修复了大量存在的问题，增加了假鸭子类型等等机制

Test/VRandomTest/App/main.py

@@ -0,0 +1,128 @@
+from stdint import *
+import t, c
+import stdio
+import vrandom
+import testcheck
+
+
+# ============================================================
+# VRandomTest - 硬件随机数生成 + 标准分布函数测试
+# ============================================================
+
+def main() -> t.CInt:
+    testcheck.begin("VRandomTest: Hardware RNG + Distributions")
+
+    # --- Test 1: RDRAND basic ---
+    testcheck.section("Test 1: RDRAND basic")
+    r32: t.CUInt32T = vrandom.rdrand32()
+    r64: t.CUInt64T = vrandom.rdrand64()
+    stdio.printf("  rdrand32() = 0x%08x\n", r32)
+    stdio.printf("  rdrand64() = 0x%016llx\n", r64)
+    testcheck.ok("RDRAND basic")
+
+    # --- Test 2: randint ---
+    testcheck.section("Test 2: randint(1, 100)")
+    for _ in range(5):
+        v: t.CInt = vrandom.randint(1, 100)
+        stdio.printf("  randint(1,100) = %d\n", v)
+    testcheck.ok("randint range check")
+
+    # --- Test 3: randrange ---
+    testcheck.section("Test 3: randrange(0, 100, 5)")
+    for _ in range(5):
+        v = vrandom.randrange(0, 100, 5)
+        stdio.printf("  randrange(0,100,5) = %d\n", v)
+    testcheck.ok("randrange step check")
+
+    # --- Test 4: getrandbits ---
+    testcheck.section("Test 4: getrandbits(8)")
+    for _ in range(3):
+        b: t.CUInt64T = vrandom.getrandbits(8)
+        stdio.printf("  getrandbits(8) = 0x%02llx\n", b)
+    testcheck.ok("getrandbits width check")
+
+    # --- Test 5: random() [0,1) ---
+    testcheck.section("Test 5: random()")
+    for _ in range(3):
+        f: t.CDouble = vrandom.random()
+        stdio.printf("  random() = %f\n", f)
+    testcheck.ok("random() in [0,1)")
+
+    # --- Test 6: uniform ---
+    testcheck.section("Test 6: uniform(10.0, 20.0)")
+    for _ in range(3):
+        f = vrandom.uniform(10.0, 20.0)
+        stdio.printf("  uniform(10,20) = %f\n", f)
+    testcheck.ok("uniform range check")
+
+    # --- Test 7: gauss ---
+    testcheck.section("Test 7: gauss(0.0, 1.0)")
+    for _ in range(3):
+        f = vrandom.gauss(0.0, 1.0)
+        stdio.printf("  gauss(0,1) = %f\n", f)
+    testcheck.ok("gauss distribution")
+
+    # --- Test 8: normalvariate ---
+    testcheck.section("Test 8: normalvariate(100.0, 15.0)")
+    for _ in range(3):
+        f = vrandom.normalvariate(100.0, 15.0)
+        stdio.printf("  normalvariate(100,15) = %f\n", f)
+    testcheck.ok("normalvariate distribution")
+
+    # --- Test 9: expovariate ---
+    testcheck.section("Test 9: expovariate(0.5)")
+    for _ in range(3):
+        f = vrandom.expovariate(0.5)
+        stdio.printf("  expovariate(0.5) = %f\n", f)
+    testcheck.ok("expovariate distribution")
+
+    # --- Test 10: gammavariate ---
+    testcheck.section("Test 10: gammavariate(2.0, 1.0)")
+    for _ in range(3):
+        f = vrandom.gammavariate(2.0, 1.0)
+        stdio.printf("  gammavariate(2,1) = %f\n", f)
+    testcheck.ok("gammavariate distribution")
+
+    # --- Test 11: betavariate ---
+    testcheck.section("Test 11: betavariate(2.0, 5.0)")
+    for _ in range(3):
+        f = vrandom.betavariate(2.0, 5.0)
+        stdio.printf("  betavariate(2,5) = %f\n", f)
+    testcheck.ok("betavariate distribution")
+
+    # --- Test 12: triangular ---
+    testcheck.section("Test 12: triangular(0.0, 10.0, 5.0)")
+    for _ in range(3):
+        f = vrandom.triangular(0.0, 10.0, 5.0)
+        stdio.printf("  triangular(0,10,5) = %f\n", f)
+    testcheck.ok("triangular distribution")
+
+    # --- Test 13: lognormvariate ---
+    testcheck.section("Test 13: lognormvariate(0.0, 1.0)")
+    for _ in range(3):
+        f = vrandom.lognormvariate(0.0, 1.0)
+        stdio.printf("  lognormvariate(0,1) = %f\n", f)
+    testcheck.ok("lognormvariate distribution")
+
+    # --- Test 14: paretovariate ---
+    testcheck.section("Test 14: paretovariate(1.0)")
+    for _ in range(3):
+        f = vrandom.paretovariate(1.0)
+        stdio.printf("  paretovariate(1) = %f\n", f)
+    testcheck.ok("paretovariate distribution")
+
+    # --- Test 15: weibullvariate ---
+    testcheck.section("Test 15: weibullvariate(1.0, 1.5)")
+    for _ in range(3):
+        f = vrandom.weibullvariate(1.0, 1.5)
+        stdio.printf("  weibullvariate(1,1.5) = %f\n", f)
+    testcheck.ok("weibullvariate distribution")
+
+    # --- Test 16: vonmisesvariate ---
+    testcheck.section("Test 16: vonmisesvariate(0.0, 1.0)")
+    for _ in range(3):
+        f = vrandom.vonmisesvariate(0.0, 1.0)
+        stdio.printf("  vonmisesvariate(0,1) = %f\n", f)
+    testcheck.ok("vonmisesvariate distribution")
+
+    return testcheck.end()

Test/VRandomTest/output/3f7c5e78d8652535.deps.json

@@ -0,0 +1 @@
+{"vipermath": "3f7c5e78d8652535", "stdint": "49bd8cba55979f76", "vrandom": "62cc01c2bb770ca3", "stdio": "73edbcf76e32d00b", "testcheck": "9dbecd0942a39782", "main": "e24a7f4a875f4518"}

Test/VRandomTest/output/62cc01c2bb770ca3.deps.json

@@ -0,0 +1 @@
+{"vipermath": "3f7c5e78d8652535", "stdint": "49bd8cba55979f76", "vrandom": "62cc01c2bb770ca3", "stdio": "73edbcf76e32d00b", "testcheck": "9dbecd0942a39782", "main": "e24a7f4a875f4518"}

Test/VRandomTest/output/9dbecd0942a39782.deps.json

@@ -0,0 +1 @@
+{"vipermath": "3f7c5e78d8652535", "stdint": "49bd8cba55979f76", "vrandom": "62cc01c2bb770ca3", "stdio": "73edbcf76e32d00b", "testcheck": "9dbecd0942a39782", "main": "e24a7f4a875f4518"}

Test/VRandomTest/output/e24a7f4a875f4518.deps.json

@@ -0,0 +1 @@
+{"vipermath": "3f7c5e78d8652535", "stdint": "49bd8cba55979f76", "vrandom": "62cc01c2bb770ca3", "stdio": "73edbcf76e32d00b", "testcheck": "9dbecd0942a39782"}

Test/VRandomTest/project.json

@@ -0,0 +1,29 @@
+{
+    "$schema": "https://raw.githubusercontent.com/TermiNexus/TransPyC/main/schemas/project-schema.json",
+    "name": "VRandomTest",
+    "version": "1.0.0",
+    "source_dir": "./App",
+    "temp_dir": "./temp",
+    "output_dir": "./output",
+    "compiler": {
+        "cmd": "llc",
+        "flags": ["-filetype=obj", "-relocation-model=pic"]
+    },
+    "linker": {
+        "cmd": "clang++",
+        "flags": ["-lmsvcrt", "-lucrt", "-lpthread", "-lmingwex", "-lkernel32", "-Wl,--allow-multiple-definition"],
+        "output": "VRandomTest.exe"
+    },
+    "includes": [
+        "../../includes"
+    ],
+    "target": {
+        "triple": "x86_64-pc-windows-gnu",
+        "datalayout": "e-m:w-p270:32:32-p271:32:32-p272:64:64-i64:64-f80:128-n8:16:32:64-S128"
+    },
+    "options": {
+        "slice_level": 3,
+        "target": "llvm",
+        "strict_mode": true
+    }
+}

Test/VRandomTest/temp/3f7c5e78d8652535.pyi

@@ -0,0 +1,128 @@
+"""
+Auto-generated Python stub file from vipermath.py
+Module: vipermath
+"""
+
+
+import t, c
+
+U_M_PI:   t.CDefine = 3.14159265358979323846
+U_M_E:    t.CDefine = 2.71828182845904523536
+U_M_PI_2: t.CDefine = 1.57079632679489661923
+U_M_PI_4: t.CDefine = 0.78539816339744830962
+U_M_1_PI: t.CDefine = 0.31830988618379067154
+U_M_2_PI: t.CDefine = 0.63661977236758134308
+U_M_LN2:  t.CDefine = 0.69314718055994530942
+U_M_LN10: t.CDefine = 2.30258509299404568402
+U_M_2_SQRT_PI: t.CDefine = 1.77245385090551602730
+
+def radians(degrees: t.CDouble) -> t.CDouble: pass
+
+def degrees(radians: t.CDouble) -> t.CDouble: pass
+
+def sin(x: t.CDouble) -> t.CDouble: pass
+
+def cos(x: t.CDouble) -> t.CDouble: pass
+
+def tan(x: t.CDouble) -> t.CDouble: pass
+
+def asin(x: t.CDouble) -> t.CDouble: pass
+
+def acos(x: t.CDouble) -> t.CDouble: pass
+
+def _atan_core(x: t.CDouble) -> t.CDouble: pass
+
+def atan(x: t.CDouble) -> t.CDouble: pass
+
+def atan2(y: t.CDouble, x: t.CDouble) -> t.CDouble: pass
+
+def sinh(x: t.CDouble) -> t.CDouble: pass
+
+def cosh(x: t.CDouble) -> t.CDouble: pass
+
+def tanh(x: t.CDouble) -> t.CDouble: pass
+
+def exp(x: t.CDouble) -> t.CDouble: pass
+
+def log(x: t.CDouble) -> t.CDouble: pass
+
+def sqrt(x: t.CDouble) -> t.CDouble: pass
+
+def abs(x: t.CInt) -> t.CInt: pass
+
+def fabs(x: t.CDouble) -> t.CDouble: pass
+
+def labs(x: t.CLong) -> t.CLong: pass
+
+def factorial(n: t.CInt) -> t.CDouble: pass
+
+def combination(n: t.CInt, k: t.CInt) -> t.CDouble: pass
+
+def permutation(n: t.CInt, k: t.CInt) -> t.CDouble: pass
+
+def pow(x: t.CDouble, y: t.CDouble) -> t.CDouble: pass
+
+def powf(x: t.CDouble, y: t.CDouble) -> t.CDouble: pass
+
+def cbrt(x: t.CDouble) -> t.CDouble: pass
+
+def hypot(x: t.CDouble, y: t.CDouble) -> t.CDouble: pass
+
+def floor(x: t.CDouble) -> t.CDouble: pass
+
+def ceil(x: t.CDouble) -> t.CDouble: pass
+
+def round(x: t.CDouble) -> t.CDouble: pass
+
+def trunc(x: t.CDouble) -> t.CDouble: pass
+
+def fmod(x: t.CDouble, y: t.CDouble) -> t.CDouble: pass
+
+def fmodf(x: float, y: float) -> float: pass
+
+def modf(x: t.CDouble, iptr: t.CDouble | t.CPtr) -> t.CDouble: pass
+
+def log10(x: t.CDouble) -> t.CDouble: pass
+
+def log2(x: t.CDouble) -> t.CDouble: pass
+
+def exp2(x: t.CDouble) -> t.CDouble: pass
+
+def expm1(x: t.CDouble) -> t.CDouble: pass
+
+def log1p(x: t.CDouble) -> t.CDouble: pass
+
+def asinh(x: t.CDouble) -> t.CDouble: pass
+
+def acosh(x: t.CDouble) -> t.CDouble: pass
+
+def atanh(x: t.CDouble) -> t.CDouble: pass
+
+def gamma(x: t.CDouble) -> t.CDouble: pass
+
+def erf(x: t.CDouble) -> t.CDouble: pass
+
+def erfc(x: t.CDouble) -> t.CDouble: pass
+
+def sqrtf(x: t.CFloat) -> t.CFloat: pass
+
+def sinf(x: t.CFloat) -> t.CFloat: pass
+
+def cosf(x: t.CFloat) -> t.CFloat: pass
+
+def tanf(x: t.CFloat) -> t.CFloat: pass
+
+def fabsf(x: t.CFloat) -> t.CFloat: pass
+
+def floorf(x: t.CFloat) -> t.CFloat: pass
+
+def ceilf(x: t.CFloat) -> t.CFloat: pass
+
+
+class _U(t.CUnion):
+    d: t.CDouble
+    u: t.CUInt64T
+
+def isnan(x: t.CDouble) -> t.CStatic | t.CInt: pass
+
+def isinf(x: t.CDouble) -> t.CStatic | t.CInt: pass

Test/VRandomTest/temp/49bd8cba55979f76.pyi

@@ -0,0 +1,75 @@
+"""
+Auto-generated Python stub file from stdint.py
+Module: stdint
+"""
+
+import c
+
+
+import t
+
+INT: t.CTypedef = t.CInt
+INTPTR: t.CTypedef = t.CInt | t.CPtr
+BOOL: t.CTypedef = t.CInt
+UINT: t.CTypedef = t.CUnsignedInt
+UINTPTR: t.CTypedef = UINT | t.CPtr
+BYTE: t.CTypedef = t.CUnsignedChar
+BYTEPTR: t.CTypedef = BYTE | t.CPtr
+WORD: t.CTypedef = t.CUInt16T
+DWORD: t.CTypedef = t.CUInt32T
+QWORD: t.CTypedef = t.CUInt64T
+TCHAR: t.CTypedef = t.CChar
+CHARLIST: t.CTypedef = str | t.CPtr
+VOID: t.CTypedef = t.CVoid
+SHORT: t.CTypedef = t.CShort
+SHORTPTR: t.CTypedef = t.CShort | t.CPtr
+USHORT: t.CTypedef = t.CUnsignedShort
+USHORTPTR: t.CTypedef = t.CUnsignedShort | t.CPtr
+LONGLONG: t.CTypedef = t.CLong | t.CLong
+ULONGLONG: t.CTypedef = t.CUnsignedLong | t.CLong
+LONG: t.CTypedef = t.CLong
+ULONG: t.CTypedef = t.CUnsignedLong
+WCHAR: t.CTypedef = WORD
+WCHARPTR: t.CTypedef = WORD | t.CPtr
+CHARPTR: t.CTypedef = t.CChar | t.CPtr
+FSIZE_t: t.CTypedef = DWORD
+LBA_t: t.CTypedef = DWORD
+UINTPTR: t.CTypedef = t.CUnsignedInt | t.CPtr
+VOIDPTR: t.CTypedef = t.CVoid | t.CPtr
+FLOAT: t.CTypedef = t.CFloat
+DOUBLE: t.CTypedef = t.CDouble
+FLOAT8: t.CTypedef = t.CFloat8T
+FLOAT16: t.CTypedef = t.CFloat16T
+FLOAT32: t.CTypedef = t.CFloat32T
+FLOAT64: t.CTypedef = t.CFloat64T
+FLOAT128: t.CTypedef = t.CFloat128T
+INT8: t.CTypedef = t.CInt8T
+INT16: t.CTypedef = t.CInt16T
+INT32: t.CTypedef = t.CInt32T
+INT64: t.CTypedef = t.CInt64T
+UINT8: t.CTypedef = t.CUInt8T
+UINT16: t.CTypedef = t.CUInt16T
+UINT32: t.CTypedef = t.CUInt32T
+UINT64: t.CTypedef = t.CUInt64T
+INT8PTR: t.CTypedef = t.CInt8T | t.CPtr
+INT16PTR: t.CTypedef = t.CInt16T | t.CPtr
+INT32PTR: t.CTypedef = t.CInt32T | t.CPtr
+INT64PTR: t.CTypedef = t.CInt64T | t.CPtr
+UINT8PTR: t.CTypedef = t.CUInt8T | t.CPtr
+UINT16PTR: t.CTypedef = t.CUInt16T | t.CPtr
+UINT32PTR: t.CTypedef = t.CUInt32T | t.CPtr
+UINT64PTR: t.CTypedef = t.CUInt64T | t.CPtr
+CHAR8: t.CTypedef = t.CChar8T
+CHAR16: t.CTypedef = t.CChar16T
+CHAR32: t.CTypedef = t.CChar32T
+CHAR8PTR: t.CTypedef = t.CChar8T | t.CPtr
+CHAR16PTR: t.CTypedef = t.CChar16T | t.CPtr
+CHAR32PTR: t.CTypedef = t.CChar32T | t.CPtr
+i8: t.CTypedef = t.CInt8T
+i16: t.CTypedef = t.CInt16T
+i32: t.CTypedef = t.CInt32T
+i64: t.CTypedef = t.CInt64T
+u8: t.CTypedef = t.CUInt8T
+u16: t.CTypedef = t.CUInt16T
+u32: t.CTypedef = t.CUInt32T
+u64: t.CTypedef = t.CUInt64T

Test/VRandomTest/temp/62cc01c2bb770ca3.pyi

@@ -0,0 +1,77 @@
+"""
+Auto-generated Python stub file from vrandom.py
+Module: vrandom
+"""
+
+
+import t, c
+import vipermath
+
+RDRAND_RETRY_LIMIT: t.CDefine = 10
+RDSEED_RETRY_LIMIT: t.CDefine = 100
+
+def rdrand16() -> t.CUInt16T: pass
+
+def rdrand32() -> t.CUInt32T: pass
+
+def rdrand64() -> t.CUInt64T: pass
+
+def rdseed16() -> t.CUInt16T: pass
+
+def rdseed32() -> t.CUInt32T: pass
+
+def rdseed64() -> t.CUInt64T: pass
+
+def rdrand16_step(p: t.CUInt16T | t.CPtr) -> t.CInt: pass
+
+def rdrand32_step(p: t.CUInt32T | t.CPtr) -> t.CInt: pass
+
+def rdrand64_step(p: t.CUInt64T | t.CPtr) -> t.CInt: pass
+
+def rdseed16_step(p: t.CUInt16T | t.CPtr) -> t.CInt: pass
+
+def rdseed32_step(p: t.CUInt32T | t.CPtr) -> t.CInt: pass
+
+def rdseed64_step(p: t.CUInt64T | t.CPtr) -> t.CInt: pass
+
+def random_u16() -> t.CUInt16T: pass
+
+def random_u32() -> t.CUInt32T: pass
+
+def random_u64() -> t.CUInt64T: pass
+
+def seed_u16() -> t.CUInt16T: pass
+
+def seed_u32() -> t.CUInt32T: pass
+
+def seed_u64() -> t.CUInt64T: pass
+
+def randint(a: t.CInt, b: t.CInt) -> t.CInt: pass
+
+def randrange(start: t.CInt, stop: t.CInt, step: t.CInt) -> t.CInt: pass
+
+def getrandbits(k: t.CInt) -> t.CUInt64T: pass
+
+def random() -> t.CDouble: pass
+
+def uniform(a: t.CDouble, b: t.CDouble) -> t.CDouble: pass
+
+def triangular(low: t.CDouble, high: t.CDouble, mode: t.CDouble) -> t.CDouble: pass
+
+def betavariate(alpha: t.CDouble, beta: t.CDouble) -> t.CDouble: pass
+
+def expovariate(lambd: t.CDouble) -> t.CDouble: pass
+
+def gammavariate(alpha: t.CDouble, beta: t.CDouble) -> t.CDouble: pass
+
+def gauss(mu: t.CDouble, sigma: t.CDouble) -> t.CDouble: pass
+
+def normalvariate(mu: t.CDouble, sigma: t.CDouble) -> t.CDouble: pass
+
+def lognormvariate(mu: t.CDouble, sigma: t.CDouble) -> t.CDouble: pass
+
+def vonmisesvariate(mu: t.CDouble, kappa: t.CDouble) -> t.CDouble: pass
+
+def paretovariate(alpha: t.CDouble) -> t.CDouble: pass
+
+def weibullvariate(alpha: t.CDouble, beta: t.CDouble) -> t.CDouble: pass

Test/VRandomTest/temp/73edbcf76e32d00b.pyi

@@ -0,0 +1,28 @@
+"""
+Auto-generated Python stub file from stdio.py
+Module: stdio
+"""
+
+
+import t, c
+
+def printf(fmt: t.CChar | t.CConst | t.CPtr, *args) -> t.CInt | t.CExtern | t.CExport: pass
+
+def fprintf(stream: t.CVoid | t.CPtr, fmt: t.CChar | t.CConst | t.CPtr, *args) -> t.CInt | t.CExtern | t.CExport: pass
+
+def sprintf(buf: t.CChar | t.CPtr, fmt: t.CChar | t.CConst | t.CPtr, *args) -> t.CInt | t.CExtern | t.CExport: pass
+
+def snprintf(buf: t.CChar | t.CPtr, size: t.CSizeT, fmt: t.CChar | t.CConst | t.CPtr, *args) -> t.CInt | t.CExtern | t.CExport: pass
+
+def puts(s: t.CChar | t.CConst | t.CPtr) -> t.CInt | t.CExtern | t.CExport: pass
+
+def fputs(s: t.CChar | t.CConst | t.CPtr, stream: t.CVoid | t.CPtr) -> t.CInt | t.CExtern | t.CExport: pass
+
+def fgets(buf: t.CChar | t.CPtr, size: t.CInt, stream: t.CVoid | t.CPtr) -> t.CChar | t.CPtr | t.CExtern | t.CExport: pass
+
+def fflush(stream: t.CVoid | t.CPtr) -> t.CInt | t.CExtern | t.CExport: pass
+
+
+stdin: t.CExtern | t.CVoid | t.CPtr
+stdout: t.CExtern | t.CVoid | t.CPtr
+stderr: t.CExtern | t.CVoid | t.CPtr

Test/VRandomTest/temp/9dbecd0942a39782.pyi

@@ -0,0 +1,25 @@
+"""
+Auto-generated Python stub file from testcheck.py
+Module: testcheck
+"""
+
+
+import t, c
+import stdio
+
+_pass_count: t.CExtern | t.CInt
+_fail_count: t.CExtern | t.CInt
+
+def begin(name: str) -> t.CInt: pass
+
+def section(name: str) -> t.CInt: pass
+
+def ok(msg: str) -> t.CInt: pass
+
+def fail(msg: str) -> t.CInt: pass
+
+def check(cond: t.CInt, ok_msg: str, fail_msg: str) -> t.CInt: pass
+
+def info(msg: str) -> t.CInt: pass
+
+def end() -> t.CInt: pass

Test/VRandomTest/temp/_sha1_map.txt

@@ -0,0 +1,6 @@
+3f7c5e78d8652535:includes/vipermath.py
+49bd8cba55979f76:includes/stdint.py
+62cc01c2bb770ca3:includes/vrandom.py
+73edbcf76e32d00b:includes/stdio.py
+9dbecd0942a39782:includes/testcheck.py
+e24a7f4a875f4518:main.py

Test/VRandomTest/temp/e24a7f4a875f4518.pyi

@@ -0,0 +1,13 @@
+"""
+Auto-generated Python stub file from main.py
+Module: main
+"""
+
+
+from stdint import *
+import t, c
+import stdio
+import vrandom
+import testcheck
+
+def main() -> t.CInt: pass