Spaces:
Running
Running
Make scrapping async
Browse files
app.py
CHANGED
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from contextlib import asynccontextmanager
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from typing import Optional
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from fastapi import APIRouter, FastAPI
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@@ -8,8 +9,9 @@ from playwright.async_api import async_playwright, Browser, BrowserContext, Page
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import logging
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import uvicorn
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from scrap import scrap_patent_async, scrap_patent_bulk_async
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from serp import SerpResults, query_bing_search, query_brave_search, query_ddg_search, query_google_patents, query_google_scholar
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logging.basicConfig(
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level=logging.INFO,
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# ===================== Search endpoints =====================
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class SerpQuery(BaseModel):
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queries: list[str] = Field(...,
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description="The list of queries to search for")
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n_results: int = Field(
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10, description="Number of results to return for each query. Valid values are 10, 25, 50 and 100")
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@serp_router.post("/search_scholar")
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async def search_google_scholar(params: SerpQuery):
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"""Queries google scholar for the specified query"""
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for q in params.queries
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@serp_router.post("/search_patents")
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async def search_patents(params: SerpQuery) -> SerpResults:
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"""Searches google patents for the specified queries and returns the found documents."""
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for q in params.queries
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@serp_router.post("/search_brave")
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async def search_brave(params: SerpQuery) -> SerpResults:
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"""Searches brave search for the specified queries and returns the found documents."""
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last_exception = e
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logging.error(
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f"Failed to query Brave search with query `{q}`: {e}")
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@serp_router.post("/search_bing")
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async def search_bing(params: SerpQuery) -> SerpResults:
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"""Searches Bing search for the specified queries and returns the found documents."""
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last_exception = e
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logging.error(
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f"Failed to query Bing search with query `{q}`: {e}")
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@serp_router.post("/search_duck")
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async def search_duck(params: SerpQuery) -> SerpResults:
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"""Searches duckduckgo for the specified queries and returns the found documents"""
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return SerpResults(results=
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@serp_router.post("/search")
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# =========================== Scrapping endpoints ===========================
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@scrap_router.get("/scrap_patent/{patent_id}")
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async def scrap_patent(patent_id: str):
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"""Scraps the specified patent from Google Patents."""
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class ScrapPatentsRequest(BaseModel):
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description="List of patent IDs to scrap")
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@scrap_router.post("/scrap_patents_bulk")
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async def scrap_patents(params: ScrapPatentsRequest):
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"""Scraps multiple patents from Google Patents."""
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patents = await scrap_patent_bulk_async(httpx_client,
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f"https://patents.google.com/patent/{pid}/en" for pid in params.patent_ids])
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return patents
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# ===============================================================================
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app.include_router(serp_router)
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app.include_router(scrap_router)
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uvicorn.run(app, host="
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import asyncio
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from contextlib import asynccontextmanager
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from typing import Optional
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from fastapi import APIRouter, FastAPI
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import logging
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import uvicorn
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from scrap import PatentScrapBulkResponse, scrap_patent_async, scrap_patent_bulk_async
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from serp import SerpQuery, SerpResults, query_bing_search, query_brave_search, query_ddg_search, query_google_patents, query_google_scholar
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from utils import log_gathered_exceptions
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logging.basicConfig(
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level=logging.INFO,
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# ===================== Search endpoints =====================
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@serp_router.post("/search_scholar")
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async def search_google_scholar(params: SerpQuery):
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"""Queries google scholar for the specified query"""
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logging.info(f"Searching Google Scholar for queries: {params.queries}")
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results = await asyncio.gather(*[query_google_scholar(pw_browser, q, params.n_results) for q in params.queries], return_exceptions=True)
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log_gathered_exceptions(results, "google scholar search", params)
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# Filter out exceptions and flatten the results
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filtered_results = [r for r in results if not isinstance(r, Exception)]
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flattened_results = [
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item for sublist in filtered_results for item in sublist]
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# all queries failed, return the last exception
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if len(filtered_results) == 0:
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return SerpResults(results=[], error=str(results[-1]))
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return SerpResults(results=flattened_results, error=None)
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@serp_router.post("/search_patents")
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async def search_patents(params: SerpQuery) -> SerpResults:
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"""Searches google patents for the specified queries and returns the found documents."""
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logging.info(f"Searching Google Patents for queries: {params.queries}")
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results = await asyncio.gather(*[query_google_patents(pw_browser, q, params.n_results) for q in params.queries], return_exceptions=True)
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log_gathered_exceptions(results, "google patent search", params)
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# Filter out exceptions and flatten the results
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filtered_results = [r for r in results if not isinstance(r, Exception)]
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flattened_results = [
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item for sublist in filtered_results for item in sublist]
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# all queries failed, return the last exception
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if len(filtered_results) == 0:
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return SerpResults(results=[], error=str(results[-1]))
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return SerpResults(results=flattened_results, error=None)
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@serp_router.post("/search_brave")
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async def search_brave(params: SerpQuery) -> SerpResults:
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"""Searches brave search for the specified queries and returns the found documents."""
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logging.info(f"Searching Brave Search for queries: {params.queries}")
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results = await asyncio.gather(*[query_brave_search(pw_browser, q, params.n_results) for q in params.queries], return_exceptions=True)
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log_gathered_exceptions(results, "brave search", params)
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# Filter out exceptions and flatten the results
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filtered_results = [r for r in results if not isinstance(r, Exception)]
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flattened_results = [
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item for sublist in filtered_results for item in sublist]
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# all queries failed, return the last exception
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if len(filtered_results) == 0:
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return SerpResults(results=[], error=str(results[-1]))
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return SerpResults(results=flattened_results, error=None)
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@serp_router.post("/search_bing")
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async def search_bing(params: SerpQuery) -> SerpResults:
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"""Searches Bing search for the specified queries and returns the found documents."""
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logging.info(f"Searching Bing Search for queries: {params.queries}")
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results = await asyncio.gather(*[query_bing_search(pw_browser, q, params.n_results) for q in params.queries], return_exceptions=True)
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log_gathered_exceptions(results, "bing search", params)
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# Filter out exceptions and flatten the results
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filtered_results = [r for r in results if not isinstance(r, Exception)]
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flattened_results = [
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item for sublist in filtered_results for item in sublist]
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# all queries failed, return the last exception
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if len(filtered_results) == 0:
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return SerpResults(results=[], error=str(results[-1]))
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return SerpResults(results=flattened_results, error=None)
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@serp_router.post("/search_duck")
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async def search_duck(params: SerpQuery) -> SerpResults:
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"""Searches duckduckgo for the specified queries and returns the found documents"""
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logging.info(f"Searching DuckDuckGo for queries: {params.queries}")
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results = await asyncio.gather(*[query_ddg_search(q, params.n_results) for q in params.queries], return_exceptions=True)
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log_gathered_exceptions(results, "duckduckgo search", params)
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# Filter out exceptions and flatten the results
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filtered_results = [r for r in results if not isinstance(r, Exception)]
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flattened_results = [
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item for sublist in filtered_results for item in sublist]
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# all queries failed, return the last exception
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if len(filtered_results) == 0:
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return SerpResults(results=[], error=str(results[-1]))
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return SerpResults(results=flattened_results, error=None)
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@serp_router.post("/search")
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# =========================== Scrapping endpoints ===========================
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# TODO: return a proper error response if the patent is not found or scrapping fails
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@scrap_router.get("/scrap_patent/{patent_id}")
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async def scrap_patent(patent_id: str):
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"""Scraps the specified patent from Google Patents."""
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try:
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patent = await scrap_patent_async(httpx_client, f"https://patents.google.com/patent/{patent_id}/en")
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return patent
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except Exception as e:
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logging.warning(f"Failed to scrap patent {patent_id}: {e}")
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return None
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class ScrapPatentsRequest(BaseModel):
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description="List of patent IDs to scrap")
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@scrap_router.post("/scrap_patents_bulk", response_model=PatentScrapBulkResponse)
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async def scrap_patents(params: ScrapPatentsRequest) -> PatentScrapBulkResponse:
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"""Scraps multiple patents from Google Patents."""
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patents = await scrap_patent_bulk_async(httpx_client, params.patent_ids)
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return patents
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# ===============================================================================
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app.include_router(serp_router)
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app.include_router(scrap_router)
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uvicorn.run(app, host="127.0.0.1", port=7860)
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scrap.py
CHANGED
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headers = {
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"User-Agent": "Mozilla/5.0 (compatible; GPTBot/1.0; +https://openai.com/gptbot)"
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}
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"""Scrape multiple patents asynchronously."""
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headers = {
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"User-Agent": "Mozilla/5.0 (compatible; GPTBot/1.0; +https://openai.com/gptbot)"
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}
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response = await client.get(patent_url, headers=headers)
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response.raise_for_status()
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soup = BeautifulSoup(response.text, "html.parser")
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# Abstract
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abstract_div = soup.find("div", {"class": "abstract"})
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abstract = abstract_div.get_text(
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strip=True) if abstract_div else None
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# Description
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description_section = soup.find("section", itemprop="description")
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description = description_section.get_text(
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separator="\n", strip=True) if description_section else None
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# Field of the Invention
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invention_field_match = re.findall(
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r"(FIELD OF THE INVENTION|TECHNICAL FIELD)(.*?)(?:(BACKGROUND|BACKGROUND OF THE INVENTION|SUMMARY|BRIEF SUMMARY|DETAILED DESCRIPTION|DESCRIPTION OF THE RELATED ART))", description, re.IGNORECASE | re.DOTALL) if description_section else None
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invention_field = invention_field_match[0][1].strip(
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) if invention_field_match else None
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# Background of the Invention
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invention_background_match = re.findall(
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r"(BACKGROUND OF THE INVENTION|BACKGROUND)(.*?)(?:(SUMMARY|BRIEF SUMMARY|DETAILED DESCRIPTION|DESCRIPTION OF THE PREFERRED EMBODIMENTS|DESCRIPTION))", description, re.IGNORECASE | re.DOTALL) if description_section else None
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invention_background = invention_background_match[0][1].strip(
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) if invention_background_match else None
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# Claims
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claims_section = soup.find("section", itemprop="claims")
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claims = claims_section.get_text(
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separator="\n", strip=True) if claims_section else None
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# Patent Title
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meta_title = soup.find("meta", {"name": "DC.title"}).get(
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"content").strip()
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# Patent publication number
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# pub_num = soup.select_one("h2#pubnum").get_text(strip=True)
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# get the h2 with id ="pubnum" and extract the text
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return PatentScrapResult(
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# publication_number=pub_num,
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abstract=abstract,
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description=description,
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claims=claims,
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title=meta_title,
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field_of_invention=invention_field,
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background=invention_background
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)
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class PatentScrapBulkResponse(BaseModel):
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"""Response model for bulk patent scraping."""
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patents: list[PatentScrapResult]
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failed_ids: list[str]
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async def scrap_patent_bulk_async(client: AsyncClient, patent_ids: list[int]) -> PatentScrapBulkResponse:
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"""Scrape multiple patents asynchronously."""
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urls = [
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f"https://patents.google.com/patent/{pid}/en" for pid in patent_ids]
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results = await asyncio.gather(*[scrap_patent_async(client, url) for url in urls], return_exceptions=True)
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filtered_results = [
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res for res in results if not isinstance(res, Exception)]
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failed_ids = [
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patent_ids[i] for i, res in enumerate(results) if isinstance(res, Exception)
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]
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return PatentScrapBulkResponse(
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patents=filtered_results,
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failed_ids=failed_ids
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)
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serp.py
CHANGED
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from contextlib import asynccontextmanager
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from typing import Optional
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from duckduckgo_search import DDGS
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from pydantic import BaseModel
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from playwright.async_api import Browser, BrowserContext, Page, TimeoutError
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from urllib.parse import quote_plus
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import logging
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import re
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class SerpResults(BaseModel):
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"""Model for SERP scrapping results"""
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@@ -21,16 +34,20 @@ class BraveSearchBlockedException(Exception):
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pass
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@asynccontextmanager
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async def playwright_open_page(browser: Browser):
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"""Context manager for playwright pages"""
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async def query_google_scholar(browser: Browser, q: str, n_results: int = 10):
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@@ -145,28 +162,23 @@ async def query_brave_search(browser: Browser, q: str, n_results: int = 10):
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results = []
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url = await result.locator('a').nth(0).get_attribute('href')
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# Filter out results with no URL or brave-specific URLs
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if url is None or url.startswith('/'):
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continue
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"href": url
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})
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f"Timeout on selector while parsing Brave Search SERP: {e}")
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return results
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from contextlib import asynccontextmanager
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from typing import Optional
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from duckduckgo_search import DDGS
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+
from pydantic import BaseModel, Field
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from playwright.async_api import Browser, BrowserContext, Page, TimeoutError
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from urllib.parse import quote_plus
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import logging
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import re
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from asyncio import Semaphore
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# Concurrency limit for Playwright browser contexts.
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# This is to prevent too many concurrent browser contexts from being created,
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PLAYWRIGHT_CONCURRENCY_LIMIT = 10
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class SerpQuery(BaseModel):
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queries: list[str] = Field(...,
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description="The list of queries to search for")
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n_results: int = Field(
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10, description="Number of results to return for each query. Valid values are 10, 25, 50 and 100")
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class SerpResults(BaseModel):
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"""Model for SERP scrapping results"""
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pass
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_PLAYWRIGHT_CONCURRENCY_SEMAPHORE = Semaphore(PLAYWRIGHT_CONCURRENCY_LIMIT)
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@asynccontextmanager
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async def playwright_open_page(browser: Browser):
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"""Context manager for playwright pages"""
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async with _PLAYWRIGHT_CONCURRENCY_SEMAPHORE:
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context: BrowserContext = await browser.new_context()
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page: Page = await context.new_page()
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try:
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yield page
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finally:
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await page.close()
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await context.close()
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async def query_google_scholar(browser: Browser, q: str, n_results: int = 10):
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results = []
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for result in results_cards:
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title = await result.locator('.title').all_inner_texts()
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description = await result.locator('.snippet-description').all_inner_texts()
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url = await result.locator('a').nth(0).get_attribute('href')
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# Filter out results with no URL or brave-specific URLs
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if url is None or url.startswith('/'):
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continue
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results.append({
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"title": title[0] if title else "",
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"body": description[0] if description else "",
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"href": url
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})
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if len(results) >= n_results:
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break
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return results
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utils.py
ADDED
@@ -0,0 +1,9 @@
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from asyncio.log import logger
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from serp import SerpQuery
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def log_gathered_exceptions(results: list, context: str, params: SerpQuery):
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"""Logs gathered exceptions with context and parameters."""
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for exc, q in zip(results, params.queries):
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if isinstance(exc, Exception):
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logger.warning(f"Error during {context} for query '{q}': {exc}")
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