import sys import gdb if sys.version_info[0] > 2: Iterator = object else: # "Polyfill" for Python2 Iterator interface class Iterator: def next(self): return self.__next__() class ThrustVectorPrinter(gdb.printing.PrettyPrinter): "Print a thrust::*_vector" class _host_accessible_iterator(Iterator): def __init__(self, start, size): self.item = start self.size = size self.count = 0 def __iter__(self): return self def __next__(self): if self.count >= self.size: raise StopIteration elt = self.item.dereference() count = self.count self.item = self.item + 1 self.count = self.count + 1 return ("[%d]" % count, elt) class _cuda_iterator(Iterator): def __init__(self, start, size): self.exec = exec self.item = start self.size = size self.count = 0 self.buffer = None self.sizeof = self.item.dereference().type.sizeof self.buffer_start = 0 # At most 1 MB or size, at least 1 self.buffer_size = min(size, max(1, 2**20 // self.sizeof)) self.buffer = gdb.parse_and_eval( "(void*)malloc(%s)" % (self.buffer_size * self.sizeof) ) self.buffer.fetch_lazy() self.buffer_count = self.buffer_size self.update_buffer() def update_buffer(self): if self.buffer_count >= self.buffer_size: self.buffer_item = gdb.parse_and_eval(hex(self.buffer)).cast( self.item.type ) self.buffer_count = 0 self.buffer_start = self.count device_addr = hex(self.item.dereference().address) buffer_addr = hex(self.buffer) size = ( min(self.buffer_size, self.size - self.buffer_start) * self.sizeof ) status = gdb.parse_and_eval( "(cudaError)cudaMemcpy(%s, %s, %d, cudaMemcpyDeviceToHost)" % (buffer_addr, device_addr, size) ) if status != 0: raise gdb.MemoryError("memcpy from device failed: %s" % status) def __del__(self): gdb.parse_and_eval("(void)free(%s)" % hex(self.buffer)).fetch_lazy() def __iter__(self): return self def __next__(self): if self.count >= self.size: raise StopIteration self.update_buffer() elt = self.buffer_item.dereference() self.buffer_item = self.buffer_item + 1 self.buffer_count = self.buffer_count + 1 count = self.count self.item = self.item + 1 self.count = self.count + 1 return ("[%d]" % count, elt) def __init__(self, val): self.val = val self.pointer = val["m_storage"]["m_begin"]["m_iterator"] self.size = int(val["m_size"]) self.capacity = int(val["m_storage"]["m_size"]) self.is_device_vector = str(self.pointer.type).startswith("thrust::device_ptr") if self.is_device_vector: self.pointer = self.pointer["m_iterator"] self.is_cuda_vector = "cuda" in str(val["m_storage"]["m_allocator"]) def children(self): if self.is_cuda_vector: return self._cuda_iterator(self.pointer, self.size) else: return self._host_accessible_iterator(self.pointer, self.size) def to_string(self): typename = str(self.val.type) return "%s of length %d, capacity %d" % (typename, self.size, self.capacity) def display_hint(self): return "array" class ThrustCUDAReferencePrinter(gdb.printing.PrettyPrinter): "Print a thrust::device_reference that resides in CUDA memory space" def __init__(self, val): self.val = val self.pointer = val["ptr"]["m_iterator"] self.type = self.pointer.dereference().type sizeof = self.type.sizeof self.buffer = gdb.parse_and_eval("(void*)malloc(%s)" % sizeof) device_addr = hex(self.pointer) buffer_addr = hex(self.buffer) status = gdb.parse_and_eval( "(cudaError)cudaMemcpy(%s, %s, %d, cudaMemcpyDeviceToHost)" % (buffer_addr, device_addr, sizeof) ) if status != 0: raise gdb.MemoryError("memcpy from device failed: %s" % status) self.buffer_val = ( gdb.parse_and_eval(hex(self.buffer)).cast(self.pointer.type).dereference() ) def __del__(self): gdb.parse_and_eval("(void)free(%s)" % hex(self.buffer)).fetch_lazy() def children(self): return [] def to_string(self): typename = str(self.val.type) return "(%s) @%s: %s" % (typename, self.pointer, self.buffer_val) def display_hint(self): return None class ThrustHostAccessibleReferencePrinter(gdb.printing.PrettyPrinter): def __init__(self, val): self.val = val self.pointer = val["ptr"]["m_iterator"] def children(self): return [] def to_string(self): typename = str(self.val.type) return "(%s) @%s: %s" % (typename, self.pointer, self.pointer.dereference()) def display_hint(self): return None def lookup_thrust_type(val): if not str(val.type.unqualified()).startswith("thrust::"): return None suffix = str(val.type.unqualified())[8:] if suffix.startswith("host_vector") or suffix.startswith("device_vector"): return ThrustVectorPrinter(val) elif int(gdb.VERSION.split(".")[0]) >= 10 and suffix.startswith("device_reference"): # look for tag in type name if "cuda" in "".join(str(field.type) for field in val["ptr"].type.fields()): return ThrustCUDAReferencePrinter(val) return ThrustHostAccessibleReferencePrinter(val) return None gdb.pretty_printers.append(lookup_thrust_type)