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test_advanced_visualization_overall.py
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353 lines (273 loc) · 11.9 KB
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"""
Test suite for Advanced Visualization module.
Tests D2 diagram generation, dashboards, and interactive visualizations.
"""
from typing import Any
import pytest
class TestAdvancedVisualizationModule:
"""Test suite for Advanced Visualization module functionality."""
def test_module_imports(self) -> None:
"""Test that advanced_visualization module can be imported."""
from advanced_visualization import (
D2_AVAILABLE,
AdvancedVisualizer,
DashboardGenerator,
VisualizationDataExtractor,
process_advanced_viz,
)
assert callable(AdvancedVisualizer)
assert callable(DashboardGenerator)
assert callable(VisualizationDataExtractor)
assert callable(process_advanced_viz)
assert isinstance(D2_AVAILABLE, bool)
def test_visualization_functions(self) -> None:
"""Test visualization creation functions."""
from advanced_visualization import (
create_dashboard_section,
create_default_visualization,
create_heatmap_visualization,
create_network_visualization,
create_timeline_visualization,
create_visualization_from_data,
)
assert callable(create_visualization_from_data)
assert callable(create_dashboard_section)
assert callable(create_network_visualization)
assert callable(create_timeline_visualization)
assert callable(create_heatmap_visualization)
assert callable(create_default_visualization)
class TestAdvancedVisualizer:
"""Test AdvancedVisualizer class."""
def test_visualizer_instantiation(self) -> None:
"""Test that AdvancedVisualizer can be instantiated."""
from advanced_visualization import AdvancedVisualizer
visualizer = AdvancedVisualizer()
assert visualizer is not None
def test_visualizer_methods(self) -> None:
"""Test visualizer has expected methods."""
from advanced_visualization import AdvancedVisualizer
visualizer = AdvancedVisualizer()
# Check for common visualization methods
assert hasattr(visualizer, '__class__')
class TestDashboardGenerator:
"""Test DashboardGenerator class."""
def test_dashboard_generator_instantiation(self) -> None:
"""Test that DashboardGenerator can be instantiated."""
from advanced_visualization import DashboardGenerator
generator = DashboardGenerator()
assert generator is not None
def test_generate_dashboard_function(self, safe_filesystem: Any) -> None:
"""Test dashboard generation function."""
from advanced_visualization import generate_dashboard
# Create sample GNN content for dashboard generation
gnn_content = """# Test Dashboard Model
## StateSpaceBlock
hidden_states[10, type=float]
observations[5, type=float]
## Connections
hidden_states -> observations
observations -> hidden_states
## Parameters
learning_rate = 0.01
"""
model_name = "test_model"
output_dir = safe_filesystem.create_dir("dashboard_output")
try:
result = generate_dashboard(gnn_content, model_name, output_dir)
# Result could be None if generation failed gracefully, or Path if successful
assert result is None or hasattr(result, 'exists')
except Exception as e:
# May require additional dependencies
pytest.skip(f"Dashboard generation requires additional dependencies: {e}")
class TestVisualizationDataExtractor:
"""Test VisualizationDataExtractor class."""
def test_extractor_instantiation(self) -> None:
"""Test that VisualizationDataExtractor can be instantiated."""
from advanced_visualization import VisualizationDataExtractor
extractor = VisualizationDataExtractor()
assert extractor is not None
def test_extract_visualization_data(self, safe_filesystem: Any) -> None:
"""Test data extraction function."""
from advanced_visualization import extract_visualization_data
# Create sample GNN file
gnn_content = """# Visualization Test Model
## StateSpaceBlock
hidden_states[10, type=float]
observations[5, type=float]
## Connections
hidden_states -> observations
observations -> hidden_states
## Parameters
learning_rate = 0.01
"""
safe_filesystem.create_file("viz_model.md", gnn_content)
output_dir = safe_filesystem.create_dir("viz_data_output")
try:
# extract_visualization_data expects (target_dir, output_dir, **kwargs)
result = extract_visualization_data(safe_filesystem.temp_dir, output_dir)
assert result is not None
assert isinstance(result, dict)
except Exception as e:
pytest.skip(f"Data extraction failed: {e}")
def test_extract_from_file_failure_returns_full_shape(self, tmp_path):
"""Failure path returns all 13 keys matching the success shape."""
from advanced_visualization.data_extractor import VisualizationDataExtractor
extractor = VisualizationDataExtractor()
missing = tmp_path / "does_not_exist.md"
result = extractor.extract_from_file(missing)
assert result["success"] is False
expected_keys = {
"success", "errors", "warnings", "model_info", "blocks",
"connections", "parameters", "equations", "time_specification",
"ontology_mappings", "total_blocks", "total_connections",
"total_parameters", "total_equations", "extraction_timestamp",
}
assert expected_keys.issubset(result.keys()), (
f"Missing keys: {expected_keys - result.keys()}"
)
def test_connection_keys_use_source_target_variables(self, tmp_path):
"""Connections extracted from model use source_variables/target_variables keys."""
from advanced_visualization.data_extractor import VisualizationDataExtractor
gnn_content = (
"## GNNSection\nActInfPOMDP\n\n"
"## ModelName\nConnKeyTest\n\n"
"## StateSpaceBlock\n"
"s[2,type=float]\no[2,type=float]\n\n"
"## Connections\ns->o\n"
)
test_file = tmp_path / "conn_test.md"
test_file.write_text(gnn_content)
extractor = VisualizationDataExtractor()
result = extractor.extract_from_file(test_file)
if result["success"] and result["connections"]:
for conn in result["connections"]:
assert "source_variables" in conn, "'from' key found; expected 'source_variables'"
assert "target_variables" in conn, "'to' key found; expected 'target_variables'"
assert "from" not in conn
assert "to" not in conn
def test_extract_from_content_failure_returns_full_shape(self):
"""extract_from_content failure path returns all 13 keys."""
from advanced_visualization.data_extractor import VisualizationDataExtractor
extractor = VisualizationDataExtractor()
result = extractor.extract_from_content("") # empty content
assert isinstance(result, dict)
assert "success" in result
assert "errors" in result
assert "connections" in result
assert "blocks" in result
class TestD2Visualization:
"""Test D2 diagram visualization."""
def test_d2_availability_flag(self) -> None:
"""Test D2_AVAILABLE flag is set."""
from advanced_visualization import D2_AVAILABLE
assert isinstance(D2_AVAILABLE, bool)
@pytest.mark.skipif(
not pytest.importorskip("advanced_visualization").D2_AVAILABLE,
reason="D2 not available"
)
def test_d2_visualizer_import(self) -> None:
"""Test D2Visualizer can be imported when available."""
from advanced_visualization import D2Visualizer
if D2Visualizer is not None:
assert callable(D2Visualizer)
def test_process_gnn_file_with_d2(self, safe_filesystem: Any) -> None:
"""Test GNN file processing with D2."""
from advanced_visualization import D2_AVAILABLE, process_gnn_file_with_d2
if not D2_AVAILABLE or process_gnn_file_with_d2 is None:
pytest.skip("D2 visualization not available")
gnn_content = """# D2 Test Model
## StateSpaceBlock
state[5]
## Connections
state -> state
"""
test_file = safe_filesystem.create_file("d2_test.md", gnn_content)
output_dir = safe_filesystem.create_dir("d2_output")
try:
result = process_gnn_file_with_d2(test_file, output_dir)
assert result is not None
except Exception as e:
pytest.skip(f"D2 processing failed: {e}")
class TestProcessAdvancedViz:
"""Test main processing function."""
def test_process_advanced_viz(self, safe_filesystem: Any) -> None:
"""Test standardized advanced visualization processing."""
from advanced_visualization import process_advanced_viz
# Create test GNN file
gnn_content = """# Advanced Viz Test
## StateSpaceBlock
x[10]
y[5]
## Connections
x -> y
y -> x
## Time
Dynamic
"""
safe_filesystem.create_file("adv_viz.md", gnn_content)
output_dir = safe_filesystem.create_dir("adv_viz_output")
import logging
logger = logging.getLogger("test_adv_viz")
try:
result = process_advanced_viz(
target_dir=safe_filesystem.temp_dir,
output_dir=output_dir,
logger=logger,
verbose=True
)
# Should return True or dict with success status
assert result is True or (isinstance(result, dict) and result.get('success', False)) or result is not None
except ImportError as e:
pytest.skip(f"Advanced visualization requires additional dependencies: {e}")
def test_process_with_viz_types(self, safe_filesystem: Any) -> None:
"""Test processing with different visualization types."""
from advanced_visualization import process_advanced_viz
gnn_content = """# Viz Types Test
## StateSpaceBlock
s[3]
"""
safe_filesystem.create_file("types_test.md", gnn_content)
output_dir = safe_filesystem.create_dir("types_output")
import logging
logger = logging.getLogger("test_viz_types")
viz_types = ["all", "dashboard", "d2", "network"]
for viz_type in viz_types:
try:
result = process_advanced_viz(
target_dir=safe_filesystem.temp_dir,
output_dir=output_dir,
logger=logger,
viz_type=viz_type
)
# Should not crash
assert result is not None or result is True or result is False
except ImportError:
pytest.skip(f"Visualization type {viz_type} requires additional dependencies")
except Exception:
# Some viz types may fail without proper data, that's OK
pass
class TestVisualizationCreation:
"""Test individual visualization creation functions."""
def test_create_default_visualization(self) -> None:
"""Test default visualization creation."""
from advanced_visualization import create_default_visualization
data = {"name": "test", "values": [1, 2, 3]}
try:
result = create_default_visualization(data)
assert result is not None
except Exception:
# May require specific data format
pass
def test_create_network_visualization(self) -> None:
"""Test network visualization creation."""
from advanced_visualization import create_network_visualization
data = {
"nodes": ["A", "B", "C"],
"edges": [("A", "B"), ("B", "C")]
}
try:
result = create_network_visualization(data)
assert result is not None
except Exception:
# May require specific data format or dependencies
pass