# Go Language Support ## Overview AI Distiller provides support for Go (Golang) source code analysis and distillation. The Go processor uses the standard `go/ast` parser to build a comprehensive Abstract Syntax Tree, which is then transformed into a simplified, AI-friendly format. ## Main Constructs Go is a statically typed, compiled language with the following primary constructs: - **Packages**: Organizational units (`package main`) - **Imports**: Dependency management with aliasing support - **Types**: Structs, interfaces, type aliases - **Functions**: Standalone functions and methods with receivers - **Variables/Constants**: Package and function-scoped declarations - **Interfaces**: Behavioral contracts with implicit satisfaction - **Generics**: Type parameters and constraints (Go 1.18+) ## Key Features The Go distiller focuses on extracting the essential structure that helps AI understand: 1. **Type System**: All types are preserved including custom types, built-in types, and generic type parameters 2. **Interface Satisfaction**: Implicit interface implementation relationships (currently limited) 3. **Method Receivers**: Distinction between value and pointer receivers 4. **Visibility**: Uppercase = exported (public), lowercase = unexported (package-private) 5. **Import Aliases**: Support for renamed imports (`import m "math"`) ## Text Format Output The default text format provides a Python-like representation optimized for AI consumption: ``` package main import ( "fmt" m "math" ) type Writer interface Write(p []byte) (int, error) type Logger struct prefix string writer Writer func NewLogger(prefix string) *Logger return &Logger{prefix: prefix} func (l *Logger) Log(message string) fmt.Printf("[%s] %s\n", l.prefix, message) ``` ## Known Issues ### 1. Parameter and Field Grouping **Status**: Expanded in AST **Impact**: Low - Cosmetic difference Grouped parameters and fields are expanded: ```go // Original func Move(x, y int) type Point struct { X, Y int } // Distilled func Move(x int, y int) type Point struct X int Y int ``` ### 2. Single Import Formatting **Status**: Always uses parentheses **Impact**: Low - Cosmetic issue Single imports are formatted with parentheses like multi-imports: ```go // Original import "fmt" // Distilled import ( "fmt" ) ``` ### 3. Implementation Details **Status**: Some simplification **Impact**: Medium - Implementation may differ Complex implementations may be simplified. For example, compound assignments like `+=` might appear as simple assignments. ### 4. Generic Type Parameters **Status**: Basic support **Impact**: Medium - Complex constraints may not be fully preserved Basic generic syntax is supported, but complex type constraints might be simplified. ### 5. CGO Support **Status**: Minimal **Impact**: Low - C code blocks not properly preserved CGO import "C" and associated C code blocks are not handled correctly. ## Examples
Basic Go Constructs
construct_1_basic.go - source
```go // Package basic provides fundamental Go constructs. // It serves as the baseline for parser testing. package basic import ( "fmt" // Standard library import m "math" // Aliased import ) // Global constant Pi, a fundamental value. const Pi = 3.14159 // var block for multiple declarations. var ( // IsEnabled controls a feature. Doc comments for vars are important. IsEnabled = true // UserCount is a package-level counter. UserCount int64 = 100 ) // Add sums two integers. A trivial function. // It tests basic function declaration and parameter parsing. func Add(x int, y int) int { // Line comment on the function signature // A comment inside the function body. z := x + y // Short variable declaration var result = z // Standard variable declaration _ = m.Abs(-1) // Using an aliased import fmt.Println(result) return result } ```
Default compact AI-friendly version (`default output (public only, no implementation)`)
``` package basic import ( "fmt" m "math" ) const Pi = 3.14159 var IsEnabled = true var UserCount int64 = 100 func Add(x int, y int) int ```
Full version (`--public=1 --protected=1 --internal=1 --private=1 --implementation=1`)
``` // Package basic provides fundamental Go constructs. // It serves as the baseline for parser testing. package basic import ( "fmt" // Standard library import m "math" // Aliased import // Global constant Pi, a fundamental value. ) const Pi = 3.14159 // var block for multiple declarations. // IsEnabled controls a feature. Doc comments for vars are important. var IsEnabled = true // UserCount is a package-level counter. var UserCount int64 = 100 // Add sums two integers. A trivial function. // It tests basic function declaration and parameter parsing. func Add(x int, y int) int z := x + y var result = z _ = m.Abs(-1) fmt.Println(result) return result // Line comment on the function signature // A comment inside the function body. // Short variable declaration // Standard variable declaration // Using an aliased import ```
Structs and Methods
construct_2_simple.go - source
```go package simple import "io" // Writer defines a simple interface for writing data. type Writer interface { // Write accepts a byte slice and returns bytes written and an error. Write(p []byte) (n int, err error) } // Data represents a container for a piece of data. // It demonstrates a basic struct with a single field. type Data struct { value string // unexported field } // NewData is a constructor-like function, a common Go idiom. func NewData(v string) *Data { return &Data{value: v} } // ReadValue returns the current value. This is a value receiver method. // It can be called on both Data and *Data types. func (d Data) ReadValue() string { return d.value } // UpdateValue modifies the value. This is a pointer receiver method. // It can only be called on a *Data type. func (d *Data) UpdateValue(v string) { d.value = v } // Ensure Data does not satisfy the io.Writer interface, but we use it // to test how the distiller handles imported interfaces. var _ io.Writer = (*customWriter)(nil) // compile-time check idiom type customWriter struct{} func (cw *customWriter) Write(p []byte) (n int, err error) { return 0, nil } ```
Default compact AI-friendly version
``` package simple import ( "io" ) type Writer interface Write(p []byte) (n int, err error) type Data struct func (d Data) ReadValue() string func (d *Data) UpdateValue(v string) func NewData(v string) *Data ```
Full version
``` package simple import ( "io" ) type Writer interface Write(p []byte) (n int, err error) type Data struct value string func (d Data) ReadValue() string return d.value func (d *Data) UpdateValue(v string) d.value = v var _ io.Writer = (*customWriter)(nil) type customWriter struct func (cw *customWriter) Write(p []byte) (n int, err error) return 0, nil func NewData(v string) *Data return &Data{value: v} ```
Generics and Type Constraints
construct_4_complex.go - source
```go package complex // Number is a constraint that permits any integer or floating-point type. type Number interface { ~int | ~int64 | ~float32 | ~float64 } // Node is a generic struct representing a node in a linked list. type Node[T any] struct { Value T Next *Node[T] } // Map applies a function to each element of a slice, returning a new slice. // This is a generic function with a closure. func Map[T, V any](input []T, f func(T) V) []V { output := make([]V, len(input)) for i, v := range input { output[i] = f(v) } return output } // ProcessNumericChan processes a channel of generic Nodes. // It uses a type constraint. func ProcessNumericChan[T Number](ch <-chan *Node[T]) T { var total T for node := range ch { total += node.Value // This operation is only valid because of the Number constraint. } // This function literal captures 'total' from its surrounding scope. defer func() { println("Final total:", total) }() return total } ```
Default compact AI-friendly version
``` package complex type Number interface ~int | ~int64 | ~float32 | ~float64 type Node[T any] struct Value T Next *Node[T] func Map[T any, V any](input []T, f func(T) V) []V func ProcessNumericChan[T Number](ch <-chan *Node[T]) T ```
## Recent Fixes (2025-06-15) 1. **Generic type parameters** (✅ Fixed) - **Issue**: Generic type parameters were missing from function signatures - **Fix**: Added proper extraction of type parameters from function declarations in AST parser - **Impact**: Generics now properly displayed for functions like `Map[T any, V any]` 2. **Method association** (✅ Fixed) - **Issue**: Methods were displayed separately from their types - **Fix**: Implemented two-pass processing to properly associate methods with types - **Impact**: Methods now correctly nested under their receiver types ## Usage Notes 1. **Visibility Rules**: Go's visibility is determined by the first character of identifiers: - Uppercase first letter = Exported (public) - Lowercase first letter = Unexported (package-private) 2. **Import Organization**: The distiller preserves import grouping and formatting. 3. **Generic Support**: Full support for Go 1.18+ generics including type parameters, constraints, and type inference. 4. **Best Practices**: - Use appropriate visibility flags to focus on public API - The text format provides the most compact representation for AI consumption - Being aware that methods may appear as standalone functions ## Future Improvements The following improvements are planned: 1. **Parameter Grouping**: Preserve original parameter grouping syntax 2. **Import Formatting**: Distinguish between single and multi-import blocks 3. **Generic Type Parameters**: Complete support for complex generic constraints 4. **CGO Support**: Handle C code blocks in CGO files 5. **Implementation Accuracy**: Preserve exact implementation details ## Technical Implementation The Go processor uses: - **Parser**: Standard `go/parser` with `ParseComments` mode - **AST Processing**: Native `go/ast` traversal - **Type Analysis**: Basic visibility detection based on naming conventions - **Formatter**: Custom text formatter with Go-specific syntax rules The implementation follows a two-pass approach: 1. First pass: Collect types and functions 2. Second pass: Associate methods with their receiver types 3. Third pass: Analyze interface satisfaction 4. Fourth pass: Extract and position comments For more details, see the implementation in `internal/language/golang/`.