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import os | ||
from unittest.mock import MagicMock, mock_open, patch | ||
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import pytest | ||
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from mdagent.tools.base_tools import VisFunctions | ||
from mdagent.tools.base_tools.analysis_tools.plot_tools import PlottingTools | ||
from mdagent.utils import PathRegistry | ||
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@pytest.fixture | ||
def get_registry(): | ||
return PathRegistry() | ||
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@pytest.fixture | ||
def plotting_tools(get_registry): | ||
return PlottingTools(get_registry) | ||
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@pytest.fixture | ||
def vis_fxns(get_registry): | ||
return VisFunctions(get_registry) | ||
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@pytest.fixture | ||
def path_to_cif(): | ||
# Save original working directory | ||
original_cwd = os.getcwd() | ||
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# Change current working directory to the directory where the CIF file is located | ||
tests_dir = os.path.dirname(os.path.abspath(__file__)) | ||
os.chdir(tests_dir) | ||
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# Yield the filename only | ||
filename_only = "3pqr.cif" | ||
yield filename_only | ||
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# Restore original working directory after the test is done | ||
os.chdir(original_cwd) | ||
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def test_process_csv(plotting_tools): | ||
mock_csv_content = "Time,Value1,Value2\n1,10,20\n2,15,25" | ||
mock_reader = MagicMock() | ||
mock_reader.fieldnames = ["Time", "Value1", "Value2"] | ||
mock_reader.__iter__.return_value = iter( | ||
[ | ||
{"Time": "1", "Value1": "10", "Value2": "20"}, | ||
{"Time": "2", "Value1": "15", "Value2": "25"}, | ||
] | ||
) | ||
plotting_tools.file_path = "mock_file.csv" | ||
plotting_tools.file_name = "mock_file.csv" | ||
with patch("builtins.open", mock_open(read_data=mock_csv_content)): | ||
with patch("csv.DictReader", return_value=mock_reader): | ||
plotting_tools.process_csv() | ||
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assert plotting_tools.headers == ["Time", "Value1", "Value2"] | ||
assert len(plotting_tools.matched_headers) == 1 | ||
assert plotting_tools.matched_headers[0][1] == "Time" | ||
assert len(plotting_tools.data) == 2 | ||
assert ( | ||
plotting_tools.data[0]["Time"] == "1" | ||
and plotting_tools.data[0]["Value1"] == "10" | ||
) | ||
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def test_plot_data(plotting_tools): | ||
# Test successful plot generation | ||
data_success = [ | ||
{"Time": "1", "Value1": "10", "Value2": "20"}, | ||
{"Time": "2", "Value1": "15", "Value2": "25"}, | ||
] | ||
headers = ["Time", "Value1", "Value2"] | ||
matched_headers = [(0, "Time")] | ||
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with patch("matplotlib.pyplot.figure"), patch("matplotlib.pyplot.plot"), patch( | ||
"matplotlib.pyplot.xlabel" | ||
), patch("matplotlib.pyplot.ylabel"), patch("matplotlib.pyplot.title"), patch( | ||
"matplotlib.pyplot.savefig" | ||
), patch( | ||
"matplotlib.pyplot.close" | ||
): | ||
plotting_tools.data = data_success | ||
plotting_tools.headers = headers | ||
plotting_tools.matched_headers = matched_headers | ||
created_plots = plotting_tools.plot_data() | ||
assert "time_vs_value1.png" in created_plots | ||
assert "time_vs_value2.png" in created_plots | ||
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# Test failure due to non-numeric data | ||
data_failure = [ | ||
{"Time": "1", "Value1": "A", "Value2": "B"}, | ||
{"Time": "2", "Value1": "C", "Value2": "D"}, | ||
] | ||
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plotting_tools.data = data_failure | ||
plotting_tools.headers = headers | ||
plotting_tools.matched_headers = matched_headers | ||
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with pytest.raises(Exception) as excinfo: | ||
plotting_tools.plot_data() | ||
assert "All plots failed due to non-numeric data." in str(excinfo.value) | ||
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@pytest.mark.skip(reason="molrender is not pip installable") | ||
def test_run_molrender(path_to_cif, vis_fxns): | ||
result = vis_fxns.run_molrender(path_to_cif) | ||
assert result == "Visualization created" | ||
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def test_find_png(vis_fxns): | ||
vis_fxns.starting_files = os.listdir(".") | ||
test_file = "test_image.png" | ||
with open(test_file, "w") as f: | ||
f.write("") | ||
png_files = vis_fxns._find_png() | ||
assert test_file in png_files | ||
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os.remove(test_file) | ||
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def test_create_notebook(path_to_cif, vis_fxns): | ||
result = vis_fxns.create_notebook(path_to_cif) | ||
path_to_notebook = path_to_cif.split(".")[0] + "_vis.ipynb" | ||
os.remove(path_to_notebook) | ||
assert result == "Visualization Complete" |
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