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feat(amazon): add scrape capability schema, executor, definition
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5
surfsense_backend/app/capabilities/amazon/__init__.py
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surfsense_backend/app/capabilities/amazon/__init__.py
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"""Amazon capability namespace."""
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from __future__ import annotations
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from app.capabilities.amazon.scrape import definition as _scrape # noqa: F401
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"""Amazon product scraping capability."""
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from __future__ import annotations
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"""Registration for the ``amazon.scrape`` capability."""
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from __future__ import annotations
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from app.capabilities.amazon.scrape.executor import build_scrape_executor
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from app.capabilities.amazon.scrape.schemas import ScrapeInput, ScrapeOutput
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from app.capabilities.core import BillingUnit, Capability, register_capability
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AMAZON_SCRAPE = Capability(
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name="amazon.scrape",
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description=(
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"Scrape public Amazon product details, search results, offers, sellers, "
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"best-seller rankings, and on-page reviews."
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),
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input_schema=ScrapeInput,
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output_schema=ScrapeOutput,
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executor=build_scrape_executor(),
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billing_unit=BillingUnit.AMAZON_PRODUCT,
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docs_url="/docs/connectors/native/amazon",
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)
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register_capability(AMAZON_SCRAPE)
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surfsense_backend/app/capabilities/amazon/scrape/executor.py
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surfsense_backend/app/capabilities/amazon/scrape/executor.py
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"""Executor for the ``amazon.scrape`` capability."""
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from __future__ import annotations
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from collections.abc import Awaitable, Callable
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from urllib.parse import quote_plus
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from app.capabilities.amazon.scrape.schemas import (
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MAX_AMAZON_RESULTS,
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ScrapeInput,
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ScrapeOutput,
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)
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from app.capabilities.core import Executor
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from app.capabilities.core.progress import emit_progress
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from app.proprietary.platforms.amazon import AmazonScrapeInput, scrape_products
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ScrapeFn = Callable[..., Awaitable[list[dict]]]
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def build_scrape_executor(scrape_fn: ScrapeFn | None = None) -> Executor:
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"""Bind the capability input mapping to a replaceable scraper function."""
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scrape_fn = scrape_fn or scrape_products
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async def execute(payload: ScrapeInput) -> ScrapeOutput:
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search_urls = [
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f"https://{payload.domain}/s?k={quote_plus(term)}"
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for term in payload.search_terms
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]
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input_model = AmazonScrapeInput(
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categoryOrProductUrls=[
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{"url": url} for url in [*payload.urls, *search_urls]
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],
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maxItemsPerStartUrl=payload.max_items,
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language=payload.language,
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countryCode=payload.country_code,
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zipCode=payload.zip_code,
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scrapeProductDetails=payload.include_details,
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maxOffers=payload.max_offers,
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scrapeSellers=payload.include_sellers,
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maxProductVariantsAsSeparateResults=payload.max_variants,
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scrapeProductVariantPrices=payload.include_variant_prices,
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)
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emit_progress(
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"starting",
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"Scraping Amazon products",
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total=payload.estimated_units,
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unit="product",
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)
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items = await scrape_fn(input_model, limit=MAX_AMAZON_RESULTS)
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emit_progress(
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"done",
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f"Scraped {sum('error' not in item for item in items)} product(s)",
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current=len(items),
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total=payload.estimated_units,
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unit="product",
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)
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return ScrapeOutput(items=items)
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return execute
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61
surfsense_backend/app/capabilities/amazon/scrape/schemas.py
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surfsense_backend/app/capabilities/amazon/scrape/schemas.py
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"""Input and output contracts for ``amazon.scrape``."""
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from __future__ import annotations
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from pydantic import BaseModel, Field, model_validator
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from app.proprietary.platforms.amazon import ProductItem
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MAX_AMAZON_SOURCES = 20
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MAX_AMAZON_RESULTS = 1000
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class ScrapeInput(BaseModel):
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"""Agent-facing controls for public product discovery and enrichment."""
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urls: list[str] = Field(default_factory=list, max_length=MAX_AMAZON_SOURCES)
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search_terms: list[str] = Field(default_factory=list, max_length=MAX_AMAZON_SOURCES)
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max_items: int = Field(default=10, ge=1, le=100)
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domain: str = Field(
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default="www.amazon.com", pattern=r"^(?:www\.)?amazon\.[a-z.]+$"
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)
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language: str | None = None
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country_code: str | None = Field(default=None, min_length=2, max_length=2)
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zip_code: str | None = Field(default=None, min_length=1, max_length=20)
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include_details: bool = True
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max_offers: int = Field(default=0, ge=0, le=100)
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include_sellers: bool = False
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max_variants: int = Field(default=0, ge=0, le=100)
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include_variant_prices: bool = False
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@model_validator(mode="after")
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def _require_source(self) -> ScrapeInput:
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if not (self.urls or self.search_terms):
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raise ValueError("Provide at least one URL or search term.")
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if len(self.urls) + len(self.search_terms) > MAX_AMAZON_SOURCES:
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raise ValueError(
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f"Provide no more than {MAX_AMAZON_SOURCES} combined sources."
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)
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return self
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@property
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def estimated_units(self) -> int:
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"""Worst-case returned products within the hard per-run ceiling."""
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search_products = len(self.search_terms) * self.max_items
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direct_products = len(self.urls) * (1 + self.max_variants)
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return min(search_products + direct_products, MAX_AMAZON_RESULTS)
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class ScrapeOutput(BaseModel):
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"""Products and structured per-input errors in emission order."""
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items: list[ProductItem] = Field(default_factory=list)
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@property
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def billable_units(self) -> int:
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"""Count successful products; error items are never billed."""
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return sum(
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1
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for item in self.items
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if not (item.model_extra and item.model_extra.get("error"))
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)
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