19df49d7eSJed Brown // Copyright (c) 2017, Lawrence Livermore National Security, LLC. Produced at 29df49d7eSJed Brown // the Lawrence Livermore National Laboratory. LLNL-CODE-734707. All Rights 39df49d7eSJed Brown // reserved. See files LICENSE and NOTICE for details. 49df49d7eSJed Brown // 59df49d7eSJed Brown // This file is part of CEED, a collection of benchmarks, miniapps, software 69df49d7eSJed Brown // libraries and APIs for efficient high-order finite element and spectral 79df49d7eSJed Brown // element discretizations for exascale applications. For more information and 89df49d7eSJed Brown // source code availability see http://github.com/ceed. 99df49d7eSJed Brown // 109df49d7eSJed Brown // The CEED research is supported by the Exascale Computing Project 17-SC-20-SC, 119df49d7eSJed Brown // a collaborative effort of two U.S. Department of Energy organizations (Office 129df49d7eSJed Brown // of Science and the National Nuclear Security Administration) responsible for 139df49d7eSJed Brown // the planning and preparation of a capable exascale ecosystem, including 149df49d7eSJed Brown // software, applications, hardware, advanced system engineering and early 159df49d7eSJed Brown // testbed platforms, in support of the nation's exascale computing imperative 169df49d7eSJed Brown 179df49d7eSJed Brown //! A Ceed Vector constitutes the main data structure and serves as input/output 189df49d7eSJed Brown //! for Ceed Operators. 199df49d7eSJed Brown 209df49d7eSJed Brown use std::{ 219df49d7eSJed Brown ops::{Deref, DerefMut}, 229df49d7eSJed Brown os::raw::c_char, 239df49d7eSJed Brown }; 249df49d7eSJed Brown 259df49d7eSJed Brown use crate::prelude::*; 269df49d7eSJed Brown 279df49d7eSJed Brown // ----------------------------------------------------------------------------- 289df49d7eSJed Brown // CeedVector option 299df49d7eSJed Brown // ----------------------------------------------------------------------------- 309df49d7eSJed Brown #[derive(Debug, Clone, Copy)] 319df49d7eSJed Brown pub enum VectorOpt<'a> { 329df49d7eSJed Brown Some(&'a Vector<'a>), 339df49d7eSJed Brown Active, 349df49d7eSJed Brown None, 359df49d7eSJed Brown } 369df49d7eSJed Brown /// Construct a VectorOpt reference from a Vector reference 379df49d7eSJed Brown impl<'a> From<&'a Vector<'_>> for VectorOpt<'a> { 389df49d7eSJed Brown fn from(vec: &'a Vector) -> Self { 399df49d7eSJed Brown debug_assert!(vec.ptr != unsafe { bind_ceed::CEED_VECTOR_NONE }); 409df49d7eSJed Brown debug_assert!(vec.ptr != unsafe { bind_ceed::CEED_VECTOR_ACTIVE }); 419df49d7eSJed Brown Self::Some(vec) 429df49d7eSJed Brown } 439df49d7eSJed Brown } 449df49d7eSJed Brown impl<'a> VectorOpt<'a> { 459df49d7eSJed Brown /// Transform a Rust libCEED VectorOpt into C libCEED CeedVector 469df49d7eSJed Brown pub(crate) fn to_raw(self) -> bind_ceed::CeedVector { 479df49d7eSJed Brown match self { 489df49d7eSJed Brown Self::Some(vec) => vec.ptr, 499df49d7eSJed Brown Self::None => unsafe { bind_ceed::CEED_VECTOR_NONE }, 509df49d7eSJed Brown Self::Active => unsafe { bind_ceed::CEED_VECTOR_ACTIVE }, 519df49d7eSJed Brown } 529df49d7eSJed Brown } 539df49d7eSJed Brown } 549df49d7eSJed Brown 559df49d7eSJed Brown // ----------------------------------------------------------------------------- 569df49d7eSJed Brown // CeedVector context wrapper 579df49d7eSJed Brown // ----------------------------------------------------------------------------- 589df49d7eSJed Brown #[derive(Debug)] 599df49d7eSJed Brown pub struct Vector<'a> { 609df49d7eSJed Brown ceed: &'a crate::Ceed, 619df49d7eSJed Brown pub(crate) ptr: bind_ceed::CeedVector, 629df49d7eSJed Brown } 639df49d7eSJed Brown impl From<&'_ Vector<'_>> for bind_ceed::CeedVector { 649df49d7eSJed Brown fn from(vec: &Vector) -> Self { 659df49d7eSJed Brown vec.ptr 669df49d7eSJed Brown } 679df49d7eSJed Brown } 689df49d7eSJed Brown 699df49d7eSJed Brown // ----------------------------------------------------------------------------- 709df49d7eSJed Brown // Destructor 719df49d7eSJed Brown // ----------------------------------------------------------------------------- 729df49d7eSJed Brown impl<'a> Drop for Vector<'a> { 739df49d7eSJed Brown fn drop(&mut self) { 749df49d7eSJed Brown let not_none_and_active = self.ptr != unsafe { bind_ceed::CEED_VECTOR_NONE } 759df49d7eSJed Brown && self.ptr != unsafe { bind_ceed::CEED_VECTOR_ACTIVE }; 769df49d7eSJed Brown 779df49d7eSJed Brown if not_none_and_active { 789df49d7eSJed Brown unsafe { bind_ceed::CeedVectorDestroy(&mut self.ptr) }; 799df49d7eSJed Brown } 809df49d7eSJed Brown } 819df49d7eSJed Brown } 829df49d7eSJed Brown 839df49d7eSJed Brown // ----------------------------------------------------------------------------- 849df49d7eSJed Brown // Display 859df49d7eSJed Brown // ----------------------------------------------------------------------------- 869df49d7eSJed Brown impl<'a> fmt::Display for Vector<'a> { 879df49d7eSJed Brown /// View a Vector 889df49d7eSJed Brown /// 899df49d7eSJed Brown /// ``` 909df49d7eSJed Brown /// # use libceed::prelude::*; 919df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 929df49d7eSJed Brown /// let vec = libceed::vector::Vector::from_slice(&ceed, &[1., 2., 3.]).unwrap(); 939df49d7eSJed Brown /// assert_eq!( 949df49d7eSJed Brown /// vec.to_string(), 959df49d7eSJed Brown /// "CeedVector length 3 969df49d7eSJed Brown /// 1.00000000 979df49d7eSJed Brown /// 2.00000000 989df49d7eSJed Brown /// 3.00000000 999df49d7eSJed Brown /// " 1009df49d7eSJed Brown /// ) 1019df49d7eSJed Brown /// ``` 1029df49d7eSJed Brown fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result { 1039df49d7eSJed Brown let mut ptr = std::ptr::null_mut(); 1049df49d7eSJed Brown let mut sizeloc = crate::MAX_BUFFER_LENGTH; 1059df49d7eSJed Brown let format = CString::new("%12.8f").expect("CString::new failed"); 1069df49d7eSJed Brown let format_c: *const c_char = format.into_raw(); 1079df49d7eSJed Brown let cstring = unsafe { 1089df49d7eSJed Brown let file = bind_ceed::open_memstream(&mut ptr, &mut sizeloc); 1099df49d7eSJed Brown bind_ceed::CeedVectorView(self.ptr, format_c, file); 1109df49d7eSJed Brown bind_ceed::fclose(file); 1119df49d7eSJed Brown CString::from_raw(ptr) 1129df49d7eSJed Brown }; 1139df49d7eSJed Brown cstring.to_string_lossy().fmt(f) 1149df49d7eSJed Brown } 1159df49d7eSJed Brown } 1169df49d7eSJed Brown 1179df49d7eSJed Brown // ----------------------------------------------------------------------------- 1189df49d7eSJed Brown // Implementations 1199df49d7eSJed Brown // ----------------------------------------------------------------------------- 1209df49d7eSJed Brown impl<'a> Vector<'a> { 1219df49d7eSJed Brown // Constructors 1229df49d7eSJed Brown pub fn create(ceed: &'a crate::Ceed, n: usize) -> crate::Result<Self> { 1239df49d7eSJed Brown let n = i32::try_from(n).unwrap(); 1249df49d7eSJed Brown let mut ptr = std::ptr::null_mut(); 1259df49d7eSJed Brown let ierr = unsafe { bind_ceed::CeedVectorCreate(ceed.ptr, n, &mut ptr) }; 1269df49d7eSJed Brown ceed.check_error(ierr)?; 1279df49d7eSJed Brown Ok(Self { ceed, ptr }) 1289df49d7eSJed Brown } 1299df49d7eSJed Brown 1309df49d7eSJed Brown pub(crate) fn from_raw( 1319df49d7eSJed Brown ceed: &'a crate::Ceed, 1329df49d7eSJed Brown ptr: bind_ceed::CeedVector, 1339df49d7eSJed Brown ) -> crate::Result<Self> { 1349df49d7eSJed Brown Ok(Self { ceed, ptr }) 1359df49d7eSJed Brown } 1369df49d7eSJed Brown 1379df49d7eSJed Brown /// Create a Vector from a slice 1389df49d7eSJed Brown /// 1399df49d7eSJed Brown /// # arguments 1409df49d7eSJed Brown /// 1419df49d7eSJed Brown /// * `slice` - values to initialize vector with 1429df49d7eSJed Brown /// 1439df49d7eSJed Brown /// ``` 1449df49d7eSJed Brown /// # use libceed::prelude::*; 1459df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 1469df49d7eSJed Brown /// let vec = vector::Vector::from_slice(&ceed, &[1., 2., 3.]).unwrap(); 1479df49d7eSJed Brown /// assert_eq!(vec.length(), 3, "Incorrect length from slice"); 1489df49d7eSJed Brown /// ``` 149*80a9ef05SNatalie Beams pub fn from_slice(ceed: &'a crate::Ceed, v: &[crate::Scalar]) -> crate::Result<Self> { 1509df49d7eSJed Brown let mut x = Self::create(ceed, v.len())?; 1519df49d7eSJed Brown x.set_slice(v)?; 1529df49d7eSJed Brown Ok(x) 1539df49d7eSJed Brown } 1549df49d7eSJed Brown 1559df49d7eSJed Brown /// Create a Vector from a mutable array reference 1569df49d7eSJed Brown /// 1579df49d7eSJed Brown /// # arguments 1589df49d7eSJed Brown /// 1599df49d7eSJed Brown /// * `slice` - values to initialize vector with 1609df49d7eSJed Brown /// 1619df49d7eSJed Brown /// ``` 1629df49d7eSJed Brown /// # use libceed::prelude::*; 1639df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 1649df49d7eSJed Brown /// let mut rust_vec = vec![1., 2., 3.]; 1659df49d7eSJed Brown /// let vec = libceed::vector::Vector::from_array(&ceed, &mut rust_vec).unwrap(); 1669df49d7eSJed Brown /// 1679df49d7eSJed Brown /// assert_eq!(vec.length(), 3, "Incorrect length from slice"); 1689df49d7eSJed Brown /// ``` 169*80a9ef05SNatalie Beams pub fn from_array(ceed: &'a crate::Ceed, v: &mut [crate::Scalar]) -> crate::Result<Self> { 1709df49d7eSJed Brown let x = Self::create(ceed, v.len())?; 1719df49d7eSJed Brown let (host, user_pointer) = ( 1729df49d7eSJed Brown crate::MemType::Host as bind_ceed::CeedMemType, 1739df49d7eSJed Brown crate::CopyMode::UsePointer as bind_ceed::CeedCopyMode, 1749df49d7eSJed Brown ); 175*80a9ef05SNatalie Beams let v = v.as_ptr() as *mut crate::Scalar; 1769df49d7eSJed Brown let ierr = unsafe { bind_ceed::CeedVectorSetArray(x.ptr, host, user_pointer, v) }; 1779df49d7eSJed Brown ceed.check_error(ierr)?; 1789df49d7eSJed Brown Ok(x) 1799df49d7eSJed Brown } 1809df49d7eSJed Brown 1819df49d7eSJed Brown /// Returns the length of a CeedVector 1829df49d7eSJed Brown /// 1839df49d7eSJed Brown /// ``` 1849df49d7eSJed Brown /// # use libceed::prelude::*; 1859df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 1869df49d7eSJed Brown /// let vec = ceed.vector(10).unwrap(); 1879df49d7eSJed Brown /// 1889df49d7eSJed Brown /// let n = vec.length(); 1899df49d7eSJed Brown /// assert_eq!(n, 10, "Incorrect length"); 1909df49d7eSJed Brown /// ``` 1919df49d7eSJed Brown pub fn length(&self) -> usize { 1929df49d7eSJed Brown let mut n = 0; 1939df49d7eSJed Brown unsafe { bind_ceed::CeedVectorGetLength(self.ptr, &mut n) }; 1949df49d7eSJed Brown usize::try_from(n).unwrap() 1959df49d7eSJed Brown } 1969df49d7eSJed Brown 1979df49d7eSJed Brown /// Returns the length of a CeedVector 1989df49d7eSJed Brown /// 1999df49d7eSJed Brown /// ``` 2009df49d7eSJed Brown /// # use libceed::prelude::*; 2019df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 2029df49d7eSJed Brown /// let vec = ceed.vector(10).unwrap(); 2039df49d7eSJed Brown /// assert_eq!(vec.len(), 10, "Incorrect length"); 2049df49d7eSJed Brown /// ``` 2059df49d7eSJed Brown pub fn len(&self) -> usize { 2069df49d7eSJed Brown self.length() 2079df49d7eSJed Brown } 2089df49d7eSJed Brown 2099df49d7eSJed Brown /// Set the CeedVector to a constant value 2109df49d7eSJed Brown /// 2119df49d7eSJed Brown /// # arguments 2129df49d7eSJed Brown /// 2139df49d7eSJed Brown /// * `val` - Value to be used 2149df49d7eSJed Brown /// 2159df49d7eSJed Brown /// ``` 2169df49d7eSJed Brown /// # use libceed::prelude::*; 2179df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 2189df49d7eSJed Brown /// let len = 10; 2199df49d7eSJed Brown /// let mut vec = ceed.vector(len).unwrap(); 2209df49d7eSJed Brown /// 2219df49d7eSJed Brown /// let val = 42.0; 2229df49d7eSJed Brown /// vec.set_value(val).unwrap(); 2239df49d7eSJed Brown /// 2249df49d7eSJed Brown /// vec.view().iter().for_each(|v| { 2259df49d7eSJed Brown /// assert_eq!(*v, val, "Value not set correctly"); 2269df49d7eSJed Brown /// }); 2279df49d7eSJed Brown /// ``` 228*80a9ef05SNatalie Beams pub fn set_value(&mut self, value: crate::Scalar) -> crate::Result<i32> { 2299df49d7eSJed Brown let ierr = unsafe { bind_ceed::CeedVectorSetValue(self.ptr, value) }; 2309df49d7eSJed Brown self.ceed.check_error(ierr) 2319df49d7eSJed Brown } 2329df49d7eSJed Brown 2339df49d7eSJed Brown /// Set values from a slice of the same length 2349df49d7eSJed Brown /// 2359df49d7eSJed Brown /// # arguments 2369df49d7eSJed Brown /// 2379df49d7eSJed Brown /// * `slice` - values to into self; length must match 2389df49d7eSJed Brown /// 2399df49d7eSJed Brown /// ``` 2409df49d7eSJed Brown /// # use libceed::prelude::*; 2419df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 2429df49d7eSJed Brown /// let mut vec = ceed.vector(4).unwrap(); 2439df49d7eSJed Brown /// vec.set_slice(&[10., 11., 12., 13.]).unwrap(); 2449df49d7eSJed Brown /// 2459df49d7eSJed Brown /// vec.view().iter().enumerate().for_each(|(i, v)| { 246*80a9ef05SNatalie Beams /// assert_eq!(*v, 10. + i as Scalar, "Slice not set correctly"); 2479df49d7eSJed Brown /// }); 2489df49d7eSJed Brown /// ``` 249*80a9ef05SNatalie Beams pub fn set_slice(&mut self, slice: &[crate::Scalar]) -> crate::Result<i32> { 2509df49d7eSJed Brown assert_eq!(self.length(), slice.len()); 2519df49d7eSJed Brown let (host, copy_mode) = ( 2529df49d7eSJed Brown crate::MemType::Host as bind_ceed::CeedMemType, 2539df49d7eSJed Brown crate::CopyMode::CopyValues as bind_ceed::CeedCopyMode, 2549df49d7eSJed Brown ); 2559df49d7eSJed Brown let ierr = unsafe { 256*80a9ef05SNatalie Beams bind_ceed::CeedVectorSetArray( 257*80a9ef05SNatalie Beams self.ptr, 258*80a9ef05SNatalie Beams host, 259*80a9ef05SNatalie Beams copy_mode, 260*80a9ef05SNatalie Beams slice.as_ptr() as *mut crate::Scalar, 261*80a9ef05SNatalie Beams ) 2629df49d7eSJed Brown }; 2639df49d7eSJed Brown self.ceed.check_error(ierr) 2649df49d7eSJed Brown } 2659df49d7eSJed Brown 2669df49d7eSJed Brown /// Sync the CeedVector to a specified memtype 2679df49d7eSJed Brown /// 2689df49d7eSJed Brown /// # arguments 2699df49d7eSJed Brown /// 2709df49d7eSJed Brown /// * `mtype` - Memtype to be synced 2719df49d7eSJed Brown /// 2729df49d7eSJed Brown /// ``` 2739df49d7eSJed Brown /// # use libceed::prelude::*; 2749df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 2759df49d7eSJed Brown /// let len = 10; 2769df49d7eSJed Brown /// let mut vec = ceed.vector(len).unwrap(); 2779df49d7eSJed Brown /// 2789df49d7eSJed Brown /// let val = 42.0; 2799df49d7eSJed Brown /// vec.set_value(val); 2809df49d7eSJed Brown /// vec.sync(MemType::Host).unwrap(); 2819df49d7eSJed Brown /// 2829df49d7eSJed Brown /// vec.view().iter().for_each(|v| { 2839df49d7eSJed Brown /// assert_eq!(*v, val, "Value not set correctly"); 2849df49d7eSJed Brown /// }); 2859df49d7eSJed Brown /// ``` 2869df49d7eSJed Brown pub fn sync(&self, mtype: crate::MemType) -> crate::Result<i32> { 2879df49d7eSJed Brown let ierr = 2889df49d7eSJed Brown unsafe { bind_ceed::CeedVectorSyncArray(self.ptr, mtype as bind_ceed::CeedMemType) }; 2899df49d7eSJed Brown self.ceed.check_error(ierr) 2909df49d7eSJed Brown } 2919df49d7eSJed Brown 2929df49d7eSJed Brown /// Create an immutable view 2939df49d7eSJed Brown /// 2949df49d7eSJed Brown /// ``` 2959df49d7eSJed Brown /// # use libceed::prelude::*; 2969df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 2979df49d7eSJed Brown /// let vec = ceed.vector_from_slice(&[10., 11., 12., 13.]).unwrap(); 2989df49d7eSJed Brown /// 2999df49d7eSJed Brown /// let v = vec.view(); 3009df49d7eSJed Brown /// assert_eq!(v[0..2], [10., 11.]); 3019df49d7eSJed Brown /// 3029df49d7eSJed Brown /// // It is valid to have multiple immutable views 3039df49d7eSJed Brown /// let w = vec.view(); 3049df49d7eSJed Brown /// assert_eq!(v[1..], w[1..]); 3059df49d7eSJed Brown /// ``` 3069df49d7eSJed Brown pub fn view(&self) -> VectorView { 3079df49d7eSJed Brown VectorView::new(self) 3089df49d7eSJed Brown } 3099df49d7eSJed Brown 3109df49d7eSJed Brown /// Create an mutable view 3119df49d7eSJed Brown /// 3129df49d7eSJed Brown /// ``` 3139df49d7eSJed Brown /// # use libceed::prelude::*; 3149df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 3159df49d7eSJed Brown /// let mut vec = ceed.vector_from_slice(&[10., 11., 12., 13.]).unwrap(); 3169df49d7eSJed Brown /// 3179df49d7eSJed Brown /// { 3189df49d7eSJed Brown /// let mut v = vec.view_mut(); 3199df49d7eSJed Brown /// v[2] = 9.; 3209df49d7eSJed Brown /// } 3219df49d7eSJed Brown /// 3229df49d7eSJed Brown /// let w = vec.view(); 3239df49d7eSJed Brown /// assert_eq!(w[2], 9., "View did not mutate data"); 3249df49d7eSJed Brown /// ``` 3259df49d7eSJed Brown pub fn view_mut(&mut self) -> VectorViewMut { 3269df49d7eSJed Brown VectorViewMut::new(self) 3279df49d7eSJed Brown } 3289df49d7eSJed Brown 3299df49d7eSJed Brown /// Return the norm of a CeedVector 3309df49d7eSJed Brown /// 3319df49d7eSJed Brown /// # arguments 3329df49d7eSJed Brown /// 3339df49d7eSJed Brown /// * `ntype` - Norm type One, Two, or Max 3349df49d7eSJed Brown /// 3359df49d7eSJed Brown /// ``` 3369df49d7eSJed Brown /// # use libceed::prelude::*; 3379df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 3389df49d7eSJed Brown /// let vec = ceed.vector_from_slice(&[1., 2., 3., 4.]).unwrap(); 3399df49d7eSJed Brown /// 3409df49d7eSJed Brown /// let max_norm = vec.norm(NormType::Max).unwrap(); 3419df49d7eSJed Brown /// assert_eq!(max_norm, 4.0, "Incorrect Max norm"); 3429df49d7eSJed Brown /// 3439df49d7eSJed Brown /// let l1_norm = vec.norm(NormType::One).unwrap(); 3449df49d7eSJed Brown /// assert_eq!(l1_norm, 10., "Incorrect L1 norm"); 3459df49d7eSJed Brown /// 3469df49d7eSJed Brown /// let l2_norm = vec.norm(NormType::Two).unwrap(); 3479df49d7eSJed Brown /// assert!((l2_norm - 5.477) < 1e-3, "Incorrect L2 norm"); 3489df49d7eSJed Brown /// ``` 349*80a9ef05SNatalie Beams pub fn norm(&self, ntype: crate::NormType) -> crate::Result<crate::Scalar> { 350*80a9ef05SNatalie Beams let mut res: crate::Scalar = 0.0; 3519df49d7eSJed Brown let ierr = unsafe { 3529df49d7eSJed Brown bind_ceed::CeedVectorNorm(self.ptr, ntype as bind_ceed::CeedNormType, &mut res) 3539df49d7eSJed Brown }; 3549df49d7eSJed Brown self.ceed.check_error(ierr)?; 3559df49d7eSJed Brown Ok(res) 3569df49d7eSJed Brown } 3579df49d7eSJed Brown 3589df49d7eSJed Brown /// Compute x = alpha x for a CeedVector 3599df49d7eSJed Brown /// 3609df49d7eSJed Brown /// # arguments 3619df49d7eSJed Brown /// 3629df49d7eSJed Brown /// * `alpha` - scaling factor 3639df49d7eSJed Brown /// 3649df49d7eSJed Brown /// ``` 3659df49d7eSJed Brown /// # use libceed::prelude::*; 3669df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 3679df49d7eSJed Brown /// let mut vec = ceed.vector_from_slice(&[0., 1., 2., 3., 4.]).unwrap(); 3689df49d7eSJed Brown /// 3699df49d7eSJed Brown /// vec = vec.scale(-1.0).unwrap(); 3709df49d7eSJed Brown /// vec.view().iter().enumerate().for_each(|(i, &v)| { 371*80a9ef05SNatalie Beams /// assert_eq!(v, -(i as Scalar), "Value not set correctly"); 3729df49d7eSJed Brown /// }); 3739df49d7eSJed Brown /// ``` 3749df49d7eSJed Brown #[allow(unused_mut)] 375*80a9ef05SNatalie Beams pub fn scale(mut self, alpha: crate::Scalar) -> crate::Result<Self> { 3769df49d7eSJed Brown let ierr = unsafe { bind_ceed::CeedVectorScale(self.ptr, alpha) }; 3779df49d7eSJed Brown self.ceed.check_error(ierr)?; 3789df49d7eSJed Brown Ok(self) 3799df49d7eSJed Brown } 3809df49d7eSJed Brown 3819df49d7eSJed Brown /// Compute y = alpha x + y for a pair of CeedVectors 3829df49d7eSJed Brown /// 3839df49d7eSJed Brown /// # arguments 3849df49d7eSJed Brown /// 3859df49d7eSJed Brown /// * `alpha` - scaling factor 3869df49d7eSJed Brown /// * `x` - second vector, must be different than self 3879df49d7eSJed Brown /// 3889df49d7eSJed Brown /// ``` 3899df49d7eSJed Brown /// # use libceed::prelude::*; 3909df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 3919df49d7eSJed Brown /// let x = ceed.vector_from_slice(&[0., 1., 2., 3., 4.]).unwrap(); 3929df49d7eSJed Brown /// let mut y = ceed.vector_from_slice(&[0., 1., 2., 3., 4.]).unwrap(); 3939df49d7eSJed Brown /// 3949df49d7eSJed Brown /// y = y.axpy(-0.5, &x).unwrap(); 3959df49d7eSJed Brown /// y.view().iter().enumerate().for_each(|(i, &v)| { 396*80a9ef05SNatalie Beams /// assert_eq!(v, (i as Scalar) / 2.0, "Value not set correctly"); 3979df49d7eSJed Brown /// }); 3989df49d7eSJed Brown /// ``` 3999df49d7eSJed Brown #[allow(unused_mut)] 400*80a9ef05SNatalie Beams pub fn axpy(mut self, alpha: crate::Scalar, x: &crate::Vector) -> crate::Result<Self> { 4019df49d7eSJed Brown let ierr = unsafe { bind_ceed::CeedVectorAXPY(self.ptr, alpha, x.ptr) }; 4029df49d7eSJed Brown self.ceed.check_error(ierr)?; 4039df49d7eSJed Brown Ok(self) 4049df49d7eSJed Brown } 4059df49d7eSJed Brown 4069df49d7eSJed Brown /// Compute the pointwise multiplication w = x .* y for CeedVectors 4079df49d7eSJed Brown /// 4089df49d7eSJed Brown /// # arguments 4099df49d7eSJed Brown /// 4109df49d7eSJed Brown /// * `x` - first vector for product 4119df49d7eSJed Brown /// * `y` - second vector for product 4129df49d7eSJed Brown /// 4139df49d7eSJed Brown /// ``` 4149df49d7eSJed Brown /// # use libceed::prelude::*; 4159df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 4169df49d7eSJed Brown /// let mut w = ceed.vector_from_slice(&[0., 1., 2., 3., 4.]).unwrap(); 4179df49d7eSJed Brown /// let x = ceed.vector_from_slice(&[0., 1., 2., 3., 4.]).unwrap(); 4189df49d7eSJed Brown /// let y = ceed.vector_from_slice(&[0., 1., 2., 3., 4.]).unwrap(); 4199df49d7eSJed Brown /// 4209df49d7eSJed Brown /// w = w.pointwise_mult(&x, &y).unwrap(); 4219df49d7eSJed Brown /// w.view().iter().enumerate().for_each(|(i, &v)| { 422*80a9ef05SNatalie Beams /// assert_eq!(v, (i as Scalar).powf(2.0), "Value not set correctly"); 4239df49d7eSJed Brown /// }); 4249df49d7eSJed Brown /// ``` 4259df49d7eSJed Brown #[allow(unused_mut)] 4269df49d7eSJed Brown pub fn pointwise_mult(mut self, x: &crate::Vector, y: &crate::Vector) -> crate::Result<Self> { 4279df49d7eSJed Brown let ierr = unsafe { bind_ceed::CeedVectorPointwiseMult(self.ptr, x.ptr, y.ptr) }; 4289df49d7eSJed Brown self.ceed.check_error(ierr)?; 4299df49d7eSJed Brown Ok(self) 4309df49d7eSJed Brown } 4319df49d7eSJed Brown 4329df49d7eSJed Brown /// Compute the pointwise multiplication w = w .* x for CeedVectors 4339df49d7eSJed Brown /// 4349df49d7eSJed Brown /// # arguments 4359df49d7eSJed Brown /// 4369df49d7eSJed Brown /// * `x` - second vector for product 4379df49d7eSJed Brown /// 4389df49d7eSJed Brown /// ``` 4399df49d7eSJed Brown /// # use libceed::prelude::*; 4409df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 4419df49d7eSJed Brown /// let mut w = ceed.vector_from_slice(&[0., 1., 2., 3., 4.]).unwrap(); 4429df49d7eSJed Brown /// let x = ceed.vector_from_slice(&[0., 1., 2., 3., 4.]).unwrap(); 4439df49d7eSJed Brown /// 4449df49d7eSJed Brown /// w = w.pointwise_scale(&x).unwrap(); 4459df49d7eSJed Brown /// w.view().iter().enumerate().for_each(|(i, &v)| { 446*80a9ef05SNatalie Beams /// assert_eq!(v, (i as Scalar).powf(2.0), "Value not set correctly"); 4479df49d7eSJed Brown /// }); 4489df49d7eSJed Brown /// ``` 4499df49d7eSJed Brown #[allow(unused_mut)] 4509df49d7eSJed Brown pub fn pointwise_scale(mut self, x: &crate::Vector) -> crate::Result<Self> { 4519df49d7eSJed Brown let ierr = unsafe { bind_ceed::CeedVectorPointwiseMult(self.ptr, self.ptr, x.ptr) }; 4529df49d7eSJed Brown self.ceed.check_error(ierr)?; 4539df49d7eSJed Brown Ok(self) 4549df49d7eSJed Brown } 4559df49d7eSJed Brown 4569df49d7eSJed Brown /// Compute the pointwise multiplication w = w .* w for a CeedVector 4579df49d7eSJed Brown /// 4589df49d7eSJed Brown /// ``` 4599df49d7eSJed Brown /// # use libceed::prelude::*; 4609df49d7eSJed Brown /// # let ceed = libceed::Ceed::default_init(); 4619df49d7eSJed Brown /// let mut w = ceed.vector_from_slice(&[0., 1., 2., 3., 4.]).unwrap(); 4629df49d7eSJed Brown /// 4639df49d7eSJed Brown /// w = w.pointwise_square().unwrap(); 4649df49d7eSJed Brown /// w.view().iter().enumerate().for_each(|(i, &v)| { 465*80a9ef05SNatalie Beams /// assert_eq!(v, (i as Scalar).powf(2.0), "Value not set correctly"); 4669df49d7eSJed Brown /// }); 4679df49d7eSJed Brown /// ``` 4689df49d7eSJed Brown #[allow(unused_mut)] 4699df49d7eSJed Brown pub fn pointwise_square(mut self) -> crate::Result<Self> { 4709df49d7eSJed Brown let ierr = unsafe { bind_ceed::CeedVectorPointwiseMult(self.ptr, self.ptr, self.ptr) }; 4719df49d7eSJed Brown self.ceed.check_error(ierr)?; 4729df49d7eSJed Brown Ok(self) 4739df49d7eSJed Brown } 4749df49d7eSJed Brown } 4759df49d7eSJed Brown 4769df49d7eSJed Brown // ----------------------------------------------------------------------------- 4779df49d7eSJed Brown // Vector Viewer 4789df49d7eSJed Brown // ----------------------------------------------------------------------------- 4799df49d7eSJed Brown /// A (host) view of a Vector with Deref to slice. We can't make 4809df49d7eSJed Brown /// Vector itself Deref to slice because we can't handle the drop to 4819df49d7eSJed Brown /// call bind_ceed::CeedVectorRestoreArrayRead(). 4829df49d7eSJed Brown #[derive(Debug)] 4839df49d7eSJed Brown pub struct VectorView<'a> { 4849df49d7eSJed Brown vec: &'a Vector<'a>, 485*80a9ef05SNatalie Beams array: *const crate::Scalar, 4869df49d7eSJed Brown } 4879df49d7eSJed Brown 4889df49d7eSJed Brown impl<'a> VectorView<'a> { 4899df49d7eSJed Brown /// Construct a VectorView from a Vector reference 4909df49d7eSJed Brown fn new(vec: &'a Vector) -> Self { 4919df49d7eSJed Brown let mut array = std::ptr::null(); 4929df49d7eSJed Brown unsafe { 4939df49d7eSJed Brown bind_ceed::CeedVectorGetArrayRead( 4949df49d7eSJed Brown vec.ptr, 4959df49d7eSJed Brown crate::MemType::Host as bind_ceed::CeedMemType, 4969df49d7eSJed Brown &mut array, 4979df49d7eSJed Brown ); 4989df49d7eSJed Brown } 4999df49d7eSJed Brown Self { 5009df49d7eSJed Brown vec: vec, 5019df49d7eSJed Brown array: array, 5029df49d7eSJed Brown } 5039df49d7eSJed Brown } 5049df49d7eSJed Brown } 5059df49d7eSJed Brown 5069df49d7eSJed Brown // Destructor 5079df49d7eSJed Brown impl<'a> Drop for VectorView<'a> { 5089df49d7eSJed Brown fn drop(&mut self) { 5099df49d7eSJed Brown unsafe { 5109df49d7eSJed Brown bind_ceed::CeedVectorRestoreArrayRead(self.vec.ptr, &mut self.array); 5119df49d7eSJed Brown } 5129df49d7eSJed Brown } 5139df49d7eSJed Brown } 5149df49d7eSJed Brown 5159df49d7eSJed Brown // Data access 5169df49d7eSJed Brown impl<'a> Deref for VectorView<'a> { 517*80a9ef05SNatalie Beams type Target = [crate::Scalar]; 518*80a9ef05SNatalie Beams fn deref(&self) -> &[crate::Scalar] { 5199df49d7eSJed Brown unsafe { std::slice::from_raw_parts(self.array, self.vec.len()) } 5209df49d7eSJed Brown } 5219df49d7eSJed Brown } 5229df49d7eSJed Brown 5239df49d7eSJed Brown // Viewing 5249df49d7eSJed Brown impl<'a> fmt::Display for VectorView<'a> { 5259df49d7eSJed Brown fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result { 5269df49d7eSJed Brown write!(f, "VectorView({:?})", self.deref()) 5279df49d7eSJed Brown } 5289df49d7eSJed Brown } 5299df49d7eSJed Brown 5309df49d7eSJed Brown // ----------------------------------------------------------------------------- 5319df49d7eSJed Brown // Vector Viewer Mutable 5329df49d7eSJed Brown // ----------------------------------------------------------------------------- 5339df49d7eSJed Brown /// A mutable (host) view of a Vector with Deref to slice. 5349df49d7eSJed Brown #[derive(Debug)] 5359df49d7eSJed Brown pub struct VectorViewMut<'a> { 5369df49d7eSJed Brown vec: &'a Vector<'a>, 537*80a9ef05SNatalie Beams array: *mut crate::Scalar, 5389df49d7eSJed Brown } 5399df49d7eSJed Brown 5409df49d7eSJed Brown impl<'a> VectorViewMut<'a> { 5419df49d7eSJed Brown /// Construct a VectorViewMut from a Vector reference 5429df49d7eSJed Brown fn new(vec: &'a mut Vector) -> Self { 5439df49d7eSJed Brown let mut ptr = std::ptr::null_mut(); 5449df49d7eSJed Brown unsafe { 5459df49d7eSJed Brown bind_ceed::CeedVectorGetArray( 5469df49d7eSJed Brown vec.ptr, 5479df49d7eSJed Brown crate::MemType::Host as bind_ceed::CeedMemType, 5489df49d7eSJed Brown &mut ptr, 5499df49d7eSJed Brown ); 5509df49d7eSJed Brown } 5519df49d7eSJed Brown Self { 5529df49d7eSJed Brown vec: vec, 5539df49d7eSJed Brown array: ptr, 5549df49d7eSJed Brown } 5559df49d7eSJed Brown } 5569df49d7eSJed Brown } 5579df49d7eSJed Brown 5589df49d7eSJed Brown // Destructor 5599df49d7eSJed Brown impl<'a> Drop for VectorViewMut<'a> { 5609df49d7eSJed Brown fn drop(&mut self) { 5619df49d7eSJed Brown unsafe { 5629df49d7eSJed Brown bind_ceed::CeedVectorRestoreArray(self.vec.ptr, &mut self.array); 5639df49d7eSJed Brown } 5649df49d7eSJed Brown } 5659df49d7eSJed Brown } 5669df49d7eSJed Brown 5679df49d7eSJed Brown // Data access 5689df49d7eSJed Brown impl<'a> Deref for VectorViewMut<'a> { 569*80a9ef05SNatalie Beams type Target = [crate::Scalar]; 570*80a9ef05SNatalie Beams fn deref(&self) -> &[crate::Scalar] { 5719df49d7eSJed Brown unsafe { std::slice::from_raw_parts(self.array, self.vec.len()) } 5729df49d7eSJed Brown } 5739df49d7eSJed Brown } 5749df49d7eSJed Brown 5759df49d7eSJed Brown // Mutable data access 5769df49d7eSJed Brown impl<'a> DerefMut for VectorViewMut<'a> { 577*80a9ef05SNatalie Beams fn deref_mut(&mut self) -> &mut [crate::Scalar] { 5789df49d7eSJed Brown unsafe { std::slice::from_raw_parts_mut(self.array, self.vec.len()) } 5799df49d7eSJed Brown } 5809df49d7eSJed Brown } 5819df49d7eSJed Brown 5829df49d7eSJed Brown // Viewing 5839df49d7eSJed Brown impl<'a> fmt::Display for VectorViewMut<'a> { 5849df49d7eSJed Brown fn fmt(&self, f: &mut fmt::Formatter) -> fmt::Result { 5859df49d7eSJed Brown write!(f, "VectorViewMut({:?})", self.deref()) 5869df49d7eSJed Brown } 5879df49d7eSJed Brown } 5889df49d7eSJed Brown 5899df49d7eSJed Brown // ----------------------------------------------------------------------------- 590