import gdb import numpy as np from enum import Enum np.set_printoptions(suppress=True) # prevent numpy exponential notation on print, default False # np.set_printoptions(threshold=sys.maxsize) def conv(obj, t): return gdb.parse_and_eval(f'({t})({obj})') def booli(obj): return conv(str(obj).lower(), 'bool') def stri(obj): s = f'"{obj}"' return conv(s.translate(s.maketrans('\n', ' ')), 'char*') class MagicValues(Enum): MAGIC_VAL = 0x42FF0000 AUTO_STEP = 0 CONTINUOUS_FLAG = 1 << 14 SUBMATRIX_FLAG = 1 << 15 class MagicMasks(Enum): MAGIC_MASK = 0xFFFF0000 TYPE_MASK = 0x00000FFF DEPTH_MASK = 7 class Depth(Enum): CV_8U = 0 CV_8S = 1 CV_16U = 2 CV_16S = 3 CV_32S = 4 CV_32F = 5 CV_64F = 6 CV_16F = 7 def create_enum(n): def make_type(depth, cn): return depth.value + ((cn - 1) << 3) defs = [(f'{depth.name}C{i}', make_type(depth, i)) for depth in Depth for i in range(1, n + 1)] return Enum('Type', defs) Type = create_enum(512) class Flags: def depth(self): return Depth(self.flags & MagicMasks.DEPTH_MASK.value) def dtype(self): depth = self.depth() ret = None if depth == Depth.CV_8U: ret = (np.uint8, 'uint8_t') elif depth == Depth.CV_8S: ret = (np.int8, 'int8_t') elif depth == Depth.CV_16U: ret = (np.uint16, 'uint16_t') elif depth == Depth.CV_16S: ret = (np.int16, 'int16_t') elif depth == Depth.CV_32S: ret = (np.int32, 'int32_t') elif depth == Depth.CV_32F: ret = (np.float32, 'float') elif depth == Depth.CV_64F: ret = (np.float64, 'double') elif depth == Depth.CV_16F: ret = (np.float16, 'float16') return ret def type(self): return Type(self.flags & MagicMasks.TYPE_MASK.value) def channels(self): return ((self.flags & (511 << 3)) >> 3) + 1 def is_continuous(self): return (self.flags & MagicValues.CONTINUOUS_FLAG.value) != 0 def is_submatrix(self): return (self.flags & MagicValues.SUBMATRIX_FLAG.value) != 0 def __init__(self, flags): self.flags = flags def __iter__(self): return iter({ 'type': stri(self.type().name), 'is_continuous': booli(self.is_continuous()), 'is_submatrix': booli(self.is_submatrix()) }.items()) class Size: def __init__(self, ptr): self.ptr = ptr def dims(self): return int((self.ptr - 1).dereference()) def to_numpy(self): return np.array([int(self.ptr[i]) for i in range(self.dims())], dtype=np.int64) def __iter__(self): return iter({'size': stri(self.to_numpy())}.items()) class Mat: def __init__(self, m, size, flags): (dtype, ctype) = flags.dtype() elsize = np.dtype(dtype).itemsize ptr = m['data'] dataptr = int(ptr) length = (int(m['dataend']) - dataptr) // elsize start = (int(m['datastart']) - dataptr) // elsize if length == 0: self.mat = np.array([]) self.view = self.mat return if dtype != np.float16: ctype = gdb.lookup_type(ctype) ptr = ptr.cast(ctype.array(length - 1).pointer()).dereference() self.mat = np.array([ptr[i] for i in range(length)], dtype=dtype) else: u16 = gdb.lookup_type('uint16_t') ptr = ptr.cast(u16.array(length - 1).pointer()).dereference() self.mat = np.array([ptr[i] for i in range(length)], dtype=np.uint16) self.mat = self.mat.view(np.float16) steps = np.asarray([int(m['step']['p'][i]) for i in range(size.dims())], dtype=np.int64) self.view = np.lib.stride_tricks.as_strided(self.mat[start:], shape=size.to_numpy(), strides=steps) def __iter__(self): return iter({'data': stri(self.view)}.items()) class MatPrinter: """Print a cv::Mat""" def __init__(self, mat): self.mat = mat def views(self): m = self.mat flags = Flags(int(m['flags'])) size = Size(m['size']['p']) data = Mat(m, size, flags) for x in [flags, size, data]: for k, v in x: yield 'view_' + k, v def real(self): m = self.mat for field in m.type.fields(): k = field.name v = m[k] yield k, v # TODO: add an enum in interface.h with all cv::Mat element types and use that instead # yield 'test', gdb.parse_and_eval(f'(cv::MatTypes)0') def children(self): # TODO: hide real members under new child somehow yield from self.views() yield from self.real() def get_type(val): # Get the type. vtype = val.type # If it points to a reference, get the reference. if vtype.code == gdb.TYPE_CODE_REF: vtype = vtype.target() # Get the unqualified type, stripped of typedefs. vtype = vtype.unqualified().strip_typedefs() # Get the type name. typename = vtype.tag return typename def mat_printer(val): typename = get_type(val) if typename is None: return None if str(typename) == 'cv::Mat': return MatPrinter(val) gdb.pretty_printers.append(mat_printer)