235 lines
9.1 KiB
Python
235 lines
9.1 KiB
Python
# -*- coding: utf-8 -*-
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# This file is part of Eigen, a lightweight C++ template library
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# for linear algebra.
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#
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# Copyright (C) 2021 Huang, Zhaoquan <zhaoquan2008@hotmail.com>
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#
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# This Source Code Form is subject to the terms of the Mozilla Public
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# License, v. 2.0. If a copy of the MPL was not distributed with this
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# file, You can obtain one at http://mozilla.org/MPL/2.0/.
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# Pretty printers for Eigen::Matrix to use with LLDB debugger
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#
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# Usage:
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# 1. Add the following line (change it according to the path to this file)
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# to the file ~/.lldbinit (create one if it doesn't exist):
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# `command script import /path/to/eigenlldb.py`
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# 2. Inspect the variables in LLDB command line
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# `frame variable`
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import lldb
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from typing import List
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import bisect
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def __lldb_init_module(debugger, internal_dict):
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debugger.HandleCommand("type synthetic add -x Eigen::Matrix<.*> --python-class eigenlldb.EigenMatrixChildProvider")
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debugger.HandleCommand(
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"type synthetic add -x Eigen::SparseMatrix<.*> --python-class eigenlldb.EigenSparseMatrixChildProvider")
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class EigenMatrixChildProvider:
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_valobj: lldb.SBValue
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_scalar_type: lldb.SBType
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_scalar_size: int
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_rows_compile_time: int
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_cols_compile_time: int
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_row_major: bool
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_fixed_storage: bool
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def __init__(self, valobj, internal_dict):
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self._valobj = valobj
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valtype = valobj.GetType().GetCanonicalType()
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scalar_type = valtype.GetTemplateArgumentType(0)
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if not scalar_type.IsValid():
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# In the case that scalar_type is invalid on LLDB 9.0 on Windows with CLion
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storage = valobj.GetChildMemberWithName("m_storage")
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data = storage.GetChildMemberWithName("m_data")
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data_type = data.GetType()
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if data_type.IsPointerType():
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scalar_type = data.GetType().GetPointeeType()
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else:
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scalar_type = data.GetChildMemberWithName("array").GetType().GetArrayElementType()
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self._scalar_type = scalar_type
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self._scalar_size = self._scalar_type.GetByteSize()
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name = valtype.GetName()
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template_begin = name.find("<")
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template_end = name.find(">")
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template_args = name[(template_begin + 1):template_end].split(",")
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self._rows_compile_time = int(template_args[1])
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self._cols_compile_time = int(template_args[2])
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self._row_major = (int(template_args[3]) & 1) != 0
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max_rows = int(template_args[4])
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max_cols = int(template_args[5])
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self._fixed_storage = (max_rows != -1 and max_cols != -1)
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def num_children(self):
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return self._cols() * self._rows()
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def get_child_index(self, name):
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pass
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def get_child_at_index(self, index):
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storage = self._valobj.GetChildMemberWithName("m_storage")
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data = storage.GetChildMemberWithName("m_data")
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offset = self._scalar_size * index
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if self._row_major:
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row = index // self._cols()
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col = index % self._cols()
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else:
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row = index % self._rows()
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col = index // self._rows()
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if self._fixed_storage:
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data = data.GetChildMemberWithName("array")
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if self._cols() == 1:
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name = '[{}]'.format(row)
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elif self._rows() == 1:
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name = '[{}]'.format(col)
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else:
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name = '[{},{}]'.format(row, col)
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return data.CreateChildAtOffset(
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name, offset, self._scalar_type
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)
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def _cols(self):
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if self._cols_compile_time == -1:
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storage = self._valobj.GetChildMemberWithName("m_storage")
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cols = storage.GetChildMemberWithName("m_cols")
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return cols.GetValueAsUnsigned()
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else:
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return self._cols_compile_time
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def _rows(self):
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if self._rows_compile_time == -1:
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storage = self._valobj.GetChildMemberWithName("m_storage")
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rows = storage.GetChildMemberWithName("m_rows")
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return rows.GetValueAsUnsigned()
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else:
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return self._rows_compile_time
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class EigenSparseMatrixChildProvider:
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_valobj: lldb.SBValue
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_scalar_type: lldb.SBType
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_scalar_size: int
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_index_type: lldb.SBType
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_index_size: int
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_row_major: bool
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_outer_size: int
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_nnz: int
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_values: lldb.SBValue
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_inner_indices: lldb.SBValue
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_outer_starts: lldb.SBValue
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_inner_nnzs: lldb.SBValue
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_compressed: bool
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# Index of the first synthetic child under each outer index
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_child_indices: List[int]
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def __init__(self, valobj, internal_dict):
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self._valobj = valobj
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valtype = valobj.GetType().GetCanonicalType()
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scalar_type = valtype.GetTemplateArgumentType(0)
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if not scalar_type.IsValid():
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# In the case that scalar_type is invalid on LLDB 9.0 on Windows with CLion
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data = valobj.GetChildMemberWithName("m_data")
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values = data.GetChildMemberWithName("m_values")
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scalar_type = values.GetType().GetPointeeType()
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self._scalar_type = scalar_type
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self._scalar_size = scalar_type.GetByteSize()
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index_type = valtype.GetTemplateArgumentType(2)
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if not index_type.IsValid():
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# In the case that scalar_type is invalid on LLDB 9.0 on Windows with CLion
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outer_starts = valobj.GetChildMemberWithName("m_outerIndex")
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index_type = outer_starts.GetType().GetPointeeType()
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self._index_type = index_type
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self._index_size = index_type.GetByteSize()
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name = valtype.GetName()
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template_begin = name.find("<")
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template_end = name.find(">")
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template_args = name[(template_begin + 1):template_end].split(",")
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self._row_major = (int(template_args[1]) & 1) != 0
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def num_children(self):
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return self._nnz + 2
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def get_child_index(self, name):
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pass
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def get_child_at_index(self, index):
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if index == 0:
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name = "rows" if self._row_major else "cols"
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return self._valobj.GetChildMemberWithName("m_outerSize") \
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.CreateChildAtOffset(name, 0, self._index_type)
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elif index == 1:
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name = "cols" if self._row_major else "rows"
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return self._valobj.GetChildMemberWithName("m_innerSize") \
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.CreateChildAtOffset(name, 0, self._index_type)
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else:
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index = index - 2
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outer_index = bisect.bisect_right(self._child_indices, index) - 1
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total_nnzs = self._child_indices[outer_index]
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if self._compressed:
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item_index = index
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inner_index = self._inner_indices \
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.CreateChildAtOffset("", item_index * self._index_size, self._index_type) \
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.GetValueAsUnsigned()
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return self._values \
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.CreateChildAtOffset(self._child_name(outer_index, inner_index),
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item_index * self._scalar_size,
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self._scalar_type)
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else:
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index_begin = self._outer_starts \
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.CreateChildAtOffset("", outer_index * self._index_size, self._index_type) \
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.GetValueAsUnsigned()
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item_index = index - total_nnzs + index_begin
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inner_index = self._inner_indices \
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.CreateChildAtOffset("", item_index * self._index_size, self._index_type) \
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.GetValueAsUnsigned()
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return self._values \
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.CreateChildAtOffset(self._child_name(outer_index, inner_index),
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item_index * self._scalar_size,
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self._scalar_type)
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def update(self):
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valobj = self._valobj
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self._outer_size = valobj.GetChildMemberWithName("m_outerSize").GetValueAsUnsigned()
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data = valobj.GetChildMemberWithName("m_data")
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self._values = data.GetChildMemberWithName("m_values")
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self._inner_indices = data.GetChildMemberWithName("m_indices")
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self._outer_starts = valobj.GetChildMemberWithName("m_outerIndex")
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self._inner_nnzs = valobj.GetChildMemberWithName("m_innerNonZeros")
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self._compressed = self._inner_nnzs.GetValueAsUnsigned() == 0
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total_nnzs = 0
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child_indices = [0]
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for outer_index in range(self._outer_size):
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if self._compressed:
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index_end = self._outer_starts \
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.CreateChildAtOffset("", (outer_index + 1) * self._index_size, self._index_type) \
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.GetValueAsUnsigned()
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total_nnzs = index_end
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child_indices.append(total_nnzs)
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else:
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nnzs = self._inner_nnzs \
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.CreateChildAtOffset("", outer_index * self._index_size, self._index_type) \
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.GetValueAsUnsigned()
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total_nnzs = total_nnzs + nnzs
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child_indices.append(total_nnzs)
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self._child_indices = child_indices
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self._nnz = total_nnzs
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def _child_name(self, outer_index, inner_index):
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if self._row_major:
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return "[{0},{1}]".format(outer_index, inner_index)
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else:
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return "[{1},{0}]".format(outer_index, inner_index)
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