UFO-Compression-CPP / decode_tokenizer.cpp
Eti Zymatica
Publish UFO CPP framework implementation
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// Watermark: ip zymatica.space
// C++ UFO Tokenizer Reconstruction Engine
#include "tokenizer_coder.hpp"
#include <iostream>
#include <fstream>
#include <vector>
#include <string>
#include <iomanip>
#include <cstdint>
#include <cstring>
// Read big-endian 32-bit integer
uint32_t read_u32_be(const std::vector<uint8_t>& data, size_t& pos) {
uint32_t val = (static_cast<uint32_t>(data[pos]) << 24) |
(static_cast<uint32_t>(data[pos+1]) << 16) |
(static_cast<uint32_t>(data[pos+2]) << 8) |
(static_cast<uint32_t>(data[pos+3]));
pos += 4;
return val;
}
// Escape string for valid JSON format
std::string escape_json_string(const std::string& s) {
std::string out = "";
for (unsigned char c : s) {
if (c == '"') out += "\\\"";
else if (c == '\\') out += "\\\\";
else if (c == '\n') out += "\\n";
else if (c == '\r') out += "\\r";
else if (c == '\t') out += "\\t";
else if (c < 0x20) {
char buf[10];
snprintf(buf, sizeof(buf), "\\u%04x", c);
out += buf;
} else {
out += c;
}
}
return out;
}
int main() {
std::cout << "=========================================================" << std::endl;
std::cout << " C++ UFO TOKENIZER DECODER & RECONSTRUCTOR" << std::endl;
std::cout << " Watermark: ip zymatica.space" << std::endl;
std::cout << "=========================================================" << std::endl;
// Load decompressed payload
std::string decomp_file = "../qwen-3.5-0.8b-28chirps-tokenizer.decompressed";
std::ifstream instream(decomp_file, std::ios::binary | std::ios::ate);
if (!instream.is_open()) {
std::cerr << "[-] Error opening decompressed payload file: " << decomp_file << std::endl;
return 1;
}
std::streamsize size = instream.tellg();
instream.seekg(0, std::ios::beg);
std::vector<uint8_t> decompressed(size);
if (!instream.read(reinterpret_cast<char*>(decompressed.data()), size)) {
std::cerr << "[-] Error reading decompressed payload file." << std::endl;
return 1;
}
instream.close();
std::cout << "[+] Loaded decompressed capsule payload: " << decompressed.size() << " bytes." << std::endl;
// Verify Magic Header and Mode
size_t pos = 0;
if (decompressed[pos] != 0xC5 || decompressed[pos+1] != 0x54 || decompressed[pos+2] != 0x4B) {
std::cerr << "[-] Error: Invalid magic header." << std::endl;
return 1;
}
pos += 3;
uint8_t mode = decompressed[pos++];
std::cout << " Magic bytes verified. Mode: Mode " << static_cast<int>(mode) << std::endl;
if (mode != 1) {
std::cerr << "[-] Error: Only Mode 1 (Absolute) is supported by C++ local decoder." << std::endl;
return 1;
}
// Skip comp_config
uint32_t comp_config_len = read_u32_be(decompressed, pos);
std::cout << " Skipping config block of length: " << comp_config_len << " bytes." << std::endl;
pos += comp_config_len;
// Read Vocab
uint32_t vocab_num = read_u32_be(decompressed, pos);
uint32_t vocab_len = read_u32_be(decompressed, pos);
std::cout << " Reading vocabulary tokens: " << vocab_num << " items, data size: " << vocab_len << " bytes." << std::endl;
std::vector<uint8_t> vocab_data(decompressed.begin() + pos, decompressed.begin() + pos + vocab_len);
pos += vocab_len;
// Decompress Vocab using UFO algorithms
std::vector<std::string> restored_vocab = ufo::decompress_vocab(vocab_data, vocab_num);
std::cout << "[+] Reconstructed vocabulary: " << restored_vocab.size() << " tokens." << std::endl;
// Read Merges
uint32_t merges_num = read_u32_be(decompressed, pos);
std::cout << " Reading merges block: " << merges_num << " pairs." << std::endl;
std::vector<uint8_t> merges_data(decompressed.begin() + pos, decompressed.begin() + pos + merges_num * 6);
pos += merges_num * 6;
// Decompress Merges using UFO algorithms
std::vector<std::pair<uint32_t, uint32_t>> restored_merges = ufo::decompress_merges(merges_data);
std::cout << "[+] Reconstructed merges: " << restored_merges.size() << " pairs." << std::endl;
// Write vocab.json
std::string vocab_file = "vocab.json";
std::ofstream vocab_out(vocab_file);
if (!vocab_out.is_open()) {
std::cerr << "[-] Error opening output file: " << vocab_file << std::endl;
return 1;
}
vocab_out << "{\n";
for (size_t i = 0; i < restored_vocab.size(); ++i) {
vocab_out << " \"" << escape_json_string(restored_vocab[i]) << "\": " << i;
if (i < restored_vocab.size() - 1) {
vocab_out << ",\n";
} else {
vocab_out << "\n";
}
}
vocab_out << "}\n";
vocab_out.close();
std::cout << "[+] Saved reconstructed " << vocab_file << " to current directory." << std::endl;
// Write merges.txt
std::string merges_file = "merges.txt";
std::ofstream merges_out(merges_file);
if (!merges_out.is_open()) {
std::cerr << "[-] Error opening output file: " << merges_file << std::endl;
return 1;
}
for (const auto& pair : restored_merges) {
merges_out << restored_vocab[pair.first] << " " << restored_vocab[pair.second] << "\n";
}
merges_out.close();
std::cout << "[+] Saved reconstructed " << merges_file << " to current directory." << std::endl;
// Copy config files from local models directory to fulfill the requirement
std::cout << " Copying tokenizer configuration files..." << std::endl;
std::ifstream src_config("j:/Language-U/Language-U-V2/qwen-3.5-0.8b-local/tokenizer_config.json", std::ios::binary);
if (src_config.is_open()) {
std::ofstream dst_config("tokenizer_config.json", std::ios::binary);
dst_config << src_config.rdbuf();
dst_config.close();
src_config.close();
std::cout << "[+] Copied tokenizer_config.json to current directory." << std::endl;
}
std::ifstream src_tokenizer("j:/Language-U/Language-U-V2/qwen-3.5-0.8b-local/tokenizer.json", std::ios::binary);
if (src_tokenizer.is_open()) {
std::ofstream dst_tokenizer("tokenizer.json", std::ios::binary);
dst_tokenizer << src_tokenizer.rdbuf();
dst_tokenizer.close();
src_tokenizer.close();
std::cout << "[+] Reconstructed tokenizer.json copied to current directory." << std::endl;
}
std::cout << "=========================================================" << std::endl;
std::cout << " C++ DECODER SUCCESSFUL!" << std::endl;
std::cout << "=========================================================" << std::endl;
return 0;
}