import os import subprocess import sys EXAMPLE_ROOT = os.path.join( os.path.dirname(os.path.relpath(__file__)), "..", "..", "..", "examples", "sparse", ) def test_gcn(): script = os.path.join(EXAMPLE_ROOT, "gcn.py") out = subprocess.run(["python", str(script)], capture_output=True) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.75 def test_gcnii(): script = os.path.join(EXAMPLE_ROOT, "gcnii.py") out = subprocess.run(["python", str(script)], capture_output=True) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.75 def test_appnp(): script = os.path.join(EXAMPLE_ROOT, "appnp.py") out = subprocess.run(["python", str(script)], capture_output=True) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.75 def test_c_and_s(): script = os.path.join(EXAMPLE_ROOT, "c_and_s.py") out = subprocess.run(["python", str(script)], capture_output=True) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.7 def test_gat(): script = os.path.join(EXAMPLE_ROOT, "gat.py") out = subprocess.run(["python", str(script)], capture_output=True) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.7 def test_hgnn(): script = os.path.join(EXAMPLE_ROOT, "hgnn.py") out = subprocess.run(["python", str(script)], capture_output=True) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.7 def test_hypergraphatt(): script = os.path.join(EXAMPLE_ROOT, "hypergraphatt.py") out = subprocess.run( ["python", str(script), "--epochs=10"], capture_output=True ) assert out.returncode == 0 def test_sgc(): script = os.path.join(EXAMPLE_ROOT, "sgc.py") out = subprocess.run(["python", str(script)], capture_output=True) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.7 def test_sign(): script = os.path.join(EXAMPLE_ROOT, "sign.py") out = subprocess.run(["python", str(script)], capture_output=True) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.7 def test_twirls(): script = os.path.join(EXAMPLE_ROOT, "twirls.py") out = subprocess.run(["python", str(script)], capture_output=True) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.7 out = subprocess.run( ["python", str(script), "--attention"], capture_output=True ) assert out.returncode == 0 stdout = out.stdout.decode("utf-8") assert float(stdout[-5:]) > 0.7