xref: /libCEED/rust/libceed/src/vector.rs (revision 80a9ef0545a39c00cdcaab1ca26f8053604f3120)
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