Wed, 07 Dec 2022 07:00:27 +0200
Added tag v0.1.0 for changeset 51bfde513cfa
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1 | /*! |
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2 | Parallel computing helper routines. |
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3 | |
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4 | It mains the number of threads to use, a thread pool, and provides a budgeting tool |
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5 | to limit the number of threads spawned in recursive computations. |
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6 | |
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7 | For actually spawning scoped tasks in a thread pool, it currently uses [`rayon`]. |
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8 | */ |
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9 | |
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10 | use std::sync::Once; |
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11 | use std::num::NonZeroUsize; |
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12 | use std::thread::available_parallelism; |
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13 | pub use rayon::{Scope, ThreadPoolBuilder, ThreadPool}; |
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14 | use std::sync::atomic::{ |
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15 | AtomicUsize, |
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16 | Ordering::{Release, Relaxed}, |
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17 | }; |
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18 | |
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19 | #[cfg(use_custom_thread_pool)] |
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20 | type Pool = ThreadPool; |
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21 | #[cfg(not(use_custom_thread_pool))] |
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22 | type Pool = GlobalPool; |
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23 | |
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24 | const ONE : NonZeroUsize = unsafe { NonZeroUsize::new_unchecked(1) }; |
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25 | static mut TASK_OVERBUDGETING : AtomicUsize = AtomicUsize::new(1); |
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26 | static mut N_THREADS : NonZeroUsize = ONE; |
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27 | static mut POOL : Option<Pool> = None; |
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28 | static INIT: Once = Once::new(); |
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29 | |
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30 | #[cfg(not(use_custom_thread_pool))] |
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31 | mod global_pool { |
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32 | /// This is a nicer way to use the global pool of [`rayon`]. |
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33 | pub struct GlobalPool; |
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34 | |
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35 | #[cfg(not(use_custom_thread_pool))] |
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36 | impl GlobalPool { |
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37 | #[inline] |
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38 | pub fn scope<'scope, OP, R>(&self, op: OP) -> R |
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39 | where |
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40 | OP: FnOnce(&rayon::Scope<'scope>) -> R + Send, |
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41 | R: Send { |
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42 | rayon::scope(op) |
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43 | } |
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44 | } |
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45 | } |
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46 | |
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47 | #[cfg(not(use_custom_thread_pool))] |
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48 | pub use global_pool::GlobalPool; |
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49 | |
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50 | /// Set the number of threads. |
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51 | /// |
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52 | /// This routine can only be called once. |
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53 | /// It also calls [`set_task_overbudgeting`] with $m = (n + 1) / 2$. |
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54 | pub fn set_num_threads(n : NonZeroUsize) { |
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55 | INIT.call_once(|| unsafe { |
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56 | N_THREADS = n; |
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57 | let n = n.get(); |
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58 | set_task_overbudgeting((n + 1) / 2); |
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59 | POOL = if n > 1 { |
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60 | #[cfg(use_custom_thread_pool)] { |
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61 | Some(ThreadPoolBuilder::new().num_threads(n).build().unwrap()) |
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62 | } |
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63 | #[cfg(not(use_custom_thread_pool))] { |
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64 | ThreadPoolBuilder::new().num_threads(n).build_global().unwrap(); |
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65 | Some(GlobalPool) |
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66 | } |
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67 | } else { |
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68 | None |
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69 | } |
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70 | }); |
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71 | } |
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72 | |
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73 | /// Set overbudgeting count for [`TaskBudget`]. |
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74 | /// |
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75 | /// The initial value is 1. Calling [`set_num_threads`] sets this to $m = (n + 1) / 2$, where |
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76 | /// $n$ is the number of threads. |
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77 | pub fn set_task_overbudgeting(m : usize) { |
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78 | unsafe { TASK_OVERBUDGETING.store(m, Relaxed) } |
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79 | } |
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80 | |
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81 | /// Set the number of threads to the minimum of `n` and [`available_parallelism`]. |
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82 | /// |
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83 | /// This routine can only be called once. |
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84 | pub fn set_max_threads(n : NonZeroUsize) { |
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85 | let available = available_parallelism().unwrap_or(ONE); |
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86 | set_num_threads(available.min(n)); |
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87 | } |
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88 | |
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89 | |
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90 | /// Get the number of threads |
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91 | pub fn num_threads() -> NonZeroUsize { |
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92 | unsafe { N_THREADS } |
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93 | } |
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94 | |
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95 | /// Get the thread pool. |
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96 | /// |
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97 | /// If the number of configured threads is less than 2, this is None. |
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98 | /// The pool has [`num_threads`]` - 1` threads. |
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99 | pub fn thread_pool() -> Option<&'static Pool> { |
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100 | unsafe { POOL.as_ref() } |
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101 | } |
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102 | |
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103 | /// Get the number of thread pool workers. |
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104 | /// |
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105 | /// This is [`num_threads`]` - 1`. |
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106 | pub fn thread_pool_size() -> usize { |
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107 | unsafe { N_THREADS }.get() - 1 |
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108 | } |
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109 | |
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110 | /// Thread budgeting tool. |
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111 | /// |
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112 | /// This allows limiting the number of tasks inserted into the queue in nested computations. |
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113 | /// Otherwise it wraps [`rayon`] when not single-threaded. |
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114 | pub enum TaskBudget<'scope, 'scheduler> { |
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115 | /// No threading performed. |
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116 | SingleThreaded, |
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117 | /// Initial multi-threaded state |
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118 | MultiThreadedInitial { |
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119 | /// Thread budget counter |
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120 | budget : AtomicUsize, |
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121 | /// Thread pool |
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122 | pool : &'scheduler Pool, |
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123 | }, |
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124 | /// Nested multi-threaded state |
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125 | MultiThreadedZoom { |
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126 | /// Thread budget reference |
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127 | budget : &'scope AtomicUsize, |
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128 | scope : &'scheduler Scope<'scope>, |
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129 | } |
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130 | } |
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131 | |
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132 | /// Task execution scope for [`TaskBudget`]. |
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133 | pub enum TaskBudgetScope<'scope, 'scheduler> { |
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134 | SingleThreaded, |
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135 | MultiThreaded { |
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136 | budget : &'scope AtomicUsize, |
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137 | scope : &'scheduler Scope<'scope>, |
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138 | } |
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139 | } |
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140 | |
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141 | impl<'scope, 'b> TaskBudget<'scope, 'b> { |
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142 | /// Initialise a task budget in the main thread pool. |
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143 | /// |
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144 | /// The number of tasks [executed][TaskBudgetScope::execute] in [scopes][TaskBudget::zoom] |
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145 | /// created through the budget is limited to [`num_threads()`]` + overbudget`. If `overbudget` |
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146 | /// is `None`, the [global setting][set_task_overbudgeting] is used.ยง |
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147 | pub fn init(overbudget : Option<usize>) -> Self { |
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148 | let n = num_threads().get(); |
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149 | let m = overbudget.unwrap_or_else(|| unsafe { TASK_OVERBUDGETING.load(Relaxed) }); |
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150 | if n <= 1 { |
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151 | Self::SingleThreaded |
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152 | } else if let Some(pool) = thread_pool() { |
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153 | let budget = AtomicUsize::new(n + m); |
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154 | Self::MultiThreadedInitial { budget, pool } |
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155 | } else { |
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156 | Self::SingleThreaded |
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157 | } |
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158 | } |
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159 | |
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160 | /// Initialise single-threaded thread budgeting. |
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161 | pub fn none() -> Self { Self::SingleThreaded } |
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162 | } |
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163 | |
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164 | impl<'scope, 'scheduler> TaskBudget<'scope, 'scheduler> { |
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165 | /// Create a sub-scope for launching tasks |
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166 | pub fn zoom<'smaller, F, R : Send>(&self, scheduler : F) -> R |
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167 | where 'scope : 'smaller, |
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168 | F : for<'a> FnOnce(TaskBudgetScope<'smaller, 'a>) -> R + Send + 'smaller { |
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169 | match self { |
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170 | &Self::SingleThreaded => scheduler(TaskBudgetScope::SingleThreaded), |
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171 | &Self::MultiThreadedInitial { ref budget, pool } => { |
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172 | let budget_ref = unsafe { |
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173 | // Safe: scheduler is dropped when 'smaller becomes invalid. |
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174 | std::mem::transmute::<&AtomicUsize, &'smaller AtomicUsize>(budget) |
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175 | }; |
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176 | pool.scope(move |scope| { |
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177 | scheduler(TaskBudgetScope::MultiThreaded { scope, budget: budget_ref }) |
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178 | }) |
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179 | }, |
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180 | &Self::MultiThreadedZoom { budget, .. /* scope */ } => { |
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181 | rayon::scope(move |scope| { |
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182 | scheduler(TaskBudgetScope::MultiThreaded { scope, budget }) |
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183 | }) |
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184 | }, |
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185 | } |
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186 | } |
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187 | } |
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188 | |
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189 | impl<'scope, 'scheduler> TaskBudgetScope<'scope, 'scheduler> { |
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190 | /// Queue a task or execute it in this thread if the thread budget is exhausted. |
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191 | pub fn execute<F>(&self, job : F) |
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192 | where F : for<'b> FnOnce(TaskBudget<'scope, 'b>) + Send + 'scope { |
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193 | match self { |
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194 | Self::SingleThreaded => job(TaskBudget::SingleThreaded), |
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195 | Self::MultiThreaded { scope, budget } => { |
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196 | let spawn = budget.fetch_update(Release, |
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197 | Relaxed, |
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198 | |n| (n > 1).then_some(n - 1)) |
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199 | .is_ok(); |
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200 | if spawn { |
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201 | scope.spawn(|scope| { |
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202 | let task_budget = TaskBudget::MultiThreadedZoom { scope, budget }; |
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203 | job(task_budget); |
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204 | budget.fetch_add(1, Release); |
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205 | }) |
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206 | } else { |
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207 | job(TaskBudget::MultiThreadedZoom { scope, budget }) |
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208 | } |
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209 | } |
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210 | } |
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211 | } |
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212 | } |
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213 | |
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214 | /// Runs `scheduler` with a [`TaskBudget`]. |
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215 | /// |
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216 | /// This corresponds to calling `scheduler` with [`TaskBudget::init(None)`]. |
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217 | pub fn with_task_budget<'scope, F, R>(scheduler : F) -> R |
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218 | where F : for<'b> FnOnce(TaskBudget<'scope, 'b>) -> R + 'scope { |
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219 | scheduler(TaskBudget::init(None)) |
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220 | } |