WebsiteBench / tasks /amazon /environment /reference /clone /product_options.py
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from __future__ import annotations
import json
import re
from pathlib import Path
from typing import Any, Mapping
from deals_catalog import (
DEALS_DEFAULT_CARDS_FIXTURE,
load_deals_default_card_offers,
)
from home_catalog import load_home_product_catalog
from home_category_catalog import (
HOME_CATEGORY_FIXTURE,
load_home_category_offers,
)
from home_commerce import HOME_COMMERCE_FIXTURE, load_home_commerce_offers
from search_commerce import (
SEARCH_COMMERCE_EVIDENCE_CLASS,
SEARCH_COMMERCE_FIXTURE,
load_search_commerce_cards,
)
TARGET_ASIN = "B0874XN4D8"
T9_ASIN = "B0CHFSWM2P"
SHEETS_ASIN = "B01M16WBW1"
OKAPI_ASIN = "B0BG6B2D4D"
SANDISK_ASIN = "B08HN37XC1"
BOOK_ASIN = "168281808X"
BEAUTY_ASIN = "B074PVTPBW"
AILUN_ASIN = "B0BJPXXM7D"
VAULT_X_ASIN = "B071V91LGC"
UPSIMPLES_ASIN = "B0BQR2BQYZ"
INSTANT_POT_ASIN = "B00FLYWNYQ"
JANSPORT_ASIN = "B07K74LDCH"
AIR_FILTER_ASIN = "B088BZTYFP"
AVAILABLE_STATUS = "AVAILABLE"
UNAVAILABLE_SELECTION_COPY = "This selection is currently unavailable"
def _display_stock_copy(value: str) -> str:
"""Keep internal quote provenance out of customer-facing stock copy."""
cleaned = " ".join(str(value).split())
normalized = cleaned.casefold()
if normalized == "in stock" or (
normalized.startswith("only ") and "left in stock" in normalized
):
return cleaned
return "In Stock"
# The retained T7 source render displays this exact Blue/1 TB price and uses
# gallery image 09 for the Blue swatch. No child-variant ASIN was captured, so
# the transaction target below deliberately keeps variant_asin unset instead
# of inventing one.
T7_BLUE_PRICE_MINOR = 26_789
T7_BLUE_IMAGE_PATH = (
"/static/assets/source-current/2026-07-21/pdp-t7/gallery-09.jpg"
)
# The T7 task fixture intentionally freezes only the transaction identity. Its
# option labels are nevertheless visible in the retained source render (and in
# the current T7 PDP implementation), so keep them here instead of inventing
# variant prices or treating the labels as new commerce offers.
T7_SOURCE_OPTIONS: tuple[dict[str, Any], ...] = (
{
"label": "Color",
"default": "Titan Gray",
"options": ("Titan Gray", "Blue"),
},
{
"label": "Memory Storage Capacity",
"default": "1 TB",
"options": ("1 TB", "2 TB", "2.1 TB", "4.0 TB"),
},
)
def _option_names(raw_options: Any) -> tuple[str, ...]:
if not isinstance(raw_options, list):
return ()
names: list[str] = []
for raw_option in raw_options:
if isinstance(raw_option, Mapping):
raw_name = raw_option.get("name")
else:
raw_name = raw_option
if not isinstance(raw_name, str) or not raw_name:
continue
if raw_name not in names:
names.append(raw_name)
return tuple(names)
def option_groups_from_detail(
detail: Mapping[str, Any], product: Mapping[str, Any] | None = None
) -> tuple[dict[str, Any], ...]:
"""Normalize only option labels and values that exist in captured PDP data."""
choice_groups = detail.get("choice_groups")
if isinstance(choice_groups, list) and choice_groups:
groups: list[dict[str, Any]] = []
for raw_group in choice_groups:
if not isinstance(raw_group, Mapping):
continue
label = raw_group.get("label")
default = raw_group.get("value")
options = _option_names(raw_group.get("options"))
if not isinstance(label, str) or not label or not isinstance(default, str) or not default:
continue
if default not in options:
options = (default, *options)
groups.append({"label": label, "default": default, "options": options})
return tuple(groups)
groups = []
primary_label = detail.get("primary_option_label", "Digital Storage Capacity")
primary_default = detail.get("primary_option_value") or (product or {}).get("capacity")
primary_options = _option_names(
detail.get("primary_options", detail.get("capacity_options"))
)
if isinstance(primary_label, str) and primary_label and isinstance(primary_default, str) and primary_default:
if primary_default not in primary_options:
primary_options = (primary_default, *primary_options)
groups.append(
{
"label": primary_label,
"default": primary_default,
"options": primary_options,
}
)
secondary_label = detail.get("secondary_option_label", "Color")
secondary_default = detail.get("secondary_option_value") or (product or {}).get("color")
secondary_options = _option_names(detail.get("color_options"))
if isinstance(secondary_label, str) and secondary_label and isinstance(secondary_default, str) and secondary_default:
if secondary_default not in secondary_options:
secondary_options = (secondary_default, *secondary_options)
groups.append(
{
"label": secondary_label,
"default": secondary_default,
"options": secondary_options,
}
)
return tuple(groups)
def load_source_option_specs(fixture_root: Path) -> dict[str, tuple[dict[str, Any], ...]]:
"""Build the option allow-list from the two retained PDP evidence fixtures."""
specs: dict[str, tuple[dict[str, Any], ...]] = {TARGET_ASIN: T7_SOURCE_OPTIONS}
fixture_names = ("task-frozen-900136-v1.json", "home-pdp-evidence.json")
for fixture_name in fixture_names:
candidate = (fixture_root / fixture_name).resolve()
if fixture_root.resolve() not in candidate.parents or not candidate.is_file():
raise ValueError(f"PDP option evidence fixture is unavailable: {fixture_name}")
payload = json.loads(candidate.read_text(encoding="utf-8"))
products = payload.get("products")
if not isinstance(products, list):
raise ValueError(f"PDP option evidence fixture has no product list: {fixture_name}")
for product in products:
if not isinstance(product, Mapping):
continue
asin = product.get("asin")
detail = product.get("pdp")
if not isinstance(asin, str) or not isinstance(detail, Mapping):
continue
groups = option_groups_from_detail(detail, product)
if groups:
specs[asin] = groups
return specs
def default_selection(
spec: tuple[dict[str, Any], ...] | None,
) -> dict[str, str]:
return {
str(group["label"]): str(group["default"])
for group in spec or ()
}
def validate_selection(
spec: tuple[dict[str, Any], ...] | None,
selection: Mapping[str, Any] | None,
) -> dict[str, str]:
"""Return a canonical selection, rejecting every non-observed label/value."""
defaults = default_selection(spec)
if selection is None or not selection:
return defaults
if not isinstance(selection, Mapping) or set(selection) != set(defaults):
raise ValueError("product option selection is incomplete or unsupported")
normalized: dict[str, str] = {}
for group in spec or ():
label = str(group["label"])
value = selection.get(label)
if not isinstance(value, str) or value not in group["options"]:
raise ValueError(f"unsupported observed option value for {label}")
normalized[label] = value
return normalized
def normalize_complete_selection(
spec: tuple[dict[str, Any], ...] | None,
selection: Mapping[str, Any] | None,
) -> dict[str, str]:
"""Return a canonical complete selection without trusting extra fields.
``None`` means the server-selected defaults. This keeps add-to-cart entry
points that do not render option fields deterministic. An explicitly
supplied mapping, however, must contain every captured label exactly once;
an empty or partial client mapping cannot silently become a default choice.
Valid values are normalized in source group order.
"""
defaults = default_selection(spec)
if selection is None:
return defaults
if not isinstance(selection, Mapping):
raise ValueError("product option selection must be a mapping")
if set(selection) != set(defaults):
raise ValueError("product option selection is incomplete or unsupported")
normalized: dict[str, str] = {}
for group in spec or ():
label = str(group["label"])
value = selection.get(label)
if not isinstance(value, str) or value not in group["options"]:
raise ValueError(f"unsupported observed option value for {label}")
normalized[label] = value
return normalized
def canonical_selection_key(selection: Mapping[str, str]) -> str:
"""Serialize a server-normalized selection into a stable line identity."""
if not isinstance(selection, Mapping) or any(
not isinstance(label, str) or not isinstance(value, str)
for label, value in selection.items()
):
raise ValueError("canonical selection keys require string labels and values")
return json.dumps(
dict(selection),
ensure_ascii=True,
sort_keys=True,
separators=(",", ":"),
)
def _fixture_products(fixture_root: Path, fixture_name: str) -> list[dict[str, Any]]:
candidate = (fixture_root / fixture_name).resolve()
if fixture_root.resolve() not in candidate.parents or not candidate.is_file():
raise ValueError(f"PDP transaction evidence fixture is unavailable: {fixture_name}")
payload = json.loads(candidate.read_text(encoding="utf-8"))
products = payload.get("products")
if not isinstance(products, list):
raise ValueError(
f"PDP transaction evidence fixture has no product list: {fixture_name}"
)
return [dict(product) for product in products if isinstance(product, Mapping)]
def _base_quote_rule(
selection: Mapping[str, str],
*,
offer_asin: str,
currency: str,
display_availability: str,
evidence_key: str,
) -> dict[str, Any]:
return {
"selected_options": dict(selection),
"price_minor": None,
"currency": currency,
"image_path": None,
"availability": AVAILABLE_STATUS,
"display_availability": _display_stock_copy(display_availability),
"target_kind": "base-offer",
"variant_asin": offer_asin,
"evidence_key": evidence_key,
}
def _captured_selection_quote_rule(
selection: Mapping[str, str],
*,
price_minor: int,
image_path: str,
display_availability: str,
evidence_key: str,
) -> dict[str, Any]:
if isinstance(price_minor, bool) or not isinstance(price_minor, int) or price_minor < 0:
raise ValueError("captured option quote price must be a non-negative integer")
if not isinstance(image_path, str) or not image_path.startswith("/static/"):
raise ValueError("captured option quote image must be a local static asset")
return {
"selected_options": dict(selection),
"price_minor": price_minor,
"currency": "USD",
"image_path": image_path,
"availability": AVAILABLE_STATUS,
"display_availability": _display_stock_copy(display_availability),
"target_kind": "captured-selection",
"variant_asin": None,
"evidence_key": evidence_key,
}
def _usd_offer_copy_to_minor(value: Any) -> int:
if not isinstance(value, str):
raise ValueError("captured option quote is missing its USD price")
match = re.fullmatch(r"\$(\d+)\.(\d{2})", value)
if match is None:
raise ValueError("captured option quote has a malformed USD price")
return int(match.group(1)) * 100 + int(match.group(2))
def load_source_transaction_quote_specs(
fixture_root: Path,
) -> dict[str, tuple[dict[str, Any], ...]]:
"""Build the complete-selection transaction allow-list from source evidence.
Axis values remain available to the PDP renderer through
:func:`load_source_option_specs`, but this catalog contains only complete
combinations with enough evidence to create a server-side price quote.
Consequently, a captured label/value combination is not automatically a
purchasable Cartesian product.
"""
fixture_root = fixture_root.resolve()
option_specs = load_source_option_specs(fixture_root)
fixture_names = ("task-frozen-900136-v1.json", "home-pdp-evidence.json")
products_by_asin: dict[str, dict[str, Any]] = {}
source_by_asin: dict[str, str] = {}
for fixture_name in fixture_names:
for product in _fixture_products(fixture_root, fixture_name):
asin = product.get("asin")
if not isinstance(asin, str) or not asin:
continue
products_by_asin[asin] = product
source_by_asin[asin] = fixture_name
for product in load_deals_default_card_offers(fixture_root):
asin = str(product["asin"])
if asin in products_by_asin:
raise ValueError(f"duplicate Deals transaction offer: {asin}")
products_by_asin[asin] = dict(product)
source_by_asin[asin] = DEALS_DEFAULT_CARDS_FIXTURE
for product in load_search_commerce_cards(fixture_root):
asin = str(product["asin"])
if asin in products_by_asin:
raise ValueError(f"duplicate search-card transaction offer: {asin}")
products_by_asin[asin] = dict(product)
source_by_asin[asin] = SEARCH_COMMERCE_FIXTURE
home_catalog = load_home_product_catalog(fixture_root)
for product in load_home_commerce_offers(fixture_root, home_catalog):
asin = str(product["asin"])
# A direct PDP, Deals, or search-card capture is richer evidence than
# the dated homepage offer snapshot. Keep that richer quote and add
# only the homepage offers that would otherwise have no transaction
# identity.
if asin in products_by_asin:
continue
products_by_asin[asin] = dict(product)
source_by_asin[asin] = HOME_COMMERCE_FIXTURE
for product in load_home_category_offers(fixture_root):
asin = str(product["asin"])
# Richer task, PDP, Deals, search, and homepage captures keep
# precedence on the five category-card overlaps. The category route
# still displays them using the authoritative stored quote.
if asin in products_by_asin:
continue
products_by_asin[asin] = dict(product)
source_by_asin[asin] = HOME_CATEGORY_FIXTURE
rules: dict[str, list[dict[str, Any]]] = {}
# Every verified source offer with no captured option axes has one complete
# selection: the empty selection. Its transaction price and image still
# come from the caller's server-owned base offer, never from the client.
for asin, product in products_by_asin.items():
if option_specs.get(asin):
continue
currency = product.get("currency")
if not isinstance(currency, str) or not currency:
raise ValueError(f"base transaction evidence has no currency: {asin}")
detail = product.get("pdp")
captured_availability = (
detail.get("availability") if isinstance(detail, Mapping) else None
)
display_availability = (
captured_availability
if isinstance(captured_availability, str) and captured_availability
else (
"In Stock"
if product.get("evidence_class") == SEARCH_COMMERCE_EVIDENCE_CLASS
else "In Stock"
)
)
rules[asin] = [
_base_quote_rule(
{},
offer_asin=asin,
currency=currency,
display_availability=display_availability,
evidence_key=str(
product.get("card_evidence_key")
or f"{source_by_asin[asin]}:{asin}:base-offer"
),
)
]
# New direct PDP captures can carry a declarative list of complete option
# quotes. Keeping those quotes beside the captured choices prevents this
# module from accumulating product-specific price tables and, more
# importantly, makes the evidence boundary explicit: an option may be
# browseable without becoming purchasable until a complete source quote is
# present here.
for asin, product in products_by_asin.items():
detail = product.get("pdp")
raw_quotes = detail.get("transaction_quotes") if isinstance(detail, Mapping) else None
if raw_quotes is None:
continue
if not isinstance(raw_quotes, list) or not raw_quotes:
raise ValueError(f"captured transaction quotes must be a non-empty list: {asin}")
spec = option_specs.get(asin)
if not spec:
raise ValueError(f"captured transaction quotes require option evidence: {asin}")
if product.get("currency") != "USD":
raise ValueError(f"captured transaction quotes require a USD product: {asin}")
default_image = product.get("image_path")
if not isinstance(default_image, str) or not default_image.startswith("/static/"):
raise ValueError(f"captured transaction quotes require a local image: {asin}")
captured_rules: list[dict[str, Any]] = []
seen_selections: set[str] = set()
for index, raw_quote in enumerate(raw_quotes):
if not isinstance(raw_quote, Mapping):
raise ValueError(f"captured transaction quote must be an object: {asin}[{index}]")
selection = normalize_complete_selection(spec, raw_quote.get("selected_options"))
selection_key = canonical_selection_key(selection)
if selection_key in seen_selections:
raise ValueError(f"duplicate captured transaction quote: {asin}[{index}]")
seen_selections.add(selection_key)
evidence_key = raw_quote.get("evidence_key")
if not isinstance(evidence_key, str) or not evidence_key.strip():
raise ValueError(f"captured transaction quote requires evidence: {asin}[{index}]")
display_availability = raw_quote.get("display_availability")
if not isinstance(display_availability, str) or not display_availability.strip():
display_availability = detail.get("availability")
if not isinstance(display_availability, str) or not display_availability.strip():
raise ValueError(f"captured transaction quote requires availability: {asin}[{index}]")
image_path = raw_quote.get("image_path", default_image)
captured_rules.append(
_captured_selection_quote_rule(
selection,
price_minor=raw_quote.get("price_minor"),
image_path=image_path,
display_availability=display_availability,
evidence_key=evidence_key,
)
)
rules[asin] = captured_rules
required_asins = {
TARGET_ASIN,
T9_ASIN,
SHEETS_ASIN,
OKAPI_ASIN,
SANDISK_ASIN,
BOOK_ASIN,
BEAUTY_ASIN,
INSTANT_POT_ASIN,
JANSPORT_ASIN,
AIR_FILTER_ASIN,
}
missing = required_asins - products_by_asin.keys()
if missing:
raise ValueError(
"required PDP transaction evidence is missing: " + ", ".join(sorted(missing))
)
# T7 has one default base quote plus one explicitly priced Blue/1 TB quote.
t7_default = default_selection(option_specs[TARGET_ASIN])
rules[TARGET_ASIN] = [
_base_quote_rule(
t7_default,
offer_asin=TARGET_ASIN,
currency="USD",
display_availability="In Stock",
evidence_key="task-frozen-900136-v1.json:B0874XN4D8:base-offer",
),
_captured_selection_quote_rule(
{"Color": "Blue", "Memory Storage Capacity": "1 TB"},
price_minor=T7_BLUE_PRICE_MINOR,
image_path=T7_BLUE_IMAGE_PATH,
display_availability="In Stock",
evidence_key="source-current-2026-07-21:pdp-t7:Blue:1 TB",
),
]
# T9 and the sheet set expose captured axes, but only their current default
# selections have a complete source price/offer in the retained fixtures.
for asin in (T9_ASIN, SHEETS_ASIN):
product = products_by_asin[asin]
detail = product.get("pdp")
availability = detail.get("availability") if isinstance(detail, Mapping) else None
rules[asin] = [
_base_quote_rule(
default_selection(option_specs[asin]),
offer_asin=asin,
currency=str(product["currency"]),
display_availability=(
availability
if isinstance(availability, str) and availability
else "In Stock"
),
evidence_key=f"{source_by_asin[asin]}:{asin}:base-offer",
)
]
# The Books PDP exposes Kindle as a visible format choice, but the source
# handoff establishes a physical international offer only for Hardcover.
# Keep Kindle browseable in the PDP control while intentionally omitting a
# transaction quote for it; digital delivery must not inherit shipping or
# delivery semantics from the hardcover offer.
book = products_by_asin[BOOK_ASIN]
book_detail = book.get("pdp")
book_availability = (
book_detail.get("availability") if isinstance(book_detail, Mapping) else None
)
rules[BOOK_ASIN] = [
_base_quote_rule(
{"Format": "Hardcover"},
offer_asin=BOOK_ASIN,
currency=str(book["currency"]),
display_availability=(
book_availability
if isinstance(book_availability, str) and book_availability
else "In Stock"
),
evidence_key="home-pdp-evidence.json:168281808X:Hardcover:base-offer",
)
]
# Both Beauty size prices were captured as complete source offers. They
# share the base ASIN because no child ASIN was retained, so selection_key
# remains the server-owned cart/order identity.
beauty = products_by_asin[BEAUTY_ASIN]
beauty_detail = beauty.get("pdp")
beauty_availability = (
beauty_detail.get("availability")
if isinstance(beauty_detail, Mapping)
else None
)
beauty_image = str(beauty["image_path"])
rules[BEAUTY_ASIN] = [
_base_quote_rule(
{"Size": "36 Count (Pack of 1)"},
offer_asin=BEAUTY_ASIN,
currency=str(beauty["currency"]),
display_availability=(
beauty_availability
if isinstance(beauty_availability, str) and beauty_availability
else "In Stock"
),
evidence_key="home-pdp-evidence.json:B074PVTPBW:36 Count (Pack of 1):base-offer",
),
_captured_selection_quote_rule(
{"Size": "75 Count"},
price_minor=1_829,
image_path=beauty_image,
display_availability=(
beauty_availability
if isinstance(beauty_availability, str) and beauty_availability
else "In Stock"
),
evidence_key="home-pdp-evidence.json:B074PVTPBW:75 Count",
),
]
# The current SanDisk PDP explicitly prices only the three color choices
# while Style=Old Model and Capacity=2TB are selected. Parse those prices
# and images from the fixture, and do not infer any other cross-product.
sandisk = products_by_asin[SANDISK_ASIN]
detail = sandisk.get("pdp")
groups = detail.get("choice_groups") if isinstance(detail, Mapping) else None
if not isinstance(groups, list):
raise ValueError("SanDisk option quote evidence has no choice groups")
groups_by_label = {
group.get("label"): group
for group in groups
if isinstance(group, Mapping) and isinstance(group.get("label"), str)
}
style_group = groups_by_label.get("Style")
capacity_group = groups_by_label.get("Capacity")
color_group = groups_by_label.get("Color")
if not all(isinstance(group, Mapping) for group in (style_group, capacity_group, color_group)):
raise ValueError("SanDisk option quote evidence is incomplete")
if style_group.get("value") != "Old Model" or capacity_group.get("value") != "2TB":
raise ValueError("SanDisk option quote evidence changed its captured selection")
raw_colors = color_group.get("options")
if not isinstance(raw_colors, list):
raise ValueError("SanDisk option quote evidence has no color prices")
colors = {
option.get("name"): option
for option in raw_colors
if isinstance(option, Mapping) and isinstance(option.get("name"), str)
}
expected_prices = {"Black": 31_699, "Monterey": 32_999, "Sky Blue": 32_999}
sandisk_rules: list[dict[str, Any]] = []
for color, expected_price in expected_prices.items():
option = colors.get(color)
if not isinstance(option, Mapping):
raise ValueError(f"SanDisk option quote evidence is missing {color}")
price_minor = _usd_offer_copy_to_minor(option.get("offer_copy"))
if price_minor != expected_price:
raise ValueError(f"SanDisk captured option price changed for {color}")
image_path = option.get("image")
sandisk_rules.append(
_captured_selection_quote_rule(
{"Style": "Old Model", "Capacity": "2TB", "Color": color},
price_minor=price_minor,
image_path=image_path,
display_availability=(
"In Stock"
),
evidence_key=f"home-pdp-evidence.json:B08HN37XC1:Old Model:2TB:{color}",
)
)
rules[SANDISK_ASIN] = sandisk_rules
return {asin: tuple(entries) for asin, entries in rules.items()}
def resolve_transaction_quote(
asin: str,
selection: Mapping[str, Any] | None,
*,
option_specs: Mapping[str, tuple[dict[str, Any], ...]],
quote_specs: Mapping[str, tuple[dict[str, Any], ...]],
base_offer: Mapping[str, Any],
) -> dict[str, Any] | None:
"""Resolve one server-owned quote, or ``None`` for an unquoted combination.
The caller must supply the verified base commerce offer retrieved on the
server. Client price/image/availability fields are never accepted. A
complete combination may use captured UI values yet still return ``None``
when the retained evidence does not establish a transaction price.
"""
if not isinstance(asin, str) or not asin:
raise ValueError("transaction quote requires an ASIN")
if not isinstance(base_offer, Mapping) or base_offer.get("asin") != asin:
raise ValueError("transaction quote requires the matching server base offer")
base_price = base_offer.get("price_minor")
if isinstance(base_price, bool) or not isinstance(base_price, int) or base_price < 0:
raise ValueError("server base offer has an invalid price")
base_currency = base_offer.get("currency")
if not isinstance(base_currency, str) or not base_currency:
raise ValueError("server base offer has an invalid currency")
base_image = base_offer.get("image_path")
if not isinstance(base_image, str) or not base_image.startswith("/static/"):
raise ValueError("server base offer has an invalid image")
normalized = normalize_complete_selection(option_specs.get(asin), selection)
matching_rule = next(
(
rule
for rule in quote_specs.get(asin, ())
if rule.get("selected_options") == normalized
),
None,
)
if matching_rule is None:
return None
if matching_rule.get("currency") != base_currency:
raise ValueError("captured option quote currency does not match the base offer")
captured_price = matching_rule.get("price_minor")
price_minor = base_price if captured_price is None else captured_price
captured_image = matching_rule.get("image_path")
image_path = base_image if captured_image is None else captured_image
target_kind = str(matching_rule["target_kind"])
variant_asin = matching_rule.get("variant_asin")
return {
"asin": asin,
"selected_options": normalized,
"selection_key": canonical_selection_key(normalized),
"price_minor": price_minor,
"currency": base_currency,
"image_path": image_path,
"availability": str(matching_rule["availability"]),
"display_availability": str(matching_rule["display_availability"]),
"transaction_target": {
"kind": target_kind,
"offer_asin": asin,
"variant_asin": variant_asin,
"selection_key": canonical_selection_key(normalized),
},
"evidence_key": str(matching_rule["evidence_key"]),
}