use crate::core::traits::{CompressionStrategy, CompressionError, CompressionMetadata, CompressionStats};
use crate::core::pattern_engine::{PatternEngine, PatternConfig, FixedPatternConfig, CompressionBackend};
use crate::algorithms::enhanced_ctw::{EnhancedCTW, DataCharacteristics};
use crate::algorithms::multi_pass::MultiPassCompressor;
use serde::{Serialize, Deserialize};
pub struct PracticalMaxCompression {
pattern_engine: PatternEngine,
enhanced_ctw: EnhancedCTW,
multi_pass: MultiPassCompressor,
stats: CompressionStats,
config: PracticalMaxConfig,
}
#[derive(Debug, Clone)]
pub struct PracticalMaxConfig {
pub use_patterns: bool,
pub use_multi_pass: bool,
pub max_passes: usize,
pub ctw_depth: usize,
pub max_patterns: usize,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
struct CompressedPackage {
version: u8,
pattern_data: Option<Vec<u8>>,
compressed_data: Vec<u8>,
metadata: PackageMetadata,
}
#[derive(Debug, Clone, Serialize, Deserialize)]
struct PackageMetadata {
original_size: usize,
compressed_size: usize,
compression_time_ns: u64,
passes_used: usize,
patterns_used: usize,
}
impl PracticalMaxCompression {
pub fn new() -> Self {
let config = PracticalMaxConfig::default();
let pattern_config = PatternConfig {
fixed_patterns: vec![
FixedPatternConfig {
name: "signature".to_string(),
size: 64,
marker: 0xFE,
max_count: 255,
skip_zeros: true,
description: "64-byte blockchain signatures".to_string(),
},
FixedPatternConfig {
name: "account".to_string(),
size: 32,
marker: 0xFD,
max_count: 255,
skip_zeros: true,
description: "32-byte account addresses".to_string(),
},
FixedPatternConfig {
name: "amount".to_string(),
size: 8,
marker: 0xFC,
max_count: 255,
skip_zeros: true,
description: "8-byte amounts".to_string(),
},
],
variable_patterns: vec![],
max_patterns: config.max_patterns,
min_usage_threshold: 2,
auto_optimize: true,
backend: if cfg!(feature = "deflate") {
CompressionBackend::Deflate { level: 9 }
} else if cfg!(feature = "lz4") {
CompressionBackend::Lz4 { acceleration: 1 }
} else if cfg!(feature = "zstd") {
CompressionBackend::Zstd { level: 19 }
} else {
CompressionBackend::None
},
};
let pattern_engine = PatternEngine::new(pattern_config);
let enhanced_ctw = EnhancedCTW::with_config(config.ctw_depth, 0.5, 0.5);
let multi_pass = MultiPassCompressor::with_config(config.max_passes, 0.05);
Self {
pattern_engine,
enhanced_ctw,
multi_pass,
stats: CompressionStats::new(),
config,
}
}
pub fn with_config(config: PracticalMaxConfig) -> Self {
let mut compressor = Self::new();
compressor.config = config;
compressor
}
pub fn compress_block_data(&mut self, data: &[u8]) -> Result<Vec<u8>, CompressionError> {
let start_time = std::time::Instant::now();
log::info!("PRACTICAL MAX COMPRESSION: {} bytes", data.len());
let characteristics = self.enhanced_ctw.analyze_data(data);
log::info!(
"Data analysis: Entropy={:.3}, Patterns={:.3}, Repetition={:.3}",
characteristics.entropy,
characteristics.pattern_density,
characteristics.repetition_factor
);
let mut current_data = data.to_vec();
let mut passes_used = 0;
let mut patterns_used = 0;
if self.config.use_patterns {
current_data = self.apply_blockchain_patterns(¤t_data)?;
patterns_used = self.pattern_engine.pattern_count();
let pattern_ratio = data.len() as f32 / current_data.len() as f32;
log::info!(
"Pattern replacement: {:.2}:1 ({} -> {} bytes)",
pattern_ratio,
data.len(),
current_data.len()
);
}
if self.config.use_multi_pass {
current_data = self.multi_pass.compress(¤t_data)?;
passes_used = self.config.max_passes;
}
self.enhanced_ctw.adjust_parameters(&characteristics);
let final_compressed = self.enhanced_ctw.compress(¤t_data)?;
let package = CompressedPackage {
version: 0x03, pattern_data: if self.config.use_patterns {
Some(self.serialize_pattern_state()?)
} else {
None
},
compressed_data: final_compressed,
metadata: PackageMetadata {
original_size: data.len(),
compressed_size: current_data.len(),
compression_time_ns: start_time.elapsed().as_nanos() as u64,
passes_used,
patterns_used,
},
};
let final_result = self.serialize_package(&package)?;
let total_ratio = data.len() as f32 / final_result.len() as f32;
let compression_time = start_time.elapsed().as_nanos() as u64;
self.stats.record_compression(data.len(), final_result.len(), compression_time);
log::info!(
"FINAL RESULT: {:.2}:1 compression ({} -> {} bytes) in {:?}",
total_ratio,
data.len(),
final_result.len(),
start_time.elapsed()
);
Ok(final_result)
}
pub fn decompress_block_data(&self, data: &[u8]) -> Result<Vec<u8>, CompressionError> {
if data.is_empty() {
return Err(CompressionError::InvalidFormat);
}
let package = self.deserialize_package(data)?;
match package.version {
0x03 => self.decompress_v3_full(&package),
_ => Err(CompressionError::UnsupportedVersion {
version: format!("0x{:02x}", package.version),
}),
}
}
fn decompress_v3_full(&self, package: &CompressedPackage) -> Result<Vec<u8>, CompressionError> {
let ctw_decompressed = self.enhanced_ctw.decompress(&package.compressed_data)?;
let mut current_data = ctw_decompressed;
if package.metadata.passes_used > 0 {
}
if let Some(ref pattern_data) = package.pattern_data {
current_data = self.reconstruct_patterns(¤t_data, pattern_data)?;
}
Ok(current_data)
}
fn apply_blockchain_patterns(&mut self, data: &[u8]) -> Result<Vec<u8>, CompressionError> {
self.pattern_engine.compress(data)
}
fn reconstruct_patterns(&self, data: &[u8], _pattern_data: &[u8]) -> Result<Vec<u8>, CompressionError> {
self.pattern_engine.decompress(data)
}
fn serialize_pattern_state(&self) -> Result<Vec<u8>, CompressionError> {
Ok(Vec::new())
}
fn serialize_package(&self, package: &CompressedPackage) -> Result<Vec<u8>, CompressionError> {
bincode::serialize(package)
.map_err(|e| CompressionError::Serialization(e.to_string()))
}
fn deserialize_package(&self, data: &[u8]) -> Result<CompressedPackage, CompressionError> {
bincode::deserialize(data)
.map_err(|e| CompressionError::Serialization(e.to_string()))
}
pub fn get_stats(&self) -> &CompressionStats {
&self.stats
}
pub fn get_best_compression_ratio(&self) -> f64 {
self.stats.best_ratio
}
pub fn reset_state(&mut self) {
self.pattern_engine.reset();
self.enhanced_ctw.reset();
self.multi_pass.reset();
self.stats = CompressionStats::new();
}
}
impl CompressionStrategy for PracticalMaxCompression {
type Error = CompressionError;
fn compress(&mut self, data: &[u8]) -> Result<Vec<u8>, Self::Error> {
self.compress_block_data(data)
}
fn decompress(&self, data: &[u8]) -> Result<Vec<u8>, Self::Error> {
self.decompress_block_data(data)
}
fn metadata(&self) -> CompressionMetadata {
CompressionMetadata {
name: "Practical Maximum Compression".to_string(),
version: "1.0.0".to_string(),
description: "Maximum practical compression combining all techniques".to_string(),
deterministic: false, memory_usage: std::mem::size_of::<Self>() +
self.pattern_engine.memory_usage() +
std::mem::size_of::<EnhancedCTW>() +
std::mem::size_of::<MultiPassCompressor>(),
domains: vec!["blockchain".to_string(), "solana".to_string()],
}
}
fn stats(&self) -> CompressionStats {
self.stats.clone()
}
fn reset(&mut self) {
self.reset_state();
}
}
impl Default for PracticalMaxConfig {
fn default() -> Self {
Self {
use_patterns: true,
use_multi_pass: false, max_passes: 2,
ctw_depth: 8,
max_patterns: 1000,
}
}
}
impl Default for PracticalMaxCompression {
fn default() -> Self {
Self::new()
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_practical_max_compression() {
let mut compressor = PracticalMaxCompression::new();
let test_data = create_test_blockchain_data();
let compressed = compressor.compress(&test_data).unwrap();
let decompressed = compressor.decompress(&compressed).unwrap();
let ratio = compressor.get_best_compression_ratio();
println!("Practical maximum compression ratio: {:.2}:1", ratio);
assert_eq!(test_data.len(), decompressed.len());
assert!(ratio > 1.5);
}
#[test]
fn test_with_custom_config() {
let config = PracticalMaxConfig {
use_patterns: true,
use_multi_pass: false,
max_passes: 1,
ctw_depth: 4,
max_patterns: 100,
};
let mut compressor = PracticalMaxCompression::with_config(config);
let test_data = b"Test data for custom configuration".repeat(100);
let compressed = compressor.compress(&test_data).unwrap();
assert!(compressed.len() < test_data.len());
}
fn create_test_blockchain_data() -> Vec<u8> {
let mut data = Vec::new();
for i in 0..20 {
data.extend_from_slice(&[(i % 10) as u8; 64]);
data.extend_from_slice(&[(i % 5) as u8; 32]);
data.extend_from_slice(&[((i + 1) % 5) as u8; 32]);
data.extend_from_slice(&[0x02, 0x00, 0x00, 0x00]);
let amount = ((i % 20) as u64 + 1) * 1000000;
data.extend_from_slice(&amount.to_le_bytes());
}
data
}
}