From f73d2c95dee62d8b2751b244e6169fc0ac24188f Mon Sep 17 00:00:00 2001
From: wjj19950828 <wjjisloser@163.com>
Date: Tue, 14 Mar 2023 17:35:14 +0800
Subject: [PATCH] support yolov8cls

---
 x2paddle/op_mapper/prim2code.py               | 720 ------------------
 .../pytorch2paddle/pytorch_op_mapper.py       |   4 +-
 2 files changed, 3 insertions(+), 721 deletions(-)
 delete mode 100644 x2paddle/op_mapper/prim2code.py

diff --git a/x2paddle/op_mapper/prim2code.py b/x2paddle/op_mapper/prim2code.py
deleted file mode 100644
index 8b4e7bc..0000000
--- a/x2paddle/op_mapper/prim2code.py
+++ /dev/null
@@ -1,720 +0,0 @@
-#   Copyright (c) 2020  PaddlePaddle Authors. All Rights Reserved.
-#
-# Licensed under the Apache License, Version 2.0 (the "License"
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-NO_OUTPUT_COUNT = 0
-
-
-def gen_codes(code_list, indent=0):
-    indent_blank = "    " * indent
-    codes = []
-    for code_line in code_list:
-        if code_line.strip() == "":
-            codes.append('\n')
-        else:
-            codes.append(indent_blank + code_line + '\n')
-    return codes
-
-
-def get_value(layer, key, layer_id=None, different_attrs=None):
-    """ 进行optimizer后可能把inputs的value直接用数值代替（ConstantFuser），
-        会把input换成attr，所以需要此处的操作。
-    """
-    if key in layer.inputs:
-        return layer.inputs[key]
-    else:
-        if different_attrs is None:
-            return str(layer.attrs[key])
-        else:
-            key_name = "{}_{}".format(layer.outputs[0], key)
-            if key_name in different_attrs:
-                return key_name
-            else:
-                if layer_id is None:
-                    return str(layer.attrs[key])
-                key_name = "{}_{}".format("layer_id/{}".format(layer_id), key)
-                if key_name in different_attrs:
-                    new_key_name = "attr_{}".format(NO_OUTPUT_COUNT)
-                    NO_OUTPUT_COUNT += 1
-                    diff_index = different_attrs.index(key_name)
-                    different_attrs[diff_index] = new_key_name
-                    return new_key_name
-                else:
-                    return str(layer.attrs[key])
-
-
-def prim_add(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = {} + {}".format(layer.outputs[0],
-                                 get_value(layer, "x", different_attrs),
-                                 get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_add_(layer,
-              indent=1,
-              init_func=[],
-              forward_func=[],
-              layer_id=None,
-              different_attrs=None):
-    line = "{} = {} + {} * {}".format(layer.outputs[0],
-                                      get_value(layer, "x", different_attrs),
-                                      layer.attrs["alpha"],
-                                      get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_and(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = {} and {}".format(layer.outputs[0],
-                                   get_value(layer, "x", different_attrs),
-                                   get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_append(layer,
-                indent=1,
-                init_func=[],
-                forward_func=[],
-                layer_id=None,
-                different_attrs=None):
-    line = "{}.append({})".format(
-        get_value(layer, "list", layer_id, different_attrs),
-        get_value(layer, "element", layer_id, different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_assert(layer,
-                indent=1,
-                init_func=[],
-                forward_func=[],
-                layer_id=None,
-                different_attrs=None):
-    if layer.attrs["type"] == "eq":
-        values = get_value(layer, "key")
-        if "value" in layer.attrs:
-            values = layer.attrs["value"]
-        if isinstance(values, list):
-            s = ""
-            for v in values:
-                s += "{} == {} or ".format(get_value(layer, "key"), v)
-            if len(s) > 0:
-                s = s[:-4]
-            line = "assert {}, \'The {} must be {}!\'".format(
-                s, get_value(layer, "key"), get_value(layer, "value"))
-        else:
-            line = "assert {} == {}, \'The {} must be {}!\'".format(
-                get_value(layer, "key"),
-                get_value(layer, "value"),
-                get_value(layer, "key"), get_value(layer, "value"))
-    else:
-        raise Exception("Not implement yet!")
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_check_dim(layer,
-                   indent=1,
-                   init_func=[],
-                   forward_func=[],
-                   layer_id=None,
-                   different_attrs=None):
-    lines = []
-    dim = get_value(layer, "dim", different_attrs)
-    lines.append("if {} < 0:".format(dim))
-    lines.append("    {} = {} + {}".format(layer.outputs[
-        0], dim, get_value(layer, "len", different_attrs)))
-    lines.append("else:")
-    lines.append("    {} = {}".format(layer.outputs[0], dim))
-    forward_func.extend(gen_codes(lines, indent=indent))
-
-
-def prim_constant(layer,
-                  indent=1,
-                  init_func=[],
-                  forward_func=[],
-                  layer_id=None,
-                  different_attrs=None):
-    line = "{} = {}".format(layer.outputs[0], layer.attrs["value"])
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_contain(layer,
-                 indent=1,
-                 init_func=[],
-                 forward_func=[],
-                 layer_id=None,
-                 different_attrs=None):
-    line = "{} = {} in {}".format(layer.outputs[0],
-                                  get_value(layer, "element", different_attrs),
-                                  get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_dict(layer,
-              indent=1,
-              init_func=[],
-              forward_func=[],
-              layer_id=None,
-              different_attrs=None):
-    line = "{} = dict()".format(layer.outputs[0])
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_dict_construct(layer,
-                        indent=1,
-                        init_func=[],
-                        forward_func=[],
-                        layer_id=None,
-                        different_attrs=None):
-    lines = list()
-    line = "{} = dict()".format(layer.outputs[0])
-    lines.append(line)
-    for i in range(len(layer.inputs)):
-        line = "{}[{}] = {}".format(
-            layer.outputs[0],
-            get_value(layer, "key{}".format(i), different_attrs),
-            get_value(layer, "value{}".format(i), different_attrs))
-        lines.append(line)
-    forward_func.extend(gen_codes(lines, indent=indent))
-
-
-def prim_div(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = {} / {}".format(layer.outputs[0],
-                                 get_value(layer, "x", different_attrs),
-                                 get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_eq(layer,
-            indent=1,
-            init_func=[],
-            forward_func=[],
-            layer_id=None,
-            different_attrs=None):
-    line = "{} = {} == {}".format(layer.outputs[0],
-                                  get_value(layer, "x", different_attrs),
-                                  get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_equal(layer,
-               indent=1,
-               init_func=[],
-               forward_func=[],
-               layer_id=None,
-               different_attrs=None):
-    line = "{} = {}".format(layer.outputs[0],
-                            get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_exception(layer,
-                   indent=1,
-                   init_func=[],
-                   forward_func=[],
-                   layer_id=None,
-                   different_attrs=None):
-    line = "raise RaiseException({})".format(
-        get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_float(layer,
-               indent=1,
-               init_func=[],
-               forward_func=[],
-               layer_id=None,
-               different_attrs=None):
-    line = "{} = float({})".format(layer.outputs[0],
-                                   get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_floor(layer,
-               indent=1,
-               init_func=[],
-               forward_func=[],
-               layer_id=None,
-               different_attrs=None):
-    line = "{} = math.floor({})".format(
-        layer.outputs[0], get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_floordiv(layer,
-                  indent=1,
-                  init_func=[],
-                  forward_func=[],
-                  layer_id=None,
-                  different_attrs=None):
-    line = "{} = {} // {}".format(layer.outputs[0],
-                                  get_value(layer, "x", different_attrs),
-                                  get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_getitem(layer,
-                 indent=1,
-                 init_func=[],
-                 forward_func=[],
-                 layer_id=None,
-                 different_attrs=None):
-    line = "{} = {}[{}]".format(layer.outputs[0],
-                                get_value(layer, "list", different_attrs),
-                                get_value(layer, "index", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_gt(layer,
-            indent=1,
-            init_func=[],
-            forward_func=[],
-            layer_id=None,
-            different_attrs=None):
-    line = "{} = {} > {}".format(layer.outputs[0],
-                                 get_value(layer, "x", different_attrs),
-                                 get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_if(layer,
-            indent=1,
-            init_func=[],
-            forward_func=[],
-            layer_id=None,
-            different_attrs=None):
-    line = "if {} :".format(get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-    block = layer.blocks[0]
-    b_init_lines, b_forward_lines = block.gen_dygraph_code(indent=indent + 1)
-    init_func.extend(b_init_lines)
-    forward_func.extend(b_forward_lines)
-    block = layer.blocks[1]
-    if len(block.layers) > 0:
-        b_init_lines, b_forward_lines = block.gen_dygraph_code(
-            indent=indent + 1)
-        if len(b_forward_lines) != 0:
-            line = "else:"
-            forward_func.extend(gen_codes([line], indent=indent))
-        init_func.extend(b_init_lines)
-        forward_func.extend(b_forward_lines)
-
-
-def prim_int(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = int({})".format(layer.outputs[0],
-                                 get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_is(layer,
-            indent=1,
-            init_func=[],
-            forward_func=[],
-            layer_id=None,
-            different_attrs=None):
-    line = "{} = {} is {}".format(layer.outputs[0],
-                                  get_value(layer, "x", different_attrs),
-                                  get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_isinstance(layer,
-                    indent=1,
-                    init_func=[],
-                    forward_func=[],
-                    layer_id=None,
-                    different_attrs=None):
-    line = "{} = isinstance({}, {})".format(
-        layer.outputs[0],
-        get_value(layer, "input", different_attrs), layer.attrs["cls"])
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_isnot(layer,
-               indent=1,
-               init_func=[],
-               forward_func=[],
-               layer_id=None,
-               different_attrs=None):
-    line = "{} = {} is not {}".format(layer.outputs[0],
-                                      get_value(layer, "x", different_attrs),
-                                      get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_le(layer,
-            indent=1,
-            init_func=[],
-            forward_func=[],
-            layer_id=None,
-            different_attrs=None):
-    line = "{} = {} <= {}".format(layer.outputs[0],
-                                  get_value(layer, "x", different_attrs),
-                                  get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_len(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = len({})".format(layer.outputs[0],
-                                 get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_len2list(layer,
-                  indent=1,
-                  init_func=[],
-                  forward_func=[],
-                  layer_id=None,
-                  different_attrs=None):
-    lines = []
-    lines.append("{} = []".format(layer.outputs[0]))
-    lines.append("for i in range({}):".format(
-        get_value(layer, "len", different_attrs)))
-    lines.append("    {}.append(i)".format(layer.outputs[0]))
-    forward_func.extend(gen_codes(lines, indent=indent))
-
-
-def prim_lt(layer,
-            indent=1,
-            init_func=[],
-            forward_func=[],
-            layer_id=None,
-            different_attrs=None):
-    line = "{} = {} < {}".format(layer.outputs[0],
-                                 get_value(layer, "x", different_attrs),
-                                 get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_list(layer,
-              indent=1,
-              init_func=[],
-              forward_func=[],
-              layer_id=None,
-              different_attrs=None):
-    input_len = len(layer.inputs) + len(layer.attrs)
-    inputs_list = list()
-    for i in range(input_len):
-        inputs_list.append(
-            get_value(layer, "input{}".format(i), different_attrs))
-    inputs_str = ', '.join(inputs_list)
-    line = "{} = [{}]".format(layer.outputs[0], inputs_str)
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_list_unpack(layer,
-                     indent=1,
-                     init_func=[],
-                     forward_func=[],
-                     layer_id=None,
-                     different_attrs=None):
-    line = "{} = {}".format(", ".join(layer.outputs),
-                            get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_loop(layer,
-              indent=1,
-              init_func=[],
-              forward_func=[],
-              layer_id=None,
-              different_attrs=None):
-    loop_range = get_value(layer, "input", different_attrs)
-    line = "for {} in range({}):".format(layer.outputs[1], loop_range)
-    forward_func.extend(gen_codes([line], indent=indent))
-    block = layer.blocks[0]
-    b_init_lines, b_forward_lines = block.gen_dygraph_code(indent=indent + 1)
-    init_func.extend(b_init_lines)
-    forward_func.extend(b_forward_lines)
-
-
-def prim_min(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = min({})".format(layer.outputs[0],
-                                 get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_mul(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = {} * {}".format(layer.outputs[0],
-                                 get_value(layer, "x", different_attrs),
-                                 get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_ne(layer,
-            indent=1,
-            init_func=[],
-            forward_func=[],
-            layer_id=None,
-            different_attrs=None):
-    line = "{} = {} != {}".format(layer.outputs[0],
-                                  get_value(layer, "x", different_attrs),
-                                  get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_neg(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = -{}".format(layer.outputs[0],
-                             get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_not(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = not {}".format(layer.outputs[0],
-                                get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_or(layer,
-            indent=1,
-            init_func=[],
-            forward_func=[],
-            layer_id=None,
-            different_attrs=None):
-    line = "{} = {} or {}".format(layer.outputs[0],
-                                  get_value(layer, "x", different_attrs),
-                                  get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_replaceitem(layer,
-                     indent=1,
-                     init_func=[],
-                     forward_func=[],
-                     layer_id=None,
-                     different_attrs=None):
-    line = "{}[{}] = {}".format(
-        get_value(layer, "list", layer_id, different_attrs),
-        get_value(layer, "index", layer_id, different_attrs),
-        get_value(layer, "item", layer_id, different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_requires_grad(layer,
-                       indent=1,
-                       init_func=[],
-                       forward_func=[],
-                       layer_id=None,
-                       different_attrs=None):
-    line = "{} = not {}.stop_gradient".format(
-        layer.outputs[0], get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_rsub(layer,
-              indent=1,
-              init_func=[],
-              forward_func=[],
-              layer_id=None,
-              different_attrs=None):
-    line = "{} = {} - {} * {}".format(
-        layer.outputs[0],
-        get_value(layer, "y", different_attrs),
-        get_value(layer, "x", different_attrs),
-        get_value(layer, "alpha", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_select(layer,
-                indent=1,
-                init_func=[],
-                forward_func=[],
-                layer_id=None,
-                different_attrs=None):
-    line = "{} = {}[".format(layer.outputs[0],
-                             get_value(layer, "input", different_attrs))
-    for dim in range(layer.attrs["dim"]):
-        line += ":, "
-    line += (get_value(layer, "index", different_attrs) + "]")
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_set_attr(layer,
-                  indent=1,
-                  init_func=[],
-                  forward_func=[],
-                  layer_id=None,
-                  different_attrs=None):
-    line = "{} = {}".format(layer.outputs[0],
-                            get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_set_item(layer,
-                  indent=1,
-                  init_func=[],
-                  forward_func=[],
-                  layer_id=None,
-                  different_attrs=None):
-    line = "{}[{}] = {}".format(
-        get_value(layer, "dict", different_attrs),
-        get_value(layer, "key", different_attrs),
-        get_value(layer, "value", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_shape_dim(layer,
-                   indent=1,
-                   init_func=[],
-                   forward_func=[],
-                   layer_id=None,
-                   different_attrs=None):
-    line = "{} = paddle.shape({})[{}]".format(
-        layer.outputs[0],
-        get_value(layer, "input", different_attrs),
-        get_value(layer, "dim", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_slice(layer,
-               indent=1,
-               init_func=[],
-               forward_func=[],
-               layer_id=None,
-               different_attrs=None):
-    line = "{} = {}[{}: {}: {}]".format(
-        layer.outputs[0],
-        get_value(layer, "input", different_attrs),
-        get_value(layer, "start", different_attrs),
-        get_value(layer, "end", different_attrs),
-        get_value(layer, "step", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_str(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = str({})".format(layer.outputs[0],
-                                 get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_sub(layer,
-             indent=1,
-             init_func=[],
-             forward_func=[],
-             layer_id=None,
-             different_attrs=None):
-    line = "{} = {} - {}".format(layer.outputs[0],
-                                 get_value(layer, "x", different_attrs),
-                                 get_value(layer, "y", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_tuple(layer,
-               indent=1,
-               init_func=[],
-               forward_func=[],
-               layer_id=None,
-               different_attrs=None):
-    input_len = len(layer.inputs) + len(layer.attrs)
-    inputs_list = list()
-    for i in range(input_len):
-        inputs_list.append(
-            get_value(layer, "input{}".format(i), different_attrs))
-    inputs_str = ', '.join(inputs_list)
-    line = "{} = ({})".format(layer.outputs[0], inputs_str)
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_tuple_unpack(layer,
-                      indent=1,
-                      init_func=[],
-                      forward_func=[],
-                      layer_id=None,
-                      different_attrs=None):
-    outputs_str = ', '.join(layer.outputs)
-    line = "{} = {}".format(outputs_str,
-                            get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_type(layer,
-              indent=1,
-              init_func=[],
-              forward_func=[],
-              layer_id=None,
-              different_attrs=None):
-    line = "{} = {}.dtype".format(layer.outputs[0],
-                                  get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_var2list(layer,
-                  indent=1,
-                  init_func=[],
-                  forward_func=[],
-                  layer_id=None,
-                  different_attrs=None):
-    line = "{} = {}.numpy().tolist()".format(
-        layer.outputs[0], get_value(layer, "input", different_attrs))
-    forward_func.extend(gen_codes([line], indent=indent))
-
-
-def prim_warnings(layer,
-                  indent=1,
-                  init_func=[],
-                  forward_func=[],
-                  layer_id=None,
-                  different_attrs=None):
-    lines = ["import warnings"]
-    line = "warnings.warn({}, stacklevel={})".format(
-        get_value(layer, "input", different_attrs), layer.attrs["stacklevel"])
-    lines.append(line)
-    forward_func.extend(gen_codes(lines, indent=indent))
diff --git a/x2paddle/op_mapper/pytorch2paddle/pytorch_op_mapper.py b/x2paddle/op_mapper/pytorch2paddle/pytorch_op_mapper.py
index 562512a..fd0a4e6 100644
--- a/x2paddle/op_mapper/pytorch2paddle/pytorch_op_mapper.py
+++ b/x2paddle/op_mapper/pytorch2paddle/pytorch_op_mapper.py
@@ -311,7 +311,9 @@ class PyTorchOpMapper():
             last_name_segments = scope_name_part[index].split(".")
             name_segments = scope_name_part[index + 1].split(".")
             for j, name in enumerate(last_name_segments):
-                name_segments[j] = name
+                if j < len(name_segments) and name_segments[j] == name:
+                    continue
+                name_segments.insert(j, name)
             scope_name_part[index + 1] = ".".join(name_segments)
         last_name = scope_name_part[-1]
         name_segments = last_name.split(".")
-- 
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