Spaces:
Sleeping
Sleeping
Make scrapping async
Browse files
app.py
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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 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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| 89 |
+
urls = [
|
| 90 |
+
f"https://patents.google.com/patent/{pid}/en" for pid in patent_ids]
|
| 91 |
+
results = await asyncio.gather(*[scrap_patent_async(client, url) for url in urls], return_exceptions=True)
|
| 92 |
|
| 93 |
+
filtered_results = [
|
| 94 |
+
res for res in results if not isinstance(res, Exception)]
|
| 95 |
+
|
| 96 |
+
failed_ids = [
|
| 97 |
+
patent_ids[i] for i, res in enumerate(results) if isinstance(res, Exception)
|
| 98 |
+
]
|
| 99 |
+
|
| 100 |
+
return PatentScrapBulkResponse(
|
| 101 |
+
patents=filtered_results,
|
| 102 |
+
failed_ids=failed_ids
|
| 103 |
+
)
|
serp.py
CHANGED
|
@@ -1,11 +1,24 @@
|
|
| 1 |
from contextlib import asynccontextmanager
|
| 2 |
from typing import Optional
|
| 3 |
from duckduckgo_search import DDGS
|
| 4 |
-
from pydantic import BaseModel
|
| 5 |
from playwright.async_api import Browser, BrowserContext, Page, TimeoutError
|
| 6 |
from urllib.parse import quote_plus
|
| 7 |
import logging
|
| 8 |
import re
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 9 |
|
| 10 |
class SerpResults(BaseModel):
|
| 11 |
"""Model for SERP scrapping results"""
|
|
@@ -21,16 +34,20 @@ class BraveSearchBlockedException(Exception):
|
|
| 21 |
pass
|
| 22 |
|
| 23 |
|
|
|
|
|
|
|
|
|
|
| 24 |
@asynccontextmanager
|
| 25 |
async def playwright_open_page(browser: Browser):
|
| 26 |
"""Context manager for playwright pages"""
|
| 27 |
-
|
| 28 |
-
|
| 29 |
-
|
| 30 |
-
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
|
|
|
|
| 34 |
|
| 35 |
|
| 36 |
async def query_google_scholar(browser: Browser, q: str, n_results: int = 10):
|
|
@@ -145,28 +162,23 @@ async def query_brave_search(browser: Browser, q: str, n_results: int = 10):
|
|
| 145 |
|
| 146 |
results = []
|
| 147 |
|
| 148 |
-
|
| 149 |
-
|
| 150 |
-
|
| 151 |
-
|
| 152 |
-
url = await result.locator('a').nth(0).get_attribute('href')
|
| 153 |
-
|
| 154 |
-
# Filter out results with no URL or brave-specific URLs
|
| 155 |
-
if url is None or url.startswith('/'):
|
| 156 |
-
continue
|
| 157 |
|
| 158 |
-
|
| 159 |
-
|
| 160 |
-
|
| 161 |
-
"href": url
|
| 162 |
-
})
|
| 163 |
|
| 164 |
-
|
| 165 |
-
|
|
|
|
|
|
|
|
|
|
| 166 |
|
| 167 |
-
|
| 168 |
-
|
| 169 |
-
f"Timeout on selector while parsing Brave Search SERP: {e}")
|
| 170 |
|
| 171 |
return results
|
| 172 |
|
|
|
|
| 1 |
from contextlib import asynccontextmanager
|
| 2 |
from typing import Optional
|
| 3 |
from duckduckgo_search import DDGS
|
| 4 |
+
from pydantic import BaseModel, Field
|
| 5 |
from playwright.async_api import Browser, BrowserContext, Page, TimeoutError
|
| 6 |
from urllib.parse import quote_plus
|
| 7 |
import logging
|
| 8 |
import re
|
| 9 |
+
from asyncio import Semaphore
|
| 10 |
+
|
| 11 |
+
# Concurrency limit for Playwright browser contexts.
|
| 12 |
+
# This is to prevent too many concurrent browser contexts from being created,
|
| 13 |
+
PLAYWRIGHT_CONCURRENCY_LIMIT = 10
|
| 14 |
+
|
| 15 |
+
|
| 16 |
+
class SerpQuery(BaseModel):
|
| 17 |
+
queries: list[str] = Field(...,
|
| 18 |
+
description="The list of queries to search for")
|
| 19 |
+
n_results: int = Field(
|
| 20 |
+
10, description="Number of results to return for each query. Valid values are 10, 25, 50 and 100")
|
| 21 |
+
|
| 22 |
|
| 23 |
class SerpResults(BaseModel):
|
| 24 |
"""Model for SERP scrapping results"""
|
|
|
|
| 34 |
pass
|
| 35 |
|
| 36 |
|
| 37 |
+
_PLAYWRIGHT_CONCURRENCY_SEMAPHORE = Semaphore(PLAYWRIGHT_CONCURRENCY_LIMIT)
|
| 38 |
+
|
| 39 |
+
|
| 40 |
@asynccontextmanager
|
| 41 |
async def playwright_open_page(browser: Browser):
|
| 42 |
"""Context manager for playwright pages"""
|
| 43 |
+
async with _PLAYWRIGHT_CONCURRENCY_SEMAPHORE:
|
| 44 |
+
context: BrowserContext = await browser.new_context()
|
| 45 |
+
page: Page = await context.new_page()
|
| 46 |
+
try:
|
| 47 |
+
yield page
|
| 48 |
+
finally:
|
| 49 |
+
await page.close()
|
| 50 |
+
await context.close()
|
| 51 |
|
| 52 |
|
| 53 |
async def query_google_scholar(browser: Browser, q: str, n_results: int = 10):
|
|
|
|
| 162 |
|
| 163 |
results = []
|
| 164 |
|
| 165 |
+
for result in results_cards:
|
| 166 |
+
title = await result.locator('.title').all_inner_texts()
|
| 167 |
+
description = await result.locator('.snippet-description').all_inner_texts()
|
| 168 |
+
url = await result.locator('a').nth(0).get_attribute('href')
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 169 |
|
| 170 |
+
# Filter out results with no URL or brave-specific URLs
|
| 171 |
+
if url is None or url.startswith('/'):
|
| 172 |
+
continue
|
|
|
|
|
|
|
| 173 |
|
| 174 |
+
results.append({
|
| 175 |
+
"title": title[0] if title else "",
|
| 176 |
+
"body": description[0] if description else "",
|
| 177 |
+
"href": url
|
| 178 |
+
})
|
| 179 |
|
| 180 |
+
if len(results) >= n_results:
|
| 181 |
+
break
|
|
|
|
| 182 |
|
| 183 |
return results
|
| 184 |
|
utils.py
ADDED
|
@@ -0,0 +1,9 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from asyncio.log import logger
|
| 2 |
+
from serp import SerpQuery
|
| 3 |
+
|
| 4 |
+
|
| 5 |
+
def log_gathered_exceptions(results: list, context: str, params: SerpQuery):
|
| 6 |
+
"""Logs gathered exceptions with context and parameters."""
|
| 7 |
+
for exc, q in zip(results, params.queries):
|
| 8 |
+
if isinstance(exc, Exception):
|
| 9 |
+
logger.warning(f"Error during {context} for query '{q}': {exc}")
|