tokenizers / tests /test_routes.py
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"""
Integration tests for Flask routes
"""
import pytest
import json
import tempfile
import os
from unittest.mock import patch, Mock
from io import BytesIO
from werkzeug.datastructures import FileStorage
class TestMainRoutes:
"""Integration tests for main application routes."""
def test_index_get_basic(self, client):
"""Test basic GET request to index."""
response = client.get('/')
assert response.status_code == 200
assert b'Tokenizer Pro' in response.data
assert b'Advanced tokenization analysis' in response.data
assert b'textarea' in response.data
def test_index_get_with_parameters(self, client):
"""Test GET request with query parameters."""
response = client.get('/?model=gpt2&model_type=predefined')
assert response.status_code == 200
assert b'gpt2' in response.data or b'GPT-2' in response.data
@patch('app.services.tokenizer_service.tokenizer_service')
@patch('app.services.file_service.file_service')
def test_index_post_text_analysis(self, mock_file_service, mock_tokenizer_service, client):
"""Test POST request with text analysis."""
# Mock services
mock_tokenizer_service.TOKENIZER_MODELS = {'gpt2': {'name': 'gpt2', 'alias': 'GPT-2'}}
mock_file_service.process_text_for_tokenization.return_value = {
'tokens': [
{
'display': 'Hello',
'original': 'Hello',
'token_id': 15496,
'colors': {'background': '#FF5733', 'text': '#FFFFFF'},
'newline': False
}
],
'stats': {
'basic_stats': {
'total_tokens': 1,
'unique_tokens': 1,
'unique_percentage': '100.0',
'special_tokens': 0,
'space_tokens': 0,
'newline_tokens': 0,
'compression_ratio': '5.0'
},
'length_stats': {
'avg_length': '5.0',
'median_length': '5.0',
'std_dev': '0.0'
}
},
'display_limit_reached': False,
'total_tokens': 1,
'preview_only': False,
'tokenizer_info': {
'vocab_size': 50257,
'tokenizer_type': 'GPT2TokenizerFast'
}
}
response = client.post('/', data={
'text': 'Hello',
'model': 'gpt2',
'model_type': 'predefined'
})
assert response.status_code == 200
mock_file_service.process_text_for_tokenization.assert_called_once()
@patch('app.services.tokenizer_service.tokenizer_service')
@patch('app.services.file_service.file_service')
def test_index_post_ajax_request(self, mock_file_service, mock_tokenizer_service, client):
"""Test AJAX POST request for text analysis."""
# Mock services
mock_tokenizer_service.TOKENIZER_MODELS = {'gpt2': {'name': 'gpt2', 'alias': 'GPT-2'}}
expected_response = {
'tokens': [],
'stats': {'basic_stats': {}, 'length_stats': {}},
'display_limit_reached': False,
'total_tokens': 0
}
mock_file_service.process_text_for_tokenization.return_value = expected_response
response = client.post('/',
data={'text': 'Test', 'model': 'gpt2', 'model_type': 'predefined'},
headers={'X-Requested-With': 'XMLHttpRequest'}
)
assert response.status_code == 200
assert response.content_type == 'application/json'
data = json.loads(response.data)
assert 'tokens' in data
assert 'stats' in data
@patch('app.services.file_service.file_service')
@patch('app.services.tokenizer_service.tokenizer_service')
def test_index_post_file_upload(self, mock_tokenizer_service, mock_file_service, client, app):
"""Test POST request with file upload."""
with app.app_context():
# Mock services
mock_tokenizer_service.TOKENIZER_MODELS = {'gpt2': {'name': 'gpt2', 'alias': 'GPT-2'}}
# Mock file processing
mock_file_service.save_uploaded_file.return_value = '/tmp/test_file.txt'
mock_file_service.process_file_for_tokenization.return_value = {
'tokens': [],
'stats': {'basic_stats': {}, 'length_stats': {}},
'display_limit_reached': False,
'total_tokens': 0,
'preview_only': True
}
mock_file_service.cleanup_file.return_value = None
# Create test file data
file_data = BytesIO(b"Hello world! This is a test file.")
response = client.post('/',
data={
'file': (file_data, 'test.txt'),
'model': 'gpt2',
'model_type': 'predefined'
},
content_type='multipart/form-data'
)
assert response.status_code == 200
mock_file_service.save_uploaded_file.assert_called_once()
mock_file_service.process_file_for_tokenization.assert_called_once()
mock_file_service.cleanup_file.assert_called_once()
@patch('app.utils.validators.validators')
def test_index_post_validation_error(self, mock_validators, client):
"""Test POST request with validation error."""
from app.utils.validators import ValidationError
# Mock validation to raise error
mock_validators.validate_text_input.side_effect = ValidationError("Invalid input")
response = client.post('/',
data={'text': 'Invalid text', 'model': 'gpt2'},
headers={'X-Requested-With': 'XMLHttpRequest'}
)
assert response.status_code == 400
data = json.loads(response.data)
assert 'error' in data
assert 'Invalid input' in data['error']
def test_index_post_empty_data(self, client):
"""Test POST request with empty data."""
response = client.post('/', data={})
assert response.status_code == 200
# Should return the form again without processing
class TestTokenizerInfoRoute:
"""Integration tests for tokenizer info route."""
@patch('app.services.tokenizer_service.tokenizer_service')
def test_tokenizer_info_predefined_model(self, mock_tokenizer_service, client):
"""Test tokenizer info for predefined model."""
# Mock service
mock_tokenizer_service.is_predefined_model.return_value = True
mock_tokenizer_service.load_tokenizer.return_value = (
Mock(),
{
'vocab_size': 50257,
'tokenizer_type': 'GPT2TokenizerFast',
'model_max_length': 1024,
'special_tokens': {'eos_token': '</s>'}
},
None
)
response = client.get('/tokenizer-info?model_id=gpt2&is_custom=false')
assert response.status_code == 200
assert response.content_type == 'application/json'
data = json.loads(response.data)
assert 'vocab_size' in data
assert 'tokenizer_type' in data
assert data['vocab_size'] == 50257
@patch('app.services.tokenizer_service.tokenizer_service')
@patch('app.utils.validators.validators')
def test_tokenizer_info_custom_model(self, mock_validators, mock_tokenizer_service, client):
"""Test tokenizer info for custom model."""
# Mock validation
mock_validators.validate_model_path.return_value = None
# Mock service
mock_tokenizer_service.is_predefined_model.return_value = False
mock_tokenizer_service.load_tokenizer.return_value = (
Mock(),
{
'vocab_size': 32000,
'tokenizer_type': 'LlamaTokenizerFast',
'special_tokens': {}
},
None
)
response = client.get('/tokenizer-info?model_id=meta-llama/Llama-2-7b-hf&is_custom=true')
assert response.status_code == 200
data = json.loads(response.data)
assert data['vocab_size'] == 32000
def test_tokenizer_info_missing_model_id(self, client):
"""Test tokenizer info without model_id."""
response = client.get('/tokenizer-info')
assert response.status_code == 400
data = json.loads(response.data)
assert 'error' in data
assert 'No model ID provided' in data['error']
@patch('app.utils.validators.validators')
def test_tokenizer_info_validation_error(self, mock_validators, client):
"""Test tokenizer info with validation error."""
from app.utils.validators import ValidationError
# Mock validation to raise error
mock_validators.validate_model_path.side_effect = ValidationError("Invalid model path")
response = client.get('/tokenizer-info?model_id=invalid/path&is_custom=true')
assert response.status_code == 400
data = json.loads(response.data)
assert 'error' in data
assert 'Invalid model path' in data['error']
@patch('app.services.tokenizer_service.tokenizer_service')
def test_tokenizer_info_service_error(self, mock_tokenizer_service, client):
"""Test tokenizer info with service error."""
# Mock service to return error
mock_tokenizer_service.is_predefined_model.return_value = True
mock_tokenizer_service.load_tokenizer.return_value = (None, {}, "Failed to load tokenizer")
response = client.get('/tokenizer-info?model_id=gpt2&is_custom=false')
assert response.status_code == 400
data = json.loads(response.data)
assert 'error' in data
assert 'Failed to load tokenizer' in data['error']
class TestHealthCheckRoutes:
"""Integration tests for health check routes."""
def test_basic_health_check(self, client):
"""Test basic health check endpoint."""
response = client.get('/health')
assert response.status_code == 200
assert response.content_type == 'application/json'
data = json.loads(response.data)
assert 'status' in data
assert 'timestamp' in data
assert 'version' in data
assert data['status'] == 'healthy'
@patch('app.services.tokenizer_service.tokenizer_service')
@patch('psutil.cpu_percent')
@patch('psutil.virtual_memory')
@patch('psutil.disk_usage')
def test_detailed_health_check(self, mock_disk, mock_memory, mock_cpu, mock_tokenizer_service, client):
"""Test detailed health check endpoint."""
# Mock system info
mock_cpu.return_value = 25.5
mock_memory.return_value = Mock(total=8000000000, available=4000000000, percent=50.0, used=4000000000)
mock_disk.return_value = Mock(total=100000000000, used=50000000000, free=50000000000)
# Mock tokenizer service
mock_tokenizer_service.tokenizers = {}
mock_tokenizer_service.custom_tokenizers = {}
mock_tokenizer_service.TOKENIZER_MODELS = {'gpt2': {}}
mock_tokenizer_service.load_tokenizer.return_value = (Mock(), {}, None)
response = client.get('/health/detailed')
assert response.status_code == 200
data = json.loads(response.data)
assert 'status' in data
assert 'system' in data
assert 'services' in data
assert 'configuration' in data
# Check system info
assert 'cpu_percent' in data['system']
assert 'memory' in data['system']
assert 'disk' in data['system']
# Check services info
assert 'tokenizer_service' in data['services']
assert 'file_service' in data['services']
@patch('app.services.tokenizer_service.tokenizer_service')
def test_readiness_check_ready(self, mock_tokenizer_service, client, app):
"""Test readiness check when application is ready."""
with app.app_context():
# Mock successful tokenizer loading
mock_tokenizer_service.load_tokenizer.return_value = (Mock(), {}, None)
response = client.get('/health/ready')
assert response.status_code == 200
data = json.loads(response.data)
assert 'ready' in data
assert 'checks' in data
assert isinstance(data['checks'], dict)
@patch('app.services.tokenizer_service.tokenizer_service')
def test_readiness_check_not_ready(self, mock_tokenizer_service, client):
"""Test readiness check when application is not ready."""
# Mock failed tokenizer loading
mock_tokenizer_service.load_tokenizer.return_value = (None, {}, "Failed to load")
response = client.get('/health/ready')
assert response.status_code == 503
data = json.loads(response.data)
assert data['ready'] is False
assert 'checks' in data
class TestErrorHandling:
"""Test error handling across routes."""
def test_404_handling(self, client):
"""Test 404 error handling."""
response = client.get('/nonexistent-route')
assert response.status_code == 404
def test_405_method_not_allowed(self, client):
"""Test 405 error for wrong HTTP method."""
response = client.put('/') # PUT not allowed
assert response.status_code == 405
@patch('app.services.tokenizer_service.tokenizer_service')
def test_500_internal_error(self, mock_tokenizer_service, client):
"""Test 500 error handling."""
# Mock service to raise unexpected exception
mock_tokenizer_service.TOKENIZER_MODELS = {'gpt2': {'name': 'gpt2', 'alias': 'GPT-2'}}
with patch('app.services.file_service.file_service') as mock_file_service:
mock_file_service.process_text_for_tokenization.side_effect = Exception("Unexpected error")
response = client.post('/',
data={'text': 'Test', 'model': 'gpt2', 'model_type': 'predefined'},
headers={'X-Requested-With': 'XMLHttpRequest'}
)
assert response.status_code == 400 # Our app returns 400 for processing errors
data = json.loads(response.data)
assert 'error' in data
class TestSecurityFeatures:
"""Test security features in routes."""
@patch('app.utils.validators.validators')
def test_malicious_filename_blocked(self, mock_validators, client):
"""Test that malicious filenames are blocked."""
from app.utils.validators import ValidationError
# Mock validation to detect malicious filename
mock_validators.validate_filename.side_effect = ValidationError("Malicious filename detected")
file_data = BytesIO(b"test content")
response = client.post('/',
data={
'file': (file_data, '../../../etc/passwd'),
'model': 'gpt2',
'model_type': 'predefined'
},
content_type='multipart/form-data',
headers={'X-Requested-With': 'XMLHttpRequest'}
)
assert response.status_code == 400
data = json.loads(response.data)
assert 'error' in data
@patch('app.utils.validators.validators')
def test_malicious_model_path_blocked(self, mock_validators, client):
"""Test that malicious model paths are blocked."""
from app.utils.validators import ValidationError
# Mock validation to detect malicious model path
mock_validators.validate_model_path.side_effect = ValidationError("Untrusted model path")
response = client.post('/',
data={
'text': 'Test',
'custom_model': 'malicious/backdoor-model',
'model_type': 'custom'
},
headers={'X-Requested-With': 'XMLHttpRequest'}
)
assert response.status_code == 400
data = json.loads(response.data)
assert 'error' in data
assert 'Untrusted model path' in data['error']