Files
sci-gui-agent-benchmark/desktop_env/evaluators/metrics/chrome.py
2024-01-13 22:56:50 +08:00

98 lines
3.2 KiB
Python

import logging
from typing import Any, Dict, List
import fitz # PyMuPDF
import rapidfuzz.fuzz as fuzz
from desktop_env.evaluators.metrics.utils import are_lists_equal, compare_urls
logger = logging.getLogger("desktopenv.metrics.chrome")
def is_expected_tabs(open_tabs: List[Dict[str, str]], rule: Dict[str, Any]) -> float:
"""
Checks if the expected tabs are open in Chrome.
"""
print(open_tabs, rule)
match_type = rule['type']
if match_type == "url":
expected_urls = rule['urls']
actual_urls = [tab['url'] for tab in open_tabs]
return 1 if are_lists_equal(expected_urls, actual_urls, compare_urls) else 0
else:
logger.error(f"Unknown type: {match_type}")
return 0
def is_expected_bookmarks(bookmarks: List[str], rule: Dict[str, Any]) -> float:
"""
Checks if the expected bookmarks are in Chrome.
"""
if not bookmarks:
return 0.
elif rule['type'] == "bookmark_bar_folders_names":
bookmark_bar_folders_names = [bookmark['name'] for bookmark in bookmarks['bookmark_bar']['children'] if
bookmark['type'] == 'folder']
return 1. if set(bookmark_bar_folders_names) == set(rule['names']) else 0.
elif rule['type'] == "bookmark_bar_websites_urls":
bookmark_bar_websites_urls = [bookmark['url'] for bookmark in bookmarks['bookmark_bar']['children'] if
bookmark['type'] == 'url']
return 1. if set(bookmark_bar_websites_urls) == set(rule['urls']) else 0.
else:
raise TypeError(f"{rule['type']} not support yet!")
def compare_pdfs(pdf1_path, pdf2_path):
"""
Compare two PDF files.
"""
def extract_text_from_pdf(pdf_path):
"""Extract text from each page of the PDF."""
text = ""
with fitz.open(pdf_path) as pdf:
for page in pdf:
text += page.get_text()
return text.strip()
text1 = extract_text_from_pdf(pdf1_path)
text2 = extract_text_from_pdf(pdf2_path)
return fuzz.ratio(text1, text2) / 100
def is_cookie_deleted(cookie_data, rule):
"""
Check if the cookie is deleted.
"""
if rule['type'] == 'domains':
cookies_domains = [cookie[1] for cookie in cookie_data]
for domain in rule['domains']:
for cookies_domain in cookies_domains:
if compare_urls(domain, cookies_domain):
return 0.
return 1.
else:
raise TypeError(f"{rule['type']} not support yet!")
def is_shortcut_on_desktop(shortcuts: Dict[str, str], rule):
"""
Check if the shortcut is on the desktop.
"""
# fixme: if the name of the website changed in the future, this will not work; can be replaced with url
if rule['type'] == 'name':
for shortcut_path, shortcut_content in shortcuts.items():
if "Name=" + rule['name'] + "\n" in shortcut_content:
return 1.
return 0.
elif rule['type'] == 'url':
raise TypeError(f"{rule['type']} not support yet!")
elif rule['type'] == 'id':
raise TypeError(f"{rule['type']} not support yet!")
else:
raise TypeError(f"{rule['type']} not support yet!")