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from contextlib import asynccontextmanager | |
from typing import Optional | |
from fastapi import FastAPI | |
from pydantic import BaseModel, Field | |
from playwright.async_api import async_playwright, Browser, BrowserContext, Page | |
from urllib.parse import quote_plus | |
import logging | |
import re | |
import uvicorn | |
logging.basicConfig(level=logging.INFO) | |
# playwright global context | |
playwright = None | |
pw_browser: Browser = None | |
async def api_lifespan(app: FastAPI): | |
global playwright, pw_browser | |
playwright = await async_playwright().start() | |
pw_browser = await playwright.chromium.launch(headless=True) | |
yield | |
await pw_browser.close() | |
await playwright.stop() | |
app = FastAPI(lifespan=api_lifespan) | |
class APISearchParams(BaseModel): | |
queries: list[str] = Field(..., | |
description="The list of queries to search for") | |
n_results: int = Field( | |
10, description="Number of results to return for each query. Valid values are 10, 25, 50 and 100") | |
class APIPatentResults(BaseModel): | |
"""Response of /search_patents endpoint""" | |
error: Optional[str] | |
results: Optional[list[dict]] | |
class APIBraveResults(BaseModel): | |
"""Response of /search_brave endpoint""" | |
error: Optional[str] | |
results: Optional[list[dict]] | |
async def query_google_patents(browser: Browser, q: str, n_results: int = 10): | |
"""Queries google patents for the specified query and number of results. Returns relevant patents""" | |
context: BrowserContext = await browser.new_context() | |
page: Page = await context.new_page() | |
async def _block_resources(route, request): | |
if request.resource_type in ["stylesheet", "image"]: | |
await route.abort() | |
else: | |
await route.continue_() | |
await page.route("**/*", _block_resources) | |
url = f"https://patents.google.com/?q=({quote_plus(q)})&oq={quote_plus(q)}&num={n_results}" | |
await page.goto(url) | |
await page.wait_for_function( | |
f"""() => document.querySelectorAll('search-result-item').length >= {n_results}""", | |
timeout=30_000 | |
) | |
# regex to locate a patent id | |
PATENT_ID_REGEX = r"\b[A-Z]{2}\d{6,}(?:[A-Z]\d?)?\b" | |
items = await page.locator("search-result-item").all() | |
matches = [] | |
for item in items: | |
all_text = " ".join(await item.locator("span").all_inner_texts()) | |
found = re.findall(PATENT_ID_REGEX, all_text) | |
if found: | |
matches.append(found[0]) | |
await context.close() | |
return matches | |
async def query_brave_search(browser: Browser, q: str, n_results: int = 10): | |
"""Queries brave search for the specified query""" | |
context: BrowserContext = await browser.new_context() | |
page: Page = await context.new_page() | |
async def _block_resources(route, request): | |
if request.resource_type in ["stylesheet", "image"]: | |
await route.abort() | |
else: | |
await route.continue_() | |
await page.route("**/*", _block_resources) | |
url = f"https://search.brave.com/search?q={quote_plus(q)}" | |
await page.goto(url) | |
results_cards = await page.locator('.snippet').all() | |
results = [] | |
for result in results_cards: | |
title = await result.locator('.title').all_inner_texts() | |
description = await result.locator('.snippet-description').all_inner_texts() | |
url = await result.locator('a').nth(0).get_attribute('href') | |
if url.startswith('/'): | |
continue | |
results.append({"title": title[0] if len(title) > 0 else "", "body": description[0] if len( | |
description) > 0 else "", "href": url}) | |
return results[:n_results] | |
async def query_google_scholar(params: APISearchParams): | |
"""Queries google scholar for the specified query""" | |
return {"error": "Unimplemented"} | |
async def search_patents(params: APISearchParams) -> APIPatentResults: | |
"""Searches google patents for the specified queries and returns the found documents.""" | |
results = [] | |
for q in params.queries: | |
logging.info(f"Searching Google Patents with query `{q}`") | |
try: | |
res = await query_google_patents(pw_browser, q, params.n_results) | |
results.extend(res) | |
except Exception as e: | |
logging.error( | |
f"Failed to query Google Patents with query `{q}`: {e}") | |
return APIPatentResults(results=[{"href": f"https://patents.google.com/patent/{id}/en", "id": id} for id in results], error=None) | |
async def search_brave(params: APISearchParams) -> APIBraveResults: | |
results = [] | |
for q in params.queries: | |
logging.info(f"Searching Brave search with query `{q}`") | |
try: | |
res = await query_brave_search(pw_browser, q, params.n_results) | |
results.extend(res) | |
except Exception as e: | |
logging.error( | |
f"Failed to query Brave search with query `{q}`: {e}") | |
return APIBraveResults(results=results, error=None) | |
uvicorn.run(app, port=7860) | |