added the codespell hook and fixed spelling

Author: haichangsi

.pre-commit-config.yaml

@@ -32,3 +32,8 @@ repos:
   rev: v0.6.13
   hooks:
   - id: cmake-format
+
+- repo: https://github.com/codespell-project/codespell
+  rev: v2.2.4
+  hooks:
+  - id: codespell

README.md

@@ -81,12 +81,12 @@ In this way, many of the technical details related to the parallel execution of
 ### Namespaces
 
 General namespace used in the library is `dr::`
-For program using a single node with shared memory available for multiple CPUs and one or more GPUs, data structures and algoritms from `dr::shp::` namespace are provided.
+For program using a single node with shared memory available for multiple CPUs and one or more GPUs, data structures and algorithms from `dr::shp::` namespace are provided.
 For distributed memory model, use the `dr::mhp::` namespace.
 
 ### Data structures
 
-Content of distributes-ranges' data structures is distributed over available nodes. For example, segments of `dr::mhp::distributed_vector` are located in memory of different nodes (mpi processes). Still, global view of the `distributed_vector` is uniform, with contigous indices.
+Content of distributes-ranges' data structures is distributed over available nodes. For example, segments of `dr::mhp::distributed_vector` are located in memory of different nodes (mpi processes). Still, global view of the `distributed_vector` is uniform, with contiguous indices.
 <!-- TODO: some pictures here -->
 
 #### Halo concept
@@ -97,7 +97,7 @@ To support this situation, the concept of halo was introduced. A halo is an area
 
 ### Algorithms
 
-Follwing algorithms are included in distributed-ranges, both in mhp and shp versions:
+Following algorithms are included in distributed-ranges, both in mhp and shp versions:
 
 ```cpp
  copy()
@@ -121,7 +121,7 @@ The examples should be compiled with SYCL compiler and run with.
 mpirun -n N ./build/src/example_name
 ```
 
-where `N` - number of MPI processes. Replace _example_name_ with appropiate name of a file tu run.
+where `N` - number of MPI processes. Replace _example_name_ with appropriate name of a file tu run.
 
 ### Example 1
 
@@ -140,7 +140,7 @@ The example shows the distributed nature of dr data structures. The distributed_
 
 [./src/example3.cpp](src/example3.cpp)
 
- The example simulates the elementary 1-d cellular automaton (ECA). Description of what the automaton is and how it works can be found in [wikipedia](https://en.wikipedia.org/wiki/Elementary_cellular_automaton). Visulisation of the automaton work is available in [ASU team webpage](https://elife-asu.github.io/wss-modules/modules/1-1d-cellular-automata).
+ The example simulates the elementary 1-d cellular automaton (ECA). Description of what the automaton is and how it works can be found in [wikipedia](https://en.wikipedia.org/wiki/Elementary_cellular_automaton). Visualisation of the automaton work is available in [ASU team webpage](https://elife-asu.github.io/wss-modules/modules/1-1d-cellular-automata).
 
  The ECA calculates the new value of a cell using old value of the cell and old values of the cell's neighbors. Therefore a halo of 1-cell width is used, to get access to neighboring cells' values when the loop eaches end of local segment of a vector.
  Additionally, a use of a subrange is presented, and `transform()` function, which puts transformed values of input structure to the output structure, element by element. The transforming function is given as lambda `newvalue`.

src/example2.cpp

@@ -12,7 +12,7 @@ int main(int argc, char **argv) {
   mhp::init(sycl::default_selector_v);
 
   fmt::print(
-      "Hello, World! Distributed ranges proces is running on rank {} / {} on "
+      "Hello, World! Distributed ranges process is running on rank {} / {} on "
       "host {}\n",
       mhp::rank(), mhp::nprocs(), mhp::hostname());
 

src/example3.cpp

@@ -10,7 +10,7 @@ namespace mhp = dr::mhp;
 /* The example simulates the elementary 1-d cellular automaton. Description of
  * what the automaton is and how it works can be found at
  * https://en.wikipedia.org/wiki/Elementary_cellular_automaton
- * Visulisation of the automaton work is available
+ * Visualisation of the automaton work is available
  * https://elife-asu.github.io/wss-modules/modules/1-1d-cellular-automata
  * (credit: Emergence team @ Arizona State University)*/