An advanced, production-ready lossless data compression platform built in Python. This utility features a dual-engine core: a custom algorithmic Huffman Coding Engine constructed from scratch using optimized Binary Trees and Min-Heap Priority Queues, alongside an automated Heuristic Routing Matrix that samples live file telemetry data to auto-allocate the absolute best modern storage codec (zstd, brotli, lzma, gzip) in real-time.
The platform dynamically inspects incoming data payloads using mathematical entropy metrics before routing them through the compression stream to eliminate processing overhead and maximize storage efficiency:
[INPUT FILE] ───> [Telemetry Profiling & Shannon Entropy Check] ───> [Strategy Router]
│
┌─────────────────────────────────────────────────────────────────┘
▼
├──> [Strategy: Custom Huffman Engine] ──> Min-Heap Node Merging ──> Bit-Packing Stream Out
└──> [Strategy: Enterprise Codecs] ───> Fixed Buffer Chunk I/O ───> Automated Metadata DFC Manifest