scirs2_stats/
advanced_stubs.rs

1//! Temporary stubs for Advanced modules to enable compilation
2//! These will be replaced with proper implementations once compilation issues are resolved
3
4#![allow(dead_code)]
5
6use crate::error::StatsResult;
7use scirs2_core::ndarray::{Array1, Array2};
8use scirs2_core::numeric::Float;
9use std::collections::HashMap;
10use std::time::Duration;
11
12/// Temporary stub for AdvancedParallelProcessor
13#[derive(Debug, Clone)]
14pub struct AdvancedParallelProcessor;
15
16impl AdvancedParallelProcessor {
17    pub fn new() -> Self {
18        Self
19    }
20}
21
22/// Temporary stub for AdvancedParallelConfig
23#[derive(Debug, Clone)]
24pub struct AdvancedParallelConfig;
25
26impl Default for AdvancedParallelConfig {
27    fn default() -> Self {
28        Self
29    }
30}
31
32/// Temporary stub for MatrixOperationType
33#[derive(Debug, Clone, Copy)]
34pub enum MatrixOperationType {
35    CovarianceMatrix,
36    CorrelationMatrix,
37}
38
39/// Temporary stub for TimeSeriesOperation
40#[derive(Debug, Clone, Copy)]
41pub enum TimeSeriesOperation {
42    MovingAverage,
43}
44
45/// Temporary stub for AdvancedParallelBatchResult
46#[derive(Debug, Clone)]
47pub struct AdvancedParallelBatchResult<F> {
48    pub mean: F,
49    pub variance: F,
50    pub std_dev: F,
51    pub min: F,
52    pub max: F,
53    pub count: usize,
54    pub sum: F,
55}
56
57/// Temporary stub for AdvancedParallelMatrixResult
58#[derive(Debug, Clone)]
59pub struct AdvancedParallelMatrixResult<F> {
60    pub result: Array2<F>,
61}
62
63/// Temporary stub for AdvancedParallelTimeSeriesResult
64#[derive(Debug, Clone)]
65pub struct AdvancedParallelTimeSeriesResult<F> {
66    pub result: Array1<F>,
67}
68
69/// Factory function stub
70pub fn create_advanced_parallel_processor() -> AdvancedParallelProcessor {
71    AdvancedParallelProcessor::new()
72}
73
74/// Temporary stub for other missing Advanced types
75#[derive(Debug, Clone)]
76pub struct AdvancedNumericalStabilityAnalyzer;
77
78#[derive(Debug, Clone)]
79pub struct ComprehensiveStabilityResult;
80
81#[derive(Debug, Clone)]
82pub struct AdvancedNumericalStabilityConfig;
83
84impl Default for AdvancedNumericalStabilityConfig {
85    fn default() -> Self {
86        Self
87    }
88}
89
90pub fn create_exhaustive_numerical_stability_tester() -> AdvancedNumericalStabilityAnalyzer {
91    AdvancedNumericalStabilityAnalyzer
92}
93
94impl AdvancedNumericalStabilityAnalyzer {
95    pub fn analyze_statistical_stability<F, D>(
96        &self,
97        _data: &scirs2_core::ndarray::ArrayBase<D, scirs2_core::ndarray::Ix1>,
98    ) -> ComprehensiveStabilityResult
99    where
100        F: Float,
101        D: scirs2_core::ndarray::Data<Elem = F>,
102    {
103        ComprehensiveStabilityResult
104    }
105}
106
107/// Temporary stub for AdvancedSimdConfig
108#[derive(Debug, Clone)]
109pub struct AdvancedSimdConfig {
110    pub memory_threshold_mb: f64,
111}
112
113impl Default for AdvancedSimdConfig {
114    fn default() -> Self {
115        Self {
116            memory_threshold_mb: 1000.0,
117        }
118    }
119}
120
121/// Temporary stub for AdvancedSimdOptimizer
122#[derive(Debug, Clone)]
123pub struct AdvancedSimdOptimizer {
124    config: AdvancedSimdConfig,
125}
126
127impl AdvancedSimdOptimizer {
128    pub fn new(config: AdvancedSimdConfig) -> Self {
129        Self { config }
130    }
131
132    pub fn advanced_batch_statistics<F>(
133        &self,
134        _data_arrays: &[scirs2_core::ndarray::ArrayView1<F>],
135        _operations: &[BatchOperation],
136    ) -> StatsResult<BatchResults<F>>
137    where
138        F: Float + Copy,
139    {
140        // Return default values for now
141        Ok(BatchResults {
142            mean: F::zero(),
143            variance: F::zero(),
144            std_dev: F::zero(),
145            skewness: F::zero(),
146            kurtosis: F::zero(),
147            min: F::zero(),
148            max: F::zero(),
149            count: 0,
150            sum: F::zero(),
151            sum_squares: F::zero(),
152        })
153    }
154}
155
156/// Temporary stub for BatchOperation
157#[derive(Debug, Clone, Copy)]
158pub enum BatchOperation {
159    Mean,
160    Variance,
161    StandardDeviation,
162    Covariance,
163    Correlation,
164}
165
166/// Temporary stub for BatchResults
167#[derive(Debug, Clone)]
168pub struct BatchResults<F> {
169    pub mean: F,
170    pub variance: F,
171    pub std_dev: F,
172    pub skewness: F,
173    pub kurtosis: F,
174    pub min: F,
175    pub max: F,
176    pub count: usize,
177    pub sum: F,
178    pub sum_squares: F,
179}
180
181// Add more stubs as needed for other missing types
scirs2_stats/advanced_stubs.rs

scirs2_stats/
advanced_stubs.rs
