The first version

Cargo.toml

@@ -1,28 +1,36 @@
 [package]
-name = "template-rust-project"
-version = "0.2.3"
-description = "A template for Rust projects"
-repository = "https://github.com/habedi/template-rust-project"
+name = "vq"
+version = "0.1.0"
+description = "A vector quantization library for Rust"
+repository = "https://github.com/habedi/vq"
 license = "MIT OR Apache-2.0"
 readme = "README.md"
-keywords = ["project-template", "rust", "library", "application"]
+keywords = ["vq", "vector-quantization", "clustering", "nearest-neighbor", "data-compression"]
 authors = ["Hassan Abedi <hassan.abedi.t@gmail.com>"]
-homepage = "https://github.com/habedi/template-rust-project"
-documentation = "https://docs.rs/template-rust-project"
+homepage = "https://github.com/habedi/vq"
+documentation = "https://docs.rs/vq"
 #categories = ["development-tools"]
 edition = "2021"
 
 [lib]
-name = "template_rust_project"
+name = "vq"
 path = "src/lib.rs"
 
 [[bin]]
-name = "template-rust-project"
+name = "vq"
 path = "src/main.rs"
 
 [dependencies]
-clap = "4.5.27"
-log = "0.4.25"
 tracing = "0.1.41"
+tracing-subscriber = "0.3.19"
+ctor = "0.2.9"
+rand = "0.9.0"
+half = "2.4.1"
+nalgebra = "0.33.2"
 
-[dev-dependencies]
+[dev-dependencies]
+criterion = { version = "0.5", features = ["html_reports"] }
+
+[[bench]]
+name = "my_benchmarks"
+harness = false

Makefile

@@ -1,8 +1,10 @@
 # Variables
-PKG = github.com/habedi/template-rust-project
+PKG = github.com/habedi/vq
 BINARY_NAME = $(or $(PROJ_BINARY), $(notdir $(PKG)))
 BINARY = target/release/$(BINARY_NAME)
 PATH := /snap/bin:$(PATH)
+CARGO_TERM_COLOR = always
+DEBUG_VQ = 0
 
 # Default target
 .DEFAULT_GOAL := help
@@ -19,22 +21,22 @@ format: ## Format Rust files
 .PHONY: test
 test: format ## Run tests
 	@echo "Running tests..."
-	cargo test -- --nocapture
+	DEBUG_VQ=$(DEBUG_VQ) cargo test -- --nocapture
 
 .PHONY: coverage
 coverage: format ## Generate test coverage report
 	@echo "Generating test coverage report..."
-	cargo tarpaulin --out Xml --out Html
+	DEBUG_VQ=$(DEBUG_VQ) cargo tarpaulin --out Xml --out Html
 
 .PHONY: build
 build: format ## Build the binary for the current platform
 	@echo "Building the project..."
-	cargo build --release
+	DEBUG_VQ=$(DEBUG_VQ) cargo build --release
 
 .PHONY: run
 run: build ## Build and run the binary
 	@echo "Running the $(BINARY) binary..."
-	./$(BINARY)
+	DEBUG_VQ=$(DEBUG_VQ) ./$(BINARY)
 
 .PHONY: clean
 clean: ## Remove generated and temporary files
@@ -54,13 +56,24 @@ install-deps: install-snap ## Install development dependencies
 	@echo "Installing dependencies..."
 	rustup component add rustfmt clippy
 	cargo install cargo-tarpaulin
+	cargo install cargo-audit
 
 .PHONY: lint
 lint: format ## Run linters on Rust files
 	@echo "Linting Rust files..."
-	cargo clippy -- -D warnings
+	DEBUG_VQ=$(DEBUG_VQ) cargo clippy -- -D warnings
 
 .PHONY: publish
 publish: ## Publish the package to crates.io (requires CARGO_REGISTRY_TOKEN to be set)
 	@echo "Publishing the package to Cargo registry..."
-	cargo publish --token $(CARGO_REGISTRY_TOKEN)
+	cargo publish --token $(CARGO_REGISTRY_TOKEN)
+
+.PHONY: bench
+bench: ## Run benchmarks
+	@echo "Running benchmarks..."
+	DEBUG_VQ=$(DEBUG_VQ) cargo bench
+
+.PHONY: audit
+audit: ## Run security audit on Rust dependencies
+	@echo "Running security audit..."
+	cargo audit