diff --git a/1000-numpy-anolis-support-loongarch64.patch b/1000-numpy-anolis-support-loongarch64.patch
new file mode 100644
index 0000000000000000000000000000000000000000..b7fbf3d0cfcef34ab5195f6a5ee49e63791fc705
--- /dev/null
+++ b/1000-numpy-anolis-support-loongarch64.patch
@@ -0,0 +1,23 @@
+diff -Nurp numpy-1.19.4.orig/numpy/core/include/numpy/npy_cpu.h numpy-1.19.4/numpy/core/include/numpy/npy_cpu.h
+--- numpy-1.19.4.orig/numpy/core/include/numpy/npy_cpu.h	2019-08-30 23:11:42.000000000 +0000
++++ numpy-1.19.4/numpy/core/include/numpy/npy_cpu.h	2021-01-25 04:42:36.910156250 +0000
+@@ -102,6 +102,8 @@
+     #define NPY_CPU_SH_BE
+ #elif defined(__MIPSEL__)
+     #define NPY_CPU_MIPSEL
++#elif defined(__loongarch64)
++    #define NPY_CPU_LOONGARCH64
+ #elif defined(__MIPSEB__)
+     #define NPY_CPU_MIPSEB
+ #elif defined(__or1k__)
+diff -Nurp numpy-1.19.4.orig/numpy/core/include/numpy/npy_endian.h numpy-1.19.4/numpy/core/include/numpy/npy_endian.h
+--- numpy-1.19.4.orig/numpy/core/include/numpy/npy_endian.h	2019-08-30 23:11:42.000000000 +0000
++++ numpy-1.19.4/numpy/core/include/numpy/npy_endian.h	2021-01-25 04:42:36.910156250 +0000
+@@ -48,6 +48,7 @@
+             || defined(NPY_CPU_MIPSEL)        \
+             || defined(NPY_CPU_PPC64LE)       \
+             || defined(NPY_CPU_ARCEL)         \
++            || defined(NPY_CPU_LOONGARCH64)   \
+             || defined(NPY_CPU_RISCV64)       \
+             || defined(NPY_CPU_WASM)
+         #define NPY_BYTE_ORDER NPY_LITTLE_ENDIAN
diff --git a/numpy.spec b/numpy.spec
index a15e87c76154208afcd222da3e61e81f536a2e0b..7be9a8ec6435cb86ec88ba73f8676be8e48af5ee 100644
--- a/numpy.spec
+++ b/numpy.spec
@@ -1,3 +1,4 @@
+%define anolis_release .0.1
 # RHEL8: Tests disabled due to missing dependencies
 %bcond_with tests
 
@@ -8,7 +9,7 @@
 
 Name:           numpy
 Version:        1.19.4
-Release:        3%{?dist}
+Release:        3%{anolis_release}%{?dist}
 Summary:        A fast multidimensional array facility for Python
 
 # Everything is BSD except for class SafeEval in numpy/lib/utils.py which is Python
@@ -19,6 +20,8 @@ Source1:        https://numpy.org/doc/1.19/numpy-html.zip
 
 Patch0:         numpy-1.19.2-FIPS.patch
 
+Patch1000:      1000-numpy-anolis-support-loongarch64.patch
+
 # Exclude i686 arch. Due to a modularity issue it's being added to the
 # x86_64 compose of CRB, but we don't want to ship it at all.
 # See: https://projects.engineering.redhat.com/browse/RCM-72605
@@ -200,6 +203,9 @@ fi
 
 
 %changelog
+* Thu Oct 20 2022 Liwei Ge <geliwei@openanolis.org> - 1.19.4-3.0.1
+- Support loongarch64 platform
+
 * Thu Aug 05 2021 Tomas Orsava <torsava@redhat.com> - 1.19.4-3
 - Adjusted the postun scriptlets to enable upgrading to RHEL 9
 - Resolves: rhbz#1933055