forked from deepset-ai/haystack-tutorials
-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathpolicy-utilities.js
More file actions
263 lines (226 loc) · 9.25 KB
/
Copy pathpolicy-utilities.js
File metadata and controls
263 lines (226 loc) · 9.25 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
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
/**
* Policy Utilities Examples
*
* This example demonstrates how to use the TealTiger SDK policy utilities
* for building, testing, validating, and simulating security policies
*/
const {
PolicyBuilder,
createPolicy,
PolicyTemplates,
PolicyTester,
createPolicyTester,
PolicyValidator,
PolicySimulator,
createPolicySimulator
} = require('tealtiger');
async function main() {
console.log('🛡️ TealTiger SDK Policy Utilities Examples\n');
// ========================================
// 1. Building Policies with PolicyBuilder
// ========================================
console.log('1. Building Security Policies');
console.log('==============================');
// Create a custom policy using the fluent API
const customPolicy = createPolicy()
.name('restrict-file-operations')
.description('Restrict file write operations for untrusted agents')
.priority(10)
.whenAgentId('untrusted-*')
.whenToolName('*file-write*')
.deny('File write operations not allowed for untrusted agents')
.build();
console.log('Custom Policy:', JSON.stringify(customPolicy, null, 2));
// Create a transformation policy
const transformPolicy = createPolicy()
.name('sanitize-api-calls')
.description('Remove sensitive parameters from API calls')
.priority(5)
.whenToolName('*api*')
.whenParameterExists('password')
.transformFilterParameters(['password', 'token', 'secret'], 'Sensitive data filtered')
.build();
console.log('\nTransformation Policy:', JSON.stringify(transformPolicy, null, 2));
// Use policy templates for common patterns
const templatePolicies = PolicyTemplates.getDefaultPolicies();
console.log(`\nGenerated ${templatePolicies.length} template policies`);
// ========================================
// 2. Policy Validation
// ========================================
console.log('\n\n2. Policy Validation');
console.log('====================');
// Validate individual policies
const validationResult = PolicyValidator.validatePolicy(customPolicy);
console.log('Custom Policy Validation:', {
isValid: validationResult.isValid,
errors: validationResult.errors,
warnings: validationResult.warnings,
suggestions: validationResult.suggestions
});
// Analyze a set of policies
const allPolicies = [customPolicy, transformPolicy, ...templatePolicies];
const policySetAnalysis = PolicyValidator.analyzePolicySet(allPolicies);
console.log('\nPolicy Set Analysis:');
console.log('- Total Policies:', allPolicies.length);
console.log('- Conflicts Found:', policySetAnalysis.conflicts.length);
console.log('- Risk Levels Covered:', policySetAnalysis.coverage.riskLevels);
console.log('- Performance Estimate:', policySetAnalysis.performance.estimatedEvaluationTime + 'ms');
if (policySetAnalysis.conflicts.length > 0) {
console.log('\nPolicy Conflicts:');
policySetAnalysis.conflicts.forEach((conflict, i) => {
console.log(` ${i + 1}. ${conflict.type}: ${conflict.description}`);
console.log(` Policies: ${conflict.policies.join(', ')}`);
console.log(` Severity: ${conflict.severity}`);
});
}
// ========================================
// 3. Policy Testing
// ========================================
console.log('\n\n3. Policy Testing');
console.log('=================');
// Create a policy tester
const tester = createPolicyTester(allPolicies);
// Test individual requests
const testRequests = [
{
agentId: 'trusted-agent',
toolName: 'web-search',
parameters: { query: 'test query' }
},
{
agentId: 'untrusted-agent-1',
toolName: 'file-write',
parameters: { path: '/tmp/test.txt', content: 'data' }
},
{
agentId: 'api-agent',
toolName: 'external-api-call',
parameters: {
url: 'https://api.example.com',
password: 'secret123',
data: 'normal data'
}
}
];
console.log('Testing individual requests:');
testRequests.forEach((request, i) => {
const result = tester.testRequest(request);
console.log(`\nRequest ${i + 1}:`);
console.log(' Agent:', request.agentId);
console.log(' Tool:', request.toolName);
console.log(' Result:', result.action);
console.log(' Risk Level:', result.riskLevel);
console.log(' Reason:', result.reason);
if (result.transformedRequest) {
console.log(' Transformed Parameters:', result.transformedRequest.parameters);
}
});
// Run a test suite
const testSuite = tester.runTestSuite('Basic Security Tests', [
{
name: 'Allow safe operations',
request: {
agentId: 'trusted-agent',
toolName: 'web-search',
parameters: { query: 'weather' }
},
expected: { action: 'allow' }
},
{
name: 'Deny critical operations',
request: {
agentId: 'any-agent',
toolName: 'system-admin',
parameters: { command: 'rm -rf /' }
},
expected: { action: 'deny' }
},
{
name: 'Transform sensitive data',
request: {
agentId: 'api-agent',
toolName: 'api-call',
parameters: { password: 'secret' }
},
expected: { action: 'transform' }
}
]);
console.log('\n\nTest Suite Results:');
console.log('Suite:', testSuite.name);
console.log('Summary:', testSuite.summary);
testSuite.tests.forEach((test, i) => {
console.log(`\nTest ${i + 1}: ${test.name}`);
console.log(' Expected:', test.expected);
console.log(' Actual:', {
action: test.result.action,
riskLevel: test.result.riskLevel
});
console.log(' Passed:', test.passed ? '✅' : '❌');
});
// ========================================
// 4. Policy Simulation
// ========================================
console.log('\n\n4. Policy Simulation');
console.log('====================');
// Create a policy simulator
const simulator = createPolicySimulator(allPolicies);
// Run common scenarios
const commonScenarios = PolicySimulator.generateCommonScenarios();
console.log(`Running ${commonScenarios.length} common scenarios...`);
const batchResult = await simulator.runBatchSimulation(commonScenarios.slice(0, 3)); // Run first 3 scenarios
console.log('\nBatch Simulation Results:');
console.log('- Total Scenarios:', batchResult.aggregate.totalScenarios);
console.log('- Total Requests:', batchResult.aggregate.totalRequests);
console.log('- Average Evaluation Time:', batchResult.aggregate.performance.averageEvaluationTime.toFixed(2) + 'ms');
if (batchResult.aggregate.overallSuccessRate !== undefined) {
console.log('- Overall Success Rate:', (batchResult.aggregate.overallSuccessRate * 100).toFixed(1) + '%');
}
console.log('\nMost Used Policy:', batchResult.aggregate.policyUsage.mostUsed);
console.log('Policy Usage Distribution:');
Object.entries(batchResult.aggregate.policyUsage.usage)
.sort((a, b) => b[1] - a[1])
.slice(0, 5)
.forEach(([policy, count]) => {
console.log(` ${policy}: ${count} times`);
});
// Show detailed results for first scenario
const firstScenario = batchResult.scenarioResults[0];
console.log(`\nDetailed Results for "${firstScenario.scenario.name}":`);
console.log('- Total Requests:', firstScenario.summary.totalRequests);
console.log('- Allowed:', firstScenario.summary.allowed);
console.log('- Denied:', firstScenario.summary.denied);
console.log('- Transformed:', firstScenario.summary.transformed);
console.log('- Risk Distribution:', firstScenario.riskDistribution);
// ========================================
// 5. Performance Testing
// ========================================
console.log('\n\n5. Performance Testing');
console.log('======================');
// Run a small stress test
const stressScenarios = PolicySimulator.generateStressTestScenarios(100);
console.log('Running stress test with 100 requests...');
const stressResult = await simulator.runScenario(stressScenarios[0]);
console.log('\nStress Test Results:');
console.log('- Total Requests:', stressResult.summary.totalRequests);
console.log('- Total Evaluation Time:', stressResult.summary.totalEvaluationTime.toFixed(2) + 'ms');
console.log('- Average per Request:', stressResult.summary.averageEvaluationTime.toFixed(2) + 'ms');
console.log('- Throughput:', (1000 / stressResult.summary.averageEvaluationTime).toFixed(0) + ' requests/second');
// ========================================
// 6. Policy Development Workflow
// ========================================
console.log('\n\n6. Policy Development Workflow');
console.log('==============================');
console.log('Recommended workflow for policy development:');
console.log('1. ✅ Build policies using PolicyBuilder or templates');
console.log('2. ✅ Validate policies using PolicyValidator');
console.log('3. ✅ Test policies using PolicyTester with specific scenarios');
console.log('4. ✅ Simulate policies using PolicySimulator with realistic workloads');
console.log('5. ✅ Analyze performance and coverage');
console.log('6. 🔄 Iterate and refine based on results');
console.log('\n🎉 Policy utilities examples completed successfully!');
}
// Handle errors gracefully
main().catch(error => {
console.error('❌ Error running examples:', error);
process.exit(1);
});