import unittest from unittest.mock import patch, MagicMock # Import modules from the vibe package from vibe.fetcher import fetch_arxiv_list from vibe.filter import batch_relevance_filter from vibe.rerank import rerank_articles from vibe.converter import fetch_and_convert_article from vibe.summarizer import generate_article_summary from vibe.orchestrator import process_articles class TestVibeModules(unittest.TestCase): @patch("vibe.fetcher.requests.get") def test_fetch_arxiv_list(self, mock_get): # Setup a fake response for arXiv HTML fake_html = """

arXiv:1234.5678: Title: Test Article

This is a test abstract.

""" mock_get.return_value.status_code = 200 mock_get.return_value.text = fake_html articles = fetch_arxiv_list(force_refresh=True, arxiv_url="http://fakeurl") self.assertEqual(len(articles), 1) self.assertEqual(articles[0]["id"], "arXiv:1234.5678") @patch("vibe.filter.requests.post") def test_batch_relevance_filter(self, mock_post): # Simulate LLM response fake_response = MagicMock() fake_response.status_code = 200 fake_response.json.return_value = {"choices": [{"message": {"content": '{"arXiv:1234.5678": "yes"}'}}]} mock_post.return_value = fake_response articles = [{"id": "arXiv:1234.5678", "title": "Test", "abstract": "Test abstract"}] relevant_ids = batch_relevance_filter(articles, "dummy user") self.assertIn("arXiv:1234.5678", relevant_ids) @patch("vibe.rerank.requests.post") def test_rerank_articles(self, mock_post): fake_response = MagicMock() fake_response.status_code = 200 fake_response.json.return_value = {"choices": [{"message": {"content": '{"ranking": ["arXiv:1234.5678"]}'}}]} mock_post.return_value = fake_response articles = [{"id": "arXiv:1234.5678", "title": "Test", "abstract": "Test abstract"}] ranked = rerank_articles(articles, "dummy user") self.assertEqual(ranked[0]["id"], "arXiv:1234.5678") @patch("vibe.converter.requests.get") def test_fetch_and_convert_article(self, mock_get): # This test will simulate a failure to download a PDF article = {"id": "arXiv:1234.5678", "pdf_url": "http://fakepdf", "title": "Test", "abstract": "Test abstract"} mock_get.return_value.status_code = 404 content = fetch_and_convert_article(article) self.assertEqual(content, "") @patch("vibe.summarizer.requests.post") def test_generate_article_summary(self, mock_post): fake_response = MagicMock() fake_response.status_code = 200 fake_response.json.return_value = {"choices": [{"message": {"content": "Summary text"}}]} mock_post.return_value = fake_response summary = generate_article_summary({"id": "arXiv:1234.5678", "title": "Test"}, "content", "dummy user") self.assertEqual(summary, "Summary text") @patch("vibe.orchestrator.fetch_arxiv_list") @patch("vibe.orchestrator.batch_relevance_filter") @patch("vibe.orchestrator.rerank_articles") @patch("vibe.orchestrator.fetch_and_convert_article") @patch("vibe.orchestrator.generate_article_summary") def test_process_articles(self, mock_summary, mock_convert, mock_rerank, mock_filter, mock_fetch): # Setup mocks for orchestrator pipeline mock_fetch.return_value = [{ "id": "arXiv:1234.5678", "title": "Test Article", "abstract": "Test abstract", "pdf_url": "http://fakepdf" }] mock_filter.return_value = {"arXiv:1234.5678"} mock_rerank.return_value = [{ "id": "arXiv:1234.5678", "title": "Test Article", "abstract": "Test abstract", "pdf_url": "http://fakepdf" }] mock_convert.return_value = "Converted content" mock_summary.return_value = "Final summary" summary = process_articles("dummy user", max_articles=1) self.assertIn("Final summary", summary) if __name__ == "__main__": unittest.main()