resumate / tests /test_gradio.py
gperdrizet's picture
Added mocking to test to avoid API calls where possible
a974c1c verified
"""
Unit tests for the gradio module.
"""
import unittest
from pathlib import Path
from unittest.mock import patch
from functions import gradio
class TestProcessInputs(unittest.TestCase):
"""Test cases for the process_inputs function."""
def test_process_inputs_with_real_pdf(self):
"""Test process_inputs with the actual test PDF file."""
# Get path to the test PDF file
test_pdf_path = Path(__file__).parent / "test_data" / "linkedin_profile.pdf"
# Skip test if PDF doesn't exist (optional test data)
if not test_pdf_path.exists():
self.skipTest(f"Test PDF file not found: {test_pdf_path}")
with patch('functions.gradio.extract_text') as mock_extract, \
patch('functions.gradio.get_github_repositories') as mock_github, \
patch('functions.gradio.summarize_job_call') as mock_job_call, \
patch('functions.gradio.write_resume') as mock_write_resume:
mock_extract.return_value = {"test": "data"}
mock_github.return_value = [{"name": "test-repo"}]
mock_job_call.return_value = {"title": "Software Engineer", "requirements": ["Python"]}
mock_write_resume.return_value = "# Generated Resume\n\nTest resume content"
result = gradio.process_inputs(
linkedin_pdf_path=str(test_pdf_path),
github_username="testuser",
job_post_text="Software engineer position"
)
# Verify all functions were called
mock_extract.assert_called_once_with(str(test_pdf_path))
mock_github.assert_called_once_with("testuser")
mock_job_call.assert_called_once_with("Software engineer position")
mock_write_resume.assert_called_once_with(
{"test": "data"},
[{"name": "test-repo"}],
{"title": "Software Engineer", "requirements": ["Python"]}
)
# Function should return the generated resume
self.assertEqual(result, "# Generated Resume\n\nTest resume content")
@patch('functions.gradio.write_resume')
@patch('functions.gradio.summarize_job_call')
@patch('functions.gradio.extract_text')
@patch('functions.gradio.get_github_repositories')
def test_process_inputs_with_pdf_path_mocked(
self,
mock_github,
mock_extract,
mock_job_call,
mock_write_resume
):
"""Test process_inputs with a PDF file path (mocked for controlled testing)."""
# Mock successful LinkedIn text extraction
mock_extract.return_value = {
"contact_info": "John Doe, email@example.com",
"summary": "Experienced software engineer",
"experience": "Software Engineer at Company"
}
mock_github.return_value = [{"name": "test-repo"}]
mock_job_call.return_value = {
"title": "Software Engineer",
"requirements": ["Python", "JavaScript"]
}
mock_write_resume.return_value = "# John Doe\n\n## Summary\nExperienced software engineer"
result = gradio.process_inputs(
linkedin_pdf_path="/path/to/resume.pdf",
github_username="testuser",
job_post_text="Software engineer position"
)
# Verify extract_text was called with the correct path
mock_extract.assert_called_once_with("/path/to/resume.pdf")
# Verify get_github_repositories was called with username
mock_github.assert_called_once_with("testuser")
# Verify job post was processed
mock_job_call.assert_called_once_with("Software engineer position")
# Verify resume generation was called with correct arguments
mock_write_resume.assert_called_once()
# Function should return the generated resume content
self.assertEqual(result, "# John Doe\n\n## Summary\nExperienced software engineer")
@patch('functions.gradio.write_resume')
@patch('functions.gradio.summarize_job_call')
@patch('functions.gradio.extract_text')
@patch('functions.gradio.get_github_repositories')
def test_process_inputs_extraction_failure(
self, mock_github,
mock_extract,
mock_job_call,
mock_write_resume
):
"""Test process_inputs when LinkedIn extraction fails."""
# Mock failed LinkedIn text extraction
mock_extract.return_value = None
mock_github.return_value = None
mock_job_call.return_value = None
result = gradio.process_inputs(
linkedin_pdf_path="/path/to/resume.pdf",
github_username="testuser",
job_post_text="Software engineer position"
)
# Verify extract_text was called
mock_extract.assert_called_once_with("/path/to/resume.pdf")
mock_github.assert_called_once_with("testuser")
mock_job_call.assert_called_once_with("Software engineer position")
# write_resume should NOT be called when data is missing
mock_write_resume.assert_not_called()
# Function should return empty string when processing fails
self.assertEqual(result, "")
@patch('functions.gradio.write_resume')
@patch('functions.gradio.summarize_job_call')
@patch('functions.gradio.extract_text')
@patch('functions.gradio.get_github_repositories')
def test_process_inputs_no_pdf_path(
self,
mock_github,
mock_extract,
mock_job_call,
mock_write_resume
):
"""Test process_inputs with no PDF path provided."""
mock_extract.return_value = None
mock_github.return_value = []
mock_job_call.return_value = {"title": "Software Engineer"}
result = gradio.process_inputs(
linkedin_pdf_path=None,
github_username="testuser",
job_post_text="Software engineer position"
)
# extract_text should be called with None
mock_extract.assert_called_once_with(None)
mock_github.assert_called_once_with("testuser")
mock_job_call.assert_called_once_with("Software engineer position")
# write_resume should NOT be called when LinkedIn data is missing
mock_write_resume.assert_not_called()
# Function should return empty string when data is insufficient
self.assertEqual(result, "")
@patch('functions.gradio.write_resume')
@patch('functions.gradio.summarize_job_call')
@patch('functions.gradio.extract_text')
@patch('functions.gradio.get_github_repositories')
def test_process_inputs_with_long_job_post(
self,
mock_github,
mock_extract,
mock_job_call,
mock_write_resume
):
"""Test process_inputs with a long job post text (for logging truncation)."""
mock_extract.return_value = {
"summary": "Test summary"
}
mock_github.return_value = []
mock_job_call.return_value = {"title": "Software Engineer", "requirements": ["Python"]}
long_job_post = "This is a very long job posting " * 50 # Make it longer than 100 chars
result = gradio.process_inputs(
linkedin_pdf_path="/path/to/resume.pdf",
github_username="testuser",
job_post_text=long_job_post
)
# Verify extract_text was called
mock_extract.assert_called_once_with("/path/to/resume.pdf")
mock_github.assert_called_once_with("testuser")
mock_job_call.assert_called_once_with(long_job_post.strip())
# write_resume should NOT be called when GitHub repos are empty
mock_write_resume.assert_not_called()
# Function should return empty string when GitHub data is missing
self.assertEqual(result, "")
@patch('functions.gradio.write_resume')
@patch('functions.gradio.summarize_job_call')
@patch('functions.gradio.extract_text')
@patch('functions.gradio.get_github_repositories')
def test_process_inputs_github_username_whitespace(
self,
mock_github,
mock_extract,
mock_job_call,
mock_write_resume
):
"""Test that github_username is properly stripped of whitespace."""
mock_extract.return_value = None
mock_github.return_value = []
mock_job_call.return_value = {"title": "Engineer"}
result = gradio.process_inputs(
linkedin_pdf_path=None,
github_username=" testuser ",
job_post_text=""
)
# Verify get_github_repositories was called with stripped username
mock_github.assert_called_once_with("testuser")
mock_write_resume.assert_not_called()
self.assertEqual(result, "")
@patch('functions.gradio.write_resume')
@patch('functions.gradio.summarize_job_call')
@patch('functions.gradio.extract_text')
@patch('functions.gradio.get_github_repositories')
@patch('logging.getLogger')
def test_logging_calls(
self,
mock_get_logger,
mock_github,
mock_extract,
mock_job_call,
mock_write_resume
):
"""Test that appropriate logging calls are made."""
mock_logger = mock_get_logger.return_value
mock_extract.return_value = {"test": "data"}
mock_github.return_value = [{"name": "repo"}]
mock_job_call.return_value = {"title": "Engineer"}
mock_write_resume.return_value = "# Resume Content"
result = gradio.process_inputs(
linkedin_pdf_path="/path/to/resume.pdf",
github_username="testuser",
job_post_text="Job description here"
)
# Verify logging calls were made
mock_logger.info.assert_called()
# Verify resume was generated successfully
self.assertEqual(result, "# Resume Content")
@patch('functions.gradio.write_resume')
@patch('functions.gradio.summarize_job_call')
@patch('functions.gradio.extract_text')
@patch('functions.gradio.get_github_repositories')
def test_process_inputs_write_resume_exception(
self,
mock_github,
mock_extract,
mock_job_call,
mock_write_resume
):
"""Test process_inputs when write_resume raises an exception."""
mock_extract.return_value = {"test": "data"}
mock_github.return_value = [{"name": "repo"}]
mock_job_call.return_value = {"title": "Engineer"}
mock_write_resume.side_effect = Exception("API Error")
result = gradio.process_inputs(
linkedin_pdf_path="/path/to/resume.pdf",
github_username="testuser",
job_post_text="Job description here"
)
# Verify all functions were called
mock_extract.assert_called_once_with("/path/to/resume.pdf")
mock_github.assert_called_once_with("testuser")
mock_job_call.assert_called_once_with("Job description here")
mock_write_resume.assert_called_once()
# Function should return empty string when write_resume fails
self.assertEqual(result, "")
@patch('functions.gradio.write_resume')
@patch('functions.gradio.summarize_job_call')
@patch('functions.gradio.extract_text')
@patch('functions.gradio.get_github_repositories')
def test_process_inputs_complete_success_flow(
self,
mock_github,
mock_extract,
mock_job_call,
mock_write_resume
):
"""Test the complete successful flow with all components working."""
# Mock all successful responses
linkedin_data = {
"contact_info": "Jane Doe, jane@example.com",
"summary": "Senior Python Developer",
"experience": "5 years experience in Python development"
}
github_repos = [
{"name": "awesome-python-app", "description": "A Python web application"},
{"name": "data-analysis-tool", "description": "Data analysis with pandas"}
]
job_data = {
"title": "Senior Python Developer",
"requirements": ["Python", "Django", "PostgreSQL"],
"company": "Tech Corp"
}
resume_content = (
"# Jane Doe\n\n## Experience\n"
"Senior Python Developer with 5 years experience..."
)
mock_extract.return_value = linkedin_data
mock_github.return_value = github_repos
mock_job_call.return_value = job_data
mock_write_resume.return_value = resume_content
result = gradio.process_inputs(
linkedin_pdf_path="/path/to/jane_resume.pdf",
github_username="jane_dev",
job_post_text="We are looking for a Senior Python Developer with Django experience..."
)
# Verify all functions were called with correct arguments
mock_extract.assert_called_once_with("/path/to/jane_resume.pdf")
mock_github.assert_called_once_with("jane_dev")
mock_job_call.assert_called_once_with(
"We are looking for a Senior Python Developer with Django experience..."
)
mock_write_resume.assert_called_once_with(linkedin_data, github_repos, job_data)
# Verify the complete resume is returned
self.assertEqual(result, resume_content)
self.assertIn("Jane Doe", result)
self.assertIn("Senior Python Developer", result)
@patch('functions.gradio.write_resume')
@patch('functions.gradio.summarize_job_call')
@patch('functions.gradio.extract_text')
@patch('functions.gradio.get_github_repositories')
def test_process_inputs_none_github_username(
self,
mock_github,
mock_extract,
mock_job_call,
mock_write_resume
):
"""Test process_inputs with None github_username (should handle gracefully)."""
mock_extract.return_value = None
mock_github.return_value = None
mock_job_call.return_value = None
# This should raise a TypeError due to the bug in gradio.py
# where it tries to slice job_post_text[:100] when job_post_text is None
with self.assertRaises(TypeError):
gradio.process_inputs(
linkedin_pdf_path=None,
github_username=None,
job_post_text=None
)
if __name__ == '__main__':
unittest.main()