通常，开发人员和运维人员在处理软件运行时报错找不到依赖库的问题时，可以使用一些工具来跟踪启动加载的过程，比如strace、gdb等。此外，还可以利用ld和ldd命令来帮助分析依赖库的情况，以便更快地解决问题。这些工具可以帮助定位缺少的依赖库，并指导用户采取适当的措施来解决软件运行时的问题。
这里以分析 libmpi_usempif80.so 这个动态库文件，依赖哪些其他动态库，作为问题起因。
首先介绍 ld 命令如何帮我们分析mpi_usempif80 库依赖其他哪些库？mpi_usempif80 库被加载时，会从当前系统的哪些路径下搜索这些库？
#ld -lmpi_usempif08 –verbose
GNU ld (GNU Binutils for Ubuntu) 2.38
Supported emulations:
elf_x86_64
elf32_x86_64
elf_i386
elf_iamcu
elf_l1om
elf_k1om
i386pep
i386pe
using internal linker script:
==================================================
/* Script for -z combreloc -z separate-code */
/* Copyright (C) 2014-2022 Free Software Foundation, Inc.
Copying and distribution of this script, with or without modification,
are permitted in any medium without royalty provided the copyright
notice and this notice are preserved.*/
OUTPUT_FORMAT("elf64-x86-64", "elf64-x86-64",
"elf64-x86-64")
OUTPUT_ARCH(i386:x86-64)
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/* These sections are generated by the Sun/Oracle C++ compiler.*/
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the same address within the page on the next page up.*/
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PROVIDE_HIDDEN (__init_array_start = .);
KEEP (*(SORT_BY_INIT_PRIORITY(.init_array.*) SORT_BY_INIT_PRIORITY(.ctors.*)))
KEEP (*(.init_array EXCLUDE_FILE (*crtbegin.o *crtbegin?.o *crtend.o *crtend?.o ) .ctors))
PROVIDE_HIDDEN (__init_array_end = .);
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PROVIDE_HIDDEN (__fini_array_start = .);
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PROVIDE_HIDDEN (__fini_array_end = .);
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the constructors, so we make sure it is
first.Because this is a wildcard, it
doesn't matter if the user does not
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linker won't look for a file to match a
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doesn't matter which directory crtbegin.o
is in.*/
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KEEP (*crtbegin?.o(.ctors))
/* We don't want to include the .ctor section from
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The .ctor section from the crtend file contains the
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KEEP (*(SORT(.ctors.*)))
KEEP (*(.ctors))
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.dtors:
{
KEEP (*crtbegin.o(.dtors))
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KEEP (*(EXCLUDE_FILE (*crtend.o *crtend?.o ) .dtors))
KEEP (*(SORT(.dtors.*)))
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*(.data .data.* .gnu.linkonce.d.*)
SORT(CONSTRUCTORS)
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_end.Align after .bss to ensure correct alignment even if the
.bss section disappears because there are no input sections.
FIXME: Why do we need it? When there is no .bss section, we do not
pad the .data section.*/
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*(.dynlbss)
*(.lbss .lbss.* .gnu.linkonce.lb.*)
*(LARGE_COMMON)
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.lrodata ALIGN(CONSTANT (MAXPAGESIZE)) + (. & (CONSTANT (MAXPAGESIZE) - 1)) :
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Symbols in the DWARF debugging sections are relative to the beginning
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/* DWARF 2.*/
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/* DWARF 3.*/
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/* DWARF 5.*/
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.gnu.attributes 0 : { KEEP (*(.gnu.attributes)) }
/DISCARD/ : { *(.note.GNU-stack) *(.gnu_debuglink) *(.gnu.lto_*) }
}
==================================================
ld: mode elf_x86_64
attempt to open /usr/local/lib/x86_64-linux-gnu/libmpi_usempif08.so failed
attempt to open /usr/local/lib/x86_64-linux-gnu/libmpi_usempif08.a failed
attempt to open /lib/x86_64-linux-gnu/libmpi_usempif08.so succeeded
/lib/x86_64-linux-gnu/libmpi_usempif08.so
libmpi_mpifh.so.40 needed by /lib/x86_64-linux-gnu/libmpi_usempif08.so
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/mpi/fortran/mpif-h/.libs/libmpi_mpifh.so.40 failed
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/.libs/libmpi_mpifh.so.40 failed
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libmpi_mpifh.so.40 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libmpi_mpifh.so.40 failed
attempt to open /usr/local/lib/libmpi_mpifh.so.40 failed
found libmpi_mpifh.so.40 at /usr/lib/x86_64-linux-gnu/libmpi_mpifh.so.40
libmpi.so.40 needed by /lib/x86_64-linux-gnu/libmpi_usempif08.so
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/mpi/fortran/mpif-h/.libs/libmpi.so.40 failed
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/.libs/libmpi.so.40 failed
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libmpi.so.40 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libmpi.so.40 failed
attempt to open /usr/local/lib/libmpi.so.40 failed
found libmpi.so.40 at /usr/lib/x86_64-linux-gnu/libmpi.so.40
libc.so.6 needed by /lib/x86_64-linux-gnu/libmpi_usempif08.so
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/mpi/fortran/mpif-h/.libs/libc.so.6 failed
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/.libs/libc.so.6 failed
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libc.so.6 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libc.so.6 failed
attempt to open /usr/local/lib/libc.so.6 failed
attempt to open /usr/lib/x86_64-linux-gnu/fortran/gfortran/libc.so.6 failed
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libc.so.6 failed
attempt to open /usr/local/lib/x86_64-linux-gnu/libc.so.6 failed
attempt to open /usr/local/lib/x86_64-linux-gnu/libc.so.6 failed
attempt to open /usr/lib/x86_64-linux-gnu64/libc.so.6 failed
attempt to open /usr/local/lib64/libc.so.6 failed
attempt to open /lib64/libc.so.6 failed
attempt to open /usr/lib64/libc.so.6 failed
attempt to open /usr/local/lib/libc.so.6 failed
attempt to open /lib/libc.so.6 failed
attempt to open /usr/lib/libc.so.6 failed
attempt to open /usr/x86_64-linux-gnu/lib64/libc.so.6 failed
attempt to open /usr/x86_64-linux-gnu/lib/libc.so.6 failed
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/mpi/fortran/mpif-h/.libs/libc.so.6 failed
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/.libs/libc.so.6 failed
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libc.so.6 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libc.so.6 failed
attempt to open /usr/local/lib/libc.so.6 failed
found libc.so.6 at /usr/lib/x86_64-linux-gnu/libc.so.6
libopen-pal.so.40 needed by /usr/lib/x86_64-linux-gnu/libmpi_mpifh.so.40
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/.libs/libopen-pal.so.40 failed
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/opal/.libs/libopen-pal.so.40 failed
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libopen-pal.so.40 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libopen-pal.so.40 failed
attempt to open /usr/local/lib/libopen-pal.so.40 failed
found libopen-pal.so.40 at /usr/lib/x86_64-linux-gnu/libopen-pal.so.40
libopen-rte.so.40 needed by /usr/lib/x86_64-linux-gnu/libmpi.so.40
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libopen-rte.so.40 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libopen-rte.so.40 failed
attempt to open /usr/local/lib/libopen-rte.so.40 failed
found libopen-rte.so.40 at /usr/lib/x86_64-linux-gnu/libopen-rte.so.40
libm.so.6 needed by /usr/lib/x86_64-linux-gnu/libmpi.so.40
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libm.so.6 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libm.so.6 failed
attempt to open /usr/local/lib/libm.so.6 failed
found libm.so.6 at /usr/lib/x86_64-linux-gnu/libm.so.6
libhwloc.so.15 needed by /usr/lib/x86_64-linux-gnu/libmpi.so.40
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libhwloc.so.15 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libhwloc.so.15 failed
attempt to open /usr/local/lib/libhwloc.so.15 failed
found libhwloc.so.15 at /usr/lib/x86_64-linux-gnu/libhwloc.so.15
ld-linux-x86-64.so.2 needed by /usr/lib/x86_64-linux-gnu/libc.so.6
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/ld-linux-x86-64.so.2 failed
attempt to open /usr/local/lib/ld-linux-x86-64.so.2 failed
found ld-linux-x86-64.so.2 at /usr/lib/x86_64-linux-gnu/ld-linux-x86-64.so.2
libevent_core-2.1.so.7 needed by /usr/lib/x86_64-linux-gnu/libopen-pal.so.40
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libevent_core-2.1.so.7 failed
attempt to open /usr/local/lib/libevent_core-2.1.so.7 failed
found libevent_core-2.1.so.7 at /usr/lib/x86_64-linux-gnu/libevent_core-2.1.so.7
libevent_pthreads-2.1.so.7 needed by /usr/lib/x86_64-linux-gnu/libopen-pal.so.40
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libevent_pthreads-2.1.so.7 failed
attempt to open /usr/local/lib/libevent_pthreads-2.1.so.7 failed
found libevent_pthreads-2.1.so.7 at /usr/lib/x86_64-linux-gnu/libevent_pthreads-2.1.so.7
libz.so.1 needed by /usr/lib/x86_64-linux-gnu/libopen-rte.so.40
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libz.so.1 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libz.so.1 failed
attempt to open /usr/local/lib/libz.so.1 failed
found libz.so.1 at /usr/lib/x86_64-linux-gnu/libz.so.1
libudev.so.1 needed by /usr/lib/x86_64-linux-gnu/libhwloc.so.15
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libudev.so.1 failed
attempt to open /usr/local/lib/libudev.so.1 failed
found libudev.so.1 at /usr/lib/x86_64-linux-gnu/libudev.so.1
ld -lmpi_usempif08 --verbose | grep found
found libmpi_mpifh.so.40 at /usr/lib/x86_64-linux-gnu/libmpi_mpifh.so.40
found libmpi.so.40 at /usr/lib/x86_64-linux-gnu/libmpi.so.40
ld: warning: cannot find entry symbol _start; not setting start address
found libc.so.6 at /usr/lib/x86_64-linux-gnu/libc.so.6
found libopen-pal.so.40 at /usr/lib/x86_64-linux-gnu/libopen-pal.so.40
found libopen-rte.so.40 at /usr/lib/x86_64-linux-gnu/libopen-rte.so.40
found libm.so.6 at /usr/lib/x86_64-linux-gnu/libm.so.6
found libhwloc.so.15 at /usr/lib/x86_64-linux-gnu/libhwloc.so.15
found ld-linux-x86-64.so.2 at /usr/lib/x86_64-linux-gnu/ld-linux-x86-64.so.2
found libevent_core-2.1.so.7 at /usr/lib/x86_64-linux-gnu/libevent_core-2.1.so.7
found libevent_pthreads-2.1.so.7 at /usr/lib/x86_64-linux-gnu/libevent_pthreads-2.1.so.7
found libz.so.1 at /usr/lib/x86_64-linux-gnu/libz.so.1
found libudev.so.1 at /usr/lib/x86_64-linux-gnu/libudev.so.1
上面这段信息很长，有很多有价值的信息，如果你只想看关键部分，那么我保留其中的关键内容，来一个精华版的输出信息：
#ld -lmpi_usempif08 –verbose
GNU ld (GNU Binutils for Ubuntu) 2.38
Supported emulations:
elf_x86_64
……
using internal linker script:
notice and this notice are preserved.*/
OUTPUT_FORMAT("elf64-x86-64", "elf64-x86-64",
"elf64-x86-64")
OUTPUT_ARCH(i386:x86-64)
ENTRY(_start)# 运行时可执行文件从代码段的 _start 位置开始运行。
# 运行时需从哪些目录找动态库文件
SEARCH_DIR("=/usr/local/lib/x86_64-linux-gnu"); SEARCH_DIR("=/lib/x86_64-linux-gnu"); SEARCH_DIR("=/usr/lib/x86_64-linux-gnu"); SEARCH_DIR("=/usr/lib/x86_64-linux-gnu64"); SEARCH_DIR("=/usr/local/lib64"); SEARCH_DIR("=/lib64"); SEARCH_DIR("=/usr/lib64"); SEARCH_DIR("=/usr/local/lib"); SEARCH_DIR("=/lib"); SEARCH_DIR("=/usr/lib"); SEARCH_DIR("=/usr/x86_64-linux-gnu/lib64"); SEARCH_DIR("=/usr/x86_64-linux-gnu/lib");
# 二进制文件有哪些的代码段、数据段
SECTIONS
{
PROVIDE (__executable_start = SEGMENT_START("text-segment", 0x400000)); . = SEGMENT_START("text-segment", 0x400000) + SIZEOF_HEADERS;
.interp : { *(.interp) }
……
.rodata : { *(.rodata .rodata.* .gnu.linkonce.r.*) }
……
/* Thread Local Storage sections*/
# 线程本地存储区域
.tdata :
{
PROVIDE_HIDDEN (__tdata_start = .);
*(.tdata .tdata.* .gnu.linkonce.td.*)
}
.tbss: { *(.tbss .tbss.* .gnu.linkonce.tb.*) *(.tcommon) }
.preinit_array:
{
PROVIDE_HIDDEN (__preinit_array_start = .);
KEEP (*(.preinit_array))
PROVIDE_HIDDEN (__preinit_array_end = .);
}
# 数据区
.data :
{
*(.data .data.* .gnu.linkonce.d.*)
SORT(CONSTRUCTORS)
}
.data1: { *(.data1) }
_edata = .; PROVIDE (edata = .);
. = .;
__bss_start = .;
# BSS区
.bss:
{
……
}
……
}
# 下面是本文的重点关注部分
==================================================
# 文件1：逐个目录匹配是否找到被依赖的libmpi_usempif08.so 库文件
ld: mode elf_x86_64
attempt to open /usr/local/lib/x86_64-linux-gnu/libmpi_usempif08.so failed
attempt to open /usr/local/lib/x86_64-linux-gnu/libmpi_usempif08.a failed
attempt to open /lib/x86_64-linux-gnu/libmpi_usempif08.so succeeded
# 找到了 libmpi_usempif08.so 库文件
# 文件2：逐个目录匹配是否找到被依赖的 libmpi_mpifh.so 库文件
libmpi_mpifh.so.40 needed by /lib/x86_64-linux-gnu/libmpi_usempif08.so
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/mpi/fortran/mpif-h/.libs/libmpi_mpifh.so.40 failed
attempt to open /build/openmpi-RCkqwI/openmpi-4.1.2/debian/build-gfortran/ompi/.libs/libmpi_mpifh.so.40 failed
attempt to open /usr/lib/x86_64-linux-gnu/openmpi/lib/libmpi_mpifh.so.40 failed
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libmpi_mpifh.so.40 failed
attempt to open /usr/local/lib/libmpi_mpifh.so.40 failed
found libmpi_mpifh.so.40 at /usr/lib/x86_64-linux-gnu/libmpi_mpifh.so.40
# 找到了 libmpi_mpifh.so 库文件
# 找 libmpi.so.40
libmpi.so.40 needed by /lib/x86_64-linux-gnu/libmpi_usempif08.so
……
found libmpi.so.40 at /usr/lib/x86_64-linux-gnu/libmpi.so.40
# 找 libc.so.6
libc.so.6 needed by /lib/x86_64-linux-gnu/libmpi_usempif08.so
……
found libc.so.6 at /usr/lib/x86_64-linux-gnu/libc.so.6
# 找 libopen-pal.so.40
libopen-pal.so.40 needed by /usr/lib/x86_64-linux-gnu/libmpi_mpifh.so.40
……
found libopen-pal.so.40 at /usr/lib/x86_64-linux-gnu/libopen-pal.so.40
# 找 libopen-rte.so.40
libopen-rte.so.40 needed by /usr/lib/x86_64-linux-gnu/libmpi.so.40
……
found libopen-rte.so.40 at /usr/lib/x86_64-linux-gnu/libopen-rte.so.40
# 找 libm.so.6
libm.so.6 needed by /usr/lib/x86_64-linux-gnu/libmpi.so.40
……
found libm.so.6 at /usr/lib/x86_64-linux-gnu/libm.so.6
libhwloc.so.15 needed by /usr/lib/x86_64-linux-gnu/libmpi.so.40
# 找 libhwloc.so.15
……略
# 找 libudev.so.1
libudev.so.1 needed by /usr/lib/x86_64-linux-gnu/libhwloc.so.15
attempt to open /usr/lib/x86_64-linux-gnu/libfakeroot/libudev.so.1 failed
attempt to open /usr/local/lib/libudev.so.1 failed
found libudev.so.1 at /usr/lib/x86_64-linux-gnu/libudev.so.1
进一步，我们可以用 grep 过滤只显示 mpi_usempif08 实际找到的库的信息：
#ld -lmpi_usempif08 –verbose | grep found
found libmpi_mpifh.so.40 at /usr/lib/x86_64-linux-gnu/libmpi_mpifh.so.40 found libmpi.so.40 at /usr/lib/x86_64-linux-gnu/libmpi.so.40 ld: warning: cannot find entry symbol _start; not setting start address found libc.so.6 at /usr/lib/x86_64-linux-gnu/libc.so.6 found libopen-pal.so.40 at /usr/lib/x86_64-linux-gnu/libopen-pal.so.40 found libopen-rte.so.40 at /usr/lib/x86_64-linux-gnu/libopen-rte.so.40 found libm.so.6 at /usr/lib/x86_64-linux-gnu/libm.so.6 found libhwloc.so.15 at /usr/lib/x86_64-linux-gnu/libhwloc.so.15 found ld-linux-x86-64.so.2 at /usr/lib/x86_64-linux-gnu/ld-linux-x86-64.so.2 found libevent_core-2.1.so.7 at /usr/lib/x86_64-linux-gnu/libevent_core-2.1.so.7 found libevent_pthreads-2.1.so.7 at /usr/lib/x86_64-linux-gnu/libevent_pthreads-2.1.so.7 found libz.so.1 at /usr/lib/x86_64-linux-gnu/libz.so.1 found libudev.so.1 at /usr/lib/x86_64-linux-gnu/libudev.so.1
而ldd 与 ld是不同的。ldd是分析linux的运行库的依赖关系、ld是可执行文件链接器常用于C/C++/Fortran等语言代码生成可执行文件的链接阶段。
我们看下 使用 ldd 对同一个动态库所依赖的其他库的分析：
#ldd/usr/lib/x86_64-linux-gnu/libmpi_usempif08.so.40.30.0
linux-vdso.so.1 (0x00007ffd2f3fd000) libmpi_mpifh.so.40 => /usr/lib/x86_64-linux-gnu/libmpi_mpifh.so.40 (0x00007f34366bf000) libmpi.so.40 => /usr/lib/x86_64-linux-gnu/libmpi.so.40 (0x00007f3436588000) libc.so.6 => /usr/lib/x86_64-linux-gnu/libc.so.6 (0x00007f3436200000) libopen-pal.so.40 => /usr/lib/x86_64-linux-gnu/libopen-pal.so.40 (0x00007f34364d5000) libopen-rte.so.40 => /usr/lib/x86_64-linux-gnu/libopen-rte.so.40 (0x00007f3436143000) libm.so.6 => /usr/lib/x86_64-linux-gnu/libm.so.6 (0x00007f343605c000) libhwloc.so.15 => /usr/lib/x86_64-linux-gnu/libhwloc.so.15 (0x00007f3436477000) /lib64/ld-linux-x86-64.so.2 (0x00007f343677c000) libevent_core-2.1.so.7 => /usr/lib/x86_64-linux-gnu/libevent_core-2.1.so.7 (0x00007f3436442000) libevent_pthreads-2.1.so.7 => /usr/lib/x86_64-linux-gnu/libevent_pthreads-2.1.so.7 (0x00007f343643d000) libz.so.1 => /usr/lib/x86_64-linux-gnu/libz.so.1 (0x00007f3436040000) libudev.so.1 => /usr/lib/x86_64-linux-gnu/libudev.so.1 (0x00007f3436016000)
这里的顺序与ld -lmpi_usempif08 –verbose | grep found 的结果是一致的。
