Code cleanup

* Whitespace removal
* Followed IDE recommended simplifications

.gitlab-ci.yml

@@ -1,42 +1,260 @@
 stages:
+    - build
     - test
+    - release
 
-test stable:
+build:linux:stable:
+  image: scorpil/rust:stable
+  stage: build
+  script:
+    - rustc -Vv
+    - cargo -Vv
+    - cargo build
+  only:
+    - master
+    - develop
+  tags:
+    - docker
+  artifacts:
+    expire_in: 4 hours
+    paths:
+      - target/debug/
+  allow_failure: false
+
+test:linux:stable:
   image: scorpil/rust:stable
   stage: test
   script:
-    - rustc -V
-    - cargo -V
+    - rustc -Vv
+    - cargo -Vv
     - cargo test
   only:
     - master
+    - develop
   tags:
     - docker
+  dependencies:
+    - build:linux:stable
   allow_failure: false
 
-test beta:
+release:linux:stable:
+  image: scorpil/rust:stable
+  stage: release
+  script:
+    - rustc -Vv
+    - cargo -Vv
+    - cargo build --release
+  artifacts:
+    expire_in: 4 weeks
+    paths:
+      - target/release/*.so
+      - target/release/pihash
+  only:
+    - master
+    - develop
+  tags:
+    - docker
+  allow_failure: false
+
+build:linux:beta:
+  image: scorpil/rust:beta
+  stage: build
+  script:
+    - rustc -Vv
+    - cargo -Vv
+    - cargo build
+  only:
+    - master
+    - develop
+  tags:
+    - docker
+  artifacts:
+    expire_in: 4 hours
+    paths:
+      - target/debug/
+  allow_failure: true
+
+test:linux:beta:
   image: scorpil/rust:beta
   stage: test
   script:
-    - rustc -V
-    - cargo -V
+    - rustc -Vv
+    - cargo -Vv
     - cargo test
   only:
     - master
+    - develop
+  tags:
+    - docker
+  dependencies:
+    - build:linux:beta
+  allow_failure: true
+
+build:linux:nightly:
+  image: scorpil/rust:nightly
+  stage: build
+  script:
+    - rustc -Vv
+    - cargo -Vv
+    - cargo build
+  only:
+    - develop
   tags:
     - docker
+  artifacts:
+    expire_in: 4 hours
+    paths:
+      - target/debug/
   allow_failure: true
 
-test nightly:
+test:linux:nightly:
   image: scorpil/rust:nightly
   stage: test
   script:
-    - rustc -V
-    - cargo -V
+    - rustc -Vv
+    - cargo -Vv
     - cargo test
   only:
-    - master
+    - develop
   tags:
     - docker
+  dependencies:
+    - build:linux:nightly
   allow_failure: true
 
+release:linux:nightly:
+  image: scorpil/rust:nightly
+  stage: release
+  script:
+    - rustc -Vv
+    - cargo -Vv
+    - cargo build --release
+  artifacts:
+    expire_in: 1 week
+    paths:
+      - target/release/*.so
+      - target/release/pihash
+  only:
+    - develop
+  tags:
+    - docker
+  allow_failure: true
+
+build:windows:stable:
+  stage: build
+  variables:
+    RUST_TOOLCHAIN: stable-x86_64-pc-windows-gnu
+  script:
+    - rustup update
+    - rustup run %RUST_TOOLCHAIN% rustc -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo build
+  artifacts:
+    expire_in: 4 hours
+    paths:
+      - target/debug/
+  only:
+    - master
+    - develop
+  tags:
+    - rust
+    - windows
+  allow_failure: false
+  
+test:windows:stable:
+  stage: test
+  variables:
+    RUST_TOOLCHAIN: stable-x86_64-pc-windows-gnu
+  script:
+    - rustup update
+    - rustup run %RUST_TOOLCHAIN% rustc -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo test
+  only:
+    - master
+    - develop
+  tags:
+    - rust
+    - windows
+  dependencies:
+    - build:windows:stable
+  allow_failure: false
+
+release:windows:stable:
+  stage: release
+  variables:
+    RUST_TOOLCHAIN: stable-x86_64-pc-windows-gnu  
+  script:
+    - rustup run %RUST_TOOLCHAIN% rustc -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo build --release
+  artifacts:
+    expire_in: 4 weeks
+    paths:
+      - target/release/*.dll
+      - target/release/pihash.exe
+  only:
+    - master
+    - develop
+  tags:
+    - rust
+    - windows
+  allow_failure: false
+  
+build:windows:nightly:
+  stage: build
+  variables:
+    RUST_TOOLCHAIN: nightly-x86_64-pc-windows-gnu
+  script:
+    - rustup update
+    - rustup run %RUST_TOOLCHAIN% rustc -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo build
+  artifacts:
+    expire_in: 4 hours
+    paths:
+      - target/debug/
+  only:
+    - develop
+  tags:
+    - rust
+    - windows
+  allow_failure: true
+  
+test:windows:nightly:
+  stage: test
+  variables:
+    RUST_TOOLCHAIN: nightly-x86_64-pc-windows-gnu
+  script:
+    - rustup update
+    - rustup run %RUST_TOOLCHAIN% rustc -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo test
+  only:
+    - develop
+  tags:
+    - rust
+    - windows
+  dependencies:
+    - build:windows:nightly
+  allow_failure: true
+
+release:windows:nightly:
+  stage: release
+  variables:
+    RUST_TOOLCHAIN: nightly-x86_64-pc-windows-gnu  
+  script:
+    - rustup run %RUST_TOOLCHAIN% rustc -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo -Vv
+    - rustup run %RUST_TOOLCHAIN% cargo build --release
+  artifacts:
+    expire_in: 1 week
+    paths:
+      - target/release/*.dll
+      - target/release/pihash.exe
+  only:
+    - develop
+  tags:
+    - rust
+    - windows
+  allow_failure: false

Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "pihash"
-version = "0.3.6"
+version = "0.4.0"
 authors = ["Drew Short <warrick@sothr.com>"]
 description = "A simple library for generating perceptual hashes for images and comparing images based on their perceptual hashes."
 repository = "https://github.com/warricksothr/Perceptual-Image-Hashing/"

src/cache.rs

@@ -134,9 +134,9 @@ impl<'a> Cache<'a> {
      * Get the hash of the desired file and return it as a hex string
      */
     pub fn get_file_hash(&self, path: &Path) -> Result<String, Error> {
-        let mut source = try!(File::open(&path));
+        let mut source = File::open(&path)?;
         let mut buf: Vec<u8> = Vec::new();
-        try!(source.read_to_end(&mut buf));
+        source.read_to_end(&mut buf)?;
         let mut sha1 = Sha1::new();
         sha1.update(&buf);
         let digest = sha1.digest();
@@ -261,7 +261,7 @@ impl<'a> Cache<'a> {
                                     let desire_len = row_str.len() - 1;
                                     row_str.truncate(desire_len);
                                     row_str.push_str("\n");
-                                    try!(compressor.write(&row_str.into_bytes()));
+                                    compressor.write(&row_str.into_bytes())?;
                                 }
                                 let compressed_matrix = match compressor.finish() {
                                     Ok(data) => data,
@@ -270,8 +270,8 @@ impl<'a> Cache<'a> {
                                         return Err(e);
                                     }
                                 };
-                                try!(file.write(&compressed_matrix));
-                                try!(file.flush());
+                                file.write(&compressed_matrix)?;
+                                file.flush()?;
                             }
                             Err(e) => {
                                 return Err(e);
@@ -322,10 +322,10 @@ impl<'a> Cache<'a> {
                                 .trim()
                                 .split("\n")
                                 .map(|line| {
-                                         line.split(",")
-                                             .map(|f| f64::from_str(f).unwrap())
-                                             .collect()
-                                     })
+                                    line.split(",")
+                                        .map(|f| f64::from_str(f).unwrap())
+                                        .collect()
+                                })
                                 .collect();
 
                             Some(matrix)
@@ -355,7 +355,7 @@ fn test_get_file_hash() {
     match hash {
         Ok(v) => {
             println!("Hash: {}", v);
-            assert!(v == "4beb6f2d852b75a313863916a1803ebad13a3196");
+            assert_eq!(v, "4beb6f2d852b75a313863916a1803ebad13a3196");
         }
         Err(e) => {
             println!("Error: {:?}", e);

src/hash/ahash.rs

@@ -38,11 +38,9 @@ impl<'a> PerceptualHash for AHash<'a> {
                 let mut total = 0u64;
                 for pixel in image.pixels() {
                     let channels = pixel.channels();
-                    // println!("Pixel is: {}", channels[0]);
                     total += channels[0] as u64;
                 }
                 let mean = total / (width * height) as u64;
-                // println!("Mean for {} is {}", prepared_image.orig_path, mean);
 
                 // Calculating a hash based on the mean
                 let mut hash = 0u64;
@@ -51,14 +49,11 @@ impl<'a> PerceptualHash for AHash<'a> {
                     let pixel_sum = channels[0] as u64;
                     if pixel_sum >= mean {
                         hash |= 1;
-                        // println!("Pixel {} is >= {} therefore {:b}", pixel_sum, mean, hash);
                     } else {
                         hash |= 0;
-                        // println!("Pixel {} is < {} therefore {:b}", pixel_sum, mean, hash);
                     }
                     hash <<= 1;
                 }
-                // println!("Hash for {} is {}", prepared_image.orig_path, hash);
                 hash
             }
             None => 0u64,

src/hash/mod.rs

@@ -59,12 +59,12 @@ pub struct PerceptualHashes<'a> {
 impl<'a> PerceptualHashes<'a> {
     pub fn similar(&self, other: &'a PerceptualHashes<'a>) -> bool {
         if self.orig_path != other.orig_path &&
-           calculate_hamming_distance(self.ahash, other.ahash) <=
-           HAMMING_DISTANCE_SIMILARITY_LIMIT &&
-           calculate_hamming_distance(self.dhash, other.dhash) <=
-           HAMMING_DISTANCE_SIMILARITY_LIMIT &&
-           calculate_hamming_distance(self.phash, other.phash) <=
-           HAMMING_DISTANCE_SIMILARITY_LIMIT {
+            calculate_hamming_distance(self.ahash, other.ahash) <=
+                HAMMING_DISTANCE_SIMILARITY_LIMIT &&
+            calculate_hamming_distance(self.dhash, other.dhash) <=
+                HAMMING_DISTANCE_SIMILARITY_LIMIT &&
+            calculate_hamming_distance(self.phash, other.phash) <=
+                HAMMING_DISTANCE_SIMILARITY_LIMIT {
             true
         } else {
             false
@@ -116,7 +116,7 @@ pub trait PerceptualHash {
 // Functions //
 
 /**
- * Resonsible for parsing a path, converting an image and package it to be
+ * Responsible for parsing a path, converting an image and package it to be
  * hashed.
  *
  * # Arguments
@@ -187,7 +187,7 @@ fn process_image<'a>(image_path: &'a str, size: u32) -> PreparedImage<'a> {
     };
     PreparedImage {
         orig_path: &*image_path,
-        image: image,
+        image,
     }
 }
 
@@ -219,9 +219,9 @@ pub fn get_perceptual_hashes<'a>(path: &'a Path,
     let phash = phash::PHash::new(&path, &precision, &cache).get_hash(&cache);
     PerceptualHashes {
         orig_path: &*image_path,
-        ahash: ahash,
-        dhash: dhash,
-        phash: phash,
+        ahash,
+        dhash,
+        phash,
     }
 }
 

src/hash/phash.rs

@@ -41,7 +41,7 @@ impl<'a> PerceptualHash for PHash<'a> {
                 // Get 2d data to 2d FFT/DFT
                 // Either from the cache or calculate it
                 // Pretty fast already, so caching doesn't make a huge difference
-                // Atleast compared to opening and processing the images
+                // At least compared to opening and processing the images
                 let data_matrix: Vec<Vec<f64>> = match *cache {
                     Some(ref c) => {
                         match c.get_matrix_from_cache(&Path::new(self.prepared_image.orig_path),
@@ -116,11 +116,11 @@ fn create_data_matrix(width: usize,
     data_matrix
 }
 
-// Use a 1D DFT to cacluate the 2D DFT.
+// Use a 1D DFT to calculate the 2D DFT.
 //
 // This is achieved by calculating the DFT for each row, then calculating the
 // DFT for each column of DFT row data. This means that a 32x32 image with have
-// 1024 1D DFT operations performed on it. (Slightly caclulation intensive)
+// 1024 1D DFT operations performed on it. (Slightly calculation intensive)
 //
 // This operation is in place on the data in the provided vector
 //
@@ -131,7 +131,6 @@ fn create_data_matrix(width: usize,
 // http://calculator.vhex.net/post/calculator-result/2d-discrete-fourier-transform
 //
 fn calculate_2d_dft(data_matrix: &mut Vec<Vec<f64>>) {
-    // println!("{:?}", data_matrix);
     let width = data_matrix.len();
     let height = data_matrix[0].len();
 
@@ -145,11 +144,9 @@ fn calculate_2d_dft(data_matrix: &mut Vec<Vec<f64>>) {
         }
 
         // Perform the DCT on this column
-        // println!("column[{}] before: {:?}", x, column);
         let forward_plan = dft::Plan::new(dft::Operation::Forward, column.len());
         column.transform(&forward_plan);
         let complex_column = dft::unpack(&column);
-        // println!("column[{}] after: {:?}", x, complex_column);
         complex_data_matrix.push(complex_column);
     }
 
@@ -160,10 +157,8 @@ fn calculate_2d_dft(data_matrix: &mut Vec<Vec<f64>>) {
             row.push(complex_data_matrix[x][y]);
         }
         // Perform DCT on the row
-        // println!("row[{}] before: {:?}", y, row);
         let forward_plan = dft::Plan::new(dft::Operation::Forward, row.len());
         row.transform(&forward_plan);
-        // println!("row[{}] after: {:?}", y, row);
 
         // Put the row values back
         for x in 0..width {
@@ -209,23 +204,23 @@ fn test_2d_dft() {
     println!("{:?}", test_matrix[2]);
     println!("{:?}", test_matrix[3]);
 
-    assert!(test_matrix[0][0] == 24_f64);
-    assert!(test_matrix[0][1] == 0_f64);
-    assert!(test_matrix[0][2] == 0_f64);
-    assert!(test_matrix[0][3] == 0_f64);
-
-    assert!(test_matrix[1][0] == 0_f64);
-    assert!(test_matrix[1][1] == 0_f64);
-    assert!(test_matrix[1][2] == -2_f64);
-    assert!(test_matrix[1][3] == 2_f64);
-
-    assert!(test_matrix[2][0] == 0_f64);
-    assert!(test_matrix[2][1] == -2_f64);
-    assert!(test_matrix[2][2] == -4_f64);
-    assert!(test_matrix[2][3] == -2_f64);
-
-    assert!(test_matrix[3][0] == 0_f64);
-    assert!(test_matrix[3][1] == 2_f64);
-    assert!(test_matrix[3][2] == -2_f64);
-    assert!(test_matrix[3][3] == 0_f64);
+    assert_eq!(test_matrix[0][0], 24_f64);
+    assert_eq!(test_matrix[0][1], 0_f64);
+    assert_eq!(test_matrix[0][2], 0_f64);
+    assert_eq!(test_matrix[0][3], 0_f64);
+
+    assert_eq!(test_matrix[1][0], 0_f64);
+    assert_eq!(test_matrix[1][1], 0_f64);
+    assert_eq!(test_matrix[1][2], -2_f64);
+    assert_eq!(test_matrix[1][3], 2_f64);
+
+    assert_eq!(test_matrix[2][0], 0_f64);
+    assert_eq!(test_matrix[2][1], -2_f64);
+    assert_eq!(test_matrix[2][2], -4_f64);
+    assert_eq!(test_matrix[2][3], -2_f64);
+
+    assert_eq!(test_matrix[3][0], 0_f64);
+    assert_eq!(test_matrix[3][1], 2_f64);
+    assert_eq!(test_matrix[3][2], -2_f64);
+    assert_eq!(test_matrix[3][3], 0_f64);
 }

src/lib.rs

@@ -14,6 +14,8 @@ extern crate test;
 pub mod hash;
 pub mod cache;
 
+use std::collections::{HashMap, LinkedList};
+use std::boxed::Box;
 use std::path::Path;
 use std::ffi::CStr;
 use cache::Cache;
@@ -80,6 +82,50 @@ impl<'a> PIHash<'a> {
                                   &hash::HashType::PHash,
                                   &self.cache)
     }
+
+    pub fn get_all_similar_images(&self, images: &[&Path]) -> Option<HashMap<&Path, &Path>> {
+        for image in images {
+            println!("Test Path -> {}", image.to_str().unwrap());
+        }
+        None
+    }
+
+    pub fn get_similar_images(&self,
+                              base_image: &Path,
+                              images: &'a [&Path])
+                              -> Option<LinkedList<&Path>> {
+        //let similar_images = LinkedList::new();
+        let similar_images = images
+            .iter()
+            .filter(|image| self.are_similar_images(&base_image, &image, None))
+            .map(|&x| x)
+            .collect::<LinkedList<&Path>>();
+        Some(similar_images)
+    }
+
+    pub fn are_similar_images(&self,
+                              first: &Path,
+                              second: &Path,
+                              sensitivity: Option<u64>)
+                              -> bool {
+        let threshold = match sensitivity {
+            Some(value) => value,
+            None => 4,
+        };
+
+        let first_pihash = self.get_phashes(first);
+        let second_pihash = self.get_phashes(second);
+        if hash::calculate_hamming_distance(first_pihash.ahash, second_pihash.ahash) <= threshold {
+            if hash::calculate_hamming_distance(first_pihash.dhash, second_pihash.dhash) <=
+                threshold {
+                if hash::calculate_hamming_distance(first_pihash.phash, second_pihash.phash) <=
+                    threshold {
+                    return true;
+                }
+            }
+        }
+        return false;
+    }
 }
 
 /**
@@ -182,7 +228,6 @@ fn to_hex_string(bytes: &[u8]) -> String {
 //
 #[cfg(test)]
 mod tests {
-
     use std::fs;
     use std::path::Path;
     use hash;
@@ -255,6 +300,38 @@ mod tests {
         }
     }
 
+    #[test]
+    fn test_confirm_get_similar_images() {
+        let lib = PIHash::new(Some(cache::DEFAULT_CACHE_DIR));
+        let sample_01_base_image = &Path::new("./test_images/sample_01_large.jpg");
+        let sample_01_images: [&Path; 2] = [&Path::new("./test_images/sample_01_medium.jpg"),
+            &Path::new("./test_images/sample_01_small.jpg")];
+        let sample_01_results = lib.get_similar_images(&sample_01_base_image, &sample_01_images)
+            .unwrap();
+        assert_eq!(sample_01_results.len(), 2);
+
+        let sample_02_base_image = &Path::new("./test_images/sample_02_large.jpg");
+        let sample_02_images: [&Path; 2] = [&Path::new("./test_images/sample_02_medium.jpg"),
+            &Path::new("./test_images/sample_02_small.jpg")];
+        let sample_02_results = lib.get_similar_images(&sample_02_base_image, &sample_02_images)
+            .unwrap();
+        assert_eq!(sample_02_results.len(), 2);
+
+        let sample_03_base_image = &Path::new("./test_images/sample_03_large.jpg");
+        let sample_03_images: [&Path; 2] = [&Path::new("./test_images/sample_03_medium.jpg"),
+            &Path::new("./test_images/sample_03_small.jpg")];
+        let sample_03_results = lib.get_similar_images(&sample_03_base_image, &sample_03_images)
+            .unwrap();
+        assert_eq!(sample_03_results.len(), 2);
+
+        let sample_04_base_image = &Path::new("./test_images/sample_04_large.jpg");
+        let sample_04_images: [&Path; 2] = [&Path::new("./test_images/sample_04_medium.jpg"),
+            &Path::new("./test_images/sample_04_small.jpg")];
+        let sample_04_results = lib.get_similar_images(&sample_04_base_image, &sample_04_images)
+            .unwrap();
+        assert_eq!(sample_04_results.len(), 2);
+    }
+
     #[test]
     fn test_confirm_ahash_results() {
         // Prep_library
@@ -262,8 +339,8 @@ mod tests {
 
         // Sample_01 tests
         let sample_01_images: [&Path; 3] = [&Path::new("./test_images/sample_01_large.jpg"),
-                                            &Path::new("./test_images/sample_01_medium.jpg"),
-                                            &Path::new("./test_images/sample_01_small.jpg")];
+            &Path::new("./test_images/sample_01_medium.jpg"),
+            &Path::new("./test_images/sample_01_small.jpg")];
         let sample_01_hashes: [u64; 3] = [857051991849750, 857051991849750, 857051992374038];
         test_imageset_hash(hash::HashType::AHash,
                            hash::Precision::Medium,
@@ -274,11 +351,11 @@ mod tests {
 
         // Sample_02 tests
         let sample_02_images: [&Path; 3] = [&Path::new("./test_images/sample_02_large.jpg"),
-                                            &Path::new("./test_images/sample_02_medium.jpg"),
-                                            &Path::new("./test_images/sample_02_small.jpg")];
+            &Path::new("./test_images/sample_02_medium.jpg"),
+            &Path::new("./test_images/sample_02_small.jpg")];
         let sample_02_hashes: [u64; 3] = [18446744073441116160,
-                                          18446744073441116160,
-                                          18446744073441116160];
+            18446744073441116160,
+            18446744073441116160];
         test_imageset_hash(hash::HashType::AHash,
                            hash::Precision::Medium,
                            1u64,
@@ -288,8 +365,8 @@ mod tests {
 
         // Sample_03 tests
         let sample_03_images: [&Path; 3] = [&Path::new("./test_images/sample_03_large.jpg"),
-                                            &Path::new("./test_images/sample_03_medium.jpg"),
-                                            &Path::new("./test_images/sample_03_small.jpg")];
+            &Path::new("./test_images/sample_03_medium.jpg"),
+            &Path::new("./test_images/sample_03_small.jpg")];
         let sample_03_hashes: [u64; 3] =
             [135670932300497406, 135670932300497406, 135670932300497406];
         test_imageset_hash(hash::HashType::AHash,
@@ -301,11 +378,11 @@ mod tests {
 
         // Sample_04 tests
         let sample_04_images: [&Path; 3] = [&Path::new("./test_images/sample_04_large.jpg"),
-                                            &Path::new("./test_images/sample_04_medium.jpg"),
-                                            &Path::new("./test_images/sample_04_small.jpg")];
+            &Path::new("./test_images/sample_04_medium.jpg"),
+            &Path::new("./test_images/sample_04_small.jpg")];
         let sample_04_hashes: [u64; 3] = [18446460933090836480,
-                                          18446460933090836480,
-                                          18446460933090836480];
+            18446460933090836480,
+            18446460933090836480];
         test_imageset_hash(hash::HashType::AHash,
                            hash::Precision::Medium,
                            1u64,
@@ -324,11 +401,11 @@ mod tests {
 
         // Sample_01 tests
         let sample_01_images: [&Path; 3] = [&Path::new("./test_images/sample_01_large.jpg"),
-                                            &Path::new("./test_images/sample_01_medium.jpg"),
-                                            &Path::new("./test_images/sample_01_small.jpg")];
+            &Path::new("./test_images/sample_01_medium.jpg"),
+            &Path::new("./test_images/sample_01_small.jpg")];
         let sample_01_hashes: [u64; 3] = [7937395827556495926,
-                                          7937395827556495926,
-                                          7939647627370181174];
+            7937395827556495926,
+            7939647627370181174];
         test_imageset_hash(hash::HashType::DHash,
                            hash::Precision::Medium,
                            1u64,
@@ -338,11 +415,11 @@ mod tests {
 
         // Sample_02 tests
         let sample_02_images: [&Path; 3] = [&Path::new("./test_images/sample_02_large.jpg"),
-                                            &Path::new("./test_images/sample_02_medium.jpg"),
-                                            &Path::new("./test_images/sample_02_small.jpg")];
+            &Path::new("./test_images/sample_02_medium.jpg"),
+            &Path::new("./test_images/sample_02_small.jpg")];
         let sample_02_hashes: [u64; 3] = [11018273919551199541,
-                                          11009266719759587637,
-                                          11009847262435924277];
+            11009266719759587637,
+            11009847262435924277];
         test_imageset_hash(hash::HashType::DHash,
                            hash::Precision::Medium,
                            3u64,
@@ -352,8 +429,8 @@ mod tests {
 
         // Sample_03 tests
         let sample_03_images: [&Path; 3] = [&Path::new("./test_images/sample_03_large.jpg"),
-                                            &Path::new("./test_images/sample_03_medium.jpg"),
-                                            &Path::new("./test_images/sample_03_small.jpg")];
+            &Path::new("./test_images/sample_03_medium.jpg"),
+            &Path::new("./test_images/sample_03_small.jpg")];
         let sample_03_hashes: [u64; 3] =
             [262683193365159876, 225528496439353284, 225528496435158982];
         test_imageset_hash(hash::HashType::DHash,
@@ -365,11 +442,11 @@ mod tests {
 
         // Sample_04 tests
         let sample_04_images: [&Path; 3] = [&Path::new("./test_images/sample_04_large.jpg"),
-                                            &Path::new("./test_images/sample_04_medium.jpg"),
-                                            &Path::new("./test_images/sample_04_small.jpg")];
+            &Path::new("./test_images/sample_04_medium.jpg"),
+            &Path::new("./test_images/sample_04_small.jpg")];
         let sample_04_hashes: [u64; 3] = [14620651386429567209,
-                                          14620651386429567209,
-                                          14620651386429567209];
+            14620651386429567209,
+            14620651386429567209];
         test_imageset_hash(hash::HashType::DHash,
                            hash::Precision::Medium,
                            1u64,
@@ -388,8 +465,8 @@ mod tests {
 
         // Sample_01 tests
         let sample_01_images: [&Path; 3] = [&Path::new("./test_images/sample_01_large.jpg"),
-                                            &Path::new("./test_images/sample_01_medium.jpg"),
-                                            &Path::new("./test_images/sample_01_small.jpg")];
+            &Path::new("./test_images/sample_01_medium.jpg"),
+            &Path::new("./test_images/sample_01_small.jpg")];
         let sample_01_hashes: [u64; 3] = [72357778504597504, 72357778504597504, 72357778504597504];
         test_imageset_hash(hash::HashType::PHash,
                            hash::Precision::Medium,
@@ -400,11 +477,11 @@ mod tests {
 
         // Sample_02 tests
         let sample_02_images: [&Path; 3] = [&Path::new("./test_images/sample_02_large.jpg"),
-                                            &Path::new("./test_images/sample_02_medium.jpg"),
-                                            &Path::new("./test_images/sample_02_small.jpg")];
+            &Path::new("./test_images/sample_02_medium.jpg"),
+            &Path::new("./test_images/sample_02_small.jpg")];
         let sample_02_hashes: [u64; 3] = [5332332327550844928,
-                                          5332332327550844928,
-                                          5332332327550844928];
+            5332332327550844928,
+            5332332327550844928];
         test_imageset_hash(hash::HashType::PHash,
                            hash::Precision::Medium,
                            0u64,
@@ -414,11 +491,11 @@ mod tests {
 
         // Sample_03 tests
         let sample_03_images: [&Path; 3] = [&Path::new("./test_images/sample_03_large.jpg"),
-                                            &Path::new("./test_images/sample_03_medium.jpg"),
-                                            &Path::new("./test_images/sample_03_small.jpg")];
+            &Path::new("./test_images/sample_03_medium.jpg"),
+            &Path::new("./test_images/sample_03_small.jpg")];
         let sample_03_hashes: [u64; 3] = [6917529027641081856,
-                                          6917529027641081856,
-                                          6917529027641081856];
+            6917529027641081856,
+            6917529027641081856];
         test_imageset_hash(hash::HashType::PHash,
                            hash::Precision::Medium,
                            0u64,
@@ -428,11 +505,11 @@ mod tests {
 
         // Sample_04 tests
         let sample_04_images: [&Path; 3] = [&Path::new("./test_images/sample_04_large.jpg"),
-                                            &Path::new("./test_images/sample_04_medium.jpg"),
-                                            &Path::new("./test_images/sample_04_small.jpg")];
+            &Path::new("./test_images/sample_04_medium.jpg"),
+            &Path::new("./test_images/sample_04_small.jpg")];
         let sample_04_hashes: [u64; 3] = [10997931646002397184,
-                                          10997931646002397184,
-                                          10997931646002397184];
+            10997931646002397184,
+            10997931646002397184];
         test_imageset_hash(hash::HashType::PHash,
                            hash::Precision::Medium,
                            0u64,
@@ -451,17 +528,17 @@ mod tests {
         let lib = PIHash::new(Some(cache::DEFAULT_CACHE_DIR));
 
         // Setup the caches to make sure we're good to properly bench
-        // All phashes so that the matricies are pulled from cache as well
+        // All phashes so that the matrices are pulled from cache as well
         lib.get_perceptual_hash(&Path::new("./test_images/sample_01_large.jpg"),
                                 &hash::Precision::Medium,
                                 &hash::HashType::PHash);
 
         bench.iter(|| {
-                       // Sample_01 Bench
-                       lib.get_perceptual_hash(&Path::new("./test_images/sample_01_large.jpg"),
-                                               &hash::Precision::Medium,
-                                               &hash::HashType::PHash);
-                   })
+            // Sample_01 Bench
+            lib.get_perceptual_hash(&Path::new("./test_images/sample_01_large.jpg"),
+                                    &hash::Precision::Medium,
+                                    &hash::HashType::PHash);
+        })
     }
 
     #[cfg(feature = "bench")]
@@ -471,10 +548,10 @@ mod tests {
         let lib = PIHash::new(None);
 
         bench.iter(|| {
-                       // Sample_01 Bench
-                       lib.get_perceptual_hash(&Path::new("./test_images/sample_01_large.jpg"),
-                                               &hash::Precision::Medium,
-                                               &hash::HashType::PHash);
-                   })
+            // Sample_01 Bench
+            lib.get_perceptual_hash(&Path::new("./test_images/sample_01_large.jpg"),
+                                    &hash::Precision::Medium,
+                                    &hash::HashType::PHash);
+        })
     }
 }

src/main.rs

@@ -82,7 +82,6 @@ fn main() {
         for similar_image in similar_images {
             println!("{}", similar_image);
         }
-
     } else {
         let image_path = Path::new(&args.arg_path);
         let hashes = get_requested_perceptual_hashes(&lib, &image_path, &args);
@@ -102,7 +101,7 @@ fn main() {
 
 fn flags_get_all_perceptual_hashes(args: &Args) -> bool {
     (args.flag_ahash && args.flag_dhash && args.flag_phash) ||
-    (!args.flag_ahash && !args.flag_dhash && !args.flag_phash)
+        (!args.flag_ahash && !args.flag_dhash && !args.flag_phash)
 }
 
 fn get_requested_perceptual_hashes<'a>(lib: &pihash::PIHash,
@@ -129,8 +128,8 @@ fn get_requested_perceptual_hashes<'a>(lib: &pihash::PIHash,
 
     pihash::hash::PerceptualHashes {
         orig_path: image_path.to_str().unwrap(),
-        ahash: ahash,
-        dhash: dhash,
-        phash: phash,
+        ahash,
+        dhash,
+        phash,
     }
 }