-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathtest_hf_spaces.py
More file actions
157 lines (126 loc) · 3.78 KB
/
test_hf_spaces.py
File metadata and controls
157 lines (126 loc) · 3.78 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
#!/usr/bin/env python3
"""
Test script for Hugging Face Spaces deployment
Verifies that the app.py works correctly without external dependencies
"""
import sys
import os
import importlib.util
def test_imports():
"""Test that all required imports work"""
print("Testing imports...")
required_packages = [
'streamlit',
'numpy',
'pandas',
'time',
'threading',
'json',
'logging',
'datetime',
'random'
]
for package in required_packages:
try:
importlib.import_module(package)
print(f"✅ {package}")
except ImportError as e:
print(f"❌ {package}: {e}")
return False
return True
def test_app_structure():
"""Test that app.py has the required structure"""
print("\nTesting app.py structure...")
if not os.path.exists('app.py'):
print("❌ app.py not found")
return False
with open('app.py', 'r') as f:
content = f.read()
required_components = [
'SimulatedFederatedSystem',
'ClientSimulator',
'st.set_page_config',
'st.title',
'st.sidebar',
'st.header',
'st.form'
]
for component in required_components:
if component in content:
print(f"✅ {component}")
else:
print(f"❌ {component} not found")
return False
return True
def test_requirements():
"""Test that requirements.txt is minimal"""
print("\nTesting requirements.txt...")
if not os.path.exists('requirements.txt'):
print("❌ requirements.txt not found")
return False
with open('requirements.txt', 'r') as f:
requirements = f.read()
# Check for minimal dependencies
minimal_deps = ['streamlit', 'numpy', 'pandas']
heavy_deps = ['tensorflow', 'torch', 'scikit-learn', 'flask', 'fastapi']
for dep in minimal_deps:
if dep in requirements:
print(f"✅ {dep}")
else:
print(f"❌ {dep} missing")
return False
for dep in heavy_deps:
if dep in requirements:
print(f"⚠️ {dep} found (may cause HF Spaces issues)")
return True
def test_readme():
"""Test that README.md has HF Spaces config"""
print("\nTesting README.md...")
if not os.path.exists('README.md'):
print("❌ README.md not found")
return False
with open('README.md', 'r') as f:
content = f.read()
required_config = [
'title: Federated Credit Scoring',
'sdk: streamlit',
'app_port: 8501'
]
for config in required_config:
if config in content:
print(f"✅ {config}")
else:
print(f"❌ {config} not found")
return False
return True
def main():
"""Run all tests"""
print("🧪 Testing Hugging Face Spaces Deployment")
print("=" * 50)
tests = [
test_imports,
test_app_structure,
test_requirements,
test_readme
]
passed = 0
total = len(tests)
for test in tests:
try:
if test():
passed += 1
else:
print(f"❌ Test failed: {test.__name__}")
except Exception as e:
print(f"❌ Test error: {test.__name__} - {e}")
print("\n" + "=" * 50)
print(f"Results: {passed}/{total} tests passed")
if passed == total:
print("🎉 All tests passed! Ready for HF Spaces deployment.")
return True
else:
print("❌ Some tests failed. Please fix issues before deployment.")
return False
if __name__ == "__main__":
success = main()
sys.exit(0 if success else 1)