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Create scrape_text.py
Browse files- tools/scrape_text.py +52 -0
tools/scrape_text.py
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from smolagents.tools import Tool
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from helium import S
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from selenium.webdriver.common.by import By
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import json
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def scrape_text(driver, selector="p", extract_table=False):
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"""
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Scrape text or table data from elements matching a CSS selector on the current page.
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Args:
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driver: Selenium WebDriver instance
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selector (str): CSS selector to target elements (default: 'p' for paragraphs)
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extract_table (bool): If True, extract table data as JSON (default: False)
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Returns:
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str or dict: Text from elements or JSON table data
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"""
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try:
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if extract_table:
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tables = driver.find_elements(By.CSS_SELECTOR, selector)
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if not tables:
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return "No tables found for selector"
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table_data = []
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for table in tables:
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rows = table.find_elements(By.TAG_NAME, "tr")
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table_rows = []
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for row in rows:
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cells = row.find_elements(By.TAG_NAME, "td") or row.find_elements(By.TAG_NAME, "th")
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row_data = [cell.text.strip() for cell in cells if cell.text.strip()]
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if row_data:
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table_rows.append(row_data)
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if table_rows:
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table_data.append(table_rows)
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return json.dumps(table_data) if table_data else "No table data found"
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else:
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elements = driver.find_elements(By.CSS_SELECTOR, selector)
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text_list = [element.text.strip() for element in elements if element.text.strip()]
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return "\n".join(text_list) if text_list else "No text found for selector"
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except Exception as e:
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return f"Failed to scrape with selector {selector}: {str(e)}"
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# Register the tool
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tool = Tool(
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name="scrape_text",
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description="Scrapes text or table data from elements matching a CSS selector on the current page.",
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inputs={
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"selector": {"type": "str", "default": "p", "description": "CSS selector to target elements"},
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"extract_table": {"type": "bool", "default": False, "description": "If True, extract table data as JSON"}
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},
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output_type="str",
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function=scrape_text
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)
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