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cmautobuy/client/src/pdd_collect_service.py
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"""PDD 商品采集基础服务。
本模块不依赖 Qt、SQLite 或 Admin。页面操作和 XML 解析拆开,解析函数可以
使用脱敏控件树单独测试;``collect`` 必须由后台工作线程调用。
"""
from __future__ import annotations
import hashlib
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import math
import re
import time
import xml.etree.ElementTree as ET
from contextlib import nullcontext
from dataclasses import dataclass
from datetime import datetime, timezone
from decimal import Decimal, InvalidOperation, ROUND_HALF_UP
from pathlib import Path
from typing import Any, Callable, Iterable, Mapping, Optional, Sequence
from urllib.parse import parse_qs, urlparse
from .pdd_device_service import PDD_PACKAGE_NAME, PddDeviceError, PddDeviceService
from .performance_timing import current_performance_trace
from .pdd_page_classifier import (
ACTION_NETWORK_ERROR,
ACTION_READY,
ACTION_REOPEN,
ACTION_UNAVAILABLE,
PAGE_CAPTCHA,
PAGE_GOODS,
PAGE_HOME,
PAGE_LOGIN_REQUIRED,
PAGE_NETWORK_ERROR,
PAGE_PAYMENT,
PAGE_RISK_CONTROL,
GoodsOpenTracker,
PddPageObservation,
classify_pdd_page,
)
from .util.get_size_panle_coord import get_size_panel_coord
Bounds = tuple[int, int, int, int]
_BOUNDS_PATTERN = re.compile(r"^\[(\d+),(\d+)\]\[(\d+),(\d+)\]$")
_PRICE_PATTERN = re.compile(r"[¥¥]\s*(\d+(?:\.\d{1,2})?)")
_QUANTITY_PATTERN = re.compile(r"(\d+(?:\.\d+)?)\s*(万|亿)?\s*(\+)?")
_DIMENSION_NAMES = ("颜色分类", "颜色", "尺码", "尺寸", "规格", "型号", "款式")
_LOGIN_MARKERS = ("手机号登录", "登录后继续", "验证码登录", "账号登录")
_CAPTCHA_MARKERS = ("请完成验证", "拖动滑块", "安全验证", "点击图中")
_READY_MARKERS = ("发起拼单", "立即购买", "单独购买", "免拼购买", "快要抢光")
_OUT_OF_STOCK_PAGE_MARKERS = (
"商品已售罄,推荐以下相似商品",
"商品已售罄,看看相似商品",
"该商品已售罄",
"该商品暂时缺货",
"商品暂时缺货",
)
_SHOP_NAME_EXCLUDES = frozenset({"进店", "关注", "店铺", "收藏", "客服"})
_SHOP_ROW_TOLERANCE = 40
def _is_device_disconnect(error: BaseException) -> bool:
details = str(error).lower()
return any(
marker in details
for marker in (
"device not found",
"device offline",
"disconnected",
"closed transport",
)
)
class PddCollectError(RuntimeError):
"""采集失败,并携带稳定错误码。"""
def __init__(
self,
code: str,
message: str,
diagnostics: Optional[Mapping[str, Any]] = None,
) -> None:
super().__init__(message)
self.code = code
self.message = message
self.diagnostics = dict(diagnostics or {})
@dataclass(frozen=True)
class QuantityMetric:
"""销量或评价数量,保留原文和是否为近似值。"""
value: Optional[int]
raw: Optional[str]
approximate: bool
def to_dict(self) -> dict[str, Any]:
return {
"value": self.value,
"raw": self.raw,
"approximate": self.approximate,
}
@dataclass(frozen=True)
class DimensionValue:
text: str
available: bool
def to_dict(self) -> dict[str, Any]:
return {"text": self.text, "available": self.available}
@dataclass(frozen=True)
class SpecDimension:
key: str
name: str
values: tuple[DimensionValue, ...]
def to_dict(self) -> dict[str, Any]:
return {
"key": self.key,
"name": self.name,
"values": [value.to_dict() for value in self.values],
}
@dataclass(frozen=True)
class SkuResult:
options: Mapping[str, str]
price_cent: Optional[int]
available: bool
raw_price: Optional[str]
price_observed_at: Mapping[str, str]
list_price_cent: Optional[int] = None
def to_dict(self) -> dict[str, Any]:
return {
"options": dict(self.options),
"price_cent": self.price_cent,
"list_price_cent": self.list_price_cent,
"price_observed_at": dict(self.price_observed_at),
"currency": "CNY",
"available": self.available,
"raw_price": self.raw_price,
}
@dataclass(frozen=True)
class GoodsSnapshot:
title: Optional[str]
shop_name: Optional[str]
sales: QuantityMetric
reviews: QuantityMetric
@dataclass(frozen=True)
class SpecSnapshot:
dimensions: tuple[SpecDimension, ...]
selected_text: Optional[str]
price_cent: Optional[int]
raw_price: Optional[str]
list_price_cent: Optional[int]
@dataclass(frozen=True)
class VisibleSpecOption:
"""当前控件树中完整可点击的规格节点。"""
text: str
available: bool
bounds: Bounds
@dataclass(frozen=True)
class ColorPriceSample:
"""点击一个颜色后稳定读取到的颜色级价格。"""
price_cent: Optional[int]
raw_price: Optional[str]
list_price_cent: Optional[int]
@dataclass(frozen=True)
class CollectResult:
"""与 ``pdd_data`` v1 对应的采集结果。"""
goods_id: str
goods_url: str
title: str
shop_name: Optional[str]
sales: QuantityMetric
reviews: QuantityMetric
dimensions: tuple[SpecDimension, ...]
skus: tuple[SkuResult, ...]
captured_at: str
client_id: str
device_address: str
artifacts: tuple[Mapping[str, Any], ...] = ()
def to_pdd_data(self) -> dict[str, Any]:
return {
"schema_version": 1,
"goods_id": self.goods_id,
"goods_url": self.goods_url,
"title": self.title,
"shop_name": self.shop_name,
"price_granularity": "color",
"metrics": {
"sales": self.sales.to_dict(),
"reviews": self.reviews.to_dict(),
},
"dimensions": [item.to_dict() for item in self.dimensions],
"skus": [item.to_dict() for item in self.skus],
"purchase": None,
"captured_at": self.captured_at,
"source": {
"client_id": self.client_id,
"device_address": self.device_address,
"pdd_package": PDD_PACKAGE_NAME,
},
"artifacts": [dict(item) for item in self.artifacts],
}
def _parse_xml(xml_data: str | bytes) -> ET.Element:
try:
return ET.fromstring(xml_data)
except (ET.ParseError, TypeError) as exc:
raise PddCollectError(
"PDD_DATA_XML_INVALID",
"PDD 返回的无障碍控件树不是有效 XML",
) from exc
def _parse_bounds(value: str) -> Optional[Bounds]:
match = _BOUNDS_PATTERN.fullmatch((value or "").strip())
if not match:
return None
left, top, right, bottom = map(int, match.groups())
if right <= left or bottom <= top:
return None
return left, top, right, bottom
def _node_label(node: ET.Element) -> str:
return " ".join(
part.strip()
for part in (node.get("text", ""), node.get("content-desc", ""))
if part.strip()
)
def _preferred_node_label(node: ET.Element) -> str:
"""规格名被 text 截断时,优先采用完整的无障碍描述。"""
text = (node.get("text") or "").strip()
description = (node.get("content-desc") or "").strip()
return description or text
def _own_or_descendant_label(node: ET.Element) -> str:
own = _node_label(node)
if own:
return own
for child in node.iter("node"):
label = _node_label(child)
if label and label != "打开大图":
return label
return ""
def _preferred_or_descendant_label(node: ET.Element) -> str:
own = _preferred_node_label(node)
if own:
return own
for child in node.iter("node"):
label = _preferred_node_label(child)
if label and label != "打开大图":
return label
return ""
def _all_labels(root: ET.Element) -> list[str]:
return [label for node in root.iter("node") if (label := _node_label(node))]
def parse_quantity(raw: Optional[str]) -> QuantityMetric:
"""把“已拼1.2万+”等文字转成整数,同时保留原文。"""
if not raw:
return QuantityMetric(None, None, False)
match = _QUANTITY_PATTERN.search(raw.replace(",", ""))
if match is None:
return QuantityMetric(None, raw, False)
multiplier = {None: 1, "万": 10_000, "亿": 100_000_000}[match.group(2)]
value = int(Decimal(match.group(1)) * multiplier)
approximate = bool(match.group(2) or match.group(3))
return QuantityMetric(value, raw, approximate)
def _find_metric(labels: Sequence[str], pattern: re.Pattern[str]) -> QuantityMetric:
for label in labels:
match = pattern.search(label)
if match:
return parse_quantity(match.group(0))
return QuantityMetric(None, None, False)
def _shop_name_by_enter_anchor(root: ET.Element) -> Optional[str]:
"""以“进店”为锚点,读取同一行左侧的店铺名。"""
anchors = []
for node in root.iter("node"):
if _preferred_node_label(node) != "进店":
continue
bounds = _parse_bounds(node.get("bounds", ""))
if bounds is not None:
anchors.append(bounds)
if not anchors:
return None
anchor_left, anchor_top, _, _ = min(
anchors, key=lambda bounds: (bounds[1], bounds[0])
)
candidates = []
for node in root.iter("node"):
if node.get("class") != "android.widget.TextView":
continue
text = _preferred_node_label(node)
if not text or text in _SHOP_NAME_EXCLUDES:
continue
if "已拼" in text or "评价" in text or not 2 <= len(text) <= 30:
continue
bounds = _parse_bounds(node.get("bounds", ""))
if bounds is None:
continue
left, top, _, _ = bounds
if left >= anchor_left or abs(top - anchor_top) > _SHOP_ROW_TOLERANCE:
continue
candidates.append((abs(top - anchor_top), -left, text))
if not candidates:
return None
return min(candidates)[2]
def parse_goods_page(xml_data: str | bytes) -> GoodsSnapshot:
"""解析一棵商品页控件树中的标题、店铺、销量和评价。"""
root = _parse_xml(xml_data)
labels = _all_labels(root)
_raise_special_page(labels)
title: Optional[str] = None
for node in root.iter("node"):
if node.get("class") == "androidx.viewpager.widget.ViewPager":
candidate = (node.get("content-desc") or node.get("text") or "").strip()
if len(candidate) >= 6:
title = candidate
break
if title is None:
line_parts: dict[int, list[tuple[int, str]]] = {}
for node in root.iter("node"):
label = _preferred_node_label(node)
bounds = _parse_bounds(node.get("bounds", ""))
if not label or bounds is None:
continue
line_key = bounds[1] // 24
line_parts.setdefault(line_key, []).append((bounds[0], label))
joined_lines = [
"".join(text for _, text in sorted(parts))
for parts in line_parts.values()
]
candidates = [
label
for label in labels + joined_lines
if len(label) >= 12
and not any(word in label for word in ("通知", "支付", "已拼", "评价"))
]
title = max(candidates, key=len, default=None)
sales = _find_metric(labels, re.compile(r"已拼\s*\d+(?:\.\d+)?\s*(?:万|亿)?\s*\+?\s*(?:件|人)?"))
reviews_pattern = re.compile(
r"(?:商品评价\s*[((]\s*\d+(?:\.\d+)?\s*(?:万|亿)?\s*\+?\s*[))]"
r"|\d+(?:\.\d+)?\s*(?:万|亿)?\s*\+?\s*条?评价"
r"|评价\s*\d+(?:\.\d+)?\s*(?:万|亿)?\s*\+?)"
)
reviews = _find_metric(labels, reviews_pattern)
if reviews.raw is None:
empty_reviews = next(
(label for label in labels if label in ("暂无评价", "暂无评论")),
None,
)
if empty_reviews:
reviews = QuantityMetric(0, empty_reviews, False)
shop_name: Optional[str] = None
for label in labels:
match = re.search(r"(?:店铺|商家)[::]\s*(.+)", label)
if match and match.group(1).strip():
shop_name = match.group(1).strip()
break
if len(label) > 2 and label.endswith(("旗舰店", "专卖店", "专营店")):
shop_name = label
break
if shop_name is None:
shop_name = _shop_name_by_enter_anchor(root)
return GoodsSnapshot(title, shop_name, sales, reviews)
def _is_available(node: ET.Element) -> bool:
label = _own_or_descendant_label(node)
return (
node.get("enabled", "true") == "true"
and node.get("visible-to-user", "true") == "true"
and not any(word in label for word in ("售罄", "缺货", "不可选"))
)
def _dimension_key(name: str, used: set[str]) -> str:
if "颜色" in name or "款式" in name:
base = "color"
elif "尺码" in name or "尺寸" in name:
base = "size"
elif "型号" in name:
base = "model"
else:
digest = hashlib.sha1(name.encode("utf-8")).hexdigest()[:8]
base = f"dimension_{digest}"
key = base
suffix = 2
while key in used:
key = f"{base}_{suffix}"
suffix += 1
return key
def _is_dimension_heading(label: str) -> bool:
compact = label.replace(" ", "")
# 新版页面会把可选数量写进标题,例如“颜色 (6)”或“颜色(6)”。
# 数量不是规格名称的一部分,只在判断标题类型时去掉,最终展示仍保留原文。
compact = re.sub(r"[((]\d+[))]$", "", compact)
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# “确认款式”是新版规格弹层的标题,不是一个可选择的“款式”维度。
if compact in ("确认款式", "確認款式"):
return False
return compact in _DIMENSION_NAMES or compact.endswith(
("分类", "规格", "尺寸", "尺码", "颜色", "型号", "款式", "容量", "类型", "版本", "口味")
)
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def _find_non_scrollable_spec_panel(
root: ET.Element,
parents: Mapping[ET.Element, ET.Element],
) -> Optional[ET.Element]:
"""用多项强证据定位不暴露 scrollable 属性的自绘规格面板。"""
headings: list[ET.Element] = []
summaries: list[ET.Element] = []
panel_cues: list[ET.Element] = []
confirms: list[ET.Element] = []
for node in root.iter("node"):
label = _preferred_node_label(node).strip()
compact = label.replace(" ", "")
if not label or _parse_bounds(node.get("bounds", "")) is None:
continue
if _is_dimension_heading(label):
headings.append(node)
if compact.startswith(("已选", "已選", "请选择", "請選擇")):
summaries.append(node)
if compact in ("确认款式", "確認款式", "关闭", "關閉"):
panel_cues.append(node)
if compact in ("确定", "確定") and node.get("clickable") == "true":
confirms.append(node)
if not headings or not summaries or not panel_cues or not confirms:
return None
required = [*headings, summaries[0], panel_cues[0], confirms[0]]
common = set([required[0], *_ancestors(required[0], parents)])
for node in required[1:]:
common.intersection_update([node, *_ancestors(node, parents)])
all_bounds = [
bounds
for node in root.iter("node")
if (bounds := _parse_bounds(node.get("bounds", ""))) is not None
]
screen_area = 0
if all_bounds:
screen_area = max(item[2] for item in all_bounds) * max(
item[3] for item in all_bounds
)
candidates: list[tuple[int, ET.Element]] = []
for node in common:
bounds = _parse_bounds(node.get("bounds", ""))
if bounds is None or node.get("visible-to-user", "true") != "true":
continue
area = (bounds[2] - bounds[0]) * (bounds[3] - bounds[1])
if screen_area and area >= screen_area * 0.95:
continue
candidates.append((area, node))
if not candidates:
return None
return min(candidates, key=lambda item: item[0])[1]
def _is_spec_panel_open(xml_data: str | bytes) -> bool:
"""判断规格面板是否已经出现,不要求当前视口已露出规格选项。"""
root = _parse_xml(xml_data)
labels = _all_labels(root)
_raise_special_page(labels)
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parents = {child: parent for parent in root.iter() for child in parent}
if _find_non_scrollable_spec_panel(root, parents) is not None:
return True
scrollable_regions = [
node
for node in root.iter("node")
if node.get("scrollable") == "true"
and _parse_bounds(node.get("bounds", "")) is not None
]
has_scrollable_region = bool(scrollable_regions)
if not has_scrollable_region:
return False
compact_labels = [label.replace(" ", "") for label in labels]
has_selection_summary = any(
label.startswith(("请选择", "請選擇", "已选", "已選"))
for label in compact_labels
)
has_submit_hint = any(
"提交订单" in label
and any(word in label for word in ("选择", "颜色", "尺码", "规格"))
for label in compact_labels
)
has_dimension_heading = any(
_is_dimension_heading(_preferred_node_label(node).strip())
and any(
region in _ancestors(node, parents)
for region in scrollable_regions
)
for node in root.iter("node")
)
return has_selection_summary or has_submit_hint or has_dimension_heading
def _top_level_clickable_options(
container: ET.Element,
parents: Mapping[ET.Element, ET.Element],
) -> list[ET.Element]:
result: list[ET.Element] = []
for node in container.iter("node"):
label = _own_or_descendant_label(node).strip()
bounds = _parse_bounds(node.get("bounds", ""))
if node.get("clickable") != "true" or not label or bounds is None:
continue
if label.startswith("#") or label in (
"打开大图",
"增加数量",
"减少数量",
"关闭",
):
continue
parent = parents.get(node)
if parent is not None and parent is not container:
parent_label = _own_or_descendant_label(parent).strip()
if parent.get("clickable") == "true" and parent_label == label:
continue
result.append(node)
return result
def _price_from_nodes(
nodes: Iterable[ET.Element],
spec_top: int,
) -> tuple[Optional[int], Optional[str], Optional[int]]:
candidates: list[tuple[int, int, str]] = []
for node in nodes:
label = _node_label(node)
bounds = _parse_bounds(node.get("bounds", ""))
match = _PRICE_PATTERN.search(label)
if match is None or bounds is None or bounds[1] >= spec_top:
continue
try:
cents = int(
(Decimal(match.group(1)) * 100).quantize(
Decimal("1"),
rounding=ROUND_HALF_UP,
)
)
except InvalidOperation:
continue
candidates.append((bounds[1], cents, match.group(0).replace(" ", "")))
if not candidates:
return None, None, None
first_top = min(item[0] for item in candidates)
first_row = [item for item in candidates if abs(item[0] - first_top) <= 12]
_, cents, raw = min(first_row, key=lambda item: item[1])
list_prices = [item[1] for item in first_row if item[1] > cents]
return cents, raw, max(list_prices, default=None)
def parse_spec_panel(xml_data: str | bytes) -> SpecSnapshot:
"""解析规格面板当前视口中的规格值、已选摘要和当前价格。"""
root = _parse_xml(xml_data)
labels = _all_labels(root)
_raise_special_page(labels)
parents = {child: parent for parent in root.iter() for child in parent}
scrollables = [
node
for node in root.iter("node")
if node.get("scrollable") == "true" and _parse_bounds(node.get("bounds", ""))
]
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non_scrollable_outer = _find_non_scrollable_spec_panel(root, parents)
if non_scrollable_outer is None and not _is_spec_panel_open(xml_data):
raise PddCollectError(
"PDD_DATA_SPEC_INCOMPLETE", "规格面板没有可识别的规格区域"
)
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panel_scrollables = []
if non_scrollable_outer is not None:
panel_scrollables = [
node
for node in scrollables
if node is non_scrollable_outer
or non_scrollable_outer in _ancestors(node, parents)
]
outer_candidates = panel_scrollables or (
[non_scrollable_outer] if non_scrollable_outer is not None else scrollables
)
if not outer_candidates:
raise PddCollectError("PDD_DATA_SPEC_INCOMPLETE", "规格面板没有可识别的规格区域")
outer = max(
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outer_candidates,
key=lambda node: (
(_parse_bounds(node.get("bounds", "")) or (0, 0, 0, 0))[2]
- (_parse_bounds(node.get("bounds", "")) or (0, 0, 0, 0))[0]
) * (
(_parse_bounds(node.get("bounds", "")) or (0, 0, 0, 0))[3]
- (_parse_bounds(node.get("bounds", "")) or (0, 0, 0, 0))[1]
),
)
outer_bounds = _parse_bounds(outer.get("bounds", ""))
assert outer_bounds is not None
heading_nodes: list[tuple[int, str]] = []
for node in outer.iter("node"):
label = _node_label(node).strip()
bounds = _parse_bounds(node.get("bounds", ""))
if label and bounds and _is_dimension_heading(label):
heading_nodes.append((bounds[1], label))
heading_nodes.sort()
groups: list[tuple[str, list[ET.Element]]] = []
nested_scrollables = [
node
for node in scrollables
if node is not outer and outer in _ancestors(node, parents)
]
nested_options: set[ET.Element] = set()
for nested in nested_scrollables:
bounds = _parse_bounds(nested.get("bounds", ""))
if bounds is None:
continue
preceding = [item for item in heading_nodes if item[0] <= bounds[1] + 30]
if not preceding:
# 普通推荐列表也是 RecyclerView。没有真实规格标题时,不能
# 默认把其中的商品卡片解释成颜色。
continue
name = preceding[-1][1]
options = _top_level_clickable_options(nested, parents)
if options:
groups.append((name, options))
nested_options.update(options)
for index, (top, name) in enumerate(heading_nodes):
bottom = heading_nodes[index + 1][0] if index + 1 < len(heading_nodes) else outer_bounds[3]
options = []
for node in _top_level_clickable_options(outer, parents):
bounds = _parse_bounds(node.get("bounds", ""))
if node in nested_options or bounds is None:
continue
width = bounds[2] - bounds[0]
if top < bounds[1] < bottom and width < (outer_bounds[2] - outer_bounds[0]) * 0.85:
options.append(node)
if options:
groups.append((name, options))
used_keys: set[str] = set()
dimensions: list[SpecDimension] = []
for name, option_nodes in groups:
values: list[DimensionValue] = []
seen: set[str] = set()
for node in option_nodes:
text = _preferred_or_descendant_label(node).strip()
if text.endswith(("…", "...")):
raise PddCollectError(
"PDD_DATA_SKU_NAME_TRUNCATED",
f"规格名称被截断,无法安全采集:{text}",
)
if not text or text in seen:
continue
seen.add(text)
values.append(DimensionValue(text, _is_available(node)))
if not values:
continue
key = _dimension_key(name, used_keys)
used_keys.add(key)
dimensions.append(SpecDimension(key, name, tuple(values)))
selected_text = next((label for label in labels if label.startswith("已选")), None)
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price_boundary = heading_nodes[0][0] if heading_nodes else outer_bounds[1]
price_cent, raw_price, list_price_cent = _price_from_nodes(
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root.iter("node"), price_boundary
)
return SpecSnapshot(
tuple(dimensions), selected_text, price_cent, raw_price, list_price_cent
)
def _ancestors(
node: ET.Element,
parents: Mapping[ET.Element, ET.Element],
) -> list[ET.Element]:
result: list[ET.Element] = []
current = parents.get(node)
while current is not None:
result.append(current)
current = parents.get(current)
return result
def _raise_special_page(labels: Sequence[str]) -> None:
compact_labels = [label.replace(" ", "") for label in labels]
if any(
marker in label
for label in compact_labels
for marker in _OUT_OF_STOCK_PAGE_MARKERS
):
raise PddCollectError(
"PDD_GOODS_UNAVAILABLE",
"商品已售罄,PDD 没有提供可采集的规格",
{"page_reason": "out_of_stock"},
)
combined = " ".join(labels)
if any(marker in combined for marker in _CAPTCHA_MARKERS):
raise PddCollectError("PDD_PAGE_CAPTCHA", "PDD 出现安全验证,需要人工处理")
if any(marker in combined for marker in _LOGIN_MARKERS):
raise PddCollectError("PDD_PAGE_LOGIN_REQUIRED", "PDD 登录已失效,需要人工重新登录")
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def _validate_goods_url(goods_url: str, task_goods_id: str) -> str:
parsed = urlparse(goods_url)
host = (parsed.hostname or "").lower()
allowed_host = host == "yangkeduo.com" or host.endswith(".yangkeduo.com")
allowed_host = allowed_host or host == "pinduoduo.com" or host.endswith(
".pinduoduo.com"
)
if parsed.scheme not in ("http", "https") or not allowed_host:
raise PddCollectError(
"PDD_DATA_GOODS_URL_INVALID",
"商品链接不是受支持的 PDD 链接",
)
url_goods_id = parse_qs(parsed.query).get("goods_id", [""])[0].strip()
if task_goods_id and url_goods_id and task_goods_id != url_goods_id:
raise PddCollectError(
"PDD_DATA_GOODS_ID_MISMATCH",
"任务商品编号与商品链接中的 goods_id 不一致",
)
value = task_goods_id or url_goods_id
if not value or not value.isdigit():
raise PddCollectError("PDD_DATA_GOODS_ID_MISSING", "商品链接中没有 goods_id")
return value
class PddCollectService:
"""打开商品页并采集结构化商品与 SKU 数据。"""
def __init__(
self,
device_service: PddDeviceService,
device_address: str,
client_id: str,
*,
sleeper: Callable[[float], None] = time.sleep,
monotonic: Callable[[], float] = time.monotonic,
now: Callable[[], datetime] = lambda: datetime.now(timezone.utc),
cancelled: Callable[[], bool] = lambda: False,
page_timeout: float = 30.0,
spec_panel_timeout: float = 10.0,
overall_timeout: float = 600.0,
max_goods_page_swipes: int = 6,
max_spec_swipes: int = 12,
max_sku_count: int = 200,
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color_poll_interval: float = 0.1,
color_selection_timeout: float = 0.6,
color_price_timeout: float = 1.2,
horizontal_swipe_settle_interval: float = 0.1,
artifact_directory: Optional[Path] = None,
) -> None:
self._device_service = device_service
self._device_address = device_address
self._client_id = client_id
self._sleep = sleeper
self._monotonic = monotonic
self._now = now
self._cancelled = cancelled
self._page_timeout = page_timeout
self._spec_panel_timeout = spec_panel_timeout
self._overall_timeout = overall_timeout
self._overall_deadline: Optional[float] = None
self._max_goods_page_swipes = max_goods_page_swipes
self._max_spec_swipes = max_spec_swipes
self._max_sku_count = max_sku_count
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timing_values = {
"颜色轮询间隔": color_poll_interval,
"颜色选中超时": color_selection_timeout,
"颜色价格超时": color_price_timeout,
"水平滑动稳定间隔": horizontal_swipe_settle_interval,
}
for name, value in timing_values.items():
if value <= 0:
raise ValueError(f"{name}必须大于 0 秒")
self._color_poll_interval = color_poll_interval
self._color_selection_timeout = color_selection_timeout
self._color_price_timeout = color_price_timeout
self._horizontal_swipe_settle_interval = (
horizontal_swipe_settle_interval
)
self._artifact_directory = artifact_directory
self._last_goods_xml: Optional[str] = None
self._goods_screens_checked = 0
self._artifacts: list[Mapping[str, Any]] = []
def collect(self, task: Any) -> CollectResult:
"""执行采集;``task`` 至少提供 ``goods_url`` 和可选 ``goods_id``。"""
goods_url = str(getattr(task, "goods_url", "") or "").strip()
if not goods_url:
raise PddCollectError("PDD_DATA_GOODS_URL_MISSING", "采集任务缺少商品链接")
goods_id = str(getattr(task, "goods_id", "") or "").strip()
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goods_id = _validate_goods_url(goods_url, goods_id)
self._overall_deadline = self._monotonic() + self._overall_timeout
self._check_cancelled()
try:
session = self._device_service.connect(self._device_address)
with session as device:
self._open_goods(
device, goods_url, session.initial_app_state
)
goods = self._collect_goods_details(device)
if not goods.title:
raise PddCollectError("PDD_DATA_TITLE_MISSING", "商品页没有可识别的标题")
if not goods.sales.raw:
raise PddCollectError("PDD_DATA_SALES_MISSING", "商品页没有采集到已拼数量")
if (
(not goods.shop_name or not goods.reviews.raw)
and self._last_goods_xml
):
artifact = self._save_xml(
"goods-metadata-incomplete", self._last_goods_xml
)
if artifact:
self._artifacts.append(artifact)
home_xml = self._dump_hierarchy(device)
coordinate = get_size_panel_coord(home_xml)
if coordinate is None:
raise PddCollectError(
"PDD_PAGE_SPEC_ENTRY_MISSING",
"商品页没有找到可靠的规格入口",
)
device.click(*coordinate)
self._wait_spec_panel(device)
self._clear_default_size_selection(device)
color_dimension, color_samples = self._collect_color_prices(device)
size_dimension = self._collect_size_dimension(device)
dimensions = (color_dimension,)
if size_dimension is not None:
dimensions += (size_dimension,)
if not dimensions or any(not item.values for item in dimensions):
raise PddCollectError(
"PDD_DATA_SPEC_INCOMPLETE",
"规格面板没有采集到完整的规格维度",
)
skus = self._build_color_price_skus(
dimensions, color_samples
)
if not skus:
raise PddCollectError(
"PDD_DATA_SPEC_INCOMPLETE",
"规格面板没有生成可提交的规格组合",
)
except PddCollectError as exc:
if self._last_goods_xml:
artifact = self._save_xml("collect-failed", self._last_goods_xml)
if artifact:
diagnostics = dict(exc.diagnostics)
diagnostics.setdefault("artifacts", []).append(artifact)
diagnostics.setdefault(
"goods_screens_checked", self._goods_screens_checked
)
exc.diagnostics = diagnostics
raise
except PddDeviceError as exc:
raise PddCollectError(exc.code, exc.message) from exc
except Exception as exc:
if _is_device_disconnect(exc):
raise PddCollectError(
"DEVICE_DISCONNECTED",
f"Android 设备在采集过程中断开:{exc}",
) from exc
raise PddCollectError("PDD_PAGE_UNKNOWN", f"PDD 采集过程中发生未知错误:{exc}") from exc
return CollectResult(
goods_id=goods_id,
goods_url=goods_url,
title=goods.title,
shop_name=goods.shop_name,
sales=goods.sales,
reviews=goods.reviews,
dimensions=dimensions,
skus=skus,
captured_at=self._now().astimezone(timezone.utc).isoformat().replace("+00:00", "Z"),
client_id=self._client_id,
device_address=self._device_address,
artifacts=tuple(self._artifacts),
)
def _check_cancelled(self) -> None:
if self._cancelled():
raise PddCollectError("PDD_CANCELLED", "采集任务已安全取消")
if (
self._overall_deadline is not None
and self._monotonic() >= self._overall_deadline
):
raise PddCollectError("PDD_PAGE_OVERALL_TIMEOUT", "PDD 采集超过 10 分钟")
def _open_goods(
self,
device: Any,
goods_url: str,
initial_app_state: Optional[Mapping[str, Any]] = None,
) -> None:
trace = current_performance_trace()
try:
current = (
dict(initial_app_state)
if initial_app_state is not None
else device.app_current()
)
package_hint = (
PDD_PACKAGE_NAME
if current.get("package") == PDD_PACKAGE_NAME
else ""
)
before_open = self._read_page_observation(device, current)
if current.get("package") != PDD_PACKAGE_NAME:
stage = trace.stage("pdd_start_or_wait") if trace else nullcontext()
with stage:
device.app_start(PDD_PACKAGE_NAME)
if not device.app_wait(PDD_PACKAGE_NAME, timeout=10):
raise PddCollectError(
"DEVICE_APP_START_FAILED", "PDD 应用启动失败"
)
elif trace is not None:
trace.record("pdd_start_or_wait", 0, "already_foreground")
stage = trace.stage("open_url") if trace else nullcontext()
with stage:
device.open_url(goods_url)
except PddCollectError:
raise
except Exception as exc:
if _is_device_disconnect(exc):
raise PddCollectError(
"DEVICE_DISCONNECTED",
f"Android 设备在打开商品页时断开:{exc}",
) from exc
raise PddCollectError("DEVICE_APP_START_FAILED", f"无法打开 PDD 商品链接:{exc}") from exc
ready_stage = trace.stage("goods_page_ready") if trace else nullcontext()
with ready_stage:
opened_at = self._monotonic()
deadline = opened_at + self._page_timeout
tracker = GoodsOpenTracker(before_open, opened_at)
first_dump = True
last_kind = "unknown"
last_recorded = ""
while self._monotonic() < deadline:
self._check_cancelled()
if first_dump and trace is not None:
with trace.stage("first_dump_hierarchy"):
xml_data = self._dump_hierarchy(device)
first_dump = False
else:
xml_data = self._dump_hierarchy(device)
root = _parse_xml(xml_data)
# 部分设备的 app_current() 一次会阻塞十秒以上,并错误报告
# 设置页。循环中直接使用最新控件树,PDD 节点包名足以分类。
observation = classify_pdd_page(root, package_hint)
last_kind = observation.kind
if trace is not None and last_kind != last_recorded:
trace.record(
"pdd_page_transition",
0,
f"attempt_{tracker.attempt}_{last_kind}",
)
last_recorded = last_kind
self._raise_classified_special_page(last_kind)
decision = tracker.observe(observation, self._monotonic())
if decision.action == ACTION_READY:
if trace is not None:
trace.checkpoint("end_to_end_total")
return
if decision.action == ACTION_REOPEN:
with (
trace.stage("open_url_retry")
if trace is not None
else nullcontext()
):
device.open_url(goods_url)
tracker.reopened(self._monotonic())
last_recorded = ""
continue
if decision.action == ACTION_UNAVAILABLE:
raise PddCollectError(
"PDD_GOODS_UNAVAILABLE",
"商品链接已失效,PDD 无法打开商品详情页并返回了首页",
{"page_kind": PAGE_HOME, "open_attempts": 2},
)
if decision.action == ACTION_NETWORK_ERROR:
raise PddCollectError(
"PDD_PAGE_NETWORK_ERROR",
"PDD 商品页网络或服务异常,请稍后重试",
{"page_kind": PAGE_NETWORK_ERROR},
)
self._sleep(0.25)
if tracker.stale_goods_seen:
raise PddCollectError(
"PDD_GOODS_IDENTITY_UNCONFIRMED",
"打开商品链接后仍停留在原商品页,无法确认本次目标商品",
{"page_kind": PAGE_GOODS, "open_attempts": tracker.attempt},
)
raise PddCollectError(
"PDD_PAGE_TIMEOUT",
f"等待 PDD 商品详情页加载超时,最后页面为 {last_kind}",
{"page_kind": last_kind, "open_attempts": tracker.attempt},
)
def _read_page_observation(
self, device: Any, current: Mapping[str, Any]
) -> Optional[PddPageObservation]:
"""读取深链打开前页面;读取失败不妨碍后续打开目标链接。"""
try:
root = _parse_xml(self._dump_hierarchy(device))
return classify_pdd_page(
root, str(current.get("package") or "")
)
except (PddCollectError, RuntimeError, OSError):
return None
@staticmethod
def _raise_classified_special_page(kind: str) -> None:
if kind == PAGE_CAPTCHA:
raise PddCollectError(
"PDD_PAGE_CAPTCHA", "PDD 出现安全验证,需要人工处理"
)
if kind == PAGE_LOGIN_REQUIRED:
raise PddCollectError(
"PDD_PAGE_LOGIN_REQUIRED", "PDD 登录已失效,需要人工重新登录"
)
if kind in {PAGE_RISK_CONTROL, PAGE_PAYMENT}:
raise PddCollectError(
"PDD_PAGE_UNKNOWN", "PDD 出现风控或支付页面,已停止采集"
)
def _collect_goods_details(self, device: Any) -> GoodsSnapshot:
"""保留首屏结果,并向下浏览补采评价数量和店铺名。"""
self._check_cancelled()
xml_data = self._dump_hierarchy(device)
goods = parse_goods_page(xml_data)
if goods.shop_name and goods.reviews.raw is not None:
return goods
unchanged_reads = 0
for _ in range(self._max_goods_page_swipes):
self._check_cancelled()
self._swipe_goods_page(device, xml_data)
self._sleep(0.8)
self._check_cancelled()
next_xml = self._dump_hierarchy(device)
snapshot = parse_goods_page(next_xml)
goods = GoodsSnapshot(
title=goods.title,
shop_name=goods.shop_name or snapshot.shop_name,
sales=goods.sales,
reviews=(
goods.reviews
if goods.reviews.raw is not None
else snapshot.reviews
),
)
if goods.shop_name and goods.reviews.raw is not None:
break
unchanged_reads = unchanged_reads + 1 if next_xml == xml_data else 0
xml_data = next_xml
if unchanged_reads >= 2:
break
return goods
@staticmethod
def _swipe_goods_page(device: Any, xml_data: str | bytes) -> None:
"""在商品详情区域慢速向上滑动约 30%,浏览页面下方内容。"""
root = _parse_xml(xml_data)
scrollable_bounds = [
bounds
for node in root.iter("node")
if node.get("scrollable") == "true"
and (bounds := _parse_bounds(node.get("bounds", ""))) is not None
]
all_bounds = [
bounds
for node in root.iter("node")
if (bounds := _parse_bounds(node.get("bounds", ""))) is not None
]
candidates = scrollable_bounds or all_bounds
if not candidates:
raise PddCollectError(
"PDD_DATA_PAGE_BOUNDS_MISSING",
"商品详情页没有可用于滚动的有效区域",
)
left, top, right, bottom = max(
candidates,
key=lambda bounds: (bounds[2] - bounds[0]) * (bounds[3] - bounds[1]),
)
x = (left + right) // 2
height = bottom - top
device.swipe(
x,
top + int(height * 0.65),
x,
top + int(height * 0.35),
duration=0.6,
)
def _wait_spec_panel(self, device: Any) -> SpecSnapshot:
"""等待点击后的规格面板真正出现,不能只依赖固定延时。"""
deadline = self._monotonic() + self._spec_panel_timeout
while self._monotonic() < deadline:
self._check_cancelled()
xml_data = self._dump_hierarchy(device)
try:
snapshot = parse_spec_panel(xml_data)
except PddCollectError as exc:
if exc.code != "PDD_DATA_SPEC_INCOMPLETE":
raise
else:
if _is_spec_panel_open(xml_data):
return snapshot
self._sleep(0.25)
raise PddCollectError(
"PDD_PAGE_SPEC_PANEL_TIMEOUT",
"点击规格入口后,等待规格面板加载超时",
)
def _save_xml(self, label: str, xml_data: str) -> Optional[Mapping[str, Any]]:
"""保存本地诊断 XML;测试未提供目录时不写文件。"""
if self._artifact_directory is None:
return None
try:
digest = hashlib.sha256(xml_data.encode("utf-8")).hexdigest()
directory = self._artifact_directory / self._client_id
directory.mkdir(parents=True, exist_ok=True)
path = directory / f"{label}-{digest[:12]}.xml"
if not path.exists():
path.write_text(xml_data, encoding="utf-8")
return {
"kind": "accessibility_xml",
"path": str(path.resolve()),
"sha256": digest,
"screens_checked": self._goods_screens_checked,
}
except OSError:
return None
def _dump_hierarchy(self, device: Any) -> str:
"""读取并记住最新控件树,失败诊断必须指向最后一次操作。"""
raw_xml = device.dump_hierarchy()
xml_data = (
raw_xml.decode("utf-8", errors="replace")
if isinstance(raw_xml, bytes)
else str(raw_xml)
)
self._last_goods_xml = xml_data
self._goods_screens_checked += 1
return xml_data
def _collect_color_prices(
self, device: Any
) -> tuple[SpecDimension, Mapping[str, ColorPriceSample]]:
"""按行蛇形遍历颜色,并在每次点击后立即读取颜色级价格。"""
self._move_color_list_to_left(device)
first_xml = self._dump_hierarchy(device)
first_rows = self._visible_color_rows(first_xml)
if not first_rows:
raise PddCollectError(
"PDD_DATA_SPEC_INCOMPLETE", "规格面板没有可识别的颜色分类"
)
row_count = len(first_rows)
visited: set[str] = set()
ordered_colors: list[DimensionValue] = []
samples: dict[str, ColorPriceSample] = {}
for row_index in range(row_count):
move_right = row_index % 2 == 0
current_row_colors: list[DimensionValue] = []
stable_edge_reads = 0
previous_signature: Optional[tuple[tuple[str, Bounds], ...]] = None
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pending_xml: Optional[str] = None
for swipe_count in range(self._max_spec_swipes + 1):
self._check_cancelled()
# 每次只处理一个节点;点击可能让列表自动移动,下一项必须
# 从最新 XML 重新计算,不能继续使用点击前的旧坐标。
while True:
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xml_data = pending_xml or self._dump_hierarchy(device)
pending_xml = None
rows = self._visible_color_rows(xml_data)
if row_index >= len(rows):
raise PddCollectError(
"PDD_DATA_SPEC_INCOMPLETE",
f"颜色第 {row_index + 1} 行在滑动后消失",
)
current_row = sorted(
rows[row_index],
key=lambda item: item.bounds[0],
reverse=not move_right,
)
visible = next(
(item for item in current_row if item.text not in visited),
None,
)
if visible is None:
break
visited.add(visible.text)
color = DimensionValue(visible.text, visible.available)
current_row_colors.append(color)
if visible.available:
samples[visible.text] = self._click_and_sample_color(
device, visible.text
)
else:
samples[visible.text] = ColorPriceSample(
None, None, None
)
signature = tuple((item.text, item.bounds) for item in current_row)
if signature == previous_signature:
stable_edge_reads += 1
else:
stable_edge_reads = 0
previous_signature = signature
if stable_edge_reads >= 2 or swipe_count >= self._max_spec_swipes:
break
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root = _parse_xml(xml_data)
region = self._horizontal_region(root)
if region is None:
break
self._swipe_region(
device,
region,
horizontal=True,
reverse=not move_right,
)
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pending_xml = self._wait_for_horizontal_change(
device, signature
)
# 操作采用蛇形以减少无效滑动;输出仍恢复成页面自然的
# “每行从左到右”顺序,方便 Admin 下拉框稳定展示。
ordered_colors.extend(
current_row_colors if move_right else reversed(current_row_colors)
)
if not ordered_colors:
raise PddCollectError(
"PDD_DATA_SPEC_INCOMPLETE", "规格面板没有采集到颜色"
)
return (
SpecDimension("color", "颜色分类", tuple(ordered_colors)),
samples,
)
def _move_color_list_to_left(self, device: Any) -> None:
"""把颜色列表归位到左端;连续两次视口不变才认为到边。"""
previous_signature: Optional[tuple[tuple[str, Bounds], ...]] = None
stable_edge_reads = 0
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xml_data = self._dump_hierarchy(device)
for _ in range(self._max_spec_swipes):
self._check_cancelled()
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signature = self._color_view_signature(xml_data)
if signature == previous_signature:
stable_edge_reads += 1
else:
stable_edge_reads = 0
previous_signature = signature
if stable_edge_reads >= 2:
return
root = _parse_xml(xml_data)
region = self._horizontal_region(root)
if region is None:
return
self._swipe_region(
device, region, horizontal=True, reverse=True
)
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xml_data = self._wait_for_horizontal_change(device, signature)
def _click_and_sample_color(
self, device: Any, target: str
) -> ColorPriceSample:
"""点击最新树中的颜色,等待选择和价格连续两次稳定。"""
xml_data = self._dump_hierarchy(device)
root = _parse_xml(xml_data)
latest_visible = next(
(
item
for row in self._visible_color_rows(xml_data)
for item in row
if item.text == target
),
None,
)
state_node = self._find_option_node(root, target) if latest_visible else None
node = (
self._find_safe_option_click_node(state_node, target)
if state_node is not None
else None
)
if node is None or not _is_available(node):
return ColorPriceSample(None, None, None)
bounds = _parse_bounds(node.get("bounds", ""))
assert bounds is not None
device.click(
(bounds[0] + bounds[2]) // 2,
(bounds[1] + bounds[3]) // 2,
)
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selection_deadline = self._monotonic() + self._color_selection_timeout
selection_sleep_limit = math.ceil(
self._color_selection_timeout / self._color_poll_interval
)
selection_sleeps = 0
price_deadline: Optional[float] = None
price_sleep_limit = math.ceil(
self._color_price_timeout / self._color_poll_interval
)
price_sleeps = 0
previous_price: Optional[tuple[int, Optional[str], Optional[int]]] = None
stable_price_reads = 0
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while True:
self._check_cancelled()
latest_xml = self._dump_hierarchy(device)
if self._is_big_image_viewer(latest_xml):
self._recover_spec_panel_from_big_image(device)
return ColorPriceSample(None, None, None)
latest_root = _parse_xml(latest_xml)
snapshot = parse_spec_panel(latest_xml)
latest_node = self._find_option_node(latest_root, target)
selection_exposed = self._color_selection_state_exposed(latest_xml)
selected = bool(
latest_node is not None and self._node_is_selected(latest_node)
) or bool(snapshot.selected_text and target in snapshot.selected_text)
# 老版本页面不暴露 selected/checked,也没有“已选”摘要时,
# 只能以完整可见可点击节点未报错的点击作为降级证据。
selection_confirmed = selected or not selection_exposed
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now = self._monotonic()
if not selection_confirmed:
stable_price_reads = 0
previous_price = None
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selection_timed_out = (
now >= selection_deadline
or selection_sleeps >= selection_sleep_limit
)
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if selection_timed_out:
return ColorPriceSample(None, None, None)
else:
if price_deadline is None:
price_deadline = now + self._color_price_timeout
if snapshot.price_cent is None:
stable_price_reads = 0
previous_price = None
else:
current_price = (
snapshot.price_cent,
snapshot.raw_price,
snapshot.list_price_cent,
)
if current_price == previous_price:
stable_price_reads += 1
else:
stable_price_reads = 1
previous_price = current_price
if stable_price_reads >= 2:
return ColorPriceSample(
snapshot.price_cent,
snapshot.raw_price,
snapshot.list_price_cent,
)
if now >= price_deadline or price_sleeps >= price_sleep_limit:
return ColorPriceSample(None, None, None)
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self._sleep(self._color_poll_interval)
if selection_confirmed:
price_sleeps += 1
else:
selection_sleeps += 1
def _clear_default_size_selection(self, device: Any) -> None:
"""逐屏寻找默认尺码;只在唯一选中项明确时点击一次取消。"""
previous_signature: Optional[
tuple[tuple[str, tuple[str, ...]], ...]
] = None
stable_edge_reads = 0
for swipe_count in range(self._max_spec_swipes + 1):
self._check_cancelled()
xml_data = self._dump_hierarchy(device)
root = _parse_xml(xml_data)
snapshot = parse_spec_panel(xml_data)
size_dimension = next(
(item for item in snapshot.dimensions if item.key == "size"),
None,
)
if size_dimension is not None:
selected_values = []
for value in size_dimension.values:
state_node = self._find_option_node(root, value.text)
if state_node is not None and self._node_is_selected(state_node):
selected_values.append((value.text, state_node))
if len(selected_values) == 1:
target, state_node = selected_values[0]
click_node = self._find_safe_option_click_node(state_node, target)
if click_node is not None:
bounds = _parse_bounds(click_node.get("bounds", ""))
assert bounds is not None
device.click(
(bounds[0] + bounds[2]) // 2,
(bounds[1] + bounds[3]) // 2,
)
self._sleep(self._color_poll_interval)
latest_root = _parse_xml(self._dump_hierarchy(device))
latest_node = self._find_option_node(latest_root, target)
if latest_node is None or not self._node_is_selected(
latest_node
):
break
# 页面不支持取消时也不能重复点击,否则可能重新选中或误操作。
break
if not selected_values:
break
signature = tuple(
(item.key, tuple(value.text for value in item.values))
for item in snapshot.dimensions
)
stable_edge_reads = (
stable_edge_reads + 1 if signature == previous_signature else 0
)
previous_signature = signature
if stable_edge_reads >= 2 or swipe_count >= self._max_spec_swipes:
break
region = self._vertical_region(root)
if region is None:
break
self._swipe_region(device, region, horizontal=False, reverse=False)
self._sleep(0.35)
# 查找尺码时页面可能已经滚到底部,逐色采价前必须回到顶部。
self._move_spec_panel_to_top(device)
def _move_spec_panel_to_top(self, device: Any) -> None:
"""把规格面板纵向恢复到顶部;连续两次不变化即停止。"""
previous_signature: Optional[tuple[tuple[str, Bounds], ...]] = None
stable_edge_reads = 0
for _ in range(self._max_spec_swipes):
self._check_cancelled()
xml_data = self._dump_hierarchy(device)
root = _parse_xml(xml_data)
signature = tuple(
(
_preferred_node_label(node),
bounds,
)
for node in root.iter("node")
if (bounds := _parse_bounds(node.get("bounds", ""))) is not None
and (
_is_dimension_heading(_preferred_node_label(node))
or node.get("clickable") == "true"
)
)
stable_edge_reads = (
stable_edge_reads + 1 if signature == previous_signature else 0
)
previous_signature = signature
if stable_edge_reads >= 2:
return
region = self._vertical_region(root)
if region is None:
return
self._swipe_region(device, region, horizontal=False, reverse=True)
self._sleep(0.35)
@staticmethod
def _is_big_image_viewer(xml_data: str | bytes) -> bool:
"""用 ViewPager 和页码共同识别误入的商品大图页。"""
root = _parse_xml(xml_data)
has_pager = any(
(node.get("class") or "").endswith("ViewPager")
for node in root.iter("node")
)
has_page_number = any(
re.fullmatch(r"\d+\s*/\s*\d+", _preferred_node_label(node))
for node in root.iter("node")
)
has_dimension = any(
_is_dimension_heading(_preferred_node_label(node))
for node in root.iter("node")
)
return has_pager and has_page_number and not has_dimension
def _recover_spec_panel_from_big_image(self, device: Any) -> None:
"""误入大图后只返回一次,并确认规格面板已经恢复。"""
device.press("back")
for _ in range(3):
self._check_cancelled()
self._sleep(self._color_poll_interval)
xml_data = self._dump_hierarchy(device)
try:
if _is_spec_panel_open(xml_data):
return
except PddCollectError:
break
raise PddCollectError(
"PDD_PAGE_SPEC_PANEL_LOST",
"点击颜色后进入大图,返回一次仍未恢复规格面板",
)
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def _color_view_signature(
self, xml_data: str | bytes
) -> tuple[tuple[str, Bounds], ...]:
"""返回颜色视口签名,用于判断水平滑动是否已经更新页面。"""
return tuple(
(item.text, item.bounds)
for row in self._visible_color_rows(xml_data)
for item in row
)
def _wait_for_horizontal_change(
self,
device: Any,
previous_signature: tuple[tuple[str, Bounds], ...],
) -> str:
"""水平滑动后短暂等待;首次未变化时只补等一次。"""
latest_xml = ""
for _ in range(2):
self._check_cancelled()
self._sleep(self._horizontal_swipe_settle_interval)
latest_xml = self._dump_hierarchy(device)
if self._color_view_signature(latest_xml) != previous_signature:
break
return latest_xml
def _collect_size_dimension(self, device: Any) -> Optional[SpecDimension]:
"""颜色采价完成后只滚动并收集尺码文字,不点击尺码。"""
sizes: dict[str, bool] = {}
previous_signature: Optional[
tuple[tuple[str, tuple[str, ...]], ...]
] = None
stable_edge_reads = 0
for swipe_count in range(self._max_spec_swipes + 1):
self._check_cancelled()
xml_data = self._dump_hierarchy(device)
snapshot = parse_spec_panel(xml_data)
for dimension in snapshot.dimensions:
if dimension.key not in ("color", "size"):
raise PddCollectError(
"PDD_DATA_SPEC_UNSUPPORTED",
f"发现尚未支持的规格维度:{dimension.name}",
)
if dimension.key == "size":
for value in dimension.values:
sizes[value.text] = sizes.get(value.text, False) or value.available
signature = tuple(
(item.key, tuple(value.text for value in item.values))
for item in snapshot.dimensions
)
if signature == previous_signature:
stable_edge_reads += 1
else:
stable_edge_reads = 0
previous_signature = signature
if stable_edge_reads >= 2 or swipe_count >= self._max_spec_swipes:
break
root = _parse_xml(xml_data)
region = self._vertical_region(root)
if region is None:
break
self._swipe_region(
device, region, horizontal=False, reverse=False
)
self._sleep(0.35)
if not sizes:
return None
return SpecDimension(
"size",
"尺码",
tuple(DimensionValue(text, available) for text, available in sizes.items()),
)
def _build_color_price_skus(
self,
dimensions: tuple[SpecDimension, ...],
samples: Mapping[str, ColorPriceSample],
) -> tuple[SkuResult, ...]:
"""按颜色价格生成展示组合;采价证据只记录真实选中的颜色。"""
colors = dimensions[0].values
sizes = dimensions[1].values if len(dimensions) > 1 else (None,)
combination_count = len(colors) * len(sizes)
if combination_count > self._max_sku_count:
raise PddCollectError(
"PDD_DATA_TOO_MANY_SKUS",
f"规格组合共 {combination_count} 个,超过安全上限 {self._max_sku_count}",
)
results: list[SkuResult] = []
for color in colors:
sample = samples[color.text]
for size in sizes:
options = {"color": color.text}
if size is not None:
options["size"] = size.text
# 是否可用来自规格控件状态,不能用“是否采到价格”代替。
available = color.available and (size is None or size.available)
results.append(
SkuResult(
options,
sample.price_cent,
available,
sample.raw_price,
{"color": color.text}
if sample.price_cent is not None
else {},
sample.list_price_cent,
)
)
return tuple(results)
def _visible_color_rows(
self, xml_data: str | bytes
) -> list[list[VisibleSpecOption]]:
"""把当前视口中完整显示的颜色节点按中心 y 聚类成行。"""
root = _parse_xml(xml_data)
snapshot = parse_spec_panel(xml_data)
color_dimension = next(
(item for item in snapshot.dimensions if item.key == "color"),
None,
)
if color_dimension is None:
return []
candidates: list[VisibleSpecOption] = []
for value in color_dimension.values:
node = self._find_option_node(root, value.text)
if node is None:
continue
bounds = _parse_bounds(node.get("bounds", ""))
if bounds is None:
continue
candidates.append(
VisibleSpecOption(
value.text,
value.available,
bounds,
)
)
if not candidates:
return []
parents = {child: parent for parent in root.iter() for child in parent}
non_scrollable_panel = _find_non_scrollable_spec_panel(root, parents)
if non_scrollable_panel is not None:
# 新版面板会按文字长度设置按钮宽度。它没有横向滚动视口,
# 短按钮不代表被屏幕边缘截断,因此保留所有安全范围内的节点。
complete = candidates
else:
widest = max(item.bounds[2] - item.bounds[0] for item in candidates)
minimum_width = max(48, int(widest * 0.6))
complete = [
item
for item in candidates
if item.bounds[2] - item.bounds[0] >= minimum_width
]
complete.sort(key=lambda item: ((item.bounds[1] + item.bounds[3]) // 2, item.bounds[0]))
rows: list[list[VisibleSpecOption]] = []
row_centers: list[int] = []
for item in complete:
center_y = (item.bounds[1] + item.bounds[3]) // 2
matching_index = next(
(
index
for index, row_center in enumerate(row_centers)
if abs(center_y - row_center) <= 80
),
None,
)
if matching_index is None:
rows.append([item])
row_centers.append(center_y)
else:
rows[matching_index].append(item)
for row in rows:
row.sort(key=lambda item: item.bounds[0])
return rows
@staticmethod
def _node_selection_state_exposed(node: ET.Element) -> bool:
return any(
item.get("selected") is not None or item.get("checked") is not None
for item in node.iter()
)
@staticmethod
def _node_is_selected(node: ET.Element) -> bool:
return any(
item.get("selected") == "true" or item.get("checked") == "true"
for item in node.iter()
)
def _color_selection_state_exposed(self, xml_data: str | bytes) -> bool:
root = _parse_xml(xml_data)
snapshot = parse_spec_panel(xml_data)
if snapshot.selected_text:
return True
color_dimension = next(
(item for item in snapshot.dimensions if item.key == "color"),
None,
)
if color_dimension is None:
return False
return any(
node is not None and self._node_selection_state_exposed(node)
for value in color_dimension.values
if (node := self._find_option_node(root, value.text)) is not None
)
@staticmethod
def _find_option_node(root: ET.Element, target: str) -> Optional[ET.Element]:
parents = {child: parent for parent in root.iter() for child in parent}
scrollables = [node for node in root.iter("node") if node.get("scrollable") == "true"]
non_scrollable_panel = _find_non_scrollable_spec_panel(root, parents)
right_edges = [
bounds[2]
for node in root.iter("node")
if (bounds := _parse_bounds(node.get("bounds", ""))) is not None
]
screen_right = max(right_edges, default=0)
for node in root.iter("node"):
if _preferred_or_descendant_label(node).strip() != target:
continue
bounds = _parse_bounds(node.get("bounds", ""))
if node.get("clickable") != "true" or bounds is None:
continue
center_x = (bounds[0] + bounds[2]) // 2
if bounds[2] - bounds[0] < 48:
continue
if not 24 <= center_x <= screen_right - 24:
continue
ancestors = _ancestors(node, parents)
in_scrollable = any(container in ancestors for container in scrollables)
in_non_scrollable_panel = non_scrollable_panel is not None and (
node is non_scrollable_panel or non_scrollable_panel in ancestors
)
if in_scrollable or in_non_scrollable_panel:
return node
return None
@staticmethod
def _find_safe_option_click_node(
state_node: ET.Element,
target: str,
) -> Optional[ET.Element]:
"""返回规格文字的安全点击节点,图片卡片绝不使用整卡中心。"""
candidates: list[tuple[int, int, ET.Element]] = []
for node in state_node.iter():
if _preferred_node_label(node).strip() != target:
continue
bounds = _parse_bounds(node.get("bounds", ""))
class_name = node.get("class") or ""
if bounds is None or class_name.endswith("ImageView"):
continue
if node.get("visible-to-user", "true") != "true":
continue
area = (bounds[2] - bounds[0]) * (bounds[3] - bounds[1])
text_rank = 0 if class_name.endswith("TextView") else 1
candidates.append((text_rank, area, node))
if candidates:
return min(candidates, key=lambda item: (item[0], item[1]))[2]
has_image_area = any(
(node.get("class") or "").endswith("ImageView")
or _preferred_node_label(node).strip() in ("打开大图", "查看大图")
for node in state_node.iter()
)
return None if has_image_area else state_node
@staticmethod
def _horizontal_region(root: ET.Element) -> Optional[Bounds]:
parents = {child: parent for parent in root.iter() for child in parent}
candidates: list[tuple[int, Bounds]] = []
for node in root.iter("node"):
if node.get("scrollable") != "true":
continue
bounds = _parse_bounds(node.get("bounds", ""))
if bounds is None:
continue
depth = len(_ancestors(node, parents))
if any(child.get("clickable") == "true" for child in node):
candidates.append((depth, bounds))
return max(candidates, key=lambda item: item[0])[1] if candidates else None
@staticmethod
def _vertical_region(root: ET.Element) -> Optional[Bounds]:
candidates: list[Bounds] = []
for node in root.iter("node"):
bounds = _parse_bounds(node.get("bounds", ""))
if node.get("scrollable") == "true" and bounds is not None:
candidates.append(bounds)
if not candidates:
return None
return max(
candidates,
key=lambda item: (item[3] - item[1]) * (item[2] - item[0]),
)
@staticmethod
def _swipe_region(device: Any, bounds: Bounds, *, horizontal: bool, reverse: bool) -> None:
left, top, right, bottom = bounds
if horizontal:
y = (top + bottom) // 2
near_left = left + int((right - left) * 0.25)
near_right = left + int((right - left) * 0.75)
start_x, end_x = (
(near_left, near_right) if reverse else (near_right, near_left)
)
device.swipe(start_x, y, end_x, y, duration=0.35)
else:
x = (left + right) // 2
near_top = top + int((bottom - top) * 0.25)
near_bottom = top + int((bottom - top) * 0.75)
start_y, end_y = (
(near_top, near_bottom) if reverse else (near_bottom, near_top)
)
device.swipe(x, start_y, x, end_y, duration=0.35)