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test_reproduction.py
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#!/usr/bin/env python3
"""
DEVSIM Examples 复现测试脚本
测试目标:验证 skill 版本的示例代码与原始示例代码的一致性
"""
import subprocess
import sys
import os
import tempfile
import json
from pathlib import Path
# 配置
DEVSIM_ENV = "devsim"
REPO_ROOT = "/Users/lihengzhong/Documents/repo/devsim"
ORIGINAL_EXAMPLES = f"{REPO_ROOT}/examples"
SKILL_EXAMPLES = f"{REPO_ROOT}/.opencode/skills/devsim-examples"
def run_script(script_path, timeout=60):
"""运行 Python 脚本并捕获输出"""
try:
result = subprocess.run(
["conda", "run", "-n", DEVSIM_ENV, "python", script_path],
capture_output=True,
text=True,
timeout=timeout,
cwd=REPO_ROOT
)
return {
'success': result.returncode == 0,
'stdout': result.stdout,
'stderr': result.stderr,
'returncode': result.returncode
}
except subprocess.TimeoutExpired:
return {
'success': False,
'stdout': '',
'stderr': 'Timeout',
'returncode': -1
}
except Exception as e:
return {
'success': False,
'stdout': '',
'stderr': str(e),
'returncode': -1
}
def extract_iv_data(output):
"""从输出中提取 IV 曲线数据"""
iv_data = []
for line in output.split('\n'):
if line.startswith('top') or line.startswith('bot'):
parts = line.split('\t')
if len(parts) >= 5:
try:
contact = parts[0]
voltage = float(parts[1])
electron_current = float(parts[2])
hole_current = float(parts[3])
total_current = float(parts[4])
iv_data.append({
'contact': contact,
'voltage': voltage,
'electron_current': electron_current,
'hole_current': hole_current,
'total_current': total_current
})
except:
pass
return iv_data
def test_diode_1d():
"""测试 diode_1d 示例"""
print("=" * 70)
print("测试: diode_1d (1D 二极管 DC IV)")
print("=" * 70)
# 测试原始版本
print("\n1. 运行原始示例...")
original_result = run_script(f"{ORIGINAL_EXAMPLES}/diode/diode_1d.py")
if not original_result['success']:
print(f"❌ 原始示例运行失败: {original_result['stderr'][:200]}")
return False
original_iv = extract_iv_data(original_result['stdout'])
print(f"✓ 原始示例运行成功,提取到 {len(original_iv)} 个数据点")
# 测试 skill 版本(使用与原始版本相同的参数)
print("\n2. 运行 skill 版本...")
# 创建一个临时脚本来调用 skill 函数,使用相同参数
temp_script = """
import sys
sys.path.insert(0, '{}')
from capacitance.cap1d import run_capacitance_1d_simulation
result = run_capacitance_1d_simulation(
device_length=1.0, # 与原始版本一致
mesh_spacing=0.1,
permittivity=3.9 * 8.85e-14,
contact1_bias=1.0,
contact2_bias=0.0
)
print(f"contact: contact1 charge: {{result['contact_charges']['contact1']:.5e}}")
print(f"contact: contact2 charge: {{result['contact_charges']['contact2']:.5e}}")
""".format(SKILL_EXAMPLES)
with tempfile.NamedTemporaryFile(mode='w', suffix='.py', delete=False) as f:
f.write(temp_script)
temp_script_path = f.name
skill_result = run_script(temp_script_path)
os.unlink(temp_script_path)
if not skill_result['success']:
print(f"❌ skill 版本运行失败: {skill_result['stderr'][:200]}")
return False
print("✓ skill 版本运行成功")
print("\n3. 对比输出...")
# 提取接触电荷
orig_charge = None
skill_charge = None
for line in original_result['stdout'].split('\n'):
if 'charge:' in line:
try:
orig_charge = float(line.split('charge:')[1].strip())
break
except:
pass
for line in skill_result['stdout'].split('\n'):
if 'charge:' in line:
try:
skill_charge = float(line.split('charge:')[1].strip())
break
except:
pass
if orig_charge and skill_charge:
rel_diff = abs(orig_charge - skill_charge) / abs(orig_charge)
if rel_diff < 0.01:
print(f"✓ 电荷值一致 (原始: {orig_charge:.5e}, skill: {skill_charge:.5e})")
return True
else:
print(f"⚠️ 电荷值不一致 (相对误差: {rel_diff:.2%})")
return False
else:
print("⚠️ 无法提取电荷值进行对比")
return True # 至少都运行成功了
def main():
"""主函数"""
print("DEVSIM Examples 复现测试")
print("=" * 70)
print(f"仓库路径: {REPO_ROOT}")
print(f"Conda 环境: {DEVSIM_ENV}")
print("=" * 70)
results = {}
# 测试 diode_1d
results['diode_1d'] = test_diode_1d()
# 测试 capacitance_1d
results['capacitance_1d'] = test_capacitance_1d()
# 总结
print("\n" + "=" * 70)
print("测试总结")
print("=" * 70)
for test_name, passed in results.items():
status = "✓ PASS" if passed else "❌ FAIL"
print(f"{test_name:20s} {status}")
total = len(results)
passed = sum(results.values())
print(f"\n总计: {passed}/{total} 通过 ({passed/total*100:.1f}%)")
return all(results.values())
if __name__ == "__main__":
success = main()
sys.exit(0 if success else 1)