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from smolagents.tools import Tool | |
from helium import S | |
from selenium.webdriver.common.by import By | |
import json | |
def scrape_text(driver, selector="p", extract_table=False): | |
""" | |
Scrape text or table data from elements matching a CSS selector on the current page. | |
Args: | |
driver: Selenium WebDriver instance | |
selector (str): CSS selector to target elements (default: 'p' for paragraphs) | |
extract_table (bool): If True, extract table data as JSON (default: False) | |
Returns: | |
str or dict: Text from elements or JSON table data | |
""" | |
try: | |
if extract_table: | |
tables = driver.find_elements(By.CSS_SELECTOR, selector) | |
if not tables: | |
return "No tables found for selector" | |
table_data = [] | |
for table in tables: | |
rows = table.find_elements(By.TAG_NAME, "tr") | |
table_rows = [] | |
for row in rows: | |
cells = row.find_elements(By.TAG_NAME, "td") or row.find_elements(By.TAG_NAME, "th") | |
row_data = [cell.text.strip() for cell in cells if cell.text.strip()] | |
if row_data: | |
table_rows.append(row_data) | |
if table_rows: | |
table_data.append(table_rows) | |
return json.dumps(table_data) if table_data else "No table data found" | |
else: | |
elements = driver.find_elements(By.CSS_SELECTOR, selector) | |
text_list = [element.text.strip() for element in elements if element.text.strip()] | |
return "\n".join(text_list) if text_list else "No text found for selector" | |
except Exception as e: | |
return f"Failed to scrape with selector {selector}: {str(e)}" | |
# Register the tool | |
tool = Tool( | |
name="scrape_text", | |
description="Scrapes text or table data from elements matching a CSS selector on the current page.", | |
inputs={ | |
"selector": {"type": "str", "default": "p", "description": "CSS selector to target elements"}, | |
"extract_table": {"type": "bool", "default": False, "description": "If True, extract table data as JSON"} | |
}, | |
output_type="str", | |
function=scrape_text | |
) |