [];
                const leaves = Array.from(dropdown.querySelectorAll('*'))
                    .filter(el => isVisible(el) && el.children.length === 0);
                const texts = leaves
                    .map(el => (el.innerText || el.textContent || '').replace(/\\s+/g, ' ').trim())
                    .filter(t => t.length > 0 && t.length < 60);
                return Array.from(new Set(texts));
            }
            """
        )
        options = [t for t in options if re.search(r"输入", t) and re.search(r"\d+\s*[kK]", t)]
    except Exception:
        options = []

    if not options:
        try:
            options = page.evaluate(
                """
                () => {
                    const isVisible = (el) => {
                        const r = el.getBoundingClientRect();
                        const s = window.getComputedStyle(el);
                        return r.width > 0 && r.height > 0 && s.display !== 'none' && s.visibility !== 'hidden';
                    };
                    const texts = Array.from(document.querySelectorAll('*'))
                        .filter(el => isVisible(el) && el.children.length === 0)
                        .map(el => (el.innerText || el.textContent || '').replace(/\\s+/g, ' ').trim())
                        .filter(t => t.length < 60 && /输入/.test(t) && /\\d+\\s*[kK]/.test(t) && /<=|</.test(t));
                    return Array.from(new Set(texts));
                }
                """
            )
        except Exception:
            options = []

    try:
        page.keyboard.press("Escape")
    except Exception:
        pass

    return list(dict.fromkeys(options))


def _select_tier_option(page, option_text: str) -> bool:
    if not _open_tier_dropdown(page):
        return False

    try:
        page.wait_for_selector(
            ".efm_ant-select-dropdown, .ant-select-dropdown",
            state="visible", timeout=2000,
        )
    except Exception:
        return False

    try:
        try:
            option_loc = page.get_by_text(option_text, exact=True).first
            option_loc.click(timeout=3000, force=False)
            time.sleep(0.6)
            return True
        except Exception:
            pass

        clicked = page.evaluate(
            """
            (opt) => {
              const isVisible = (el) => {
                if (!el) return false;
                const rect = el.getBoundingClientRect();
                const style = window.getComputedStyle(el);
                return rect.width > 0 && rect.height > 0 && style.display !== 'none' && style.visibility !== 'hidden';
              };
              const norm = (s) => (s || '').replace(/\s+/g, ' ').trim();
              const nodes = Array.from(document.querySelectorAll(
                ".efm_ant-select-item-option-content, [role='option'], .efm_ant-select-item, .ant-select-item"
              ));
              const target = nodes.find((n) => norm(n.textContent) === opt && isVisible(n));
              if (!target) return false;
              const clickEl = target.closest(".efm_ant-select-item, [role='option']") || target;
              clickEl.dispatchEvent(new MouseEvent('mousedown', { bubbles: true }));
              clickEl.dispatchEvent(new MouseEvent('mouseup', { bubbles: true }));
              clickEl.click();
              return true;
            }
            """,
            option_text,
        )
        if clicked:
            time.sleep(0.6)
            return True
        return False
    except Exception:
        return False


def _ensure_tiered_pricing(page) -> None:
    try:
        toggle = page.locator("text=阶梯计费").first
        if toggle.count() > 0:
            toggle.click()
            time.sleep(0.3)
    except Exception:
        pass


def parse_prices_from_text(text: str) -> List[Dict]:
    lines = [ln.strip() for ln in text.splitlines()]
    lines = [ln for ln in lines if ln]

    items = []
    price_re = re.compile(r"([0-9]+(?:\.[0-9]+)?)\s*元", re.I)
    for idx, ln in enumerate(lines):
        matches = price_re.findall(ln)
        if not matches:
            continue

        label = None
        first_m = price_re.search(ln)
        if first_m:
            before = ln[: first_m.start()].strip()
            if before:
                label = before
        if not label:
            for j in range(idx - 1, -1, -1):
                if lines[j] and not price_re.search(lines[j]):
                    label = lines[j]
                    break
        if not label:
            label = f"price_{len(items) + 1}"

        if label == "原价":
            if items and matches:
                try:
                    items[-1]["price_original"] = float(matches[0])
                except Exception:
                    items[-1]["price_original"] = matches[0]
                items[-1].setdefault("note", "")
                if items[-1]["note"]:
                    items[-1]["note"] += "; 原价显示"
                else:
                    items[-1]["note"] = "原价显示"
            continue

        raw = ln

        if re.fullmatch(r"输入|输出", label.strip()):
            tier_label = _find_nearest_tier_label(lines, idx)
            if tier_label:
                label = tier_label

        entry: Dict = {"label": label.strip(), "raw": raw}
        try:
            nums = [float(x) for x in matches]
            if len(nums) == 1:
                entry["price"] = nums[0]
            else:
                fnums = sorted(nums)
                entry["price_current"] = fnums[0]
                entry["price_original"] = fnums[-1]
        except Exception:
            try:
                entry["price"] = float(matches[0])
            except Exception:
                entry["price"] = matches[0]

        unit = None
        if re.search(r"每千|每 1k|/千|/每千|tokens", raw, re.I):
            unit = "元/每千tokens"
        unit_m = re.search(r"元\s*/?\s*每[^\n,，；]*", raw)
        if unit_m:
            unit = unit_m.group(0)
        if unit:
            entry["unit"] = unit

        note = []
        if re.search(r"限时|折", raw):
            note.append("限时优惠")
        if re.search(r"原价", raw):
            note.append("原价显示")
        if note:
            entry["note"] = "; ".join(note)

        entry["currency"] = "CNY"
        items.append(entry)

    return items


def extract_price_block_html(html: str) -> str:
    try:
        soup = BeautifulSoup(html, "lxml")
    except FeatureNotFound:
        soup = BeautifulSoup(html, "html.parser")

    # 跳过 script/style 标签内的文本节点
    node = None
    for n in soup.find_all(string=re.compile(r"模型价格")):
        if n.parent and n.parent.name in ("script", "style"):
            continue
        node = n
        break

    if not node:
        return soup.get_text(separator="\n")

    ancestor = node.parent
    for _ in range(6):
        txt = ancestor.get_text(separator="\n")
        if "元" in txt or re.search(r"\d", txt) or "tokens" in txt.lower():
            return txt
        if ancestor.parent:
            ancestor = ancestor.parent
        else:
            break
    return ancestor.get_text(separator="\n")


def extract_price_items_from_html(html: str) -> List[Dict]:
    try:
        soup = BeautifulSoup(html, "lxml")
    except FeatureNotFound:
        soup = BeautifulSoup(html, "html.parser")

    node = None
    for n in soup.find_all(string=re.compile(r"模型价格")):
        if n.parent and n.parent.name in ("script", "style"):
            continue
        node = n
        break
    if not node:
        return []

    ancestor = node.parent
    container = ancestor
    for _ in range(6):
        txt = ancestor.get_text(separator="\n")
        if "元" in txt or re.search(r"\d", txt) or "tokens" in txt.lower():
            container = ancestor
            break
        if ancestor.parent:
            ancestor = ancestor.parent
        else:
            container = ancestor
            break

    price_re = re.compile(r"([0-9]+(?:\.[0-9]+)?)\s*元", re.I)
    items: List[Dict] = []

    container_text = container.get_text(separator="\n")
    items = parse_prices_from_text(container_text)

    def _postprocess_items(raw_items: List[Dict]) -> List[Dict]:
        filtered: List[Dict] = []
        for it in raw_items:
            raw = it.get("raw", "")
            label = it.get("label", "")
            unit = it.get("unit", "")

            if _is_tool_call_item(label, raw, unit):
                continue

            if "原价" in label and filtered:
                if "price" in it:
                    filtered[-1]["price_original"] = it["price"]
                elif "price_current" in it and "price_original" in it:
                    filtered[-1]["price_original"] = it["price_original"]
                filtered[-1].setdefault("note", "")
                if filtered[-1]["note"]:
                    filtered[-1]["note"] += "; 原价显示"
                else:
                    filtered[-1]["note"] = "原价显示"
                continue

            notes = []
            discount_match = re.search(r"(限时)?([0-9.]+)\s*折", raw)
            if discount_match:
                discount = discount_match.group(2)
                notes.append(f"限时{discount}折")
            else:
                if re.search(r"限时|免费", raw) or re.search(r"限时|免费", label):
                    if re.search(r"免费", raw):
                        notes.append("限时免费")
                    else:
                        notes.append("限时优惠")

            if re.search(r"原价", raw):
                notes.append("原价显示")
            if notes:
                it["note"] = "; ".join(notes)

            if "unit" not in it:
                if re.search(r"每千|tokens|/千|/每千", raw, re.I):
                    it["unit"] = "元/每千tokens"
                else:
                    um = re.search(r"元\s*/?\s*每[^\n,，；]*", raw)
                    if um:
                        it["unit"] = um.group(0)

            cleaned_label = re.sub(r"限时[0-9.]*折|限时|免费|原价|\s*元.*", "", label).strip()
            cleaned_label = re.sub(r"\s+", " ", cleaned_label).strip()
            if not cleaned_label:
                cleaned_label = "price"
            it["label"] = cleaned_label

            it["currency"] = "CNY"
            filtered.append(it)
        return filtered

    filtered = _postprocess_items(items)

    structured: List[Dict] = []
    grouped: Dict[str, Dict[str, Dict]] = {}

    for it in filtered:
        lbl = it.get("label", "")
        raw = it.get("raw", "")
        combined = lbl + " " + raw

        should_group = False
        group = None

        if re.search(r"输入", lbl):
            should_group = True
            group = "input"
        elif re.search(r"输出", lbl):
            should_group = True
            group = "output"
        if "tier" in it:
            tier_raw = it.get("tier") or ""
            tier_key = _normalize_tier_option(tier_raw)
            if not group:
                if "input" in tier_key.lower():
                    group = "input"
                elif "output" in tier_key.lower():
                    group = "output"
                else:
                    group = "input"

            tier_data = {k: v for k, v in it.items() if k not in ("label", "tier")}
            grouped.setdefault(group, {})[tier_key] = tier_data
        elif should_group and group:
            key = lbl
            if group == "input":
                key = re.sub(r"^输入", "input", key)
            elif group == "output":
                key = re.sub(r"^输出", "output", key)
            tier_data = {k: v for k, v in it.items() if k not in ("label",)}
            grouped.setdefault(group, {})[key] = tier_data
        else:
            structured.append(it)

    for g, mapping in grouped.items():
        structured.append({"label": g, "tiers": mapping})

    items = structured

    if not items:
        try:
            price_nodes = []
            for el in soup.find_all(class_=re.compile(r"price", re.I)):
                text = el.get_text(" ", strip=True)
                if not re.search(r"[0-9]+(\.[0-9]+)?", text):
                    continue
                price_nodes.append((el, text))

            seen = set()
            for el, text in price_nodes:
                if text in seen:
                    continue
                seen.add(text)
                unit_el = el.find_next(class_=re.compile(r"unit", re.I))
                unit_text = unit_el.get_text(" ", strip=True) if unit_el else None

                label = None
                p = el
                for _ in range(4):
                    sib_label = None
                    parent = p.parent
                    if parent:
                        sib_label = parent.find(class_=re.compile(r"label", re.I))
                    if sib_label and sib_label.get_text(strip=True):
                        label = sib_label.get_text(" ", strip=True)
                        break
                    if parent is None:
                        break
                    p = parent

                if not label:
                    prev = el.previous_sibling
                    steps = 0
                    while prev and steps < 6:
                        candidate = None
                        if isinstance(prev, str) and prev.strip():
                            candidate = prev.strip()
                        else:
                            try:
                                candidate = prev.get_text(" ", strip=True)
                            except Exception:
                                candidate = None
                        if candidate and not re.search(r"[0-9]", candidate):
                            label = candidate
                            break
                        prev = prev.previous_sibling
                        steps += 1

                entry = {"label": label or "price", "raw": text, "currency": "CNY"}
                try:
                    entry["price"] = float(re.search(r"([0-9]+(?:\.[0-9]+)?)", text).group(1))
                except Exception:
                    entry["price"] = text
                if unit_text:
                    entry["unit"] = unit_text
                items.append(entry)
        except Exception:
            pass

    if items:
        items = _postprocess_items(items)

    return items


def extract_price_items_global(html: str) -> List[Dict]:
    try:
        soup = BeautifulSoup(html, "lxml")
    except FeatureNotFound:
        soup = BeautifulSoup(html, "html.parser")

    node = None
    for n in soup.find_all(string=re.compile(r"模型价格")):
        if n.parent and n.parent.name in ("script", "style"):
            continue
        node = n
        break
    if not node:
        return []

    ancestor = node.parent
    for _ in range(6):
        txt = ancestor.get_text(separator="\n")
        if "元" in txt or re.search(r"\d", txt) or "tokens" in txt.lower():
            return parse_prices_from_text(txt)
        if ancestor.parent:
            ancestor = ancestor.parent
        else:
            break
    return parse_prices_from_text(ancestor.get_text(separator="\n"))


def scrape_model_price(url: str, headless: bool = True, timeout: int = 20000, executable_path: Optional[str] = None) -> Dict:
    result = {"url": url, "error": None, "items": []}

    with sync_playwright() as p:
        launch_kwargs = {"headless": headless}
        if executable_path:
            launch_kwargs["executable_path"] = executable_path

        extra_args_env = os.environ.get("PLAYWRIGHT_EXTRA_ARGS", "")
        extra_args = [a.strip() for a in extra_args_env.split(",") if a.strip()]
        if extra_args:
            launch_kwargs["args"] = extra_args

        browser = p.chromium.launch(**launch_kwargs)
        context = browser.new_context()
        page = context.new_page()

        network_hits = []
        console_logs = []

        def _on_console(msg):
            try:
                console_logs.append({"type": msg.type, "text": msg.text})
            except Exception:
                pass

        def _on_response(resp):
            try:
                url_r = resp.url
                ct = resp.headers.get("content-type", "")
                if "application/json" in ct or ct.startswith("text") or "json" in url_r.lower() or "price" in url_r.lower():
                    try:
                        body = resp.text()
                    except Exception:
                        body = None
                    snippet = None
                    if body:
                        if "元" in body or "price" in body.lower() or "tokens" in body.lower() or "price" in url_r.lower():
                            snippet = body[:2000]
                    if snippet:
                        network_hits.append({"url": url_r, "content_type": ct, "snippet": snippet})
            except Exception:
                pass

        page.on("console", _on_console)
        page.on("response", _on_response)
        try:
            page.goto(url, wait_until="networkidle", timeout=timeout)
        except PlaywrightTimeoutError:
            try:
                page.goto(url, wait_until="load", timeout=timeout)
            except Exception as e:
                result["error"] = f"导航失败: {e}"
                browser.close()
                return result

        try:
            page.wait_for_selector("text=模型价格", timeout=8000)
        except PlaywrightTimeoutError:
            pass

        time.sleep(1.2)
        html = page.content()
        items = []
        try:
            items = extract_price_items_from_html(html)
        except Exception:
            items = []

        tiered_items: List[Dict] = []
        try:
            _ensure_tiered_pricing(page)
            tier_options = _get_tier_options(page)
            for opt in tier_options:
                if not _select_tier_option(page, opt):
                    continue
                html = page.content()
                try:
                    tier_items = extract_price_items_from_html(html)
                except Exception:
                    tier_items = []
                for it in tier_items:
                    it["tier"] = opt
                tiered_items.extend(tier_items)
        except Exception:
            tiered_items = []

        if tiered_items:
            items = tiered_items

        if not items:
            try:
                page.wait_for_selector("text=/[0-9]+(\\.[0-9]+)?\\s*元/", timeout=8000)
            except PlaywrightTimeoutError:
                pass

            try:
                page.evaluate("window.scrollTo(0, document.body.scrollHeight)")
                time.sleep(1.0)
                html = page.content()
                items = extract_price_items_from_html(html)
            except Exception:
                items = []

        if not items:
            text_block = extract_price_block_html(html)
            if not text_block:
                result["error"] = "未找到包含 '模型价格' 的区域，可能需要登录或页面结构不同。"
                browser.close()
                return result
            items = parse_prices_from_text(text_block)

        def _build_price_map(parsed_items: List[Dict]) -> Dict:
            price_map: Dict = {}

            for it in parsed_items:
                if isinstance(it, dict) and it.get("tiers") and isinstance(it.get("tiers"), dict):
                    for tier_key, tier_val in it["tiers"].items():
                        k = _normalize_tier_option(tier_key)
                        price_map.setdefault(k, {})
                        sub_label = tier_val.get("label") or tier_val.get("raw") or k
                        price_map[k][sub_label] = {k2: v for k2, v in tier_val.items() if k2 not in ("tier", "tiers", "label")}
                    continue

                if it.get("tier"):
                    tk = _normalize_tier_option(it.get("tier"))
                    price_map.setdefault(tk, {})
                    sub_label = it.get("label") or it.get("raw") or tk
                    price_map[tk][sub_label] = {k: v for k, v in it.items() if k not in ("tier", "label")}
                    continue

                lbl = it.get("label") or it.get("raw") or "price"
                if lbl in price_map and not isinstance(price_map[lbl], list):
                    price_map[lbl] = [price_map[lbl]]
                if isinstance(price_map.get(lbl), list):
                    price_map[lbl].append({k: v for k, v in it.items() if k != "label"})
                else:
                    price_map[lbl] = {k: v for k, v in it.items() if k != "label"}

            return price_map

        price_map = _build_price_map(items)
        result = {"url": url, "error": result.get("error"), "prices": price_map}

        browser.close()
    return result


def main():
    ap = argparse.ArgumentParser(description="爬取阿里云模型市场页面的模型价格（基于 Playwright）")
    group = ap.add_mutually_exclusive_group(required=True)
    group.add_argument("--url", help="单个模型页面 URL")
    group.add_argument("--file", help="包含多个 URL（每行一个）的文件路径")
    ap.add_argument("--headful", action="store_true", help="以有头模式打开浏览器（方便调试）")
    ap.add_argument("--timeout", type=int, default=20000, help="导航超时（毫秒），默认20000")
    ap.add_argument("--browser-path", help="浏览器可执行文件完整路径")
    args = ap.parse_args()

    urls: List[str] = []
    if args.url:
        urls = [args.url]
    else:
        with open(args.file, "r", encoding="utf-8") as f:
            urls = [ln.strip() for ln in f if ln.strip()]

    exec_path = None
    if args.browser_path:
        exec_path = args.browser_path
    else:
        exec_path = os.environ.get("PLAYWRIGHT_EXECUTABLE")

    headless = not args.headful
    if os.environ.get("PLAYWRIGHT_HEADLESS", "").lower() == "false":
        headless = False

    results = []
    for u in urls:
        print(f"抓取: {u}")
        res = scrape_model_price(u, headless=headless, timeout=args.timeout, executable_path=exec_path)
        results.append(res)

    print(json.dumps(results, ensure_ascii=False, indent=2))


if __name__ == "__main__":
    main()