diff --git a/Language-U-Browser.LLM b/Language-U-Browser.LLM index f6594f3b939372fb206c8521689df75c9f15be1a..7ffe8278ae4e6cc010fadee1c9429d55c68b244e 100644 Binary files a/Language-U-Browser.LLM and b/Language-U-Browser.LLM differ diff --git a/VerifyLanguageU.java b/VerifyLanguageU.java index 4152c395549981e0737f4df620594c3bea183c65..5b46ac480b6c0ceb196d8d68b4f71d385ef65462 100644 --- a/VerifyLanguageU.java +++ b/VerifyLanguageU.java @@ -1,342 +1,347 @@ -// ZYMATICA | Language-U Cross-Language Verification Engine (Java) -// Watermark: ip zymatica.space | astronautshe.com - -import java.io.File; -import java.io.FileInputStream; -import java.io.IOException; -import java.util.ArrayList; -import java.util.List; - -public class VerifyLanguageU { - - static class SparseTransition { - long key; - int sym; - long count; - SparseTransition(long key, int sym, long count) { - this.key = key; - this.sym = sym; - this.count = count; - } - } - - static class RadicalPredictor { - long alpha; - long weight; - List transRC = new ArrayList<>(); - List transRF = new ArrayList<>(); - List transRA = new ArrayList<>(); - int prevRC = 0; - int prevRF = 0; - int prevRA = 0; - - RadicalPredictor(long alpha, long weight) { - this.alpha = alpha; - this.weight = weight; - } - - void observe(int rc, int rf, int ra) { - long keyRC = prevRC; - boolean found = false; - for (SparseTransition entry : transRC) { - if (entry.key == keyRC && entry.sym == rc) { - entry.count += weight; - found = true; - break; - } - } - if (!found && transRC.size() < 256) { - transRC.add(new SparseTransition(keyRC, rc, weight)); - } - - long keyRF = ((long)rc << 8) | prevRF; - found = false; - for (SparseTransition entry : transRF) { - if (entry.key == keyRF && entry.sym == rf) { - entry.count += weight; - found = true; - break; - } - } - if (!found && transRF.size() < 256) { - transRF.add(new SparseTransition(keyRF, rf, weight)); - } - - long keyRA = ((long)rc << 16) | ((long)rf << 8) | prevRA; - found = false; - for (SparseTransition entry : transRA) { - if (entry.key == keyRA && entry.sym == ra) { - entry.count += weight; - found = true; - break; - } - } - if (!found && transRA.size() < 256) { - transRA.add(new SparseTransition(keyRA, ra, weight)); - } - - prevRC = rc; - prevRF = rf; - prevRA = ra; - } - - long[] getCumFreqsRC(int prevRC) { - long[] freqs = new long[256]; - for (int i = 0; i < 256; i++) freqs[i] = alpha; - for (SparseTransition entry : transRC) { - if (entry.key == prevRC) { - freqs[entry.sym] += entry.count; - } - } - long[] cumFreqs = new long[257]; - for (int i = 0; i < 256; i++) { - cumFreqs[i + 1] = cumFreqs[i] + freqs[i]; - } - return cumFreqs; - } - - long[] getCumFreqsRF(int currRC, int prevRF) { - long[] freqs = new long[256]; - for (int i = 0; i < 256; i++) freqs[i] = alpha; - long key = ((long)currRC << 8) | prevRF; - for (SparseTransition entry : transRF) { - if (entry.key == key) { - freqs[entry.sym] += entry.count; - } - } - long[] cumFreqs = new long[257]; - for (int i = 0; i < 256; i++) { - cumFreqs[i + 1] = cumFreqs[i] + freqs[i]; - } - return cumFreqs; - } - - long[] getCumFreqsRA(int currRC, int currRF, int prevRA) { - long[] freqs = new long[256]; - for (int i = 0; i < 256; i++) freqs[i] = alpha; - long key = ((long)currRC << 16) | ((long)currRF << 8) | prevRA; - for (SparseTransition entry : transRA) { - if (entry.key == key) { - freqs[entry.sym] += entry.count; - } - } - long[] cumFreqs = new long[257]; - for (int i = 0; i < 256; i++) { - cumFreqs[i + 1] = cumFreqs[i] + freqs[i]; - } - return cumFreqs; - } - } - - static class BitReader { - byte[] buffer; - int bitIndex = 0; - int totalBits; - - BitReader(byte[] buffer) { - this.buffer = buffer; - this.totalBits = buffer.length * 8; - } - - int readBit() { - if (bitIndex >= totalBits) return 0; - int bytePos = bitIndex / 8; - int bitPos = 7 - (bitIndex % 8); - int bit = (buffer[bytePos] >> bitPos) & 1; - bitIndex++; - return bit; - } - } - - static class ConceptRadicals { - int rc, rf, ra; - ConceptRadicals(int rc, int rf, int ra) { - this.rc = rc; this.rf = rf; this.ra = ra; - } - } - - static int readVarint(byte[] data, int[] state) { - int val = 0; - int shift = 0; - while (true) { - if (state[0] >= data.length) break; - int b = data[state[0]] & 0xFF; - state[0]++; - val |= (b & 0x7F) << shift; - if ((b & 0x80) == 0) break; - shift += 7; - } - return val; - } - - static List decompressVocab(byte[] data, int numTokens) { - List tokens = new ArrayList<>(); - int[] state = {0}; - String prev = ""; - for (int i = 0; i < numTokens; i++) { - if (state[0] >= data.length) break; - int common = readVarint(data, state); - int suffixLen = readVarint(data, state); - byte[] suffixBytes = new byte[suffixLen]; - System.arraycopy(data, state[0], suffixBytes, 0, suffixLen); - state[0] += suffixLen; - - String suffix = new String(suffixBytes); - String token = prev.substring(0, Math.min(common, prev.length())) + suffix; - tokens.add(token); - prev = token; - } - return tokens; - } - - static List decode(byte[] encodedBytes, int numConcepts, long alpha, long weight) { - RadicalPredictor pred = new RadicalPredictor(alpha, weight); - BitReader r = new BitReader(encodedBytes); - - long value = 0; - for (int i = 0; i < 32; i++) { - value = (value << 1) | r.readBit(); - } - - long low = 0; - long high = 0xFFFFFFFFL; - List decoded = new ArrayList<>(); - - for (int cIdx = 0; cIdx < numConcepts; cIdx++) { - int prevRC = pred.prevRC; - int prevRF = pred.prevRF; - int prevRA = pred.prevRA; - int[] symbols = new int[3]; - - for (int step = 0; step < 3; step++) { - long[] cumFreqs; - if (step == 0) { - cumFreqs = pred.getCumFreqsRC(prevRC); - } else if (step == 1) { - cumFreqs = pred.getCumFreqsRF(symbols[0], prevRF); - } else { - cumFreqs = pred.getCumFreqsRA(symbols[0], symbols[1], prevRA); - } - - long total = cumFreqs[256]; - long rangeWidth = high - low + 1; - long scaledVal = (((value - low) + 1) * total - 1) / rangeWidth; - - int sym = 0; - int lIdx = 0, rIdx = 255; - while (lIdx <= rIdx) { - int mIdx = (lIdx + rIdx) / 2; - if (cumFreqs[mIdx] <= scaledVal && scaledVal < cumFreqs[mIdx + 1]) { - sym = mIdx; - break; - } else if (scaledVal >= cumFreqs[mIdx + 1]) { - lIdx = mIdx + 1; - } else { - rIdx = mIdx - 1; - } - } - - symbols[step] = sym; - long cumLow = cumFreqs[sym]; - long cumHigh = cumFreqs[sym + 1]; - - high = low + (rangeWidth * cumHigh) / total - 1; - low = low + (rangeWidth * cumLow) / total; - - while (true) { - if (high < 0x80000000L) { - low <<= 1; - high = (high << 1) | 1; - value = (value << 1) | r.readBit(); - } else if (low >= 0x80000000L) { - low = (low - 0x80000000L) << 1; - high = ((high - 0x80000000L) << 1) | 1; - value = ((value - 0x80000000L) << 1) | r.readBit(); - } else if (low >= 0x40000000L && high < 0xC0000000L) { - low = (low - 0x40000000L) << 1; - high = ((high - 0x40000000L) << 1) | 1; - value = ((value - 0x40000000L) << 1) | r.readBit(); - } else { - break; - } - low &= 0xFFFFFFFFL; - high &= 0xFFFFFFFFL; - value &= 0xFFFFFFFFL; - } - } - - decoded.add(new ConceptRadicals(symbols[0], symbols[1], symbols[2])); - pred.observe(symbols[0], symbols[1], symbols[2]); - } - return decoded; - } - - public static void main(String[] args) throws IOException { - System.out.println("======================================================================"); - System.out.println("ZYMATICA | Cross-Language Java Decompressor & Range-Decoder"); - System.out.println("======================================================================\n"); - - File namesFile = new File("frameworks_names.bin"); - File coordsFile = new File("frameworks_coordinates.bin"); - - if (!namesFile.exists() || !coordsFile.exists()) { - System.err.println("[!] Error: Binary transport files not found. Run run_ultimate_pipeline.py first."); - System.exit(1); - } - - // 1. Read names binary - byte[] namesBytes = new byte[(int) namesFile.length()]; - try (FileInputStream fis = new FileInputStream(namesFile)) { - fis.read(namesBytes); - } - - // 2. Read coordinates binary - byte[] coordsBytes = new byte[(int) coordsFile.length()]; - try (FileInputStream fis = new FileInputStream(coordsFile)) { - fis.read(coordsBytes); - } - - // 3. Decompress vocabulary names - List names = decompressVocab(namesBytes, 49); - System.out.println("[1] Java Vocab Decompression: SUCCESS (" + names.size() + " names restored)."); - - // 4. Formulate expected radicals based on the same rules - List expected = new ArrayList<>(); - for (String name : names) { - int domain = 1; - String lower = name.toLowerCase(); - if (lower.contains("pixi") || lower.contains("phaser") || lower.contains("away") || lower.contains("p5")) { - domain = 2; - } else if (lower.contains("scenejs") || lower.contains("glam") || lower.contains("deck") || lower.contains("cesium") || lower.contains("luma") || lower.contains("philo")) { - domain = 7; - } - int rc = (domain << 4) | 2; - int rf = (1 << 4) | 2; - int ra = (15 << 4) | 12; - expected.add(new ConceptRadicals(rc, rf, ra)); - } - - // 5. Decode radicals using Yang range decoder in Java - List decoded = decode(coordsBytes, 49, 1, 128); - System.out.println("[2] Java Yang Range Decoder execution: SUCCESS."); - - // 6. Assert exact equivalence (dynamic validation) - boolean match = true; - for (int i = 0; i < 49; i++) { - ConceptRadicals exp = expected.get(i); - ConceptRadicals dec = decoded.get(i); - if (exp.rc != dec.rc || exp.rf != dec.rf || exp.ra != dec.ra) { - System.err.println("[!] Mismatch at index " + i + " (" + names.get(i) + "): Expected RC=" + exp.rc + ", RF=" + exp.rf + ", RA=" + exp.ra + " | Decoded RC=" + dec.rc + ", RF=" + dec.rf + ", RA=" + dec.ra); - match = false; - break; - } - } - - if (match) { - System.out.println("\n[SUCCESS] Java range-decoder verification: 100% MATCH!"); - } else { - System.err.println("\n[ERROR] Java dynamic coordinate check failed!"); - System.exit(1); - } - } -} +// ZYMATICA | Language-U Cross-Language Verification Engine (Java) +// Watermark: ip zymatica.space | astronautshe.com + +import java.io.File; +import java.io.FileInputStream; +import java.io.IOException; +import java.util.ArrayList; +import java.util.List; + +public class VerifyLanguageU { + + static class SparseTransition { + long key; + int sym; + long count; + SparseTransition(long key, int sym, long count) { + this.key = key; + this.sym = sym; + this.count = count; + } + } + + static class RadicalPredictor { + long alpha; + long weight; + List transRC = new ArrayList<>(); + List transRF = new ArrayList<>(); + List transRA = new ArrayList<>(); + int prevRC = 0; + int prevRF = 0; + int prevRA = 0; + + RadicalPredictor(long alpha, long weight) { + this.alpha = alpha; + this.weight = weight; + } + + void observe(int rc, int rf, int ra) { + long keyRC = prevRC; + boolean found = false; + for (SparseTransition entry : transRC) { + if (entry.key == keyRC && entry.sym == rc) { + entry.count += weight; + found = true; + break; + } + } + if (!found && transRC.size() < 256) { + transRC.add(new SparseTransition(keyRC, rc, weight)); + } + + long keyRF = ((long)rc << 8) | prevRF; + found = false; + for (SparseTransition entry : transRF) { + if (entry.key == keyRF && entry.sym == rf) { + entry.count += weight; + found = true; + break; + } + } + if (!found && transRF.size() < 256) { + transRF.add(new SparseTransition(keyRF, rf, weight)); + } + + long keyRA = ((long)rc << 16) | ((long)rf << 8) | prevRA; + found = false; + for (SparseTransition entry : transRA) { + if (entry.key == keyRA && entry.sym == ra) { + entry.count += weight; + found = true; + break; + } + } + if (!found && transRA.size() < 256) { + transRA.add(new SparseTransition(keyRA, ra, weight)); + } + + prevRC = rc; + prevRF = rf; + prevRA = ra; + } + + long[] getCumFreqsRC(int prevRC) { + long[] freqs = new long[256]; + for (int i = 0; i < 256; i++) freqs[i] = alpha; + for (SparseTransition entry : transRC) { + if (entry.key == prevRC) { + freqs[entry.sym] += entry.count; + } + } + long[] cumFreqs = new long[257]; + for (int i = 0; i < 256; i++) { + cumFreqs[i + 1] = cumFreqs[i] + freqs[i]; + } + return cumFreqs; + } + + long[] getCumFreqsRF(int currRC, int prevRF) { + long[] freqs = new long[256]; + for (int i = 0; i < 256; i++) freqs[i] = alpha; + long key = ((long)currRC << 8) | prevRF; + for (SparseTransition entry : transRF) { + if (entry.key == key) { + freqs[entry.sym] += entry.count; + } + } + long[] cumFreqs = new long[257]; + for (int i = 0; i < 256; i++) { + cumFreqs[i + 1] = cumFreqs[i] + freqs[i]; + } + return cumFreqs; + } + + long[] getCumFreqsRA(int currRC, int currRF, int prevRA) { + long[] freqs = new long[256]; + for (int i = 0; i < 256; i++) freqs[i] = alpha; + long key = ((long)currRC << 16) | ((long)currRF << 8) | prevRA; + for (SparseTransition entry : transRA) { + if (entry.key == key) { + freqs[entry.sym] += entry.count; + } + } + long[] cumFreqs = new long[257]; + for (int i = 0; i < 256; i++) { + cumFreqs[i + 1] = cumFreqs[i] + freqs[i]; + } + return cumFreqs; + } + } + + static class BitReader { + byte[] buffer; + int bitIndex = 0; + int totalBits; + + BitReader(byte[] buffer) { + this.buffer = buffer; + this.totalBits = buffer.length * 8; + } + + int readBit() { + if (bitIndex >= totalBits) return 0; + int bytePos = bitIndex / 8; + int bitPos = 7 - (bitIndex % 8); + int bit = (buffer[bytePos] >> bitPos) & 1; + bitIndex++; + return bit; + } + } + + static class ConceptRadicals { + int rc, rf, ra; + ConceptRadicals(int rc, int rf, int ra) { + this.rc = rc; this.rf = rf; this.ra = ra; + } + } + + static int readVarint(byte[] data, int[] state) { + int val = 0; + int shift = 0; + while (true) { + if (state[0] >= data.length) break; + int b = data[state[0]] & 0xFF; + state[0]++; + val |= (b & 0x7F) << shift; + if ((b & 0x80) == 0) break; + shift += 7; + } + return val; + } + + static List decompressVocab(byte[] data, int numTokens) { + List tokens = new ArrayList<>(); + int[] state = {0}; + String prev = ""; + for (int i = 0; i < numTokens; i++) { + if (state[0] >= data.length) break; + int common = readVarint(data, state); + int suffixLen = readVarint(data, state); + byte[] suffixBytes = new byte[suffixLen]; + System.arraycopy(data, state[0], suffixBytes, 0, suffixLen); + state[0] += suffixLen; + + String suffix = new String(suffixBytes); + String token = prev.substring(0, Math.min(common, prev.length())) + suffix; + tokens.add(token); + prev = token; + } + return tokens; + } + + static List decode(byte[] encodedBytes, int numConcepts, long alpha, long weight) { + RadicalPredictor pred = new RadicalPredictor(alpha, weight); + BitReader r = new BitReader(encodedBytes); + + long value = 0; + for (int i = 0; i < 32; i++) { + value = (value << 1) | r.readBit(); + } + + long low = 0; + long high = 0xFFFFFFFFL; + List decoded = new ArrayList<>(); + + for (int cIdx = 0; cIdx < numConcepts; cIdx++) { + int prevRC = pred.prevRC; + int prevRF = pred.prevRF; + int prevRA = pred.prevRA; + int[] symbols = new int[3]; + + for (int step = 0; step < 3; step++) { + long[] cumFreqs; + if (step == 0) { + cumFreqs = pred.getCumFreqsRC(prevRC); + } else if (step == 1) { + cumFreqs = pred.getCumFreqsRF(symbols[0], prevRF); + } else { + cumFreqs = pred.getCumFreqsRA(symbols[0], symbols[1], prevRA); + } + + long total = cumFreqs[256]; + long rangeWidth = high - low + 1; + long scaledVal = (((value - low) + 1) * total - 1) / rangeWidth; + + int sym = 0; + int lIdx = 0, rIdx = 255; + while (lIdx <= rIdx) { + int mIdx = (lIdx + rIdx) / 2; + if (cumFreqs[mIdx] <= scaledVal && scaledVal < cumFreqs[mIdx + 1]) { + sym = mIdx; + break; + } else if (scaledVal >= cumFreqs[mIdx + 1]) { + lIdx = mIdx + 1; + } else { + rIdx = mIdx - 1; + } + } + + symbols[step] = sym; + long cumLow = cumFreqs[sym]; + long cumHigh = cumFreqs[sym + 1]; + + high = low + (rangeWidth * cumHigh) / total - 1; + low = low + (rangeWidth * cumLow) / total; + + while (true) { + if (high < 0x80000000L) { + low <<= 1; + high = (high << 1) | 1; + value = (value << 1) | r.readBit(); + } else if (low >= 0x80000000L) { + low = (low - 0x80000000L) << 1; + high = ((high - 0x80000000L) << 1) | 1; + value = ((value - 0x80000000L) << 1) | r.readBit(); + } else if (low >= 0x40000000L && high < 0xC0000000L) { + low = (low - 0x40000000L) << 1; + high = ((high - 0x40000000L) << 1) | 1; + value = ((value - 0x40000000L) << 1) | r.readBit(); + } else { + break; + } + low &= 0xFFFFFFFFL; + high &= 0xFFFFFFFFL; + value &= 0xFFFFFFFFL; + } + } + + decoded.add(new ConceptRadicals(symbols[0], symbols[1], symbols[2])); + pred.observe(symbols[0], symbols[1], symbols[2]); + } + return decoded; + } + + public static void main(String[] args) throws IOException { + System.out.println("======================================================================"); + System.out.println("ZYMATICA | Cross-Language Java Decompressor & Range-Decoder"); + System.out.println("======================================================================\n"); + + File namesFile = new File("Language-U-Browser/frameworks_names.bin"); + File coordsFile = new File("Language-U-Browser/frameworks_coordinates.bin"); + + if (!namesFile.exists() || !coordsFile.exists()) { + namesFile = new File("frameworks_names.bin"); + coordsFile = new File("frameworks_coordinates.bin"); + } + + if (!namesFile.exists() || !coordsFile.exists()) { + System.err.println("[!] Error: Binary transport files not found. Run run_ultimate_pipeline.py first."); + System.exit(1); + } + + // 1. Read names binary + byte[] namesBytes = new byte[(int) namesFile.length()]; + try (FileInputStream fis = new FileInputStream(namesFile)) { + fis.read(namesBytes); + } + + // 2. Read coordinates binary + byte[] coordsBytes = new byte[(int) coordsFile.length()]; + try (FileInputStream fis = new FileInputStream(coordsFile)) { + fis.read(coordsBytes); + } + + // 3. Decompress vocabulary names + List names = decompressVocab(namesBytes, 49); + System.out.println("[1] Java Vocab Decompression: SUCCESS (" + names.size() + " names restored)."); + + // 4. Formulate expected radicals based on the same rules + List expected = new ArrayList<>(); + for (String name : names) { + int domain = 1; + String lower = name.toLowerCase(); + if (lower.contains("pixi") || lower.contains("phaser") || lower.contains("away") || lower.contains("p5")) { + domain = 2; + } else if (lower.contains("scenejs") || lower.contains("glam") || lower.contains("deck") || lower.contains("cesium") || lower.contains("luma") || lower.contains("philo")) { + domain = 7; + } + int rc = (domain << 4) | 2; + int rf = (1 << 4) | 2; + int ra = (15 << 4) | 12; + expected.add(new ConceptRadicals(rc, rf, ra)); + } + + // 5. Decode radicals using Yang range decoder in Java + List decoded = decode(coordsBytes, 49, 1, 128); + System.out.println("[2] Java Yang Range Decoder execution: SUCCESS."); + + // 6. Assert exact equivalence (dynamic validation) + boolean match = true; + for (int i = 0; i < 49; i++) { + ConceptRadicals exp = expected.get(i); + ConceptRadicals dec = decoded.get(i); + if (exp.rc != dec.rc || exp.rf != dec.rf || exp.ra != dec.ra) { + System.err.println("[!] Mismatch at index " + i + " (" + names.get(i) + "): Expected RC=" + exp.rc + ", RF=" + exp.rf + ", RA=" + exp.ra + " | Decoded RC=" + dec.rc + ", RF=" + dec.rf + ", RA=" + dec.ra); + match = false; + break; + } + } + + if (match) { + System.out.println("\n[SUCCESS] Java range-decoder verification: 100% MATCH!"); + } else { + System.err.println("\n[ERROR] Java dynamic coordinate check failed!"); + System.exit(1); + } + } +} diff --git a/frameworks_metadata.json b/frameworks_metadata.json index 4469fb5170afa26309fa80e7d8839a137242c9cb..cf1419420ec337effc73eba51acb387fdfa8ea85 100644 --- a/frameworks_metadata.json +++ b/frameworks_metadata.json @@ -1,8 +1,8 @@ { "frameworks_count": 49, - "compressed_size": 373, - 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b/packets/packet_56.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9962f45846c24bc9acec2895fbb74e71911fbd3342bc8807136998079d01d77e +size 255 diff --git a/packets/packet_57.bin b/packets/packet_57.bin new file mode 100644 index 0000000000000000000000000000000000000000..d169b83b6a0ed130b3dbc794e5a70d14657eb94c --- /dev/null +++ b/packets/packet_57.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84888594874f87779a0f6b66c1e05f9deabdf546ba1cf961d61fbef63dc6e616 +size 255 diff --git a/packets/packet_58.bin b/packets/packet_58.bin new file mode 100644 index 0000000000000000000000000000000000000000..43c9159a15a183c1f7062c9e92717a397ad78526 --- /dev/null +++ b/packets/packet_58.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:36f1e80efb3f953ba4596c64f09f74e507e3a5eae683db973f151c5295b25cb9 +size 255 diff --git a/packets/packet_59.bin b/packets/packet_59.bin new file mode 100644 index 0000000000000000000000000000000000000000..f789ed6ebfec4ddaeac53b1befa95c50298c04f3 --- /dev/null +++ b/packets/packet_59.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02ec5df65d7333fedf3b3fef3b72f275c993345fdae68ae7243e45e64e76e81e +size 255 diff --git a/packets/packet_60.bin b/packets/packet_60.bin new file mode 100644 index 0000000000000000000000000000000000000000..681e8e15d898d07e379313c6bd8831756db27b1b --- /dev/null +++ b/packets/packet_60.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41613c259365b7a1be71ff673462f726563c29b11cc2fa2e4ffd302d169276c2 +size 255 diff --git a/packets/packet_61.bin b/packets/packet_61.bin new file mode 100644 index 0000000000000000000000000000000000000000..a2c8968b1c75ecf6dae27689c41ce5c9e0d57c02 --- /dev/null +++ b/packets/packet_61.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0fe3f21442ba419af6742919d13a05857470d3009658f26da38dfb2ec6cc6d16 +size 255 diff --git a/packets/packet_62.bin b/packets/packet_62.bin new file mode 100644 index 0000000000000000000000000000000000000000..4222ee965927b72988efd4b33fafedfd4391a766 --- /dev/null +++ b/packets/packet_62.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:615514247d6576f5999f3a71f5934804166b69c791a5807c0d293be5ed87eab3 +size 255 diff --git a/packets/packet_63.bin b/packets/packet_63.bin new file mode 100644 index 0000000000000000000000000000000000000000..3b00e36d8d05e6e4a893fb205384a49f70991e0f --- /dev/null +++ b/packets/packet_63.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fea6f32e3592ded76b5ff776fcf3e3ce4a1ceed9c8de3387df2a8154e1ea976c +size 255 diff --git a/packets/packet_64.bin b/packets/packet_64.bin new file mode 100644 index 0000000000000000000000000000000000000000..4d67756f41bcfee86b459cec29675c09ad49c919 --- /dev/null +++ b/packets/packet_64.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3b4cf70f1af4909833c44d6529c504e235e749aaed84ae001a22fcd8fc09272e +size 255 diff --git a/packets/packet_65.bin b/packets/packet_65.bin new file mode 100644 index 0000000000000000000000000000000000000000..4f1afae718a475a3e2edb0f5a13621e09cda5b5e --- /dev/null +++ b/packets/packet_65.bin @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:39c33b31330c5c24d025bcbc01bc2fe3cace8049bb3aff67b51bb4e90cf6620c +size 255 diff --git a/packets/parity_packet.bin b/packets/parity_packet.bin index 0bfdbb205086bfdaf4259a146366e45524de40da..343c15977f2f666518c0ffb8894f34e83e045b8d 100644 --- a/packets/parity_packet.bin +++ b/packets/parity_packet.bin @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:a0d8d8a76a734269d5c0f02b11c3cc912b210a5bd2ed7f87b8f7a84cfdb96319 +oid sha256:446765ceaf053c57ce5c79fac217af058cd0229428df1a345bc2c629dfee56e3 size 255 diff --git a/receiver_reconstruction_demo.py b/receiver_reconstruction_demo.py index ed9b99a59d18960671d04d0724affedce66cdf79..a0df09ee93e3d76531575ecb9c775175020a4211 100644 --- a/receiver_reconstruction_demo.py +++ b/receiver_reconstruction_demo.py @@ -1,366 +1,478 @@ -# ZYMATICA | Language-U Offline Receiver Reconstruction Simulation -# Watermark: ip zymatica.space | astronautshe.com -# Copyright (c) 2026 Zymatica. All rights reserved. - -import os -import zlib -import struct -import hashlib - -# ============================================================================== -# YIN & YANG CUNEIFORM PRODUCTION RANGE DECODER -# ============================================================================== -class SparseTransition: - def __init__(self, key=0, sym=0, count=0): - self.key = key - self.sym = sym - self.count = count - -class RadicalPredictor: - def __init__(self, alpha=1, weight=128): - self.alpha = alpha - self.weight = weight - self.trans_rc = [] - self.trans_rf = [] - self.trans_ra = [] - self.prev_rc = 0 - self.prev_rf = 0 - self.prev_ra = 0 - - def observe(self, rc, rf, ra): - w = self.weight - key_rc = self.prev_rc - found = False - for entry in self.trans_rc: - if entry.key == key_rc and entry.sym == rc: - entry.count += w - found = True - break - if not found and len(self.trans_rc) < 256: - self.trans_rc.append(SparseTransition(key_rc, rc, w)) - - key_rf = (rc << 8) | self.prev_rf - found = False - for entry in self.trans_rf: - if entry.key == key_rf and entry.sym == rf: - entry.count += w - found = True - break - if not found and len(self.trans_rf) < 256: - self.trans_rf.append(SparseTransition(key_rf, rf, w)) - - key_ra = (rc << 16) | (rf << 8) | self.prev_ra - found = False - for entry in self.trans_ra: - if entry.key == key_ra and entry.sym == ra: - entry.count += w - found = True - break - if not found and len(self.trans_ra) < 256: - self.trans_ra.append(SparseTransition(key_ra, ra, w)) - - self.prev_rc = rc - self.prev_rf = rf - self.prev_ra = ra - - def get_cum_freqs_rc(self, prev_rc): - freqs = [self.alpha] * 256 - for entry in self.trans_rc: - if entry.key == prev_rc: - freqs[entry.sym] += entry.count - cum_freqs = [0] * 257 - for i in range(256): - cum_freqs[i+1] = cum_freqs[i] + freqs[i] - return cum_freqs - - def get_cum_freqs_rf(self, curr_rc, prev_rf): - freqs = [self.alpha] * 256 - key = (curr_rc << 8) | prev_rf - for entry in self.trans_rf: - if entry.key == key: - freqs[entry.sym] += entry.count - cum_freqs = [0] * 257 - for i in range(256): - cum_freqs[i+1] = cum_freqs[i] + freqs[i] - return cum_freqs - - def get_cum_freqs_ra(self, curr_rc, curr_rf, prev_ra): - freqs = [self.alpha] * 256 - key = (curr_rc << 16) | (curr_rf << 8) | prev_ra - for entry in self.trans_ra: - if entry.key == key: - freqs[entry.sym] += entry.count - cum_freqs = [0] * 257 - for i in range(256): - cum_freqs[i+1] = cum_freqs[i] + freqs[i] - return cum_freqs - -class BitReader: - def __init__(self, data): - self.data = data - self.bit_index = 0 - self.total_bits = len(data) * 8 - - def read_bit(self): - if self.bit_index >= self.total_bits: - return 0 - byte_pos = self.bit_index // 8 - bit_pos = 7 - (self.bit_index % 8) - bit = (self.data[byte_pos] >> bit_pos) & 1 - self.bit_index += 1 - return bit - -def yang_range_decode(encoded_bytes, num_radicals, alpha=1, weight=128): - pred = RadicalPredictor(alpha, weight) - r = BitReader(encoded_bytes) - value = 0 - for _ in range(32): - value = (value << 1) | r.read_bit() - - low = 0 - high = 0xFFFFFFFF - decoded_radicals = [] - - for _ in range(num_radicals): - prev_rc = pred.prev_rc - prev_rf = pred.prev_rf - prev_ra = pred.prev_ra - symbols = [0, 0, 0] - - for step in range(3): - if step == 0: - cum_freqs = pred.get_cum_freqs_rc(prev_rc) - elif step == 1: - cum_freqs = pred.get_cum_freqs_rf(symbols[0], prev_rf) - else: - cum_freqs = pred.get_cum_freqs_ra(symbols[0], symbols[1], prev_ra) - - total = cum_freqs[256] - range_width = high - low + 1 - scaled_val = ((value - low + 1) * total - 1) // range_width - - sym = 0 - l_idx, r_idx = 0, 255 - while l_idx <= r_idx: - m_idx = (l_idx + r_idx) // 2 - if cum_freqs[m_idx] <= scaled_val < cum_freqs[m_idx + 1]: - sym = m_idx - break - elif scaled_val >= cum_freqs[m_idx + 1]: - l_idx = m_idx + 1 - else: - r_idx = m_idx - 1 - - symbols[step] = sym - cum_low = cum_freqs[sym] - cum_high = cum_freqs[sym + 1] - - high = low + (range_width * cum_high) // total - 1 - low = low + (range_width * cum_low) // total - - while True: - if high < 0x80000000: - low <<= 1 - high = (high << 1) | 1 - value = (value << 1) | r.read_bit() - elif low >= 0x80000000: - low = (low - 0x80000000) << 1 - high = ((high - 0x80000000) << 1) | 1 - value = ((value - 0x80000000) << 1) | r.read_bit() - elif low >= 0x40000000 and high < 0xC0000000: - low = (low - 0x40000000) << 1 - high = ((high - 0x40000000) << 1) | 1 - value = ((value - 0x40000000) << 1) | r.read_bit() - else: - break - low &= 0xFFFFFFFF - high &= 0xFFFFFFFF - value &= 0xFFFFFFFF - - decoded_radicals.append((symbols[0], symbols[1], symbols[2])) - pred.observe(symbols[0], symbols[1], symbols[2]) - - return decoded_radicals - -# ============================================================================== -# VOCABULARY DECOMPRESSOR -# ============================================================================== -def read_varint(data, pos): - val = 0 - shift = 0 - while True: - if pos >= len(data): - break - b = data[pos] - pos += 1 - val |= (b & 0x7F) << shift - if not (b & 0x80): - break - shift += 7 - return val, pos - -def decompress_vocab(data, num_tokens): - tokens = [] - pos = 0 - prev = b"" - for _ in range(num_tokens): - if pos >= len(data): - break - common, pos = read_varint(data, pos) - suffix_len, pos = read_varint(data, pos) - suffix = data[pos : pos + suffix_len] - pos += suffix_len - - t = prev[:common] + suffix - tokens.append(t) - prev = t - return tokens - -# ============================================================================== -# OFFLINE EXECUTION SIMULATOR -# ============================================================================== -def run_offline_reconstruction(): - print("=" * 80) - print(" ZYMATICA | Language-U Offline Receiver Reconstruction Engine") - print(" Resource Status: OFFLINE (No Cloud, No Internet, LoRa Packets Only)") - print("=" * 80) - - packets_dir = r"packets" - if not os.path.exists(packets_dir): - print("[!] Error: Packets directory not found! Run run_ultimate_pipeline.py first.") - return - - # 1. Simulate Packet Reception & Packet Loss - print("\n[Step 1: LoRa Packet Ingestion]") - packet_files = sorted(os.listdir(packets_dir)) - print(f" - Received Packets found on disk: {packet_files}") - - # Read packets - p1 = open(os.path.join(packets_dir, "packet_01.bin"), "rb").read() - parity = open(os.path.join(packets_dir, "parity_packet.bin"), "rb").read() - - # Simulate packet_00.bin loss during transmission - print(" - [Simulated Loss] packet_00.bin was dropped / corrupted during transmission.") - print(" - [XOR-FEC Channel Healing] Reconstructing packet_00.bin using packet_01.bin and parity_packet.bin...") - - DATA_PER_PKT = 252 - TRANSPORT_HDR = 3 - - p0_healed = bytearray(len(p1)) - # Sync header is BB, index 0, total 3 - p0_healed[0] = 0xBB - p0_healed[1] = 0 - p0_healed[2] = 3 - - # XOR payload bytes - for i in range(TRANSPORT_HDR, len(p1)): - p0_healed[i] = p1[i] ^ parity[i] - - p0_healed = bytes(p0_healed) - print(" - Healed packet_00.bin successfully! SHA-256 Checksum matches original packet.") - - # 2. Reassemble capsule - print("\n[Step 2: Reassembling Capsule Payload]") - num_data_packets = 2 - assembled_payload = bytearray() - assembled_payload.extend(p0_healed[TRANSPORT_HDR:]) - assembled_payload.extend(p1[TRANSPORT_HDR:]) - - # Decompress zlib capsule - print(" - Inflating zlib LLM Capsule Seed...") - # Read the actual capsule size from frameworks_metadata.json (offline metadata) - metadata_path = r"frameworks_metadata.json" - import json - with open(metadata_path, "r") as f: - meta = json.load(f) - compressed_size = meta["compressed_size"] - - raw_capsule = bytes(assembled_payload[:compressed_size]) - decompressed = zlib.decompress(raw_capsule) - print(f" - LLM capsule inflated successfully: {len(decompressed)} bytes restored.") - - # 3. Parse Capsule Header - magic, num_fws, names_len = struct.unpack(">3sB H", decompressed[:6]) - assert magic == b'LUB', "Magic header mismatch!" - print(f" - Header parsed: Magic={magic.decode('utf-8')}, Frameworks Count={num_fws}, Names Segment Length={names_len} bytes.") - - # 4. Decompress Names Vocabulary (Level 4) - print("\n[Step 3: Decompressing Names Vocabulary]") - pos = 6 - names_segment = decompressed[pos : pos + names_len] - pos += names_len - restored_names_bytes = decompress_vocab(names_segment, num_fws) - restored_names = [n.decode('utf-8') for n in restored_names_bytes] - print(f" - Restored {len(restored_names)} sorted codebase names.") - - # 5. Decode Coordinates (Level 3 & 6) - print("\n[Step 4: Executing Yang Range Decoder on Coordinates Bitstream]") - bitstream = decompressed[pos:] - decoded_radicals = yang_range_decode(bitstream, num_fws, alpha=1, weight=128) - print(" - Yang Range Decoder finished. 49 coordinate radicals recovered.") - - # 6. Reconstruct / "Grow Back" the configurations database - print("\n[Step 5: Mapping Coordinates to Reconstructed Database]") - reconstructed_db = [] - for idx, (rc, rf, ra) in enumerate(decoded_radicals): - name = restored_names[idx] - - # Unpack coordinates from radicals - domain = rc >> 4 - subdomain = rc & 0xF - operation = rf >> 4 - modality = rf & 0xF - depth = ra >> 4 - polarity = ra & 0xF - - # Map values back to textual configuration schemas (context reconstruction) - dim = "3D & WebGPU accelerated" if domain in [1, 7] else "2D (with WebGL acceleration)" - philo = "High-Performance Modular ECS Design" if subdomain == 2 else "Monolithic" - render_model = "Entity Component System (ECS) with State Cache" if operation == 1 else "Scene Graph" - perf_3d = "Outstanding (WebGPU/WebGL2 state cached)" if modality == 2 else "High" - ease = "High (upgraded with unified glTF loader & parameters)" if depth == 15 else "Medium" - import_model = "Out-of-the-box (glTF 2.0 native)" if depth == 15 else "Manual" - ctrl = "High (unlocked GPU context buffers)" if polarity == 12 else "Medium" - perf_2d = "High (sprite-batch optimized)" if polarity == 12 else "Moderate" - - reconstructed_db.append({ - "name": name, - "coordinates": { - "domain": domain, - "subdomain": subdomain, - "operation": operation, - "modality": modality, - "depth": depth, - "polarity": polarity - }, - "reconstructed_attributes": { - "Primary Dimension": dim, - "Philosophy": philo, - "Rendering Model": render_model, - "Ease of Use": ease, - "Control Level": ctrl, - "Performance (2D)": perf_2d, - "Performance (3D)": perf_3d, - "Importing Models": import_model - } - }) - - # Print a few samples of the reconstructed database - print("\n[Verification Check: Sample Reconstructed Database Entries]") - for i in [0, 7, 24, 48]: # three.js, Zymatica-3D, processing.js, x3dom - entry = reconstructed_db[i] - print(f"\n [{i:02d}] Name: {entry['name']}") - print(f" Coordinates: {entry['coordinates']}") - print(f" Attributes:") - for k, v in entry['reconstructed_attributes'].items(): - print(f" {k:<20}: {v}") - - # Write to local file reconstructed_db.json - output_json = "reconstructed_db.json" - with open(output_json, "w") as f: - json.dump(reconstructed_db, f, indent=2) - print(f"\n[SUCCESS] Entire database reconstructed losslessly into '{output_json}' offline! [OK]") - print("=" * 80) - -if __name__ == "__main__": - run_offline_reconstruction() +# ZYMATICA | Language-U Offline Receiver Reconstruction Simulation +# Watermark: ip zymatica.space | astronautshe.com +# Copyright (c) 2026 Zymatica. All rights reserved. + +import os +import zlib +import struct +import hashlib + +# ============================================================================== +# YIN & YANG CUNEIFORM PRODUCTION RANGE DECODER +# ============================================================================== +class SparseTransition: + def __init__(self, key=0, sym=0, count=0): + self.key = key + self.sym = sym + self.count = count + +class RadicalPredictor: + def __init__(self, alpha=1, weight=128): + self.alpha = alpha + self.weight = weight + self.trans_rc = [] + self.trans_rf = [] + self.trans_ra = [] + self.prev_rc = 0 + self.prev_rf = 0 + self.prev_ra = 0 + + def observe(self, rc, rf, ra): + w = self.weight + key_rc = self.prev_rc + found = False + for entry in self.trans_rc: + if entry.key == key_rc and entry.sym == rc: + entry.count += w + found = True + break + if not found and len(self.trans_rc) < 256: + self.trans_rc.append(SparseTransition(key_rc, rc, w)) + + key_rf = (rc << 8) | self.prev_rf + found = False + for entry in self.trans_rf: + if entry.key == key_rf and entry.sym == rf: + entry.count += w + found = True + break + if not found and len(self.trans_rf) < 256: + self.trans_rf.append(SparseTransition(key_rf, rf, w)) + + key_ra = (rc << 16) | (rf << 8) | self.prev_ra + found = False + for entry in self.trans_ra: + if entry.key == key_ra and entry.sym == ra: + entry.count += w + found = True + break + if not found and len(self.trans_ra) < 256: + self.trans_ra.append(SparseTransition(key_ra, ra, w)) + + self.prev_rc = rc + self.prev_rf = rf + self.prev_ra = ra + + def get_cum_freqs_rc(self, prev_rc): + freqs = [self.alpha] * 256 + for entry in self.trans_rc: + if entry.key == prev_rc: + freqs[entry.sym] += entry.count + cum_freqs = [0] * 257 + for i in range(256): + cum_freqs[i+1] = cum_freqs[i] + freqs[i] + return cum_freqs + + def get_cum_freqs_rf(self, curr_rc, prev_rf): + freqs = [self.alpha] * 256 + key = (curr_rc << 8) | prev_rf + for entry in self.trans_rf: + if entry.key == key: + freqs[entry.sym] += entry.count + cum_freqs = [0] * 257 + for i in range(256): + cum_freqs[i+1] = cum_freqs[i] + freqs[i] + return cum_freqs + + def get_cum_freqs_ra(self, curr_rc, curr_rf, prev_ra): + freqs = [self.alpha] * 256 + key = (curr_rc << 16) | (curr_rf << 8) | prev_ra + for entry in self.trans_ra: + if entry.key == key: + freqs[entry.sym] += entry.count + cum_freqs = [0] * 257 + for i in range(256): + cum_freqs[i+1] = cum_freqs[i] + freqs[i] + return cum_freqs + +class BitReader: + def __init__(self, data): + self.data = data + self.bit_index = 0 + self.total_bits = len(data) * 8 + + def read_bit(self): + if self.bit_index >= self.total_bits: + return 0 + byte_pos = self.bit_index // 8 + bit_pos = 7 - (self.bit_index % 8) + bit = (self.data[byte_pos] >> bit_pos) & 1 + self.bit_index += 1 + return bit + +def yang_range_decode(encoded_bytes, num_radicals, alpha=1, weight=128): + pred = RadicalPredictor(alpha, weight) + r = BitReader(encoded_bytes) + value = 0 + for _ in range(32): + value = (value << 1) | r.read_bit() + + low = 0 + high = 0xFFFFFFFF + decoded_radicals = [] + + for _ in range(num_radicals): + prev_rc = pred.prev_rc + prev_rf = pred.prev_rf + prev_ra = pred.prev_ra + symbols = [0, 0, 0] + + for step in range(3): + if step == 0: + cum_freqs = pred.get_cum_freqs_rc(prev_rc) + elif step == 1: + cum_freqs = pred.get_cum_freqs_rf(symbols[0], prev_rf) + else: + cum_freqs = pred.get_cum_freqs_ra(symbols[0], symbols[1], prev_ra) + + total = cum_freqs[256] + range_width = high - low + 1 + scaled_val = ((value - low + 1) * total - 1) // range_width + + sym = 0 + l_idx, r_idx = 0, 255 + while l_idx <= r_idx: + m_idx = (l_idx + r_idx) // 2 + if cum_freqs[m_idx] <= scaled_val < cum_freqs[m_idx + 1]: + sym = m_idx + break + elif scaled_val >= cum_freqs[m_idx + 1]: + l_idx = m_idx + 1 + else: + r_idx = m_idx - 1 + + symbols[step] = sym + cum_low = cum_freqs[sym] + cum_high = cum_freqs[sym + 1] + + high = low + (range_width * cum_high) // total - 1 + low = low + (range_width * cum_low) // total + + while True: + if high < 0x80000000: + low <<= 1 + high = (high << 1) | 1 + value = (value << 1) | r.read_bit() + elif low >= 0x80000000: + low = (low - 0x80000000) << 1 + high = ((high - 0x80000000) << 1) | 1 + value = ((value - 0x80000000) << 1) | r.read_bit() + elif low >= 0x40000000 and high < 0xC0000000: + low = (low - 0x40000000) << 1 + high = ((high - 0x40000000) << 1) | 1 + value = ((value - 0x40000000) << 1) | r.read_bit() + else: + break + low &= 0xFFFFFFFF + high &= 0xFFFFFFFF + value &= 0xFFFFFFFF + + decoded_radicals.append((symbols[0], symbols[1], symbols[2])) + pred.observe(symbols[0], symbols[1], symbols[2]) + + return decoded_radicals + +# ============================================================================== +# VOCABULARY DECOMPRESSOR +# ============================================================================== +def read_varint(data, pos): + val = 0 + shift = 0 + while True: + if pos >= len(data): + break + b = data[pos] + pos += 1 + val |= (b & 0x7F) << shift + if not (b & 0x80): + break + shift += 7 + return val, pos + +def decompress_vocab(data, num_tokens): + tokens = [] + pos = 0 + prev = b"" + for _ in range(num_tokens): + if pos >= len(data): + break + common, pos = read_varint(data, pos) + suffix_len, pos = read_varint(data, pos) + suffix = data[pos : pos + suffix_len] + pos += suffix_len + + t = prev[:common] + suffix + tokens.append(t) + prev = t + return tokens + +# ============================================================================== +# OFFLINE EXECUTION SIMULATOR +# ============================================================================== +def run_offline_reconstruction(): + print("=" * 80) + print(" ZYMATICA | Language-U Offline Receiver Reconstruction Engine") + print(" Resource Status: OFFLINE (No Cloud, No Internet, LoRa Packets Only)") + print("=" * 80) + + script_dir = os.path.dirname(os.path.abspath(__file__)) + if os.path.exists(os.path.join(script_dir, "packets")): + packets_dir = os.path.join(script_dir, "packets") + metadata_path = os.path.join(script_dir, "frameworks_metadata.json") + else: + packets_dir = os.path.join(script_dir, "Language-U-Browser", "packets") + metadata_path = os.path.join(script_dir, "Language-U-Browser", "frameworks_metadata.json") + + if not os.path.exists(packets_dir): + print(f"[!] Error: Packets directory '{packets_dir}' not found! Run run_ultimate_pipeline.py first.") + return + + # 1. Simulate Packet Reception & Packet Loss + print("\n[Step 1: LoRa Packet Ingestion & XOR-FEC Healing]") + packet_files = sorted(os.listdir(packets_dir)) + print(f" - Received Packets found on disk: {packet_files}") + + DATA_PER_PKT = 252 + TRANSPORT_HDR = 3 + + # Read all available packets + available_packets = {} + total_packets = None + for name in packet_files: + filepath = os.path.join(packets_dir, name) + with open(filepath, "rb") as f: + pkt = f.read() + if len(pkt) < 3: + continue + sync, idx, tot = struct.unpack(">BBB", pkt[:3]) + if sync == 0xBB: + available_packets[idx] = pkt + total_packets = tot + + assert total_packets is not None, "Error: Could not determine total packet count from headers." + num_data_packets = total_packets - 1 + print(f" - System details: {num_data_packets} data packets expected, 1 parity packet expected.") + + # Drop packet_00.bin to simulate packet loss + dropped_idx = 0 + if dropped_idx in available_packets: + print(f" - [Simulated Loss] packet_{dropped_idx:02d}.bin is dropped during transmission.") + del available_packets[dropped_idx] + + # Check for missing packet + missing_indices = [] + for idx in range(num_data_packets): + if idx not in available_packets: + missing_indices.append(idx) + + if len(missing_indices) == 0: + print(" - [XOR-FEC Check] All data packets received. No healing required.") + elif len(missing_indices) == 1: + missing_idx = missing_indices[0] + print(f" - [XOR-FEC Channel Healing] Reconstructing packet_{missing_idx:02d}.bin using available packets and parity_packet.bin...") + + parity_idx = num_data_packets + if parity_idx not in available_packets: + print(" - [Error] Parity packet is also missing! Cannot perform healing.") + else: + parity_pkt = available_packets[parity_idx] + healed_payload = bytearray(DATA_PER_PKT) + + # XOR the parity payload + for i in range(DATA_PER_PKT): + healed_payload[i] ^= parity_pkt[TRANSPORT_HDR + i] + + # XOR all other available data packets + for idx, pkt in available_packets.items(): + if idx != parity_idx: + for i in range(DATA_PER_PKT): + healed_payload[i] ^= pkt[TRANSPORT_HDR + i] + + healed_packet = bytes([0xBB, missing_idx, total_packets]) + bytes(healed_payload) + available_packets[missing_idx] = healed_packet + print(f" - Healed packet_{missing_idx:02d}.bin successfully! Re-inserted into payload stream.") + else: + print(f" - [XOR-FEC Warning] Multiple packets missing: {missing_indices}. XOR-FEC can only heal single packet loss.") + + # 2. Reassemble capsule + print("\n[Step 2: Reassembling Capsule Payload]") + assembled_payload = bytearray() + for idx in range(num_data_packets): + if idx in available_packets: + assembled_payload.extend(available_packets[idx][TRANSPORT_HDR:]) + else: + print(f" [!] Missing packet {idx} in final reassembly!") + assembled_payload.extend(b'\x00' * DATA_PER_PKT) + + # Read the actual capsule size from frameworks_metadata.json (offline metadata) + import json + with open(metadata_path, "r") as f: + meta = json.load(f) + compressed_size = meta["compressed_size"] + + raw_capsule = bytes(assembled_payload[:compressed_size]) + decompressed = zlib.decompress(raw_capsule) + print(f" - LLM capsule inflated successfully: {len(decompressed):,} bytes restored.") + + # 3. Parse Capsule Header + magic, num_fws, names_len, bitstream_len, archive_len = struct.unpack(">3sB H I I", decompressed[:14]) + assert magic == b'LUB', "Magic header mismatch!" + print(f" - Header parsed: Magic={magic.decode('utf-8')}, Frameworks Count={num_fws}, Names Segment Length={names_len} bytes, Bitstream Length={bitstream_len} bytes, Archive Length={archive_len} bytes.") + + # 4. Decompress Names Vocabulary (Level 4) + print("\n[Step 3: Decompressing Names Vocabulary]") + pos = 14 + names_segment = decompressed[pos : pos + names_len] + pos += names_len + restored_names_bytes = decompress_vocab(names_segment, num_fws) + restored_names = [n.decode('utf-8') for n in restored_names_bytes] + print(f" - Restored {len(restored_names)} sorted codebase names.") + + # 5. Decode Coordinates (Level 3 & 6) + print("\n[Step 4: Executing Yang Range Decoder on Coordinates Bitstream]") + bitstream = decompressed[pos : pos + bitstream_len] + pos += bitstream_len + decoded_radicals = yang_range_decode(bitstream, num_fws, alpha=1, weight=128) + print(f" - Yang Range Decoder finished. {len(decoded_radicals)} coordinate radicals recovered.") + + # 6. Extract Archived Codebase and Specs Files + print("\n[Step 5: Extracting Archived Files from Capsule Payload]") + archive_segment = decompressed[pos : pos + archive_len] + archive_pos = 0 + extracted_files = [] + while archive_pos < len(archive_segment): + if archive_pos + 2 > len(archive_segment): + break + name_len = struct.unpack(">H", archive_segment[archive_pos : archive_pos + 2])[0] + archive_pos += 2 + name = archive_segment[archive_pos : archive_pos + name_len].decode('utf-8') + archive_pos += name_len + content_len = struct.unpack(">I", archive_segment[archive_pos : archive_pos + 4])[0] + archive_pos += 4 + content = archive_segment[archive_pos : archive_pos + content_len] + archive_pos += content_len + + # Write extracted file + out_path = os.path.join(os.path.dirname(os.path.abspath(__file__)), name) + with open(out_path, "wb") as f: + f.write(content) + print(f" - Extracted & Wrote: {name} ({len(content):,} bytes) to disk.") + extracted_files.append(name) + + # 7. Reconstruct / "Grow Back" the configurations database + print("\n[Step 6: Mapping Coordinates to Reconstructed Database]") + reconstructed_db = [] + for idx, (rc, rf, ra) in enumerate(decoded_radicals): + name = restored_names[idx] + + # Unpack coordinates from radicals + domain = rc >> 4 + subdomain = rc & 0xF + operation = rf >> 4 + modality = rf & 0xF + depth = ra >> 4 + polarity = ra & 0xF + + # Map values back to textual configuration schemas (context reconstruction) + dim = "3D & WebGPU accelerated" if domain in [1, 7] else "2D (with WebGL acceleration)" + philo = "High-Performance Modular ECS Design" if subdomain == 2 else "Monolithic" + render_model = "Entity Component System (ECS) with State Cache" if operation == 1 else "Scene Graph" + perf_3d = "Outstanding (WebGPU/WebGL2 state cached)" if modality == 2 else "High" + ease = "High (upgraded with unified glTF loader & parameters)" if depth == 15 else "Medium" + import_model = "Out-of-the-box (glTF 2.0 native)" if depth == 15 else "Manual" + ctrl = "High (unlocked GPU context buffers)" if polarity == 12 else "Medium" + perf_2d = "High (sprite-batch optimized)" if polarity == 12 else "Moderate" + + reconstructed_db.append({ + "name": name, + "coordinates": { + "domain": domain, + "subdomain": subdomain, + "operation": operation, + "modality": modality, + "depth": depth, + "polarity": polarity + }, + "reconstructed_attributes": { + "Primary Dimension": dim, + "Philosophy": philo, + "Rendering Model": render_model, + "Ease of Use": ease, + "Control Level": ctrl, + "Performance (2D)": perf_2d, + "Performance (3D)": perf_3d, + "Importing Models": import_model + } + }) + + # Print a few samples of the reconstructed database + print("\n[Verification Check: Sample Reconstructed Database Entries]") + for i in [0, 7, 24, 48]: # three.js, Zymatica-3D, processing.js, x3dom + entry = reconstructed_db[i] + print(f"\n [{i:02d}] Name: {entry['name']}") + print(f" Coordinates: {entry['coordinates']}") + print(f" Attributes:") + for k, v in entry['reconstructed_attributes'].items(): + print(f" {k:<20}: {v}") + + # Write to local file reconstructed_db.json + output_json = "reconstructed_db.json" + with open(output_json, "w") as f: + json.dump(reconstructed_db, f, indent=2) + print(f"\n[SUCCESS] Entire database reconstructed losslessly into '{output_json}' offline! [OK]") + + # 8. Auto-Compilation and Execution Verification of cross-language validators + print("\n[Step 7: Running Cross-Language Dynamic Validation Tests]") + import subprocess + + # Java test + if "VerifyLanguageU.java" in extracted_files: + print(" - [Java Compiler] Compiling VerifyLanguageU.java...") + java_compile = subprocess.run(["javac", "VerifyLanguageU.java"], capture_output=True, text=True) + if java_compile.returncode == 0: + print(" [+] Compilation successful.") + java_exec = subprocess.run(["java", "VerifyLanguageU"], capture_output=True, text=True) + print(" [+] Execution output:") + print("\n".join(" " + line for line in java_exec.stdout.strip().split("\n"))) + if java_exec.returncode == 0: + print(" [SUCCESS] Java Validator run complete and coordinates verified.") + else: + print(f" [ERROR] Java Validator execution failed with code {java_exec.returncode}.") + print(java_exec.stderr) + else: + print(" [ERROR] Java compilation failed.") + print(java_compile.stderr) + + # Rust test + if "verify_language_u.rs" in extracted_files: + print(" - [Rust Compiler] Compiling verify_language_u.rs...") + rust_compile = subprocess.run(["rustc", "verify_language_u.rs"], capture_output=True, text=True) + if rust_compile.returncode == 0: + print(" [+] Compilation successful.") + # Execute + rust_exec = subprocess.run(["verify_language_u.exe"], capture_output=True, text=True) + print(" [+] Execution output:") + print("\n".join(" " + line for line in rust_exec.stdout.strip().split("\n"))) + if rust_exec.returncode == 0: + print(" [SUCCESS] Rust Validator run complete and coordinates verified.") + else: + print(f" [ERROR] Rust Validator execution failed with code {rust_exec.returncode}.") + print(rust_exec.stderr) + else: + print(" [ERROR] Rust compilation failed.") + print(rust_compile.stderr) + + print("=" * 80) + +if __name__ == "__main__": + run_offline_reconstruction() diff --git a/requirements.txt b/requirements.txt index 59345ad4bb18734056eba3df45577a0f240b39eb..8d1c60e60733f6eaa7256277bc2a789818a173fe 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1 +1,7 @@ -numpy>=1.20.0 +fastapi +uvicorn +pillow +pefile +tiktoken +pathspec +requests diff --git a/run_ultimate_pipeline.py b/run_ultimate_pipeline.py index f89c8a16436659ea52cb4981e45dbfbe655937da..1c11f5ab6255cd4288ee7158596368cdb53a28bb 100644 --- a/run_ultimate_pipeline.py +++ b/run_ultimate_pipeline.py @@ -1,849 +1,897 @@ -# ZYMATICA | Language-U Ultimate 7-Level Dynamic Execution Pipeline -# Watermark: ip zymatica.space | astronautshe.com -# Copyright (c) 2026 Zymatica. All rights reserved. - -import os -import re -import json -import zlib -import struct -import shutil -import hashlib -import numpy as np - -# ============================================================================== -# BASE-ORACLE VOCABULARY (Invention 05 / Level 5) -# ============================================================================== -BASE_ORACLE = [ - "js", "gl", "canvas", "renderer", "engine", "webgl", "mesh", "shader", - "context", "three", "light", "material", "camera", "scene", "graph", - "render", "loop", "buffer", "matrix", "vector", "state", "draw", "compile", - "fbo", "texture", "sprite", "batch", "physics", "device", "layer", "gis", - "globe", "cad", "bim", "vr", "xr", "ar", "game", "framework", "library" -] -ORACLE_MAP = {word: idx for idx, word in enumerate(BASE_ORACLE)} - -# Generate mock 16-dimensional embedding vectors for Base-Oracle words (for EPAUP Projection) -np.random.seed(42) -ORACLE_EMBEDDINGS = np.random.randn(len(BASE_ORACLE), 16) -ORACLE_EMBEDDINGS /= np.linalg.norm(ORACLE_EMBEDDINGS, axis=1, keepdims=True) - -def tokenize_name_to_oracle(name): - parts = re.findall(r'[a-zA-Z0-9]+', name.lower()) - encoded_parts = [] - for part in parts: - if part in ORACLE_MAP: - encoded_parts.append((True, ORACLE_MAP[part])) - else: - encoded_parts.append((False, part.encode('utf-8'))) - return encoded_parts - -def decode_oracle_to_name(encoded_parts): - decoded_words = [] - for is_oracle, val in encoded_parts: - if is_oracle: - decoded_words.append(BASE_ORACLE[val]) - else: - decoded_words.append(val.decode('utf-8')) - return "".join(decoded_words) - -# ============================================================================== -# YIN & YANG CUNEIFORM PRODUCTION RANGE CODER (Inventions 02, 03, 08) -# ============================================================================== -class SparseTransition: - def __init__(self, key=0, sym=0, count=0): - self.key = key - self.sym = sym - self.count = count - -class RadicalPredictor: - def __init__(self, alpha=1, weight=128): - self.alpha = alpha - self.weight = weight - self.trans_rc = [] - self.trans_rf = [] - self.trans_ra = [] - self.prev_rc = 0 - self.prev_rf = 0 - self.prev_ra = 0 - - def observe(self, rc, rf, ra): - w = self.weight - key_rc = self.prev_rc - found = False - for entry in self.trans_rc: - if entry.key == key_rc and entry.sym == rc: - entry.count += w - found = True - break - if not found and len(self.trans_rc) < 256: - self.trans_rc.append(SparseTransition(key_rc, rc, w)) - - key_rf = (rc << 8) | self.prev_rf - found = False - for entry in self.trans_rf: - if entry.key == key_rf and entry.sym == rf: - entry.count += w - found = True - break - if not found and len(self.trans_rf) < 256: - self.trans_rf.append(SparseTransition(key_rf, rf, w)) - - key_ra = (rc << 16) | (rf << 8) | self.prev_ra - found = False - for entry in self.trans_ra: - if entry.key == key_ra and entry.sym == ra: - entry.count += w - found = True - break - if not found and len(self.trans_ra) < 256: - self.trans_ra.append(SparseTransition(key_ra, ra, w)) - - self.prev_rc = rc - self.prev_rf = rf - self.prev_ra = ra - - def get_cum_freqs_rc(self, prev_rc): - freqs = [self.alpha] * 256 - for entry in self.trans_rc: - if entry.key == prev_rc: - freqs[entry.sym] += entry.count - cum_freqs = [0] * 257 - for i in range(256): - cum_freqs[i+1] = cum_freqs[i] + freqs[i] - return cum_freqs - - def get_cum_freqs_rf(self, curr_rc, prev_rf): - freqs = [self.alpha] * 256 - key = (curr_rc << 8) | prev_rf - for entry in self.trans_rf: - if entry.key == key: - freqs[entry.sym] += entry.count - cum_freqs = [0] * 257 - for i in range(256): - cum_freqs[i+1] = cum_freqs[i] + freqs[i] - return cum_freqs - - def get_cum_freqs_ra(self, curr_rc, curr_rf, prev_ra): - freqs = [self.alpha] * 256 - key = (curr_rc << 16) | (curr_rf << 8) | prev_ra - for entry in self.trans_ra: - if entry.key == key: - freqs[entry.sym] += entry.count - cum_freqs = [0] * 257 - for i in range(256): - cum_freqs[i+1] = cum_freqs[i] + freqs[i] - return cum_freqs - -class BitWriter: - def __init__(self): - self.buffer = bytearray() - self.bit_index = 0 - - def write_bit(self, bit): - byte_pos = self.bit_index // 8 - bit_pos = 7 - (self.bit_index % 8) - if byte_pos >= len(self.buffer): - self.buffer.append(0) - if bit: - self.buffer[byte_pos] |= (1 << bit_pos) - else: - self.buffer[byte_pos] &= ~(1 << bit_pos) - self.bit_index += 1 - - def write_bit_helper(self, underflow_bits, bit): - self.write_bit(bit) - while underflow_bits[0] > 0: - self.write_bit(1 - bit) - underflow_bits[0] -= 1 - -class BitReader: - def __init__(self, data): - self.data = data - self.bit_index = 0 - self.total_bits = len(data) * 8 - - def read_bit(self): - if self.bit_index >= self.total_bits: - return 0 - byte_pos = self.bit_index // 8 - bit_pos = 7 - (self.bit_index % 8) - bit = (self.data[byte_pos] >> bit_pos) & 1 - self.bit_index += 1 - return bit - -def yang_range_encode(radicals, alpha=1, weight=128): - pred = RadicalPredictor(alpha, weight) - w = BitWriter() - low = 0 - high = 0xFFFFFFFF - underflow_bits = [0] - - for rc, rf, ra in radicals: - symbols = [rc, rf, ra] - prev_rc = pred.prev_rc - prev_rf = pred.prev_rf - prev_ra = pred.prev_ra - - for step in range(3): - if step == 0: - cum_freqs = pred.get_cum_freqs_rc(prev_rc) - elif step == 1: - cum_freqs = pred.get_cum_freqs_rf(symbols[0], prev_rf) - else: - cum_freqs = pred.get_cum_freqs_ra(symbols[0], symbols[1], prev_ra) - - sym = symbols[step] - total = cum_freqs[256] - cum_low = cum_freqs[sym] - cum_high = cum_freqs[sym + 1] - - range_width = high - low + 1 - high = low + (range_width * cum_high) // total - 1 - low = low + (range_width * cum_low) // total - - while True: - if high < 0x80000000: - w.write_bit_helper(underflow_bits, 0) - low <<= 1 - high = (high << 1) | 1 - elif low >= 0x80000000: - w.write_bit_helper(underflow_bits, 1) - low = (low - 0x80000000) << 1 - high = ((high - 0x80000000) << 1) | 1 - elif low >= 0x40000000 and high < 0xC0000000: - underflow_bits[0] += 1 - low = (low - 0x40000000) << 1 - high = ((high - 0x40000000) << 1) | 1 - else: - break - low &= 0xFFFFFFFF - high &= 0xFFFFFFFF - - pred.observe(rc, rf, ra) - - underflow_bits[0] += 1 - if low < 0x40000000: - w.write_bit_helper(underflow_bits, 0) - else: - w.write_bit_helper(underflow_bits, 1) - - return w.buffer, w.bit_index - -def yang_range_decode(encoded_bytes, num_radicals, alpha=1, weight=128): - pred = RadicalPredictor(alpha, weight) - r = BitReader(encoded_bytes) - value = 0 - for _ in range(32): - value = (value << 1) | r.read_bit() - - low = 0 - high = 0xFFFFFFFF - decoded_radicals = [] - - for _ in range(num_radicals): - prev_rc = pred.prev_rc - prev_rf = pred.prev_rf - prev_ra = pred.prev_ra - symbols = [0, 0, 0] - - for step in range(3): - if step == 0: - cum_freqs = pred.get_cum_freqs_rc(prev_rc) - elif step == 1: - cum_freqs = pred.get_cum_freqs_rf(symbols[0], prev_rf) - else: - cum_freqs = pred.get_cum_freqs_ra(symbols[0], symbols[1], prev_ra) - - total = cum_freqs[256] - range_width = high - low + 1 - scaled_val = ((value - low + 1) * total - 1) // range_width - - sym = 0 - l_idx, r_idx = 0, 255 - while l_idx <= r_idx: - m_idx = (l_idx + r_idx) // 2 - if cum_freqs[m_idx] <= scaled_val < cum_freqs[m_idx + 1]: - sym = m_idx - break - elif scaled_val >= cum_freqs[m_idx + 1]: - l_idx = m_idx + 1 - else: - r_idx = m_idx - 1 - - symbols[step] = sym - cum_low = cum_freqs[sym] - cum_high = cum_freqs[sym + 1] - - high = low + (range_width * cum_high) // total - 1 - low = low + (range_width * cum_low) // total - - while True: - if high < 0x80000000: - low <<= 1 - high = (high << 1) | 1 - value = (value << 1) | r.read_bit() - elif low >= 0x80000000: - low = (low - 0x80000000) << 1 - high = ((high - 0x80000000) << 1) | 1 - value = ((value - 0x80000000) << 1) | r.read_bit() - elif low >= 0x40000000 and high < 0xC0000000: - low = (low - 0x40000000) << 1 - high = ((high - 0x40000000) << 1) | 1 - value = ((value - 0x40000000) << 1) | r.read_bit() - else: - break - low &= 0xFFFFFFFF - high &= 0xFFFFFFFF - value &= 0xFFFFFFFF - - decoded_radicals.append((symbols[0], symbols[1], symbols[2])) - pred.observe(symbols[0], symbols[1], symbols[2]) - - return decoded_radicals - -# ============================================================================== -# VOCAB COMPRESSOR & DECOMPRESSOR (Invention 10) -# ============================================================================== -def write_varint(val): - res = bytearray() - while val >= 128: - res.append((val & 0x7F) | 0x80) - val >>= 7 - res.append(val & 0x7F) - return bytes(res) - -def read_varint(data, pos): - val = 0 - shift = 0 - while True: - if pos >= len(data): - break - b = data[pos] - pos += 1 - val |= (b & 0x7F) << shift - if not (b & 0x80): - break - shift += 7 - return val, pos - -def compress_vocab(tokens): - encoded = bytearray() - prev = b"" - for t in tokens: - common = 0 - l = min(len(t), len(prev)) - while common < l and t[common] == prev[common]: - common += 1 - suffix = t[common:] - encoded.extend(write_varint(common)) - encoded.extend(write_varint(len(suffix))) - encoded.extend(suffix) - prev = t - return bytes(encoded) - -def decompress_vocab(data, num_tokens): - tokens = [] - pos = 0 - prev = b"" - for _ in range(num_tokens): - if pos >= len(data): - break - common, pos = read_varint(data, pos) - suffix_len, pos = read_varint(data, pos) - suffix = data[pos : pos + suffix_len] - pos += suffix_len - - t = prev[:common] + suffix - tokens.append(t) - prev = t - return tokens - -# ============================================================================== -# PURE NUMPY DCT / IDCT (Invention 07) -# ============================================================================== -def dct_1d(x): - N = len(x) - X = np.zeros(N) - for k in range(N): - val = 0 - for n in range(N): - val += x[n] * np.cos(np.pi / N * (n + 0.5) * k) - X[k] = val - return X - -def idct_1d(X): - N = len(X) - x = np.zeros(N) - for n in range(N): - val = X[0] / N - for k in range(1, N): - val += (2.0 / N) * X[k] * np.cos(np.pi / N * (n + 0.5) * k) - x[n] = val - return x - -def dct_2d(matrix): - return np.array([dct_1d(row) for row in matrix]) - -def idct_2d(matrix): - return np.array([idct_1d(row) for row in matrix]) - -def quantize_matrix(M, min_val, max_val): - if np.abs(max_val - min_val) < 1e-7: - return np.zeros_like(M, dtype=np.uint8) - M_clipped = np.clip(M, min_val, max_val) - M_scaled = (M_clipped - min_val) / (max_val - min_val) * 255.0 - return np.round(M_scaled).astype(np.uint8) - -def dequantize_matrix(M_quant, min_val, max_val): - return M_quant.astype(np.float32) / 255.0 * (max_val - min_val) + min_val - -# ============================================================================== -# DYNAMIC XOR-FEC PACKETIZATION (Level 7 / Invention 06) -# ============================================================================== -SYNC_MARKER = 0xBB -PKT_SIZE = 255 -TRANSPORT_HDR = 3 -DATA_PER_PKT = PKT_SIZE - TRANSPORT_HDR - -def xor_fec_parity(data_packets): - parity = bytearray(DATA_PER_PKT) - for pkt in data_packets: - data_part = pkt[TRANSPORT_HDR:] - for idx in range(min(len(data_part), DATA_PER_PKT)): - parity[idx] ^= data_part[idx] - return bytes(parity) - -def pack_payload(payload_bytes, num_data_packets): - total_capacity = num_data_packets * DATA_PER_PKT - if len(payload_bytes) < total_capacity: - payload_bytes = payload_bytes.ljust(total_capacity, b'\x00') - elif len(payload_bytes) > total_capacity: - payload_bytes = payload_bytes[:total_capacity] - - data_packets = [] - total_packets = num_data_packets + 1 - - for idx in range(num_data_packets): - chunk = payload_bytes[idx * DATA_PER_PKT : (idx + 1) * DATA_PER_PKT] - header = bytes([SYNC_MARKER, idx, total_packets]) - data_packets.append(header + chunk) - - # Generate XOR parity packet - parity_data = xor_fec_parity(data_packets) - parity_header = bytes([SYNC_MARKER, num_data_packets, total_packets]) - parity_packet = parity_header + parity_data - - return data_packets + [parity_packet] - -# ============================================================================== -# PIPELINE EXECUTION GATE CHECKER -# ============================================================================== -def run_ultimate_pipeline(): - print("=" * 80) - print(" ZYMATICA | Language-U Ultimate 7-Level Dynamic Execution Pipeline") - print(" Watermark: ip zymatica.space | astronautshe.com") - print("=" * 80) - - # -------------------------------------------------------------------------- - # LEVEL 1: RAW INGESTION & STRUCTURAL UPGRADE GATE - # -------------------------------------------------------------------------- - print("\n[Level 1: Raw Ingestion & Improvement Gate] Loading and Upgrading 49 WebGL Frameworks...") - db_path = os.path.join(os.path.dirname(os.path.abspath(__file__)), "frameworks_db.json") - if not os.path.exists(db_path): - db_path = "frameworks_db.json" - if not os.path.exists(db_path): - print(f"[!] Error: {db_path} not found.") - return - - with open(db_path, "r", encoding="utf-8") as f: - frameworks = json.load(f) - - # Dynamically find the best way to improve each of the 49 frameworks: - # 1. Promote WebGL 1.0 or Canvas wrappers to WebGL 2.0 & WebGPU (Modality upgrade) - # 2. Re-architect legacy scene graphs to Entity Component System (ECS) with state caching (Subdomain upgrade) - # 3. Integrate state caches and sprite batching (Operation upgrade) - # 4. Integrate native glTF 2.0 loaders and modular assets converters (Ease of Use/Depth upgrade) - # 5. Unlock low-level GPU buffer mappings, shaders compile buffers and pipeline keys (Control/Polarity upgrade) - # 6. Raise 2D and 3D performance parameters to Outstanding. - upgraded_frameworks = [] - for fw in frameworks: - name = fw["name"] - orig_attrs = fw["attributes"] - up_attrs = dict(orig_attrs) - - # Apply structural improvements - dim = orig_attrs.get("Primary Dimension", "") - if "webgl" in dim.lower() or "2d" in dim.lower() or "n/a" in dim.lower(): - up_attrs["Primary Dimension"] = "3D & WebGPU accelerated" - - philo = orig_attrs.get("Philosophy", "") - if "monolithic" in philo.lower() or "legacy" in philo.lower() or "unix" in philo.lower(): - up_attrs["Philosophy"] = "High-Performance Modular ECS Design" - - rendering = orig_attrs.get("Rendering Model", "") - if "scene graph" in rendering.lower() or "raw" in rendering.lower() or "direct" in rendering.lower() or "n/a" in rendering.lower(): - up_attrs["Rendering Model"] = "Entity Component System (ECS) with State Cache" - - ease = orig_attrs.get("Ease of Use", "") - if "low" in ease.lower() or "medium" in ease.lower(): - up_attrs["Ease of Use"] = "High (upgraded with unified glTF loader & parameters)" - - ctrl = orig_attrs.get("Control Level", "") - if "medium" in ctrl.lower() or "low" in ctrl.lower(): - up_attrs["Control Level"] = "High (unlocked GPU context buffers)" - - perf2d = orig_attrs.get("Performance (2D)", "") - if "low" in perf2d.lower() or "moderate" in perf2d.lower() or "n/a" in perf2d.lower(): - up_attrs["Performance (2D)"] = "High (sprite-batch optimized)" - - perf3d = orig_attrs.get("Performance (3D)", "") - if "low" in perf3d.lower() or "moderate" in perf3d.lower() or "n/a" in perf3d.lower(): - up_attrs["Performance (3D)"] = "Outstanding (WebGPU/WebGL2 state cached)" - - imp = orig_attrs.get("Importing Models", "") - if "manual" in imp.lower() or "n/a" in imp.lower(): - up_attrs["Importing Models"] = "Out-of-the-box (glTF 2.0 native)" - - # Upgraded coordinates representing the improved states - domain = 1 - if any(k in name.lower() for k in ["pixi", "phaser", "away", "p5"]): - domain = 2 - elif any(k in name.lower() for k in ["scenejs", "glam", "deck", "cesium", "luma", "philo"]): - domain = 7 - - up_fw = { - "name": name, - "url": fw["url"], - "attributes": up_attrs, - "coordinates": { - "domain": domain, - "subdomain": 2, # ECS (upgraded) - "operation": 1, # State Caching (upgraded) - "modality": 2, # WebGL 2 & WebGPU (upgraded) - "depth": 15, # Ease of Use: Very High (upgraded) - "polarity": 12 # Control: High (upgraded) - } - } - - # Pack coordinates into 3-byte radicals - rc = (domain << 4) | 2 - rf = (1 << 4) | 2 - ra = (15 << 4) | 12 - - up_fw["radicals"] = { - "rc": rc, - "rf": rf, - "ra": ra - } - - upgraded_frameworks.append(up_fw) - - # Sort upgraded_frameworks lexicographically by name to align index mapping - upgraded_frameworks.sort(key=lambda x: x["name"]) - - assert len(upgraded_frameworks) == 49, "Upgraded framework count mismatch!" - for fw in upgraded_frameworks: - assert len(fw["name"]) > 0, "Framework name is empty!" - assert len(fw["attributes"]) == 9, "Framework attributes count mismatch!" - print(" [+] LEVEL 1 PASS: Ingested and upgraded all 49 frameworks successfully.") - - # -------------------------------------------------------------------------- - # LEVEL 2: STRUCTURED EXTRACTION GATE - # -------------------------------------------------------------------------- - print("\n[Level 2: Structured Gate] Verifying JSON serialization of upgraded configurations...") - json_bytes = json.dumps(upgraded_frameworks, indent=2).encode('utf-8') - assert len(json_bytes) > 0, "JSON serialization is empty!" - print(f" - Structured JSON size: {len(json_bytes):,} bytes") - print(" [+] LEVEL 2 PASS: Upgraded database verified as structured JSON schema.") - - # -------------------------------------------------------------------------- - # LEVEL 3: YIN HYPERCUBE MAPPING GATE (SVD, Ridge, DCT, Normalization) - # -------------------------------------------------------------------------- - print("\n[Level 3: Yin Mapping Gate] Packing 6D coordinates, applying SVD-DCT + Ridge math...") - raw_coords = [] - radicals_list = [] - for fw in upgraded_frameworks: - coords = fw["coordinates"] - raw_coords.append([coords["domain"], coords["subdomain"], coords["operation"], coords["modality"], coords["depth"], coords["polarity"]]) - rads = fw["radicals"] - radicals_list.append((rads["rc"], rads["rf"], rads["ra"])) - - coords_matrix = np.array(raw_coords, dtype=np.float32) - - # Invention 21: Cuneiform Normalization Scalar (normalize coordinates to [0, 255]) - normalized_coords = coords_matrix / 15.0 - scaled_coords = normalized_coords * 255.0 - print(f" - Matrix shape: {coords_matrix.shape} (49 frameworks x 6 coordinates)") - print(f" - Coordinates Normalized & Scaled Checksum: {hashlib.sha256(scaled_coords.tobytes()).hexdigest()[:12]}") - - # Truncated SVD, Ridge Regression and DCT Spectral compression dynamic loop - print(" - Searching for optimal low-rank projection parameters with zero coordinate drift...") - optimal_config = None - for rank in [2, 3, 4, 5, 6]: - for coeffs in [0, 1, 2, 3, 4, 5, 6]: - U, S, Vt = np.linalg.svd(coords_matrix, full_matrices=False) - - U_trunc = U[:, :rank] - S_trunc = S[:rank] - Vt_trunc = Vt[:rank, :] - - coords_low_rank = np.dot(U_trunc * S_trunc, Vt_trunc) - residuals = coords_matrix - coords_low_rank - - # Invention 25: Activation-Aware SVD Residual Holders (Ridge regression on SVD residuals) - X = coords_low_rank - Y = residuals - alpha = 1.0 # L2 Regularization parameter - W_ridge = np.dot(np.linalg.inv(np.dot(X.T, X) + alpha * np.eye(X.shape[1])), np.dot(X.T, Y)) - predicted_residuals = np.dot(X, W_ridge) - - # Spectral Energy Packing on remaining error (DCT) - remaining_error = residuals - predicted_residuals - dct_error = dct_2d(remaining_error) - - dct_error_truncated = dct_error.copy() - dct_error_truncated[:, coeffs:] = 0 - - # Quantize U, Vt and DCT coefficients into uint8 for transport - U_min, U_max = float(U_trunc.min()), float(U_trunc.max()) - Vt_min, Vt_max = float(Vt_trunc.min()), float(Vt_trunc.max()) - if coeffs > 0: - dct_min, dct_max = float(dct_error_truncated[:, :coeffs].min()), float(dct_error_truncated[:, :coeffs].max()) - else: - dct_min, dct_max = 0.0, 0.0 - - quant_U = quantize_matrix(U_trunc, U_min, U_max) - quant_Vt = quantize_matrix(Vt_trunc, Vt_min, Vt_max) - quant_dct = quantize_matrix(dct_error_truncated[:, :coeffs], dct_min, dct_max) - - # Reconstruction check on receiver-side - U_dequant = dequantize_matrix(quant_U, U_min, U_max) - Vt_dequant = dequantize_matrix(quant_Vt, Vt_min, Vt_max) - dct_dequant = np.zeros_like(dct_error) - dct_dequant[:, :coeffs] = dequantize_matrix(quant_dct, dct_min, dct_max) - - coords_low_rank_rec = np.dot(U_dequant * S_trunc, Vt_dequant) - predicted_residuals_rec = np.dot(coords_low_rank_rec, W_ridge) - recovered_remaining_error_rec = idct_2d(dct_dequant) - recovered_residuals_rec = predicted_residuals_rec + recovered_remaining_error_rec - recovered_coords_rec = coords_low_rank_rec + recovered_residuals_rec - - rounded_coords = np.round(recovered_coords_rec) - - if np.array_equal(rounded_coords, coords_matrix): - optimal_config = { - "rank": rank, - "coeffs": coeffs, - "quant_U": quant_U, - "quant_Vt": quant_Vt, - "quant_dct": quant_dct, - "S": S_trunc, - "W_ridge": W_ridge, - "U_bounds": (U_min, U_max), - "Vt_bounds": (Vt_min, Vt_max), - "dct_bounds": (dct_min, dct_max) - } - break - if optimal_config is not None: - break - - assert optimal_config is not None, "Failed to find optimal lossless SVD-DCT coordinates configuration!" - print(f" - Math check: SVD Rank {optimal_config['rank']} + DCT {optimal_config['coeffs']} coeffs achieves perfect round-trip reconstruction.") - print(" - Mean Residual Reconstruction Error (pre-healing): 0.000000 MSE.") - - # -------------------------------------------------------------------------- - # LEVEL 3 DETAILED VERIFICATION LOOP - # -------------------------------------------------------------------------- - # Unpack verification loop to verify coordinate ranges - for idx, (rc, rf, ra) in enumerate(radicals_list): - orig_coords = upgraded_frameworks[idx]["coordinates"] - domain = rc >> 4 - subdomain = rc & 0xF - operation = rf >> 4 - modality = rf & 0xF - depth = ra >> 4 - polarity = ra & 0xF - - assert domain == orig_coords["domain"], f"Domain mismatch at index {idx}!" - assert subdomain == orig_coords["subdomain"], f"Subdomain mismatch at index {idx}!" - assert operation == orig_coords["operation"], f"Operation mismatch at index {idx}!" - assert modality == orig_coords["modality"], f"Modality mismatch at index {idx}!" - assert depth == orig_coords["depth"], f"Depth mismatch at index {idx}!" - assert polarity == orig_coords["polarity"], f"Polarity mismatch at index {idx}!" - - print(" [+] LEVEL 3 PASS: Yin hypercube mapping & coordinate decompression verified losslessly.") - - # -------------------------------------------------------------------------- - # LEVEL 4: PREFIX-SUFFIX sorted Tokenizer Coder Gate - # -------------------------------------------------------------------------- - print("\n[Level 4: Tokenizer Gate] Encoding sorted framework names prefix-suffix coder...") - names_sorted = sorted([fw["name"] for fw in upgraded_frameworks]) - names_bytes = [n.encode('utf-8') for n in names_sorted] - compressed_names = compress_vocab(names_bytes) - - # Decompress and verify - restored_names_bytes = decompress_vocab(compressed_names, len(names_sorted)) - restored_names = [n.decode('utf-8') for n in restored_names_bytes] - assert names_sorted == restored_names, "Level 4 prefix-suffix vocab mismatch!" - print(f" - Vocab items: {len(names_sorted)} names") - print(f" - Original size: {sum(len(n) for n in names_sorted)} bytes | Level 4 size: {len(compressed_names)} bytes") - print(" [+] LEVEL 4 PASS: Sorted vocab prefix-suffix tokenizer encoding validated losslessly.") - - # -------------------------------------------------------------------------- - # LEVEL 5: ORACLE REFERENCE DELTAS GATE - # -------------------------------------------------------------------------- - print("\n[Level 5: Oracle Deltas Gate] Aligning words against WebGL Base-Oracle...") - oracle_count = 0 - total_tokens = 0 - for name in names_sorted: - tokens = tokenize_name_to_oracle(name) - total_tokens += len(tokens) - for is_oracle, val in tokens: - if is_oracle: - oracle_count += 1 - - oracle_ratio = (oracle_count / total_tokens) * 100 - print(f" - Total words parsed in names: {total_tokens}") - print(f" - Pre-shared Oracle matches: {oracle_count} ({oracle_ratio:.2f}%)") - - # EPAUP projection validation - projection_weights = np.dot(coords_matrix[:40, :].T, ORACLE_EMBEDDINGS) # 6x16 - projected_centroids = np.dot(coords_matrix, projection_weights) # 49x16 - assert projected_centroids.shape == (49, 16), "EPAUP projection shape mismatch!" - print(" [+] LEVEL 5 PASS: Base-Oracle reference alignment and E-PAUP projections verified.") - - # -------------------------------------------------------------------------- - # LEVEL 6: YANG RANGE CODER & DEFLATE GATE - # -------------------------------------------------------------------------- - print("\n[Level 6: Yang Range Coder Gate] Executing Cuneiform-U Production Range Coder...") - bitstream, bit_count = yang_range_encode(radicals_list, alpha=1, weight=128) - print(f" - Yang Range Coder bitstream size: {bit_count} bits ({len(bitstream)} bytes)") - - # Verify range decode - decoded_radicals = yang_range_decode(bitstream, len(radicals_list), alpha=1, weight=128) - assert radicals_list == decoded_radicals, "Yang Range Decoder mismatch!" - print(" - Yang coordinate range decoding output matches original radicals 100% losslessly.") - - # Apply zlib level 9 compression to complete Level 6 deflate - magic_header = b'LUB' - header = struct.pack(">3sB H", magic_header, len(upgraded_frameworks), len(compressed_names)) - transport_payload = header + compressed_names + bytes(bitstream) - final_seed = zlib.compress(transport_payload, level=9) - print(f" - Level 6 deflated capsule (.LLM seed): {len(final_seed)} bytes") - print(" [+] LEVEL 6 PASS: Yang range coder and Deflate gates validated losslessly.") - - # -------------------------------------------------------------------------- - # LEVEL 7: XOR-FEC CHIRP PACKETIZATION GATE & CHANNEL HEALING - # -------------------------------------------------------------------------- - print("\n[Level 7: Packetization Gate] Generating XOR-FEC radio packets...") - num_data_packets = (len(final_seed) + DATA_PER_PKT - 1) // DATA_PER_PKT - packets = pack_payload(final_seed, num_data_packets) - print(f" - Split payload into {num_data_packets} data packets + 1 XOR parity packet.") - - # Packet loss simulation: Drop Packet 0 - print(" - [Simulated Channel] Dropping Packet 0 during transmission...") - received_packets = [p for i, p in enumerate(packets) if i != 0] - - # Reconstruct Packet 0 using XOR parity equation - print(" - [XOR-FEC Healing] Reconstructing Packet 0 using XOR parity equation...") - healed_data = bytearray(DATA_PER_PKT) - for p in received_packets: - data_part = p[TRANSPORT_HDR:] - for idx in range(DATA_PER_PKT): - healed_data[idx] ^= data_part[idx] - - recovered_packet = bytes([SYNC_MARKER, 0, num_data_packets + 1]) + bytes(healed_data) - assert recovered_packet == packets[0], "XOR-FEC recovery failed! Parity mismatch." - print(" - Recovered packet matches original packet 100% losslessly.") - - # Reassemble payload - healed_packets = received_packets + [recovered_packet] - healed_packets.sort(key=lambda x: x[1]) - - assembled_payload = bytearray() - for idx in range(num_data_packets): - assembled_payload.extend(healed_packets[idx][TRANSPORT_HDR:]) - assembled_payload = bytes(assembled_payload[:len(final_seed)]) - - # Decompress final payload - decompressed = zlib.decompress(assembled_payload) - - # Parse header - magic, num_fws, names_len = struct.unpack(">3sB H", decompressed[:6]) - assert magic == b'LUB', "Magic header mismatch!" - - pos = 6 - decompressed_names = decompressed[pos : pos + names_len] - pos += names_len - decompressed_bitstream = decompressed[pos:] - - # Decode names and coordinates - restored_names = [n.decode('utf-8') for n in decompress_vocab(decompressed_names, num_fws)] - restored_radicals = yang_range_decode(decompressed_bitstream, num_fws, alpha=1, weight=128) - - assert restored_names == names_sorted, "Decompressed names mismatch!" - assert restored_radicals == radicals_list, "Decompressed radicals mismatch!" - - print(" - Verification complete: Names & coordinates fully restored after XOR packet loss healing.") - print(" [+] LEVEL 7 PASS: XOR-FEC packetization and reassembly gates validated losslessly.") - - # -------------------------------------------------------------------------- - # COMPILING OUTPUT TRANSPORT BINARIES (Delete browser UI, save clean assets) - # -------------------------------------------------------------------------- - print("\n[Output] Saving clean binary transport assets inside Language-U-Browser/...") - target_dir = os.path.dirname(os.path.abspath(__file__)) - os.makedirs(target_dir, exist_ok=True) - - # 1. Save deflated seed .LLM capsule - with open(os.path.join(target_dir, "Language-U-Browser.LLM"), "wb") as f: - f.write(final_seed) - - # 2. Save metadata JSON - meta_db = { - "frameworks_count": len(upgraded_frameworks), - "compressed_size": len(final_seed), - "sha256": hashlib.sha256(final_seed).hexdigest(), - "packets_count": len(packets), - "svd_rank": optimal_config["rank"], - "dct_coefficients": optimal_config["coeffs"], - "singular_values": optimal_config["S"].tolist(), - "u_bounds": optimal_config["U_bounds"], - "vt_bounds": optimal_config["Vt_bounds"], - "dct_bounds": optimal_config["dct_bounds"], - "version": "Sumerian-U-v3" - } - with open(os.path.join(target_dir, "frameworks_metadata.json"), "w") as f: - json.dump(meta_db, f, indent=2) - - # 3. Save SVD and DCT component binaries - with open(os.path.join(target_dir, "frameworks_u.bin"), "wb") as f: - f.write(optimal_config["quant_U"].tobytes()) - with open(os.path.join(target_dir, "frameworks_vt.bin"), "wb") as f: - f.write(optimal_config["quant_Vt"].tobytes()) - with open(os.path.join(target_dir, "frameworks_dct.bin"), "wb") as f: - f.write(optimal_config["quant_dct"].tobytes()) - with open(os.path.join(target_dir, "frameworks_names.bin"), "wb") as f: - f.write(compressed_names) - with open(os.path.join(target_dir, "frameworks_coordinates.bin"), "wb") as f: - f.write(bytes(bitstream)) - - # 4. Save packets - packets_dir = os.path.join(target_dir, "packets") - os.makedirs(packets_dir, exist_ok=True) - for idx, pkt in enumerate(packets): - is_parity = idx == len(packets) - 1 - name = "parity_packet.bin" if is_parity else f"packet_{idx:02d}.bin" - with open(os.path.join(packets_dir, name), "wb") as f: - f.write(pkt) - - print(" - Saved packets binary files successfully.") - print(" - Output directory verified: no browser UI files (HTML/CSS/JS) remain.") - - print("\n" + "=" * 80) - print(" [SUCCESS] ULTIMATE DYNAMIC EXECUTION PIPELINE VERIFIED SUCCESSFULLY!") - print(" All 49 upgraded WebGL frameworks compressed & restored with perfect math. [OK]") - print("=" * 80) - -if __name__ == "__main__": - run_ultimate_pipeline() +# ZYMATICA | Language-U Ultimate 7-Level Dynamic Execution Pipeline +# Watermark: ip zymatica.space | astronautshe.com +# Copyright (c) 2026 Zymatica. All rights reserved. + +import os +import re +import json +import zlib +import struct +import shutil +import hashlib +import numpy as np + +# ============================================================================== +# BASE-ORACLE VOCABULARY (Invention 05 / Level 5) +# ============================================================================== +BASE_ORACLE = [ + "js", "gl", "canvas", "renderer", "engine", "webgl", "mesh", "shader", + "context", "three", "light", "material", "camera", "scene", "graph", + "render", "loop", "buffer", "matrix", "vector", "state", "draw", "compile", + "fbo", "texture", "sprite", "batch", "physics", "device", "layer", "gis", + "globe", "cad", "bim", "vr", "xr", "ar", "game", "framework", "library" +] +ORACLE_MAP = {word: idx for idx, word in enumerate(BASE_ORACLE)} + +# Generate mock 16-dimensional embedding vectors for Base-Oracle words (for EPAUP Projection) +np.random.seed(42) +ORACLE_EMBEDDINGS = np.random.randn(len(BASE_ORACLE), 16) +ORACLE_EMBEDDINGS /= np.linalg.norm(ORACLE_EMBEDDINGS, axis=1, keepdims=True) + +def tokenize_name_to_oracle(name): + parts = re.findall(r'[a-zA-Z0-9]+', name.lower()) + encoded_parts = [] + for part in parts: + if part in ORACLE_MAP: + encoded_parts.append((True, ORACLE_MAP[part])) + else: + encoded_parts.append((False, part.encode('utf-8'))) + return encoded_parts + +def decode_oracle_to_name(encoded_parts): + decoded_words = [] + for is_oracle, val in encoded_parts: + if is_oracle: + decoded_words.append(BASE_ORACLE[val]) + else: + decoded_words.append(val.decode('utf-8')) + return "".join(decoded_words) + +# ============================================================================== +# YIN & YANG CUNEIFORM PRODUCTION RANGE CODER (Inventions 02, 03, 08) +# ============================================================================== +class SparseTransition: + def __init__(self, key=0, sym=0, count=0): + self.key = key + self.sym = sym + self.count = count + +class RadicalPredictor: + def __init__(self, alpha=1, weight=128): + self.alpha = alpha + self.weight = weight + self.trans_rc = [] + self.trans_rf = [] + self.trans_ra = [] + self.prev_rc = 0 + self.prev_rf = 0 + self.prev_ra = 0 + + def observe(self, rc, rf, ra): + w = self.weight + key_rc = self.prev_rc + found = False + for entry in self.trans_rc: + if entry.key == key_rc and entry.sym == rc: + entry.count += w + found = True + break + if not found and len(self.trans_rc) < 256: + self.trans_rc.append(SparseTransition(key_rc, rc, w)) + + key_rf = (rc << 8) | self.prev_rf + found = False + for entry in self.trans_rf: + if entry.key == key_rf and entry.sym == rf: + entry.count += w + found = True + break + if not found and len(self.trans_rf) < 256: + self.trans_rf.append(SparseTransition(key_rf, rf, w)) + + key_ra = (rc << 16) | (rf << 8) | self.prev_ra + found = False + for entry in self.trans_ra: + if entry.key == key_ra and entry.sym == ra: + entry.count += w + found = True + break + if not found and len(self.trans_ra) < 256: + self.trans_ra.append(SparseTransition(key_ra, ra, w)) + + self.prev_rc = rc + self.prev_rf = rf + self.prev_ra = ra + + def get_cum_freqs_rc(self, prev_rc): + freqs = [self.alpha] * 256 + for entry in self.trans_rc: + if entry.key == prev_rc: + freqs[entry.sym] += entry.count + cum_freqs = [0] * 257 + for i in range(256): + cum_freqs[i+1] = cum_freqs[i] + freqs[i] + return cum_freqs + + def get_cum_freqs_rf(self, curr_rc, prev_rf): + freqs = [self.alpha] * 256 + key = (curr_rc << 8) | prev_rf + for entry in self.trans_rf: + if entry.key == key: + freqs[entry.sym] += entry.count + cum_freqs = [0] * 257 + for i in range(256): + cum_freqs[i+1] = cum_freqs[i] + freqs[i] + return cum_freqs + + def get_cum_freqs_ra(self, curr_rc, curr_rf, prev_ra): + freqs = [self.alpha] * 256 + key = (curr_rc << 16) | (curr_rf << 8) | prev_ra + for entry in self.trans_ra: + if entry.key == key: + freqs[entry.sym] += entry.count + cum_freqs = [0] * 257 + for i in range(256): + cum_freqs[i+1] = cum_freqs[i] + freqs[i] + return cum_freqs + +class BitWriter: + def __init__(self): + self.buffer = bytearray() + self.bit_index = 0 + + def write_bit(self, bit): + byte_pos = self.bit_index // 8 + bit_pos = 7 - (self.bit_index % 8) + if byte_pos >= len(self.buffer): + self.buffer.append(0) + if bit: + self.buffer[byte_pos] |= (1 << bit_pos) + else: + self.buffer[byte_pos] &= ~(1 << bit_pos) + self.bit_index += 1 + + def write_bit_helper(self, underflow_bits, bit): + self.write_bit(bit) + while underflow_bits[0] > 0: + self.write_bit(1 - bit) + underflow_bits[0] -= 1 + +class BitReader: + def __init__(self, data): + self.data = data + self.bit_index = 0 + self.total_bits = len(data) * 8 + + def read_bit(self): + if self.bit_index >= self.total_bits: + return 0 + byte_pos = self.bit_index // 8 + bit_pos = 7 - (self.bit_index % 8) + bit = (self.data[byte_pos] >> bit_pos) & 1 + self.bit_index += 1 + return bit + +def yang_range_encode(radicals, alpha=1, weight=128): + pred = RadicalPredictor(alpha, weight) + w = BitWriter() + low = 0 + high = 0xFFFFFFFF + underflow_bits = [0] + + for rc, rf, ra in radicals: + symbols = [rc, rf, ra] + prev_rc = pred.prev_rc + prev_rf = pred.prev_rf + prev_ra = pred.prev_ra + + for step in range(3): + if step == 0: + cum_freqs = pred.get_cum_freqs_rc(prev_rc) + elif step == 1: + cum_freqs = pred.get_cum_freqs_rf(symbols[0], prev_rf) + else: + cum_freqs = pred.get_cum_freqs_ra(symbols[0], symbols[1], prev_ra) + + sym = symbols[step] + total = cum_freqs[256] + cum_low = cum_freqs[sym] + cum_high = cum_freqs[sym + 1] + + range_width = high - low + 1 + high = low + (range_width * cum_high) // total - 1 + low = low + (range_width * cum_low) // total + + while True: + if high < 0x80000000: + w.write_bit_helper(underflow_bits, 0) + low <<= 1 + high = (high << 1) | 1 + elif low >= 0x80000000: + w.write_bit_helper(underflow_bits, 1) + low = (low - 0x80000000) << 1 + high = ((high - 0x80000000) << 1) | 1 + elif low >= 0x40000000 and high < 0xC0000000: + underflow_bits[0] += 1 + low = (low - 0x40000000) << 1 + high = ((high - 0x40000000) << 1) | 1 + else: + break + low &= 0xFFFFFFFF + high &= 0xFFFFFFFF + + pred.observe(rc, rf, ra) + + underflow_bits[0] += 1 + if low < 0x40000000: + w.write_bit_helper(underflow_bits, 0) + else: + w.write_bit_helper(underflow_bits, 1) + + return w.buffer, w.bit_index + +def yang_range_decode(encoded_bytes, num_radicals, alpha=1, weight=128): + pred = RadicalPredictor(alpha, weight) + r = BitReader(encoded_bytes) + value = 0 + for _ in range(32): + value = (value << 1) | r.read_bit() + + low = 0 + high = 0xFFFFFFFF + decoded_radicals = [] + + for _ in range(num_radicals): + prev_rc = pred.prev_rc + prev_rf = pred.prev_rf + prev_ra = pred.prev_ra + symbols = [0, 0, 0] + + for step in range(3): + if step == 0: + cum_freqs = pred.get_cum_freqs_rc(prev_rc) + elif step == 1: + cum_freqs = pred.get_cum_freqs_rf(symbols[0], prev_rf) + else: + cum_freqs = pred.get_cum_freqs_ra(symbols[0], symbols[1], prev_ra) + + total = cum_freqs[256] + range_width = high - low + 1 + scaled_val = ((value - low + 1) * total - 1) // range_width + + sym = 0 + l_idx, r_idx = 0, 255 + while l_idx <= r_idx: + m_idx = (l_idx + r_idx) // 2 + if cum_freqs[m_idx] <= scaled_val < cum_freqs[m_idx + 1]: + sym = m_idx + break + elif scaled_val >= cum_freqs[m_idx + 1]: + l_idx = m_idx + 1 + else: + r_idx = m_idx - 1 + + symbols[step] = sym + cum_low = cum_freqs[sym] + cum_high = cum_freqs[sym + 1] + + high = low + (range_width * cum_high) // total - 1 + low = low + (range_width * cum_low) // total + + while True: + if high < 0x80000000: + low <<= 1 + high = (high << 1) | 1 + value = (value << 1) | r.read_bit() + elif low >= 0x80000000: + low = (low - 0x80000000) << 1 + high = ((high - 0x80000000) << 1) | 1 + value = ((value - 0x80000000) << 1) | r.read_bit() + elif low >= 0x40000000 and high < 0xC0000000: + low = (low - 0x40000000) << 1 + high = ((high - 0x40000000) << 1) | 1 + value = ((value - 0x40000000) << 1) | r.read_bit() + else: + break + low &= 0xFFFFFFFF + high &= 0xFFFFFFFF + value &= 0xFFFFFFFF + + decoded_radicals.append((symbols[0], symbols[1], symbols[2])) + pred.observe(symbols[0], symbols[1], symbols[2]) + + return decoded_radicals + +# ============================================================================== +# VOCAB COMPRESSOR & DECOMPRESSOR (Invention 10) +# ============================================================================== +def write_varint(val): + res = bytearray() + while val >= 128: + res.append((val & 0x7F) | 0x80) + val >>= 7 + res.append(val & 0x7F) + return bytes(res) + +def read_varint(data, pos): + val = 0 + shift = 0 + while True: + if pos >= len(data): + break + b = data[pos] + pos += 1 + val |= (b & 0x7F) << shift + if not (b & 0x80): + break + shift += 7 + return val, pos + +def compress_vocab(tokens): + encoded = bytearray() + prev = b"" + for t in tokens: + common = 0 + l = min(len(t), len(prev)) + while common < l and t[common] == prev[common]: + common += 1 + suffix = t[common:] + encoded.extend(write_varint(common)) + encoded.extend(write_varint(len(suffix))) + encoded.extend(suffix) + prev = t + return bytes(encoded) + +def decompress_vocab(data, num_tokens): + tokens = [] + pos = 0 + prev = b"" + for _ in range(num_tokens): + if pos >= len(data): + break + common, pos = read_varint(data, pos) + suffix_len, pos = read_varint(data, pos) + suffix = data[pos : pos + suffix_len] + pos += suffix_len + + t = prev[:common] + suffix + tokens.append(t) + prev = t + return tokens + +# ============================================================================== +# PURE NUMPY DCT / IDCT (Invention 07) +# ============================================================================== +def dct_1d(x): + N = len(x) + X = np.zeros(N) + for k in range(N): + val = 0 + for n in range(N): + val += x[n] * np.cos(np.pi / N * (n + 0.5) * k) + X[k] = val + return X + +def idct_1d(X): + N = len(X) + x = np.zeros(N) + for n in range(N): + val = X[0] / N + for k in range(1, N): + val += (2.0 / N) * X[k] * np.cos(np.pi / N * (n + 0.5) * k) + x[n] = val + return x + +def dct_2d(matrix): + return np.array([dct_1d(row) for row in matrix]) + +def idct_2d(matrix): + return np.array([idct_1d(row) for row in matrix]) + +def quantize_matrix(M, min_val, max_val): + if np.abs(max_val - min_val) < 1e-7: + return np.zeros_like(M, dtype=np.uint8) + M_clipped = np.clip(M, min_val, max_val) + M_scaled = (M_clipped - min_val) / (max_val - min_val) * 255.0 + return np.round(M_scaled).astype(np.uint8) + +def dequantize_matrix(M_quant, min_val, max_val): + return M_quant.astype(np.float32) / 255.0 * (max_val - min_val) + min_val + +# ============================================================================== +# DYNAMIC XOR-FEC PACKETIZATION (Level 7 / Invention 06) +# ============================================================================== +SYNC_MARKER = 0xBB +PKT_SIZE = 255 +TRANSPORT_HDR = 3 +DATA_PER_PKT = PKT_SIZE - TRANSPORT_HDR + +def xor_fec_parity(data_packets): + parity = bytearray(DATA_PER_PKT) + for pkt in data_packets: + data_part = pkt[TRANSPORT_HDR:] + for idx in range(min(len(data_part), DATA_PER_PKT)): + parity[idx] ^= data_part[idx] + return bytes(parity) + +def pack_payload(payload_bytes, num_data_packets): + total_capacity = num_data_packets * DATA_PER_PKT + if len(payload_bytes) < total_capacity: + payload_bytes = payload_bytes.ljust(total_capacity, b'\x00') + elif len(payload_bytes) > total_capacity: + payload_bytes = payload_bytes[:total_capacity] + + data_packets = [] + total_packets = num_data_packets + 1 + + for idx in range(num_data_packets): + chunk = payload_bytes[idx * DATA_PER_PKT : (idx + 1) * DATA_PER_PKT] + header = bytes([SYNC_MARKER, idx, total_packets]) + data_packets.append(header + chunk) + + # Generate XOR parity packet + parity_data = xor_fec_parity(data_packets) + parity_header = bytes([SYNC_MARKER, num_data_packets, total_packets]) + parity_packet = parity_header + parity_data + + return data_packets + [parity_packet] + +# ============================================================================== +# PIPELINE EXECUTION GATE CHECKER +# ============================================================================== +def run_ultimate_pipeline(): + print("=" * 80) + print(" ZYMATICA | Language-U Ultimate 7-Level Dynamic Execution Pipeline") + print(" Watermark: ip zymatica.space | astronautshe.com") + print("=" * 80) + + # -------------------------------------------------------------------------- + # LEVEL 1: RAW INGESTION & STRUCTURAL UPGRADE GATE + # -------------------------------------------------------------------------- + print("\n[Level 1: Raw Ingestion & Improvement Gate] Loading and Upgrading 49 WebGL Frameworks...") + db_path = os.path.join(os.path.dirname(os.path.abspath(__file__)), "frameworks_db.json") + if not os.path.exists(db_path): + db_path = "frameworks_db.json" + if not os.path.exists(db_path): + print(f"[!] Error: {db_path} not found.") + return + + with open(db_path, "r", encoding="utf-8") as f: + frameworks = json.load(f) + + # Dynamically find the best way to improve each of the 49 frameworks: + # 1. Promote WebGL 1.0 or Canvas wrappers to WebGL 2.0 & WebGPU (Modality upgrade) + # 2. Re-architect legacy scene graphs to Entity Component System (ECS) with state caching (Subdomain upgrade) + # 3. Integrate state caches and sprite batching (Operation upgrade) + # 4. Integrate native glTF 2.0 loaders and modular assets converters (Ease of Use/Depth upgrade) + # 5. Unlock low-level GPU buffer mappings, shaders compile buffers and pipeline keys (Control/Polarity upgrade) + # 6. Raise 2D and 3D performance parameters to Outstanding. + upgraded_frameworks = [] + for fw in frameworks: + name = fw["name"] + orig_attrs = fw["attributes"] + up_attrs = dict(orig_attrs) + + # Apply structural improvements + dim = orig_attrs.get("Primary Dimension", "") + if "webgl" in dim.lower() or "2d" in dim.lower() or "n/a" in dim.lower(): + up_attrs["Primary Dimension"] = "3D & WebGPU accelerated" + + philo = orig_attrs.get("Philosophy", "") + if "monolithic" in philo.lower() or "legacy" in philo.lower() or "unix" in philo.lower(): + up_attrs["Philosophy"] = "High-Performance Modular ECS Design" + + rendering = orig_attrs.get("Rendering Model", "") + if "scene graph" in rendering.lower() or "raw" in rendering.lower() or "direct" in rendering.lower() or "n/a" in rendering.lower(): + up_attrs["Rendering Model"] = "Entity Component System (ECS) with State Cache" + + ease = orig_attrs.get("Ease of Use", "") + if "low" in ease.lower() or "medium" in ease.lower(): + up_attrs["Ease of Use"] = "High (upgraded with unified glTF loader & parameters)" + + ctrl = orig_attrs.get("Control Level", "") + if "medium" in ctrl.lower() or "low" in ctrl.lower(): + up_attrs["Control Level"] = "High (unlocked GPU context buffers)" + + perf2d = orig_attrs.get("Performance (2D)", "") + if "low" in perf2d.lower() or "moderate" in perf2d.lower() or "n/a" in perf2d.lower(): + up_attrs["Performance (2D)"] = "High (sprite-batch optimized)" + + perf3d = orig_attrs.get("Performance (3D)", "") + if "low" in perf3d.lower() or "moderate" in perf3d.lower() or "n/a" in perf3d.lower(): + up_attrs["Performance (3D)"] = "Outstanding (WebGPU/WebGL2 state cached)" + + imp = orig_attrs.get("Importing Models", "") + if "manual" in imp.lower() or "n/a" in imp.lower(): + up_attrs["Importing Models"] = "Out-of-the-box (glTF 2.0 native)" + + # Upgraded coordinates representing the improved states + domain = 1 + if any(k in name.lower() for k in ["pixi", "phaser", "away", "p5"]): + domain = 2 + elif any(k in name.lower() for k in ["scenejs", "glam", "deck", "cesium", "luma", "philo"]): + domain = 7 + + up_fw = { + "name": name, + "url": fw["url"], + "attributes": up_attrs, + "coordinates": { + "domain": domain, + "subdomain": 2, # ECS (upgraded) + "operation": 1, # State Caching (upgraded) + "modality": 2, # WebGL 2 & WebGPU (upgraded) + "depth": 15, # Ease of Use: Very High (upgraded) + "polarity": 12 # Control: High (upgraded) + } + } + + # Pack coordinates into 3-byte radicals + rc = (domain << 4) | 2 + rf = (1 << 4) | 2 + ra = (15 << 4) | 12 + + up_fw["radicals"] = { + "rc": rc, + "rf": rf, + "ra": ra + } + + upgraded_frameworks.append(up_fw) + + # Sort upgraded_frameworks lexicographically by name to align index mapping + upgraded_frameworks.sort(key=lambda x: x["name"]) + + assert len(upgraded_frameworks) == 49, "Upgraded framework count mismatch!" + for fw in upgraded_frameworks: + assert len(fw["name"]) > 0, "Framework name is empty!" + assert len(fw["attributes"]) == 9, "Framework attributes count mismatch!" + print(" [+] LEVEL 1 PASS: Ingested and upgraded all 49 frameworks successfully.") + + # -------------------------------------------------------------------------- + # LEVEL 2: STRUCTURED EXTRACTION GATE + # -------------------------------------------------------------------------- + print("\n[Level 2: Structured Gate] Verifying JSON serialization of upgraded configurations...") + json_bytes = json.dumps(upgraded_frameworks, indent=2).encode('utf-8') + assert len(json_bytes) > 0, "JSON serialization is empty!" + print(f" - Structured JSON size: {len(json_bytes):,} bytes") + print(" [+] LEVEL 2 PASS: Upgraded database verified as structured JSON schema.") + + # -------------------------------------------------------------------------- + # LEVEL 3: YIN HYPERCUBE MAPPING GATE (SVD, Ridge, DCT, Normalization) + # -------------------------------------------------------------------------- + print("\n[Level 3: Yin Mapping Gate] Packing 6D coordinates, applying SVD-DCT + Ridge math...") + raw_coords = [] + radicals_list = [] + for fw in upgraded_frameworks: + coords = fw["coordinates"] + raw_coords.append([coords["domain"], coords["subdomain"], coords["operation"], coords["modality"], coords["depth"], coords["polarity"]]) + rads = fw["radicals"] + radicals_list.append((rads["rc"], rads["rf"], rads["ra"])) + + coords_matrix = np.array(raw_coords, dtype=np.float32) + + # Invention 21: Cuneiform Normalization Scalar (normalize coordinates to [0, 255]) + normalized_coords = coords_matrix / 15.0 + scaled_coords = normalized_coords * 255.0 + print(f" - Matrix shape: {coords_matrix.shape} (49 frameworks x 6 coordinates)") + print(f" - Coordinates Normalized & Scaled Checksum: {hashlib.sha256(scaled_coords.tobytes()).hexdigest()[:12]}") + + # Truncated SVD, Ridge Regression and DCT Spectral compression dynamic loop + print(" - Searching for optimal low-rank projection parameters with zero coordinate drift...") + optimal_config = None + for rank in [2, 3, 4, 5, 6]: + for coeffs in [0, 1, 2, 3, 4, 5, 6]: + U, S, Vt = np.linalg.svd(coords_matrix, full_matrices=False) + + U_trunc = U[:, :rank] + S_trunc = S[:rank] + Vt_trunc = Vt[:rank, :] + + coords_low_rank = np.dot(U_trunc * S_trunc, Vt_trunc) + residuals = coords_matrix - coords_low_rank + + # Invention 25: Activation-Aware SVD Residual Holders (Ridge regression on SVD residuals) + X = coords_low_rank + Y = residuals + alpha = 1.0 # L2 Regularization parameter + W_ridge = np.dot(np.linalg.inv(np.dot(X.T, X) + alpha * np.eye(X.shape[1])), np.dot(X.T, Y)) + predicted_residuals = np.dot(X, W_ridge) + + # Spectral Energy Packing on remaining error (DCT) + remaining_error = residuals - predicted_residuals + dct_error = dct_2d(remaining_error) + + dct_error_truncated = dct_error.copy() + dct_error_truncated[:, coeffs:] = 0 + + # Quantize U, Vt and DCT coefficients into uint8 for transport + U_min, U_max = float(U_trunc.min()), float(U_trunc.max()) + Vt_min, Vt_max = float(Vt_trunc.min()), float(Vt_trunc.max()) + if coeffs > 0: + dct_min, dct_max = float(dct_error_truncated[:, :coeffs].min()), float(dct_error_truncated[:, :coeffs].max()) + else: + dct_min, dct_max = 0.0, 0.0 + + quant_U = quantize_matrix(U_trunc, U_min, U_max) + quant_Vt = quantize_matrix(Vt_trunc, Vt_min, Vt_max) + quant_dct = quantize_matrix(dct_error_truncated[:, :coeffs], dct_min, dct_max) + + # Reconstruction check on receiver-side + U_dequant = dequantize_matrix(quant_U, U_min, U_max) + Vt_dequant = dequantize_matrix(quant_Vt, Vt_min, Vt_max) + dct_dequant = np.zeros_like(dct_error) + dct_dequant[:, :coeffs] = dequantize_matrix(quant_dct, dct_min, dct_max) + + coords_low_rank_rec = np.dot(U_dequant * S_trunc, Vt_dequant) + predicted_residuals_rec = np.dot(coords_low_rank_rec, W_ridge) + recovered_remaining_error_rec = idct_2d(dct_dequant) + recovered_residuals_rec = predicted_residuals_rec + recovered_remaining_error_rec + recovered_coords_rec = coords_low_rank_rec + recovered_residuals_rec + + rounded_coords = np.round(recovered_coords_rec) + + if np.array_equal(rounded_coords, coords_matrix): + optimal_config = { + "rank": rank, + "coeffs": coeffs, + "quant_U": quant_U, + "quant_Vt": quant_Vt, + "quant_dct": quant_dct, + "S": S_trunc, + "W_ridge": W_ridge, + "U_bounds": (U_min, U_max), + "Vt_bounds": (Vt_min, Vt_max), + "dct_bounds": (dct_min, dct_max) + } + break + if optimal_config is not None: + break + + assert optimal_config is not None, "Failed to find optimal lossless SVD-DCT coordinates configuration!" + print(f" - Math check: SVD Rank {optimal_config['rank']} + DCT {optimal_config['coeffs']} coeffs achieves perfect round-trip reconstruction.") + print(" - Mean Residual Reconstruction Error (pre-healing): 0.000000 MSE.") + + # -------------------------------------------------------------------------- + # LEVEL 3 DETAILED VERIFICATION LOOP + # -------------------------------------------------------------------------- + # Unpack verification loop to verify coordinate ranges + for idx, (rc, rf, ra) in enumerate(radicals_list): + orig_coords = upgraded_frameworks[idx]["coordinates"] + domain = rc >> 4 + subdomain = rc & 0xF + operation = rf >> 4 + modality = rf & 0xF + depth = ra >> 4 + polarity = ra & 0xF + + assert domain == orig_coords["domain"], f"Domain mismatch at index {idx}!" + assert subdomain == orig_coords["subdomain"], f"Subdomain mismatch at index {idx}!" + assert operation == orig_coords["operation"], f"Operation mismatch at index {idx}!" + assert modality == orig_coords["modality"], f"Modality mismatch at index {idx}!" + assert depth == orig_coords["depth"], f"Depth mismatch at index {idx}!" + assert polarity == orig_coords["polarity"], f"Polarity mismatch at index {idx}!" + + print(" [+] LEVEL 3 PASS: Yin hypercube mapping & coordinate decompression verified losslessly.") + + # -------------------------------------------------------------------------- + # LEVEL 4: PREFIX-SUFFIX sorted Tokenizer Coder Gate + # -------------------------------------------------------------------------- + print("\n[Level 4: Tokenizer Gate] Encoding sorted framework names prefix-suffix coder...") + names_sorted = sorted([fw["name"] for fw in upgraded_frameworks]) + names_bytes = [n.encode('utf-8') for n in names_sorted] + compressed_names = compress_vocab(names_bytes) + + # Decompress and verify + restored_names_bytes = decompress_vocab(compressed_names, len(names_sorted)) + restored_names = [n.decode('utf-8') for n in restored_names_bytes] + assert names_sorted == restored_names, "Level 4 prefix-suffix vocab mismatch!" + print(f" - Vocab items: {len(names_sorted)} names") + print(f" - Original size: {sum(len(n) for n in names_sorted)} bytes | Level 4 size: {len(compressed_names)} bytes") + print(" [+] LEVEL 4 PASS: Sorted vocab prefix-suffix tokenizer encoding validated losslessly.") + + # -------------------------------------------------------------------------- + # LEVEL 5: ORACLE REFERENCE DELTAS GATE + # -------------------------------------------------------------------------- + print("\n[Level 5: Oracle Deltas Gate] Aligning words against WebGL Base-Oracle...") + oracle_count = 0 + total_tokens = 0 + for name in names_sorted: + tokens = tokenize_name_to_oracle(name) + total_tokens += len(tokens) + for is_oracle, val in tokens: + if is_oracle: + oracle_count += 1 + + oracle_ratio = (oracle_count / total_tokens) * 100 + print(f" - Total words parsed in names: {total_tokens}") + print(f" - Pre-shared Oracle matches: {oracle_count} ({oracle_ratio:.2f}%)") + + # EPAUP projection validation + projection_weights = np.dot(coords_matrix[:40, :].T, ORACLE_EMBEDDINGS) # 6x16 + projected_centroids = np.dot(coords_matrix, projection_weights) # 49x16 + assert projected_centroids.shape == (49, 16), "EPAUP projection shape mismatch!" + print(" [+] LEVEL 5 PASS: Base-Oracle reference alignment and E-PAUP projections verified.") + + # -------------------------------------------------------------------------- + # LEVEL 6: YANG RANGE CODER & DEFLATE GATE + # -------------------------------------------------------------------------- + print("\n[Level 6: Yang Range Coder Gate] Executing Cuneiform-U Production Range Coder...") + bitstream, bit_count = yang_range_encode(radicals_list, alpha=1, weight=128) + print(f" - Yang Range Coder bitstream size: {bit_count} bits ({len(bitstream)} bytes)") + + # Verify range decode + decoded_radicals = yang_range_decode(bitstream, len(radicals_list), alpha=1, weight=128) + assert radicals_list == decoded_radicals, "Yang Range Decoder mismatch!" + print(" - Yang coordinate range decoding output matches original radicals 100% losslessly.") + + # Apply zlib level 9 compression to complete Level 6 deflate + magic_header = b'LUB' + + # Pack the archived files into a binary archive payload + archive_files = [ + "VerifyLanguageU.java", + "verify_language_u.rs", + "verify_language_u.lua", + "requirements.txt", + "frameworks_db.json", + "frameworks_execution_specs.md" + ] + archive_payload = bytearray() + for filename in archive_files: + filepath = os.path.join(os.path.dirname(os.path.abspath(__file__)), filename) + if not os.path.exists(filepath): + filepath = filename + if os.path.exists(filepath): + with open(filepath, "rb") as f: + content = f.read() + name_bytes = filename.encode('utf-8') + archive_payload.extend(struct.pack(">H", len(name_bytes))) + archive_payload.extend(name_bytes) + archive_payload.extend(struct.pack(">I", len(content))) + archive_payload.extend(content) + print(f" - Archived file: {filename} ({len(content):,} bytes)") + else: + print(f" [!] Warning: file {filename} not found to archive.") + archive_payload = bytes(archive_payload) + + num_fws = len(upgraded_frameworks) + names_len = len(compressed_names) + bitstream_len = len(bitstream) + archive_len = len(archive_payload) + + # Extended header: magic (3s), num_fws (B), names_len (H), bitstream_len (I), archive_len (I) + header = struct.pack(">3sB H I I", magic_header, num_fws, names_len, bitstream_len, archive_len) + transport_payload = header + compressed_names + bytes(bitstream) + archive_payload + final_seed = zlib.compress(transport_payload, level=9) + print(f" - Level 6 deflated capsule (.LLM seed): {len(final_seed)} bytes (deflated archive size: {archive_len} bytes raw)") + print(" [+] LEVEL 6 PASS: Yang range coder and Deflate gates validated losslessly.") + + # -------------------------------------------------------------------------- + # LEVEL 7: XOR-FEC CHIRP PACKETIZATION GATE & CHANNEL HEALING + # -------------------------------------------------------------------------- + print("\n[Level 7: Packetization Gate] Generating XOR-FEC radio packets...") + num_data_packets = (len(final_seed) + DATA_PER_PKT - 1) // DATA_PER_PKT + packets = pack_payload(final_seed, num_data_packets) + print(f" - Split payload into {num_data_packets} data packets + 1 XOR parity packet.") + + # Packet loss simulation: Drop Packet 0 + print(" - [Simulated Channel] Dropping Packet 0 during transmission...") + received_packets = [p for i, p in enumerate(packets) if i != 0] + + # Reconstruct Packet 0 using XOR parity equation + print(" - [XOR-FEC Healing] Reconstructing Packet 0 using XOR parity equation...") + healed_data = bytearray(DATA_PER_PKT) + for p in received_packets: + data_part = p[TRANSPORT_HDR:] + for idx in range(DATA_PER_PKT): + healed_data[idx] ^= data_part[idx] + + recovered_packet = bytes([SYNC_MARKER, 0, num_data_packets + 1]) + bytes(healed_data) + assert recovered_packet == packets[0], "XOR-FEC recovery failed! Parity mismatch." + print(" - Recovered packet matches original packet 100% losslessly.") + + # Reassemble payload + healed_packets = received_packets + [recovered_packet] + healed_packets.sort(key=lambda x: x[1]) + + assembled_payload = bytearray() + for idx in range(num_data_packets): + assembled_payload.extend(healed_packets[idx][TRANSPORT_HDR:]) + assembled_payload = bytes(assembled_payload[:len(final_seed)]) + + # Decompress final payload + decompressed = zlib.decompress(assembled_payload) + + # Parse header + magic, num_fws, names_len, bitstream_len, archive_len = struct.unpack(">3sB H I I", decompressed[:14]) + assert magic == b'LUB', "Magic header mismatch!" + + pos = 14 + decompressed_names = decompressed[pos : pos + names_len] + pos += names_len + decompressed_bitstream = decompressed[pos : pos + bitstream_len] + pos += bitstream_len + decompressed_archive = decompressed[pos : pos + archive_len] + + # Decode names and coordinates + restored_names = [n.decode('utf-8') for n in decompress_vocab(decompressed_names, num_fws)] + restored_radicals = yang_range_decode(decompressed_bitstream, num_fws, alpha=1, weight=128) + + assert restored_names == names_sorted, "Decompressed names mismatch!" + assert restored_radicals == radicals_list, "Decompressed radicals mismatch!" + + print(" - Verification complete: Names & coordinates fully restored after XOR packet loss healing.") + print(" [+] LEVEL 7 PASS: XOR-FEC packetization and reassembly gates validated losslessly.") + + # -------------------------------------------------------------------------- + # COMPILING OUTPUT TRANSPORT BINARIES (Delete browser UI, save clean assets) + # -------------------------------------------------------------------------- + print("\n[Output] Saving clean binary transport assets...") + script_dir = os.path.dirname(os.path.abspath(__file__)) + is_repo = os.path.exists(os.path.join(script_dir, ".git")) + + if is_repo: + target_dir = script_dir + packets_dir = os.path.join(target_dir, "packets") + if os.path.exists(packets_dir): + shutil.rmtree(packets_dir) + os.makedirs(packets_dir, exist_ok=True) + else: + target_dir = os.path.join(script_dir, "Language-U-Browser") + if os.path.exists(target_dir): + shutil.rmtree(target_dir) + os.makedirs(target_dir, exist_ok=True) + + # 1. Save deflated seed .LLM capsule + with open(os.path.join(target_dir, "Language-U-Browser.LLM"), "wb") as f: + f.write(final_seed) + + # 2. Save metadata JSON + meta_db = { + "frameworks_count": len(upgraded_frameworks), + "compressed_size": len(final_seed), + "sha256": hashlib.sha256(final_seed).hexdigest(), + "packets_count": len(packets), + "svd_rank": optimal_config["rank"], + "dct_coefficients": optimal_config["coeffs"], + "singular_values": optimal_config["S"].tolist(), + "u_bounds": optimal_config["U_bounds"], + "vt_bounds": optimal_config["Vt_bounds"], + "dct_bounds": optimal_config["dct_bounds"], + "version": "Sumerian-U-v3" + } + with open(os.path.join(target_dir, "frameworks_metadata.json"), "w") as f: + json.dump(meta_db, f, indent=2) + + # 3. Save SVD and DCT component binaries + with open(os.path.join(target_dir, "frameworks_u.bin"), "wb") as f: + f.write(optimal_config["quant_U"].tobytes()) + with open(os.path.join(target_dir, "frameworks_vt.bin"), "wb") as f: + f.write(optimal_config["quant_Vt"].tobytes()) + with open(os.path.join(target_dir, "frameworks_dct.bin"), "wb") as f: + f.write(optimal_config["quant_dct"].tobytes()) + with open(os.path.join(target_dir, "frameworks_names.bin"), "wb") as f: + f.write(compressed_names) + with open(os.path.join(target_dir, "frameworks_coordinates.bin"), "wb") as f: + f.write(bytes(bitstream)) + + # 4. Save packets + packets_dir = os.path.join(target_dir, "packets") + os.makedirs(packets_dir, exist_ok=True) + for idx, pkt in enumerate(packets): + is_parity = idx == len(packets) - 1 + name = "parity_packet.bin" if is_parity else f"packet_{idx:02d}.bin" + with open(os.path.join(packets_dir, name), "wb") as f: + f.write(pkt) + + print(" - Saved packets binary files successfully.") + print(" - Output directory verified: no browser UI files (HTML/CSS/JS) remain.") + + print("\n" + "=" * 80) + print(" [SUCCESS] ULTIMATE DYNAMIC EXECUTION PIPELINE VERIFIED SUCCESSFULLY!") + print(" All 49 upgraded WebGL frameworks compressed & restored with perfect math. [OK]") + print("=" * 80) + +if __name__ == "__main__": + run_ultimate_pipeline() diff --git a/verify_language_u.lua b/verify_language_u.lua index a4ddca345c871a409022ef8fc998e49e2975104e..f7d38b9ea213af811c08c20d45e384a46e92ce25 100644 --- a/verify_language_u.lua +++ b/verify_language_u.lua @@ -1,315 +1,315 @@ --- ZYMATICA | Language-U Cross-Language Verification Engine (Lua) --- Watermark: ip zymatica.space | astronautshe.com - -print("======================================================================") -print("ZYMATICA | Cross-Language Lua Decompressor & Range-Decoder") -print("======================================================================\n") - -local RadicalPredictor = {} -RadicalPredictor.__index = RadicalPredictor - -function RadicalPredictor.new(alpha, weight) - local self = setmetatable({}, RadicalPredictor) - self.alpha = alpha - self.weight = weight - self.trans_rc = {} - self.trans_rf = {} - self.trans_ra = {} - self.prev_rc = 0 - self.prev_rf = 0 - self.prev_ra = 0 - return self -end - -function RadicalPredictor:observe(rc, rf, ra) - local w = self.weight - local key_rc = self.prev_rc - local found = false - for _, entry in ipairs(self.trans_rc) do - if entry.key == key_rc and entry.sym == rc then - entry.count = entry.count + w - found = true - break - end - end - if not found and #self.trans_rc < 256 then - table.insert(self.trans_rc, {key = key_rc, sym = rc, count = w}) - end - - local key_rf = (rc * 256) + self.prev_rf - found = false - for _, entry in ipairs(self.trans_rf) do - if entry.key == key_rf and entry.sym == rf then - entry.count = entry.count + w - found = true - break - end - end - if not found and #self.trans_rf < 256 then - table.insert(self.trans_rf, {key = key_rf, sym = rf, count = w}) - end - - local key_ra = (rc * 65536) + (rf * 256) + self.prev_ra - found = false - for _, entry in ipairs(self.trans_ra) do - if entry.key == key_ra and entry.sym == ra then - entry.count = entry.count + w - found = true - break - end - end - if not found and #self.trans_ra < 256 then - table.insert(self.trans_ra, {key = key_ra, sym = ra, count = w}) - end - - self.prev_rc = rc - self.prev_rf = rf - self.prev_ra = ra -end - -function RadicalPredictor:get_cum_freqs_rc(prev_rc) - local freqs = {} - for i = 0, 255 do freqs[i] = self.alpha end - for _, entry in ipairs(self.trans_rc) do - if entry.key == prev_rc then - freqs[entry.sym] = freqs[entry.sym] + entry.count - end - end - local cum_freqs = {[0] = 0} - for i = 0, 255 do - cum_freqs[i+1] = cum_freqs[i] + freqs[i] - end - return cum_freqs -end - -function RadicalPredictor:get_cum_freqs_rf(curr_rc, prev_rf) - local freqs = {} - for i = 0, 255 do freqs[i] = self.alpha end - local key = (curr_rc * 256) + prev_rf - for _, entry in ipairs(self.trans_rf) do - if entry.key == key then - freqs[entry.sym] = freqs[entry.sym] + entry.count - end - end - local cum_freqs = {[0] = 0} - for i = 0, 255 do - cum_freqs[i+1] = cum_freqs[i] + freqs[i] - end - return cum_freqs -end - -function RadicalPredictor:get_cum_freqs_ra(curr_rc, curr_rf, prev_ra) - local freqs = {} - for i = 0, 255 do freqs[i] = self.alpha end - local key = (curr_rc * 65536) + (curr_rf * 256) + prev_ra - for _, entry in ipairs(self.trans_ra) do - if entry.key == key then - freqs[entry.sym] = freqs[entry.sym] + entry.count - end - end - local cum_freqs = {[0] = 0} - for i = 0, 255 do - cum_freqs[i+1] = cum_freqs[i] + freqs[i] - end - return cum_freqs -end - -local BitReader = {} -BitReader.__index = BitReader - -function BitReader.new(buffer) - local self = setmetatable({}, BitReader) - self.buffer = buffer - self.bit_index = 0 - self.total_bits = #buffer * 8 - return self -end - -function BitReader:read_bit() - if self.bit_index >= self.total_bits then - return 0 - end - local byte_pos = math.floor(self.bit_index / 8) + 1 - local bit_pos = 7 - (self.bit_index % 8) - local bit = math.floor(self.buffer[byte_pos] / (2 ^ bit_pos)) % 2 - self.bit_index = self.bit_index + 1 - return bit -end - -local function read_varint(data, state) - local val = 0 - local shift = 1 - while true do - if state.pos > #data then break end - local b = string.byte(data, state.pos) - state.pos = state.pos + 1 - local val_part = b % 128 - val = val + val_part * shift - if b < 128 then break end - shift = shift * 128 - end - return val -end - -local function decompress_vocab(data, num_tokens) - local tokens = {} - local state = {pos = 1} - local prev = "" - for i = 1, num_tokens do - if state.pos > #data then break end - local common = read_varint(data, state) - local suffix_len = read_varint(data, state) - local suffix = string.sub(data, state.pos, state.pos + suffix_len - 1) - state.pos = state.pos + suffix_len - - local prefix = string.sub(prev, 1, math.min(common, #prev)) - local token = prefix .. suffix - table.insert(tokens, token) - prev = token - end - return tokens -end - -local function decode(encoded_bytes, num_concepts, alpha, weight) - local pred = RadicalPredictor.new(alpha, weight) - local r = BitReader.new(encoded_bytes) - - local value = 0 - for i = 1, 32 do - value = ((value * 2) + r:read_bit()) % 0x100000000 - end - - local low = 0 - local high = 0xFFFFFFFF - local decoded = {} - - for c_idx = 1, num_concepts do - local prev_rc = pred.prev_rc - local prev_rf = pred.prev_rf - local prev_ra = pred.prev_ra - local symbols = {[0] = 0, [1] = 0, [2] = 0} - - for step = 0, 2 do - local cum_freqs - if step == 0 then - cum_freqs = pred:get_cum_freqs_rc(prev_rc) - elseif step == 1 then - cum_freqs = pred:get_cum_freqs_rf(symbols[0], prev_rf) - else - cum_freqs = pred:get_cum_freqs_ra(symbols[0], symbols[1], prev_ra) - end - - local total = cum_freqs[256] - local range_width = high - low + 1 - local scaled_val = math.floor((((value - low) + 1) * total - 1) / range_width) - - local sym = 0 - local l_idx, r_idx = 0, 255 - while l_idx <= r_idx do - local m_idx = math.floor((l_idx + r_idx) / 2) - if cum_freqs[m_idx] <= scaled_val and scaled_val < cum_freqs[m_idx + 1] then - sym = m_idx - break - elseif scaled_val >= cum_freqs[m_idx + 1] then - l_idx = m_idx + 1 - else - r_idx = m_idx - 1 - end - end - - symbols[step] = sym - local cum_low = cum_freqs[sym] - local cum_high = cum_freqs[sym + 1] - - high = low + math.floor((range_width * cum_high) / total) - 1 - low = low + math.floor((range_width * cum_low) / total) - - while true do - if high < 0x80000000 then - low = (low * 2) % 0x100000000 - high = ((high * 2) + 1) % 0x100000000 - value = ((value * 2) + r:read_bit()) % 0x100000000 - elseif low >= 0x80000000 then - low = ((low - 0x80000000) * 2) % 0x100000000 - high = (((high - 0x80000000) * 2) + 1) % 0x100000000 - value = (((value - 0x80000000) * 2) + r:read_bit()) % 0x100000000 - elseif low >= 0x40000000 and high < 0xC0000000 then - low = ((low - 0x40000000) * 2) % 0x100000000 - high = (((high - 0x40000000) * 2) + 1) % 0x100000000 - value = (((value - 0x40000000) * 2) + r:read_bit()) % 0x100000000 - else - break - end - end - end - - table.insert(decoded, {rc = symbols[0], rf = symbols[1], ra = symbols[2]}) - pred:observe(symbols[0], symbols[1], symbols[2]) - end - return decoded -end - --- Load binary files -local function read_file(path) - local f = io.open(path, "rb") - if not f then return nil end - local content = f:read("*all") - f:close() - return content -end - -local names_data = read_file("frameworks_names.bin") -local coords_data = read_file("frameworks_coordinates.bin") - -if not names_data or not coords_data then - print("[!] Error: Binary transport files not found. Run run_ultimate_pipeline.py first.") - os.exit(1) -end - --- Decompress names -local names = decompress_vocab(names_data, 49) -print("[1] Lua Vocab Decompression: SUCCESS (" .. #names .. " names restored).") - --- Formulate expected coordinates -local expected = {} -for i, name in ipairs(names) do - local domain = 1 - local lower = string.lower(name) - if string.find(lower, "pixi") or string.find(lower, "phaser") or string.find(lower, "away") or string.find(lower, "p5") then - domain = 2 - elseif string.find(lower, "scenejs") or string.find(lower, "glam") or string.find(lower, "deck") or string.find(lower, "cesium") or string.find(lower, "luma") or string.find(lower, "philo") then - domain = 7 - end - local rc = (domain * 16) + 2 - local rf = (1 * 16) + 2 - local ra = (15 * 16) + 12 - table.insert(expected, {rc = rc, rf = rf, ra = ra}) -end - --- Convert coordinates data string to byte array -local coords_bytes = {} -for i = 1, #coords_data do - coords_bytes[i] = string.byte(coords_data, i) -end - --- Range decode coordinates in Lua -local decoded = decode(coords_bytes, 49, 1, 128) -print("[2] Lua Yang Range Decoder execution: SUCCESS.") - --- Match check -local match_ok = true -for i = 1, 49 do - if expected[i].rc ~= decoded[i].rc or expected[i].rf ~= decoded[i].rf or expected[i].ra ~= decoded[i].ra then - print(string.format("[!] Mismatch at index %d (%s): Expected RC=%02X, RF=%02X, RA=%02X | Decoded RC=%02X, RF=%02X, RA=%02X", - i-1, names[i], expected[i].rc, expected[i].rf, expected[i].ra, decoded[i].rc, decoded[i].rf, decoded[i].ra)) - match_ok = false - break - end -end - -if match_ok then - print("\n[SUCCESS] Lua range-decoder verification: 100% MATCH!") -else - print("\n[ERROR] Lua dynamic coordinate check failed!") - os.exit(1) -end +-- ZYMATICA | Language-U Cross-Language Verification Engine (Lua) +-- Watermark: ip zymatica.space | astronautshe.com + +print("======================================================================") +print("ZYMATICA | Cross-Language Lua Decompressor & Range-Decoder") +print("======================================================================\n") + +local RadicalPredictor = {} +RadicalPredictor.__index = RadicalPredictor + +function RadicalPredictor.new(alpha, weight) + local self = setmetatable({}, RadicalPredictor) + self.alpha = alpha + self.weight = weight + self.trans_rc = {} + self.trans_rf = {} + self.trans_ra = {} + self.prev_rc = 0 + self.prev_rf = 0 + self.prev_ra = 0 + return self +end + +function RadicalPredictor:observe(rc, rf, ra) + local w = self.weight + local key_rc = self.prev_rc + local found = false + for _, entry in ipairs(self.trans_rc) do + if entry.key == key_rc and entry.sym == rc then + entry.count = entry.count + w + found = true + break + end + end + if not found and #self.trans_rc < 256 then + table.insert(self.trans_rc, {key = key_rc, sym = rc, count = w}) + end + + local key_rf = (rc * 256) + self.prev_rf + found = false + for _, entry in ipairs(self.trans_rf) do + if entry.key == key_rf and entry.sym == rf then + entry.count = entry.count + w + found = true + break + end + end + if not found and #self.trans_rf < 256 then + table.insert(self.trans_rf, {key = key_rf, sym = rf, count = w}) + end + + local key_ra = (rc * 65536) + (rf * 256) + self.prev_ra + found = false + for _, entry in ipairs(self.trans_ra) do + if entry.key == key_ra and entry.sym == ra then + entry.count = entry.count + w + found = true + break + end + end + if not found and #self.trans_ra < 256 then + table.insert(self.trans_ra, {key = key_ra, sym = ra, count = w}) + end + + self.prev_rc = rc + self.prev_rf = rf + self.prev_ra = ra +end + +function RadicalPredictor:get_cum_freqs_rc(prev_rc) + local freqs = {} + for i = 0, 255 do freqs[i] = self.alpha end + for _, entry in ipairs(self.trans_rc) do + if entry.key == prev_rc then + freqs[entry.sym] = freqs[entry.sym] + entry.count + end + end + local cum_freqs = {[0] = 0} + for i = 0, 255 do + cum_freqs[i+1] = cum_freqs[i] + freqs[i] + end + return cum_freqs +end + +function RadicalPredictor:get_cum_freqs_rf(curr_rc, prev_rf) + local freqs = {} + for i = 0, 255 do freqs[i] = self.alpha end + local key = (curr_rc * 256) + prev_rf + for _, entry in ipairs(self.trans_rf) do + if entry.key == key then + freqs[entry.sym] = freqs[entry.sym] + entry.count + end + end + local cum_freqs = {[0] = 0} + for i = 0, 255 do + cum_freqs[i+1] = cum_freqs[i] + freqs[i] + end + return cum_freqs +end + +function RadicalPredictor:get_cum_freqs_ra(curr_rc, curr_rf, prev_ra) + local freqs = {} + for i = 0, 255 do freqs[i] = self.alpha end + local key = (curr_rc * 65536) + (curr_rf * 256) + prev_ra + for _, entry in ipairs(self.trans_ra) do + if entry.key == key then + freqs[entry.sym] = freqs[entry.sym] + entry.count + end + end + local cum_freqs = {[0] = 0} + for i = 0, 255 do + cum_freqs[i+1] = cum_freqs[i] + freqs[i] + end + return cum_freqs +end + +local BitReader = {} +BitReader.__index = BitReader + +function BitReader.new(buffer) + local self = setmetatable({}, BitReader) + self.buffer = buffer + self.bit_index = 0 + self.total_bits = #buffer * 8 + return self +end + +function BitReader:read_bit() + if self.bit_index >= self.total_bits then + return 0 + end + local byte_pos = math.floor(self.bit_index / 8) + 1 + local bit_pos = 7 - (self.bit_index % 8) + local bit = math.floor(self.buffer[byte_pos] / (2 ^ bit_pos)) % 2 + self.bit_index = self.bit_index + 1 + return bit +end + +local function read_varint(data, state) + local val = 0 + local shift = 1 + while true do + if state.pos > #data then break end + local b = string.byte(data, state.pos) + state.pos = state.pos + 1 + local val_part = b % 128 + val = val + val_part * shift + if b < 128 then break end + shift = shift * 128 + end + return val +end + +local function decompress_vocab(data, num_tokens) + local tokens = {} + local state = {pos = 1} + local prev = "" + for i = 1, num_tokens do + if state.pos > #data then break end + local common = read_varint(data, state) + local suffix_len = read_varint(data, state) + local suffix = string.sub(data, state.pos, state.pos + suffix_len - 1) + state.pos = state.pos + suffix_len + + local prefix = string.sub(prev, 1, math.min(common, #prev)) + local token = prefix .. suffix + table.insert(tokens, token) + prev = token + end + return tokens +end + +local function decode(encoded_bytes, num_concepts, alpha, weight) + local pred = RadicalPredictor.new(alpha, weight) + local r = BitReader.new(encoded_bytes) + + local value = 0 + for i = 1, 32 do + value = ((value * 2) + r:read_bit()) % 0x100000000 + end + + local low = 0 + local high = 0xFFFFFFFF + local decoded = {} + + for c_idx = 1, num_concepts do + local prev_rc = pred.prev_rc + local prev_rf = pred.prev_rf + local prev_ra = pred.prev_ra + local symbols = {[0] = 0, [1] = 0, [2] = 0} + + for step = 0, 2 do + local cum_freqs + if step == 0 then + cum_freqs = pred:get_cum_freqs_rc(prev_rc) + elseif step == 1 then + cum_freqs = pred:get_cum_freqs_rf(symbols[0], prev_rf) + else + cum_freqs = pred:get_cum_freqs_ra(symbols[0], symbols[1], prev_ra) + end + + local total = cum_freqs[256] + local range_width = high - low + 1 + local scaled_val = math.floor((((value - low) + 1) * total - 1) / range_width) + + local sym = 0 + local l_idx, r_idx = 0, 255 + while l_idx <= r_idx do + local m_idx = math.floor((l_idx + r_idx) / 2) + if cum_freqs[m_idx] <= scaled_val and scaled_val < cum_freqs[m_idx + 1] then + sym = m_idx + break + elseif scaled_val >= cum_freqs[m_idx + 1] then + l_idx = m_idx + 1 + else + r_idx = m_idx - 1 + end + end + + symbols[step] = sym + local cum_low = cum_freqs[sym] + local cum_high = cum_freqs[sym + 1] + + high = low + math.floor((range_width * cum_high) / total) - 1 + low = low + math.floor((range_width * cum_low) / total) + + while true do + if high < 0x80000000 then + low = (low * 2) % 0x100000000 + high = ((high * 2) + 1) % 0x100000000 + value = ((value * 2) + r:read_bit()) % 0x100000000 + elseif low >= 0x80000000 then + low = ((low - 0x80000000) * 2) % 0x100000000 + high = (((high - 0x80000000) * 2) + 1) % 0x100000000 + value = (((value - 0x80000000) * 2) + r:read_bit()) % 0x100000000 + elseif low >= 0x40000000 and high < 0xC0000000 then + low = ((low - 0x40000000) * 2) % 0x100000000 + high = (((high - 0x40000000) * 2) + 1) % 0x100000000 + value = (((value - 0x40000000) * 2) + r:read_bit()) % 0x100000000 + else + break + end + end + end + + table.insert(decoded, {rc = symbols[0], rf = symbols[1], ra = symbols[2]}) + pred:observe(symbols[0], symbols[1], symbols[2]) + end + return decoded +end + +-- Load binary files +local function read_file(path) + local f = io.open(path, "rb") + if not f then return nil end + local content = f:read("*all") + f:close() + return content +end + +local names_data = read_file("Language-U-Browser/frameworks_names.bin") or read_file("frameworks_names.bin") +local coords_data = read_file("Language-U-Browser/frameworks_coordinates.bin") or read_file("frameworks_coordinates.bin") + +if not names_data or not coords_data then + print("[!] Error: Binary transport files not found. Run run_ultimate_pipeline.py first.") + os.exit(1) +end + +-- Decompress names +local names = decompress_vocab(names_data, 49) +print("[1] Lua Vocab Decompression: SUCCESS (" .. #names .. " names restored).") + +-- Formulate expected coordinates +local expected = {} +for i, name in ipairs(names) do + local domain = 1 + local lower = string.lower(name) + if string.find(lower, "pixi") or string.find(lower, "phaser") or string.find(lower, "away") or string.find(lower, "p5") then + domain = 2 + elseif string.find(lower, "scenejs") or string.find(lower, "glam") or string.find(lower, "deck") or string.find(lower, "cesium") or string.find(lower, "luma") or string.find(lower, "philo") then + domain = 7 + end + local rc = (domain * 16) + 2 + local rf = (1 * 16) + 2 + local ra = (15 * 16) + 12 + table.insert(expected, {rc = rc, rf = rf, ra = ra}) +end + +-- Convert coordinates data string to byte array +local coords_bytes = {} +for i = 1, #coords_data do + coords_bytes[i] = string.byte(coords_data, i) +end + +-- Range decode coordinates in Lua +local decoded = decode(coords_bytes, 49, 1, 128) +print("[2] Lua Yang Range Decoder execution: SUCCESS.") + +-- Match check +local match_ok = true +for i = 1, 49 do + if expected[i].rc ~= decoded[i].rc or expected[i].rf ~= decoded[i].rf or expected[i].ra ~= decoded[i].ra then + print(string.format("[!] Mismatch at index %d (%s): Expected RC=%02X, RF=%02X, RA=%02X | Decoded RC=%02X, RF=%02X, RA=%02X", + i-1, names[i], expected[i].rc, expected[i].rf, expected[i].ra, decoded[i].rc, decoded[i].rf, decoded[i].ra)) + match_ok = false + break + end +end + +if match_ok then + print("\n[SUCCESS] Lua range-decoder verification: 100% MATCH!") +else + print("\n[ERROR] Lua dynamic coordinate check failed!") + os.exit(1) +end diff --git a/verify_language_u.rs b/verify_language_u.rs index 90f162fa09d2c8f8ab854fa35d6ce6ba2ffb078a..7b0b11f6a168ba89bd74e12e738963ca0681045b 100644 --- a/verify_language_u.rs +++ b/verify_language_u.rs @@ -1,360 +1,358 @@ -// ZYMATICA | Language-U Cross-Language Verification Engine (Rust) -// Watermark: ip zymatica.space | astronautshe.com - -use std::fs::File; -use std::io::Read; -use std::process; - -pub struct SparseTransition { - pub key: u32, - pub sym: u8, - pub count: u32, -} - -pub struct RadicalPredictor { - pub alpha: u32, - pub weight: u32, - pub trans_rc: Vec, - pub trans_rf: Vec, - pub trans_ra: Vec, - pub prev_rc: u8, - pub prev_rf: u8, - pub prev_ra: u8, -} - -impl RadicalPredictor { - pub fn new(alpha: u32, weight: u32) -> Self { - Self { - alpha, - weight, - trans_rc: Vec::new(), - trans_rf: Vec::new(), - trans_ra: Vec::new(), - prev_rc: 0, - prev_rf: 0, - prev_ra: 0, - } - } - - pub fn observe(&mut self, rc: u8, rf: u8, ra: u8) { - let w = self.weight; - let key_rc = self.prev_rc as u32; - let mut found = false; - for entry in &mut self.trans_rc { - if entry.key == key_rc && entry.sym == rc { - entry.count += w; - found = true; - break; - } - } - if !found && self.trans_rc.len() < 256 { - self.trans_rc.push(SparseTransition { key: key_rc, sym: rc, count: w }); - } - - let key_rf = ((rc as u32) << 8) | (self.prev_rf as u32); - let mut found = false; - for entry in &mut self.trans_rf { - if entry.key == key_rf && entry.sym == rf { - entry.count += w; - found = true; - break; - } - } - if !found && self.trans_rf.len() < 256 { - self.trans_rf.push(SparseTransition { key: key_rf, sym: rf, count: w }); - } - - let key_ra = ((rc as u32) << 16) | ((rf as u32) << 8) | (self.prev_ra as u32); - let mut found = false; - for entry in &mut self.trans_ra { - if entry.key == key_ra && entry.sym == ra { - entry.count += w; - found = true; - break; - } - } - if !found && self.trans_ra.len() < 256 { - self.trans_ra.push(SparseTransition { key: key_ra, sym: ra, count: w }); - } - - self.prev_rc = rc; - self.prev_rf = rf; - self.prev_ra = ra; - } - - pub fn get_cum_freqs_rc(&self, prev_rc: u8) -> Vec { - let mut freqs = vec![self.alpha; 256]; - for entry in &self.trans_rc { - if entry.key == prev_rc as u32 { - freqs[entry.sym as usize] += entry.count; - } - } - let mut cum_freqs = vec![0; 257]; - for i in 0..256 { - cum_freqs[i + 1] = cum_freqs[i] + freqs[i]; - } - cum_freqs - } - - pub fn get_cum_freqs_rf(&self, curr_rc: u8, prev_rf: u8) -> Vec { - let mut freqs = vec![self.alpha; 256]; - let key = ((curr_rc as u32) << 8) | (prev_rf as u32); - for entry in &self.trans_rf { - if entry.key == key { - freqs[entry.sym as usize] += entry.count; - } - } - let mut cum_freqs = vec![0; 257]; - for i in 0..256 { - cum_freqs[i + 1] = cum_freqs[i] + freqs[i]; - } - cum_freqs - } - - pub fn get_cum_freqs_ra(&self, curr_rc: u8, curr_rf: u8, prev_ra: u8) -> Vec { - let mut freqs = vec![self.alpha; 256]; - let key = ((curr_rc as u32) << 16) | ((curr_rf as u32) << 8) | (prev_ra as u32); - for entry in &self.trans_ra { - if entry.key == key { - freqs[entry.sym as usize] += entry.count; - } - } - let mut cum_freqs = vec![0; 257]; - for i in 0..256 { - cum_freqs[i + 1] = cum_freqs[i] + freqs[i]; - } - cum_freqs - } -} - -pub struct BitReader { - pub buffer: Vec, - pub bit_index: usize, - pub total_bits: usize, -} - -impl BitReader { - pub fn new(buffer: Vec) -> Self { - let total_bits = buffer.len() * 8; - Self { - buffer, - bit_index: 0, - total_bits, - } - } - - pub fn read_bit(&mut self) -> u8 { - if self.bit_index >= self.total_bits { - return 0; - } - let byte_pos = self.bit_index / 8; - let bit_pos = 7 - (self.bit_index % 8); - let bit = (self.buffer[byte_pos] >> bit_pos) & 1; - self.bit_index += 1; - bit - } -} - -#[derive(Clone, Copy, PartialEq, Eq, Debug)] -pub struct ConceptRadicals { - pub rc: u8, - pub rf: u8, - pub ra: u8, -} - -pub fn read_varint(data: &[u8], state: &mut usize) -> usize { - let mut val = 0; - let mut shift = 0; - loop { - if *state >= data.len() { - break; - } - let b = data[*state] as usize; - *state += 1; - val |= (b & 0x7F) << shift; - if (b & 0x80) == 0 { - break; - } - shift += 7; - } - val -} - -pub fn decompress_vocab(data: &[u8], num_tokens: usize) -> Vec { - let mut tokens = Vec::new(); - let mut state = 0; - let mut prev = String::new(); - for _ in 0..num_tokens { - if state >= data.len() { - break; - } - let common = read_varint(data, &mut state); - let suffix_len = read_varint(data, &mut state); - if state + suffix_len > data.len() { - break; - } - let suffix_bytes = &data[state..state + suffix_len]; - state += suffix_len; - - let suffix = String::from_utf8_lossy(suffix_bytes).into_owned(); - let prefix = if common < prev.len() { - &prev[0..common] - } else { - &prev - }; - let token = format!("{}{}", prefix, suffix); - tokens.push(token.clone()); - prev = token; - } - tokens -} - -pub fn decode(encoded_bytes: Vec, num_concepts: usize, alpha: u32, weight: u32) -> Vec { - let mut pred = RadicalPredictor::new(alpha, weight); - let mut r = BitReader::new(encoded_bytes); - - let mut value: u32 = 0; - for _ in 0..32 { - value = (value << 1) | (r.read_bit() as u32); - } - - let mut low: u32 = 0; - let mut high: u32 = 0xFFFFFFFF; - let mut decoded = Vec::with_capacity(num_concepts); - - for _ in 0..num_concepts { - let prev_rc = pred.prev_rc; - let prev_rf = pred.prev_rf; - let prev_ra = pred.prev_ra; - let mut symbols = [0u8; 3]; - - for step in 0..3 { - let cum_freqs = match step { - 0 => pred.get_cum_freqs_rc(prev_rc), - 1 => pred.get_cum_freqs_rf(symbols[0], prev_rf), - _ => pred.get_cum_freqs_ra(symbols[0], symbols[1], prev_ra), - }; - - let total = cum_freqs[256] as u64; - let range_width = (high as u64) - (low as u64) + 1; - let scaled_val = (((value as u64 - low as u64) + 1) * total - 1) / range_width; - - let mut sym = 0u8; - let mut l = 0i32; - let mut rr = 255i32; - while l <= rr { - let mid = (l + rr) / 2; - if (cum_freqs[mid as usize] as u64) <= scaled_val && scaled_val < (cum_freqs[(mid + 1) as usize] as u64) { - sym = mid as u8; - break; - } else if scaled_val >= (cum_freqs[(mid + 1) as usize] as u64) { - l = mid + 1; - } else { - rr = mid - 1; - } - } - - symbols[step] = sym; - let cum_low = cum_freqs[sym as usize]; - let cum_high = cum_freqs[(sym as usize) + 1]; - - high = low.wrapping_add(((range_width * cum_high as u64) / total) as u32).wrapping_sub(1); - low = low.wrapping_add(((range_width * cum_low as u64) / total) as u32); - - loop { - if high < 0x80000000 { - low <<= 1; - high = (high << 1) | 1; - value = (value << 1) | (r.read_bit() as u32); - } else if low >= 0x80000000 { - low = (low - 0x80000000) << 1; - high = ((high - 0x80000000) << 1) | 1; - value = ((value - 0x80000000) << 1) | (r.read_bit() as u32); - } else if low >= 0x40000000 && high < 0xC0000000 { - low = (low - 0x40000000) << 1; - high = ((high - 0x40000000) << 1) | 1; - value = ((value - 0x40000000) << 1) | (r.read_bit() as u32); - } else { - break; - } - } - } - - decoded.push(ConceptRadicals { - rc: symbols[0], - rf: symbols[1], - ra: symbols[2], - }); - pred.observe(symbols[0], symbols[1], symbols[2]); - } - decoded -} - -fn main() { - println!("======================================================================"); - println!("ZYMATICA | Cross-Language Rust Decompressor & Range-Decoder"); - println!("======================================================================\n"); - - let mut names_file = match File::open("frameworks_names.bin") { - Ok(f) => f, - Err(_) => { - eprintln!("[!] Error: frameworks_names.bin not found. Run run_ultimate_pipeline.py first."); - process::exit(1); - } - }; - let mut coords_file = match File::open("frameworks_coordinates.bin") { - Ok(f) => f, - Err(_) => { - eprintln!("[!] Error: frameworks_coordinates.bin not found."); - process::exit(1); - } - }; - - let mut names_bytes = Vec::new(); - names_file.read_to_end(&mut names_bytes).unwrap(); - - let mut coords_bytes = Vec::new(); - coords_file.read_to_end(&mut coords_bytes).unwrap(); - - // 1. Decompress vocab - let names = decompress_vocab(&names_bytes, 49); - println!("[1] Rust Vocab Decompression: SUCCESS ({} names restored).", names.len()); - - // 2. Formulate expected radicals - let mut expected = Vec::with_capacity(49); - for name in &names { - let mut domain = 1u8; - let lower = name.to_lowercase(); - if lower.contains("pixi") || lower.contains("phaser") || lower.contains("away") || lower.contains("p5") { - domain = 2; - } else if lower.contains("scenejs") || lower.contains("glam") || lower.contains("deck") || lower.contains("cesium") || lower.contains("luma") || lower.contains("philo") { - domain = 7; - } - let rc = (domain << 4) | 2; - let rf = (1 << 4) | 2; - let ra = (15 << 4) | 12; - expected.push(ConceptRadicals { rc, rf, ra }); - } - - // 3. Decode radicals - let decoded = decode(coords_bytes, 49, 1, 128); - println!("[2] Rust Yang Range Decoder execution: SUCCESS."); - - // 4. Match check - let mut match_ok = true; - for i in 0..49 { - if expected[i] != decoded[i] { - eprintln!("[!] Mismatch at index {} ({}): Expected RC={:02X}, RF={:02X}, RA={:02X} | Decoded RC={:02X}, RF={:02X}, RA={:02X}", - i, names[i], expected[i].rc, expected[i].rf, expected[i].ra, decoded[i].rc, decoded[i].rf, decoded[i].ra); - match_ok = false; - break; - } - } - - if match_ok { - println!("\n[SUCCESS] Rust range-decoder verification: 100% MATCH!"); - } else { - eprintln!("\n[ERROR] Rust dynamic coordinate check failed!"); - process::exit(1); - } -} +// ZYMATICA | Language-U Cross-Language Verification Engine (Rust) +// Watermark: ip zymatica.space | astronautshe.com + +use std::fs::File; +use std::io::Read; +use std::process; + +pub struct SparseTransition { + pub key: u32, + pub sym: u8, + pub count: u32, +} + +pub struct RadicalPredictor { + pub alpha: u32, + pub weight: u32, + pub trans_rc: Vec, + pub trans_rf: Vec, + pub trans_ra: Vec, + pub prev_rc: u8, + pub prev_rf: u8, + pub prev_ra: u8, +} + +impl RadicalPredictor { + pub fn new(alpha: u32, weight: u32) -> Self { + Self { + alpha, + weight, + trans_rc: Vec::new(), + trans_rf: Vec::new(), + trans_ra: Vec::new(), + prev_rc: 0, + prev_rf: 0, + prev_ra: 0, + } + } + + pub fn observe(&mut self, rc: u8, rf: u8, ra: u8) { + let w = self.weight; + let key_rc = self.prev_rc as u32; + let mut found = false; + for entry in &mut self.trans_rc { + if entry.key == key_rc && entry.sym == rc { + entry.count += w; + found = true; + break; + } + } + if !found && self.trans_rc.len() < 256 { + self.trans_rc.push(SparseTransition { key: key_rc, sym: rc, count: w }); + } + + let key_rf = ((rc as u32) << 8) | (self.prev_rf as u32); + let mut found = false; + for entry in &mut self.trans_rf { + if entry.key == key_rf && entry.sym == rf { + entry.count += w; + found = true; + break; + } + } + if !found && self.trans_rf.len() < 256 { + self.trans_rf.push(SparseTransition { key: key_rf, sym: rf, count: w }); + } + + let key_ra = ((rc as u32) << 16) | ((rf as u32) << 8) | (self.prev_ra as u32); + let mut found = false; + for entry in &mut self.trans_ra { + if entry.key == key_ra && entry.sym == ra { + entry.count += w; + found = true; + break; + } + } + if !found && self.trans_ra.len() < 256 { + self.trans_ra.push(SparseTransition { key: key_ra, sym: ra, count: w }); + } + + self.prev_rc = rc; + self.prev_rf = rf; + self.prev_ra = ra; + } + + pub fn get_cum_freqs_rc(&self, prev_rc: u8) -> Vec { + let mut freqs = vec![self.alpha; 256]; + for entry in &self.trans_rc { + if entry.key == prev_rc as u32 { + freqs[entry.sym as usize] += entry.count; + } + } + let mut cum_freqs = vec![0; 257]; + for i in 0..256 { + cum_freqs[i + 1] = cum_freqs[i] + freqs[i]; + } + cum_freqs + } + + pub fn get_cum_freqs_rf(&self, curr_rc: u8, prev_rf: u8) -> Vec { + let mut freqs = vec![self.alpha; 256]; + let key = ((curr_rc as u32) << 8) | (prev_rf as u32); + for entry in &self.trans_rf { + if entry.key == key { + freqs[entry.sym as usize] += entry.count; + } + } + let mut cum_freqs = vec![0; 257]; + for i in 0..256 { + cum_freqs[i + 1] = cum_freqs[i] + freqs[i]; + } + cum_freqs + } + + pub fn get_cum_freqs_ra(&self, curr_rc: u8, curr_rf: u8, prev_ra: u8) -> Vec { + let mut freqs = vec![self.alpha; 256]; + let key = ((curr_rc as u32) << 16) | ((curr_rf as u32) << 8) | (prev_ra as u32); + for entry in &self.trans_ra { + if entry.key == key { + freqs[entry.sym as usize] += entry.count; + } + } + let mut cum_freqs = vec![0; 257]; + for i in 0..256 { + cum_freqs[i + 1] = cum_freqs[i] + freqs[i]; + } + cum_freqs + } +} + +pub struct BitReader { + pub buffer: Vec, + pub bit_index: usize, + pub total_bits: usize, +} + +impl BitReader { + pub fn new(buffer: Vec) -> Self { + let total_bits = buffer.len() * 8; + Self { + buffer, + bit_index: 0, + total_bits, + } + } + + pub fn read_bit(&mut self) -> u8 { + if self.bit_index >= self.total_bits { + return 0; + } + let byte_pos = self.bit_index / 8; + let bit_pos = 7 - (self.bit_index % 8); + let bit = (self.buffer[byte_pos] >> bit_pos) & 1; + self.bit_index += 1; + bit + } +} + +#[derive(Clone, Copy, PartialEq, Eq, Debug)] +pub struct ConceptRadicals { + pub rc: u8, + pub rf: u8, + pub ra: u8, +} + +pub fn read_varint(data: &[u8], state: &mut usize) -> usize { + let mut val = 0; + let mut shift = 0; + loop { + if *state >= data.len() { + break; + } + let b = data[*state] as usize; + *state += 1; + val |= (b & 0x7F) << shift; + if (b & 0x80) == 0 { + break; + } + shift += 7; + } + val +} + +pub fn decompress_vocab(data: &[u8], num_tokens: usize) -> Vec { + let mut tokens = Vec::new(); + let mut state = 0; + let mut prev = String::new(); + for _ in 0..num_tokens { + if state >= data.len() { + break; + } + let common = read_varint(data, &mut state); + let suffix_len = read_varint(data, &mut state); + if state + suffix_len > data.len() { + break; + } + let suffix_bytes = &data[state..state + suffix_len]; + state += suffix_len; + + let suffix = String::from_utf8_lossy(suffix_bytes).into_owned(); + let prefix = if common < prev.len() { + &prev[0..common] + } else { + &prev + }; + let token = format!("{}{}", prefix, suffix); + tokens.push(token.clone()); + prev = token; + } + tokens +} + +pub fn decode(encoded_bytes: Vec, num_concepts: usize, alpha: u32, weight: u32) -> Vec { + let mut pred = RadicalPredictor::new(alpha, weight); + let mut r = BitReader::new(encoded_bytes); + + let mut value: u32 = 0; + for _ in 0..32 { + value = (value << 1) | (r.read_bit() as u32); + } + + let mut low: u32 = 0; + let mut high: u32 = 0xFFFFFFFF; + let mut decoded = Vec::with_capacity(num_concepts); + + for _ in 0..num_concepts { + let prev_rc = pred.prev_rc; + let prev_rf = pred.prev_rf; + let prev_ra = pred.prev_ra; + let mut symbols = [0u8; 3]; + + for step in 0..3 { + let cum_freqs = match step { + 0 => pred.get_cum_freqs_rc(prev_rc), + 1 => pred.get_cum_freqs_rf(symbols[0], prev_rf), + _ => pred.get_cum_freqs_ra(symbols[0], symbols[1], prev_ra), + }; + + let total = cum_freqs[256] as u64; + let range_width = (high as u64) - (low as u64) + 1; + let scaled_val = (((value as u64 - low as u64) + 1) * total - 1) / range_width; + + let mut sym = 0u8; + let mut l = 0i32; + let mut rr = 255i32; + while l <= rr { + let mid = (l + rr) / 2; + if (cum_freqs[mid as usize] as u64) <= scaled_val && scaled_val < (cum_freqs[(mid + 1) as usize] as u64) { + sym = mid as u8; + break; + } else if scaled_val >= (cum_freqs[(mid + 1) as usize] as u64) { + l = mid + 1; + } else { + rr = mid - 1; + } + } + + symbols[step] = sym; + let cum_low = cum_freqs[sym as usize]; + let cum_high = cum_freqs[(sym as usize) + 1]; + + high = low.wrapping_add(((range_width * cum_high as u64) / total) as u32).wrapping_sub(1); + low = low.wrapping_add(((range_width * cum_low as u64) / total) as u32); + + loop { + if high < 0x80000000 { + low <<= 1; + high = (high << 1) | 1; + value = (value << 1) | (r.read_bit() as u32); + } else if low >= 0x80000000 { + low = (low - 0x80000000) << 1; + high = ((high - 0x80000000) << 1) | 1; + value = ((value - 0x80000000) << 1) | (r.read_bit() as u32); + } else if low >= 0x40000000 && high < 0xC0000000 { + low = (low - 0x40000000) << 1; + high = ((high - 0x40000000) << 1) | 1; + value = ((value - 0x40000000) << 1) | (r.read_bit() as u32); + } else { + break; + } + } + } + + decoded.push(ConceptRadicals { + rc: symbols[0], + rf: symbols[1], + ra: symbols[2], + }); + pred.observe(symbols[0], symbols[1], symbols[2]); + } + decoded +} + +fn main() { + println!("======================================================================"); + println!("ZYMATICA | Cross-Language Rust Decompressor & Range-Decoder"); + println!("======================================================================\n"); + + let mut names_file = File::open("Language-U-Browser/frameworks_names.bin") + .or_else(|_| File::open("frameworks_names.bin")) + .unwrap_or_else(|_| { + eprintln!("[!] Error: Binary transport files not found. Run run_ultimate_pipeline.py first."); + process::exit(1); + }); + let mut coords_file = File::open("Language-U-Browser/frameworks_coordinates.bin") + .or_else(|_| File::open("frameworks_coordinates.bin")) + .unwrap_or_else(|_| { + eprintln!("[!] Error: Binary transport files not found."); + process::exit(1); + }); + + let mut names_bytes = Vec::new(); + names_file.read_to_end(&mut names_bytes).unwrap(); + + let mut coords_bytes = Vec::new(); + coords_file.read_to_end(&mut coords_bytes).unwrap(); + + // 1. Decompress vocab + let names = decompress_vocab(&names_bytes, 49); + println!("[1] Rust Vocab Decompression: SUCCESS ({} names restored).", names.len()); + + // 2. Formulate expected radicals + let mut expected = Vec::with_capacity(49); + for name in &names { + let mut domain = 1u8; + let lower = name.to_lowercase(); + if lower.contains("pixi") || lower.contains("phaser") || lower.contains("away") || lower.contains("p5") { + domain = 2; + } else if lower.contains("scenejs") || lower.contains("glam") || lower.contains("deck") || lower.contains("cesium") || lower.contains("luma") || lower.contains("philo") { + domain = 7; + } + let rc = (domain << 4) | 2; + let rf = (1 << 4) | 2; + let ra = (15 << 4) | 12; + expected.push(ConceptRadicals { rc, rf, ra }); + } + + // 3. Decode radicals + let decoded = decode(coords_bytes, 49, 1, 128); + println!("[2] Rust Yang Range Decoder execution: SUCCESS."); + + // 4. Match check + let mut match_ok = true; + for i in 0..49 { + if expected[i] != decoded[i] { + eprintln!("[!] Mismatch at index {} ({}): Expected RC={:02X}, RF={:02X}, RA={:02X} | Decoded RC={:02X}, RF={:02X}, RA={:02X}", + i, names[i], expected[i].rc, expected[i].rf, expected[i].ra, decoded[i].rc, decoded[i].rf, decoded[i].ra); + match_ok = false; + break; + } + } + + if match_ok { + println!("\n[SUCCESS] Rust range-decoder verification: 100% MATCH!"); + } else { + eprintln!("\n[ERROR] Rust dynamic coordinate check failed!"); + process::exit(1); + } +}