sklears_compose/enhanced_wasm_integration/
functions.rs

1//! Auto-generated module
2//!
3//! 🤖 Generated with [SplitRS](https://github.com/cool-japan/splitrs)
4
5use super::types::*;
6use crate::error::{Result, SklearsComposeError};
7use serde::{Deserialize, Serialize};
8use std::collections::{HashMap, VecDeque};
9use std::sync::{Arc, RwLock};
10use std::time::{Duration, Instant, SystemTime, UNIX_EPOCH};
11
12/// Web API integration trait
13pub trait WebApiIntegration: std::fmt::Debug + Send + Sync {
14    /// Initialize the web API integration
15    fn initialize(&mut self) -> Result<()>;
16    /// Get API name
17    fn api_name(&self) -> &str;
18    /// Check if API is available
19    fn is_available(&self) -> bool;
20    /// Get API capabilities
21    fn capabilities(&self) -> Vec<String>;
22}
23/// Feature detection strategy trait
24pub trait FeatureDetectionStrategy: std::fmt::Debug + Send + Sync {
25    /// Detect if feature is available
26    fn detect(&self) -> bool;
27    /// Get feature name
28    fn feature_name(&self) -> BrowserFeature;
29}
30/// Module loader trait
31pub trait ModuleLoader: std::fmt::Debug + Send + Sync {
32    fn load_module(&self, module_id: &str, source: &ModuleSource) -> Result<LoadedWasmModule>;
33    fn can_load(&self, source: &ModuleSource) -> bool;
34    fn loader_name(&self) -> &str;
35}
36/// Optimization strategy trait
37pub trait OptimizationStrategy: std::fmt::Debug + Send + Sync {
38    /// Apply optimization to WASM module
39    fn optimize(&self, module: &mut CompiledWasmModule) -> Result<OptimizationResult>;
40    /// Get strategy name
41    fn strategy_name(&self) -> &str;
42    /// Get optimization level required
43    fn required_optimization_level(&self) -> u8;
44}
45pub trait OptimizationPass: std::fmt::Debug + Send + Sync {
46    fn apply(&self, module: &mut CompiledWasmModule) -> Result<()>;
47    fn pass_name(&self) -> &str;
48}
49/// Serialization handler trait
50pub trait SerializationHandler: std::fmt::Debug + Send + Sync {
51    /// Serialize data to bytes
52    fn serialize(&self, data: &[u8]) -> Result<Vec<u8>>;
53    /// Deserialize bytes to data
54    fn deserialize(&self, bytes: &[u8]) -> Result<Vec<u8>>;
55    /// Get format name
56    fn format_name(&self) -> SerializationFormat;
57}
58/// Compression strategy trait
59pub trait CompressionStrategy: std::fmt::Debug + Send + Sync {
60    /// Compress data
61    fn compress(&self, data: &[u8]) -> Result<Vec<u8>>;
62    /// Decompress data
63    fn decompress(&self, compressed: &[u8]) -> Result<Vec<u8>>;
64    /// Get compression type
65    fn compression_type(&self) -> CompressionType;
66}
67#[allow(non_snake_case)]
68#[cfg(test)]
69mod tests {
70    use super::*;
71    #[test]
72    fn test_wasm_integration_manager_creation() {
73        let manager = WasmIntegrationManager::new();
74        assert!(manager.config.enable_simd);
75        assert!(manager.config.enable_multithreading);
76    }
77    #[test]
78    fn test_compilation_target() {
79        let target = CompilationTarget {
80            name: "browser_optimized".to_string(),
81            architecture: WasmArchitecture::WasmSimd,
82            features: vec![BrowserFeature::Simd128, BrowserFeature::BulkMemory],
83            optimization_level: 2,
84            memory_constraints: MemoryConstraints {
85                initial_pages: 16,
86                max_pages: Some(1024),
87                allow_growth: true,
88                shared_memory: false,
89            },
90            performance_requirements: PerformanceRequirements {
91                max_inference_time: 100.0,
92                max_memory_usage: 64 * 1024 * 1024,
93                min_throughput: 10.0,
94                target_accuracy: 0.95,
95            },
96        };
97        assert_eq!(target.name, "browser_optimized");
98        assert!(matches!(target.architecture, WasmArchitecture::WasmSimd));
99    }
100    #[test]
101    fn test_module_compilation() {
102        let manager = WasmIntegrationManager::new();
103        let target = CompilationTarget {
104            name: "test_target".to_string(),
105            architecture: WasmArchitecture::Wasm32,
106            features: vec![BrowserFeature::BulkMemory],
107            optimization_level: 1,
108            memory_constraints: MemoryConstraints {
109                initial_pages: 1,
110                max_pages: Some(10),
111                allow_growth: true,
112                shared_memory: false,
113            },
114            performance_requirements: PerformanceRequirements {
115                max_inference_time: 50.0,
116                max_memory_usage: 1024 * 1024,
117                min_throughput: 1.0,
118                target_accuracy: 0.8,
119            },
120        };
121        let result = manager.compile_pipeline("test_pipeline", &target);
122        assert!(result.is_ok());
123        let module = result.unwrap();
124        assert!(!module.module_id.is_empty());
125        assert!(!module.bytecode.is_empty());
126    }
127    #[test]
128    fn test_module_loading() {
129        let manager = WasmIntegrationManager::new();
130        let source = ModuleSource::Bytes(vec![0x00, 0x61, 0x73, 0x6d, 0x01, 0x00, 0x00, 0x00]);
131        let result = manager.load_module(&source);
132        assert!(result.is_ok());
133        let module_id = result.unwrap();
134        assert!(!module_id.is_empty());
135    }
136    #[test]
137    fn test_js_bindings_generation() {
138        let generator = JsBindingsGenerator::new();
139        let result = generator.generate_for_module("test_module");
140        assert!(result.is_ok());
141        let binding = result.unwrap();
142        assert!(binding.js_code.contains("class test_moduleModule"));
143        assert!(binding
144            .ts_definitions
145            .contains("export class test_moduleModule"));
146    }
147    #[test]
148    fn test_browser_feature_detection() {
149        let detection = BrowserFeatureDetection::new();
150        let result = detection.detect_all_features();
151        assert!(result.is_ok());
152        let features = result.unwrap();
153        assert!(!features.is_empty());
154    }
155    #[test]
156    fn test_worker_thread_management() {
157        let mut manager = WorkerThreadManager::new(WorkerPoolConfig {
158            min_workers: 1,
159            max_workers: 4,
160            idle_timeout: Duration::from_secs(60),
161        });
162        let worker_result = manager.create_worker("test_module");
163        assert!(worker_result.is_ok());
164        let worker_id = worker_result.unwrap();
165        assert!(!worker_id.is_empty());
166        let task = WorkerTask {
167            task_id: "test_task".to_string(),
168            task_type: TaskType::Inference,
169            data: TaskData::InferenceData {
170                model: "test_model".to_string(),
171                input: vec![1.0, 2.0, 3.0],
172                config: HashMap::new(),
173            },
174            priority: TaskPriority::Normal,
175            created_at: SystemTime::now(),
176        };
177        let task_result = manager.submit_task(&worker_id, task);
178        assert!(task_result.is_ok());
179    }
180    #[test]
181    fn test_performance_optimization() {
182        let optimizer = WasmPerformanceOptimizer::new(OptimizerConfig {
183            optimization_level: 2,
184            enable_simd: true,
185            enable_multithreading: true,
186        });
187        let mut module = CompiledWasmModule {
188            module_id: "test_module".to_string(),
189            bytecode: vec![0x00, 0x61, 0x73, 0x6d],
190            metadata: WasmModuleMetadata {
191                name: "test".to_string(),
192                version: "1.0".to_string(),
193                author: "test".to_string(),
194                description: "test module".to_string(),
195                features: vec![],
196                memory_requirements: MemoryConstraints {
197                    initial_pages: 1,
198                    max_pages: None,
199                    allow_growth: false,
200                    shared_memory: false,
201                },
202                performance_metrics: PerformanceMetrics::default(),
203            },
204            exports: vec![],
205            imports: vec![],
206            compilation_time: SystemTime::now(),
207            performance_profile: PerformanceProfile::default(),
208        };
209        let result = optimizer.optimize_module(&mut module);
210        assert!(result.is_ok());
211    }
212    #[test]
213    fn test_wasm_types() {
214        let i32_type = WasmType::I32;
215        let f64_type = WasmType::F64;
216        let v128_type = WasmType::V128;
217        assert!(matches!(i32_type, WasmType::I32));
218        assert!(matches!(f64_type, WasmType::F64));
219        assert!(matches!(v128_type, WasmType::V128));
220    }
221    #[test]
222    fn test_memory_constraints() {
223        let constraints = MemoryConstraints {
224            initial_pages: 16,
225            max_pages: Some(1024),
226            allow_growth: true,
227            shared_memory: true,
228        };
229        assert_eq!(constraints.initial_pages, 16);
230        assert_eq!(constraints.max_pages, Some(1024));
231        assert!(constraints.allow_growth);
232        assert!(constraints.shared_memory);
233    }
234    #[test]
235    fn test_wasm_value_types() {
236        let i32_value = WasmValue::I32(42);
237        let f64_value = WasmValue::F64(3.14);
238        assert!(matches!(i32_value, WasmValue::I32(42)));
239        assert!(matches!(f64_value, WasmValue::F64(_)));
240    }
241}
sklears_compose/enhanced_wasm_integration/functions.rs

sklears_compose/enhanced_wasm_integration/
functions.rs
