Struct PipelineDebugger 

pub struct PipelineDebugger { /* private fields */ }

Comprehensive debugging framework for ML pipeline inspection

Implementations

impl PipelineDebugger

pub fn new() -> Self

Create a new pipeline debugger with default configuration

pub fn with_config(config: DebuggingConfig) -> Self

Create a new pipeline debugger with custom configuration

pub fn start_execution(&self, pipeline_name: &str) -> Result<String>

Start debugging a pipeline execution

pub fn step_start( &self, step_name: &str, step_type: StepType, input_data: ArrayView2<'_, f64>, ) -> Result<String>

Record the start of a pipeline step

pub fn step_complete( &self, step_id: &str, output_data: ArrayView2<'_, f64>, ) -> Result<()>

Record the completion of a pipeline step

pub fn step_error( &self, step_id: &str, error: &SklearsComposeError, ) -> Result<()>

Record an error during pipeline execution

pub fn generate_report(&self) -> Result<DebugReport>

Generate a comprehensive debugging report

pub fn export_debug_info(&self, format: ExportFormat) -> Result<String>

Export debugging information to specified format

impl PipelineDebugger

pub fn for_development() -> Self

Create a debugger optimized for development

pub fn for_production() -> Self

Create a debugger optimized for production monitoring

pub fn debug_transform<F>( &self, step_name: &str, input: ArrayView2<'_, f64>, transform_fn: F, ) -> Result<Array2<f64>>

where F: FnOnce(ArrayView2<'_, f64>) -> Result<Array2<f64>>,

Quick debug of a single transformation step

Trait Implementations

impl Debug for PipelineDebugger

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for PipelineDebugger

fn default() -> Self

Returns the “default value” for a type.