import os from pathlib import Path import pytest from markitdown import MarkItDown from tests.helpers.utils import validate_strings TEST_FILES_DIR = Path(__file__).parent.parent / "test_files" XLSX_TEST_STRINGS = [ "## 09060124-b5e7-4717-9d07-3c046eb", "6ff4173b-42a5-4784-9b19-f49caff4d93d", "affc7dad-52dc-4b98-9b5d-51e65d8a8ad0", ] DOCX_TEST_STRINGS = [ "314b0a30-5b04-470b-b9f7-eed2c2bec74a", "49e168b7-d2ae-407f-a055-2167576f39a1", "## d666f1f7-46cb-42bd-9a39-9a39cf2a509f", "# Abstract", "# Introduction", "AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation", ] DOCX_COMMENT_TEST_STRINGS = [ "314b0a30-5b04-470b-b9f7-eed2c2bec74a", "49e168b7-d2ae-407f-a055-2167576f39a1", "## d666f1f7-46cb-42bd-9a39-9a39cf2a509f", "# Abstract", "# Introduction", "AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation", "This is a test comment. 12df-321a", "Yet another comment in the doc. 55yiyi-asd09", ] PPTX_TEST_STRINGS = [ "2cdda5c8-e50e-4db4-b5f0-9722a649f455", "04191ea8-5c73-4215-a1d3-1cfb43aaaf12", "44bf7d06-5e7a-4a40-a2e1-a2e42ef28c8a", "1b92870d-e3b5-4e65-8153-919f4ff45592", "AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation", "a3f6004b-6f4f-4ea8-bee3-3741f4dc385f", # chart title "2003", # chart value ] BLOG_TEST_URL = "https://microsoft.github.io/autogen/blog/2023/04/21/LLM-tuning-math" BLOG_TEST_STRINGS = [ "Large language models (LLMs) are powerful tools that can generate natural language texts for various applications, such as chatbots, summarization, translation, and more. GPT-4 is currently the state of the art LLM in the world. Is model selection irrelevant? What about inference parameters?", "an example where high cost can easily prevent a generic complex", ] RSS_TEST_STRINGS = [ "The Official Microsoft Blog", "In the case of AI, it is absolutely true that the industry is moving incredibly fast", ] WIKIPEDIA_TEST_URL = "https://en.wikipedia.org/wiki/Microsoft" WIKIPEDIA_TEST_STRINGS = [ "Microsoft entered the operating system (OS) business in 1980 with its own version of [Unix]", 'Microsoft was founded by [Bill Gates](/wiki/Bill_Gates "Bill Gates")', ] WIKIPEDIA_TEST_EXCLUDES = [ "You are encouraged to create an account and log in", "154 languages", "move to sidebar", ] SERP_TEST_URL = "https://www.bing.com/search?q=microsoft+wikipedia" SERP_TEST_STRINGS = [ "](https://en.wikipedia.org/wiki/Microsoft", "Microsoft Corporation is **an American multinational corporation and technology company headquartered** in Redmond", "1995–2007: Foray into the Web, Windows 95, Windows XP, and Xbox", ] SERP_TEST_EXCLUDES = [ "https://www.bing.com/ck/a?!&&p=", "data:image/svg+xml,%3Csvg%20width%3D", ] CSV_CP932_TEST_STRINGS = [ "名前,年齢,住所", "佐藤太郎,30,東京", "三木英子,25,大阪", "髙橋淳,35,名古屋", ] common_case = { "xlsx": ("test.xlsx", XLSX_TEST_STRINGS, None, {}), "pptx": ("test.pptx", PPTX_TEST_STRINGS, None, {}), "blog": ("test_blog.html", BLOG_TEST_STRINGS, None, {"url": BLOG_TEST_URL}), "zip": ("test_files.zip", XLSX_TEST_STRINGS, None, {}), "wikipedia": ( "test_wikipedia.html", WIKIPEDIA_TEST_STRINGS, WIKIPEDIA_TEST_EXCLUDES, {"url": WIKIPEDIA_TEST_URL}, ), "serp": ( "test_serp.html", SERP_TEST_STRINGS, SERP_TEST_EXCLUDES, {"url": SERP_TEST_URL}, ), "rss": ("test_rss.xml", RSS_TEST_STRINGS, None, {}), "mskanji": ("test_mskanji.csv", CSV_CP932_TEST_STRINGS, None, {}), } @pytest.fixture def markitdown() -> MarkItDown: return MarkItDown() @pytest.mark.parametrize( "filename, expected_strings, exclude_strings, kwargs", common_case.values(), ids=common_case.keys(), ) def test_common( markitdown: MarkItDown, filename: str, expected_strings: list, exclude_strings: list, kwargs, ) -> None: source = TEST_FILES_DIR / filename result = markitdown.convert(source, **kwargs) validate_strings(result, expected_strings, exclude_strings) def test_docx() -> None: markitdown = MarkItDown() # Test DOCX processing result = markitdown.convert(os.path.join(TEST_FILES_DIR, "test.docx")) validate_strings(result, DOCX_TEST_STRINGS) # Test DOCX processing, with comments result = markitdown.convert( os.path.join(TEST_FILES_DIR, "test_with_comment.docx"), style_map="comment-reference => ", ) validate_strings(result, DOCX_COMMENT_TEST_STRINGS) # Test DOCX processing, with comments and setting style_map on init markitdown_with_style_map = MarkItDown(style_map="comment-reference => ") result = markitdown_with_style_map.convert( os.path.join(TEST_FILES_DIR, "test_with_comment.docx") ) validate_strings(result, DOCX_COMMENT_TEST_STRINGS)