pretty_printers.py

import gdb
import gdb.printing
import gdb.types


def eval_on_val(val, eval_str):
    eval_str = "(*({}*)({})).{}".format(val.type, val.address, eval_str)
    return gdb.parse_and_eval(eval_str)


class SmallVectorPrinter:
    def __init__(self, val):
        t = val.type.template_argument(0)
        self.begin = val['m_begin_ptr'].cast(t.pointer())
        self.end = val['m_end_ptr'].cast(t.pointer())
        self.size = self.end - self.begin
        self.capacity = val['m_capacity_ptr'].cast(t.pointer()) - val['m_begin_ptr'].cast(t.pointer())

    def to_string(self):
        return 'SmallVector of Size {}'.format(self.size)

    def display_hint(self):
        return 'array'

    def children(self):
        for i in range(self.size):
            yield "[{}]".format(i), (self.begin+i).dereference()


class MaybePrinter:
    def __init__(self, val):
        self.val = val['m_ptr']

    def to_string(self):
        if self.val:
            return 'Some {}'.format(self.val)
        else:
            return 'None'

    def display_hint(self):
        return 'array'

    def children(self):
        if self.val:
            yield '[0]', self.val.dereference()


class ToStringPrinter:
    def __init__(self, val):
        self.val = val

    def to_string(self):
        return eval_on_val(self.val, "to_string().c_str()").string()


class ReprPrinter:
    def __init__(self, val):
        self.val = val

    def to_string(self):
        return eval_on_val(self.val, "repr().c_str()").string()


class HandlePrinter:
    def __init__(self, val):
        impl = gdb.lookup_type("mgb::imperative::interpreter::intl::TensorInfo")
        self.val = val.cast(impl.pointer())

    def to_string(self):
        if self.val:
            return 'Handle of TensorInfo at {}'.format(self.val)
        else:
            return 'Empty Handle'

    def display_hint(self):
        return 'array'

    def children(self):
        if self.val:
            yield '[0]', self.val.dereference()


def print_small_tensor(device_nd):
    size = device_nd["m_storage"]["m_size"]
    ndim = device_nd["m_layout"]["ndim"]
    dim0 = device_nd["m_layout"]["shape"][0]
    stride0 = device_nd["m_layout"]["stride"][0]
    dtype = device_nd["m_layout"]["dtype"]
    if size == 0:
        return "<empty>"
    if ndim > 1:
        return "<ndim > 1>"
    if dim0 > 64:
        return "<size tool large>"
    raw_ptr = device_nd["m_storage"]["m_data"]["_M_ptr"]
    dtype_name = dtype["m_trait"]["name"].string()
    dtype_map = {
        "Float32": (gdb.lookup_type("float"), float),
        "Int32": (gdb.lookup_type("int"), int),
    }
    if dtype_name not in dtype_map:
        return "<dtype unsupported>"
    else:
        ctype, pytype = dtype_map[dtype_name]
    ptr = raw_ptr.cast(ctype.pointer())
    array = []
    for i in range(dim0):
        array.append((pytype)((ptr + i * int(stride0)).dereference()))
    return str(array)


class LogicalTensorDescPrinter:
    def __init__(self, val):
        self.layout = val['layout']
        self.comp_node = val['comp_node']
        self.value = val['value']

    def to_string(self):
        return 'LogicalTensorDesc'

    def children(self):
        yield 'layout', self.layout
        yield 'comp_node', self.comp_node
        yield 'value', print_small_tensor(self.value)


class OpDefPrinter:
    def __init__(self, val):
        self.val = val

    def to_string(self):
        return self.val.dynamic_type.name

    def children(self):
        concrete_val = self.val.address.cast(self.val.dynamic_type.pointer()).dereference()
        for field in concrete_val.type.fields():
            if field.is_base_class or field.artificial:
                continue
            if field.name == 'sm_typeinfo':
                continue
            yield field.name, concrete_val[field.name]


pp = gdb.printing.RegexpCollectionPrettyPrinter("MegEngine")
# megdnn
pp.add_printer('megdnn::SmallVectorImpl', '^megdnn::SmallVector(Impl)?<.*>$', SmallVectorPrinter)
pp.add_printer('megdnn::TensorLayout', '^megdnn::TensorLayout$', ToStringPrinter)
pp.add_printer('megdnn::TensorShape', '^megdnn::TensorShape$', ToStringPrinter)
# megbrain
pp.add_printer('mgb::CompNode', '^mgb::CompNode$', ToStringPrinter)
pp.add_printer('mgb::Maybe', '^mgb::Maybe<.*>$', MaybePrinter)
# imperative
pp.add_printer('mgb::imperative::LogicalTensorDesc', '^mgb::imperative::LogicalTensorDesc$', LogicalTensorDescPrinter)
pp.add_printer('mgb::imperative::OpDef', '^mgb::imperative::OpDef$', OpDefPrinter)
pp.add_printer('mgb::imperative::Subgraph', '^mgb::imperative::Subgraph$', ReprPrinter)
pp.add_printer('mgb::imperative::EncodedSubgraph', '^mgb::imperative::EncodedSubgraph$', ReprPrinter)
gdb.printing.register_pretty_printer(gdb.current_objfile(), pp)


def override_pretty_printer_for(val):
    type = val.type.strip_typedefs()
    if type.code == gdb.TYPE_CODE_PTR:
        if not val:
            return None
        target_typename = str(type.target().strip_typedefs())
        if target_typename == "mgb::imperative::OpDef":
            return OpDefPrinter(val.dereference())
        if target_typename == "mgb::imperative::interpreter::Interpreter::HandleImpl":
            return HandlePrinter(val)


gdb.pretty_printers.append(override_pretty_printer_for)