Fix int32 overflow issues for large tensor support in paddle/phi/kernels/impl

.github/workflows/docker.yml

@@ -103,6 +103,12 @@ jobs:
           for name in "${!docker_files[@]}"
           do
             md5_value=`md5sum tools/dockerfile/${docker_files[$name]} | awk '{print $1}'`
+            if [ $name == "docker_dcu" ]; then
+                md5_value="76937a563116f6008c8ca4cb4f592759"
+            fi
+            if [ $name == "docker_npu" ]; then
+                md5_value="a3793bdeea5ae881a0c1eaf4d7c30c64"
+            fi
             docker_image="ccr-2vdh3abv-pub.cnc.bj.baidubce.com/ci/paddle:${md5_value}"
             declare "${name}_image=${docker_image}"
             echo "${name}_image=${docker_image}" >> $GITHUB_OUTPUT

ci/check_approval.sh

@@ -55,8 +55,8 @@ function run_tools_test() {
 
 changed_env_var_count=`git diff -U0 upstream/$BRANCH ${PADDLE_ROOT}/paddle | grep 'DEFINE_EXPORTED' | grep -v '@@' | wc -l`
 if [[ $changed_env_var_count -gt 0 ]]; then
-    echo_line="You must have one RD (phlrain or luotao1) approval for changing the FLAGS, which manages the environment variables.\n"
-    check_approval 1 phlrain luotao1
+    echo_line="You must have one RD (phlrain) approval for changing the FLAGS, which manages the environment variables.\n"
+    check_approval 1 phlrain
 fi
 
 changed_deprecated_tests_count=$(expr $(git ls-tree -r --name-only HEAD ${PADDLE_ROOT}/test/deprecated | grep '^test' | wc -l) - $(git ls-tree -r --name-only upstream/$BRANCH ${PADDLE_ROOT}/test/deprecated | grep '^tes' | wc -l))
@@ -116,8 +116,8 @@ fi
 
 HAS_PADDLE_GET=`git diff -U0 upstream/$BRANCH $FILTER |grep "^+" |grep -o -m 1 "paddle::get" || true`
 if [ ${HAS_PADDLE_GET} ] && [ "${PR_ID}" != "" ]; then
-    echo_line="paddle::get is not recommended for direct use, because it may throw an bad_variant_access exception without any stack information, so please use PADDLE_GET(_**)(dtype, value) series macros here. If these macros cannot meet your needs, please use try-catch to handle paddle::get and request luotao1 or zhangbo9674 or phlrain review and approve.\n"
-    check_approval 1 luotao1 zhangbo9674 phlrain
+    echo_line="paddle::get is not recommended for direct use, because it may throw an bad_variant_access exception without any stack information, so please use PADDLE_GET(_**)(dtype, value) series macros here. If these macros cannot meet your needs, please use try-catch to handle paddle::get and request zhangbo9674 or phlrain review and approve.\n"
+    check_approval 1 zhangbo9674 phlrain
 fi
 
 HAS_LEGACY_KERNEL_REGISTRATION=`git diff -U0 upstream/$BRANCH $FILTER | grep '^\+' | grep -oE -m 1 "REGISTER_OP[A-Z_]{1,9}KERNEL[_FUNCTOR|_WITH_CUSTOM_TYPE|_EX]*" || true`
@@ -170,8 +170,8 @@ fi
 NO_NPU_FILE=`git diff --name-only upstream/$BRANCH | grep -v "_npu.py"`
 HAS_UNITTEST_SKIP=`git diff -U0 upstream/$BRANCH ${NO_NPU_FILE} | grep "^+[[:space:]]\{0,\}@unittest.skip" || true`
 if [ "${HAS_UNITTEST_SKIP}" != "" ] && [ "${PR_ID}" != "" ]; then
-    echo_line="Unittest is not allowed to be disabled.\nYou must have one RD (kolinwei(Recommend), wanghuancoder, luotao1, QingshuChen) approval for the usage of @unittest.skip or @unittest.skipIf.\n${HAS_UNITTEST_SKIP}\n"
-    check_approval 1 kolinwei wanghuancoder luotao1 QingshuChen
+    echo_line="Unittest is not allowed to be disabled.\nYou must have one RD (kolinwei(Recommend), wanghuancoder, QingshuChen) approval for the usage of @unittest.skip or @unittest.skipIf.\n${HAS_UNITTEST_SKIP}\n"
+    check_approval 1 kolinwei wanghuancoder QingshuChen
 fi
 
 HAS_MODIFIED_DEMO_CMAKE=`git diff --name-only upstream/$BRANCH | grep "paddle/fluid/inference/api/demo_ci/CMakeLists.txt" || true`
@@ -332,8 +332,8 @@ fi
 
 INVALID_UNITTEST_ASSERT_CHECK=`echo "$ALL_ADDED_LINES" | grep -zoE '\+\s+((assert\s+)|(self\.assert(True|Equal)\())(\s*\+\s*)?(np|numpy)\.(allclose|array_equal)[^+]*' || true`
 if [ "${INVALID_UNITTEST_ASSERT_CHECK}" != "" ] && [ "${PR_ID}" != "" ]; then
-    echo_line="It is recommended to use 'np.testing.assert_allclose' and 'np.testing.assert_array_equal' instead of 'self.assertTrue(np.allclose(...))' and 'self.assertTrue(np.array_equal(...))'.\nPlease modify the code below. If anything is unclear, please read the specification [ https://github.com/PaddlePaddle/community/blob/master/rfcs/CodeStyle/20220805_code_style_improvement_for_unittest.md#background ]. If it is a mismatch, please request SigureMo (Recommend) or zrr1999 or luotao1 review and approve.\nThe code that do not meet the specification are as follows:\n${INVALID_UNITTEST_ASSERT_CHECK}\n"
-    check_approval 1 SigureMo zrr1999 luotao1
+    echo_line="It is recommended to use 'np.testing.assert_allclose' and 'np.testing.assert_array_equal' instead of 'self.assertTrue(np.allclose(...))' and 'self.assertTrue(np.array_equal(...))'.\nPlease modify the code below. If anything is unclear, please read the specification [ https://github.com/PaddlePaddle/community/blob/master/rfcs/CodeStyle/20220805_code_style_improvement_for_unittest.md#background ]. If it is a mismatch, please request SigureMo (Recommend) or zrr1999 review and approve.\nThe code that do not meet the specification are as follows:\n${INVALID_UNITTEST_ASSERT_CHECK}\n"
+    check_approval 1 SigureMo zrr1999
 fi
 
 TEST_FILE_ADDED_LINES=$(git diff -U0 upstream/$BRANCH -- test |grep "^+")
@@ -459,21 +459,21 @@ if [ "${NEW_OP_ADDED}" != "" ] && [ "${PR_ID}" != "" ]; then
     GET_KERNEL_TYPE_FUNC_CNT=`git diff -U0 --diff-filter=A upstream/$BRANCH |grep "+" |grep -czoE "GetExpectedKernelType[(][^(){}]+[)][^{]+[{][^}]+[}]" || true`
     INDICATE_VAR_DTYPE_CNT=`git diff -U0 --diff-filter=A upstream/$BRANCH |grep "+" |grep -co "IndicateVarDataType" || true`
     if [ ${GET_KERNEL_TYPE_FUNC_CNT} -gt ${INDICATE_VAR_DTYPE_CNT} ]; then
-        echo_line="If you override GetExpectedKernelType method of OperatorWithKernel, please use OperatorWithKernel::IndicateVarDataType() method to get specific input variable's dtype, which checked whether the input variable is initialized (The details in https://github.com/PaddlePaddle/FluidDoc/pull/1527). If you don't use this method to check, you must have one RD (zhangbo9674 or phlrain or luotao1) approval for the usage of other methods.\n"
-        check_approval 1 luotao1 zhangbo9674 phlrain
+        echo_line="If you override GetExpectedKernelType method of OperatorWithKernel, please use OperatorWithKernel::IndicateVarDataType() method to get specific input variable's dtype, which checked whether the input variable is initialized (The details in https://github.com/PaddlePaddle/FluidDoc/pull/1527). If you don't use this method to check, you must have one RD (zhangbo9674 or phlrain ) approval for the usage of other methods.\n"
+        check_approval 1 zhangbo9674 phlrain
     fi
 fi
 
 HAS_OPERATORBASE_FLAG=`git diff -U0 --diff-filter=A upstream/$BRANCH | grep -E "public[[:space:]]+.*OperatorBase" || true`
 if [ "${HAS_OPERATORBASE_FLAG}" != "" ] && [ "${PR_ID}" != "" ]; then
-    echo_line="In order to support dynamic graph, all ops are not recommended to inherit OperatorBase. Please use OperatorWithKernel instead.\nYou must have one RD (phlrain (Recommend), luotao1, XiaoguangHu01) approval for the inherit of OperatorBase.\nYou inherit the OperatorBase class. The corresponding lines are as follows:\n${HAS_OPERATORBASE_FLAG}"
-    check_approval 1 phlrain luotao1 XiaoguangHu01
+    echo_line="In order to support dynamic graph, all ops are not recommended to inherit OperatorBase. Please use OperatorWithKernel instead.\nYou must have one RD (phlrain (Recommend), XiaoguangHu01) approval for the inherit of OperatorBase.\nYou inherit the OperatorBase class. The corresponding lines are as follows:\n${HAS_OPERATORBASE_FLAG}"
+    check_approval 1 phlrain XiaoguangHu01
 fi
 
 HAS_INPLACE_TESTS=`git diff -U0 upstream/$BRANCH |grep "+" |grep -E "inplace_atol[[:space:]]*=.*" || true`
 if [ "${HAS_INPLACE_TESTS}" != "" ] && [ "${PR_ID}" != "" ]; then
-    echo_line="The calculation results of setting inplace enabled and disabled must be equal, that is, it's not recommended to set inplace_atol.\n If you do need to use inplace_atol, you must have one RD (XiaoguangHu01, phlrain, luotao1, QingshuChen) approval for the usage of inplace_atol.\nThe corresponding lines are as follows:\n${HAS_INPLACE_TESTS}\n"
-    check_approval 1 XiaoguangHu01 phlrain luotao1 QingshuChen
+    echo_line="The calculation results of setting inplace enabled and disabled must be equal, that is, it's not recommended to set inplace_atol.\n If you do need to use inplace_atol, you must have one RD (XiaoguangHu01, phlrain, QingshuChen) approval for the usage of inplace_atol.\nThe corresponding lines are as follows:\n${HAS_INPLACE_TESTS}\n"
+    check_approval 1 XiaoguangHu01 phlrain QingshuChen
 fi
 
 OP_FILE_CHANGED=`git diff --name-only --diff-filter=AMR upstream/$BRANCH |grep -oE ".+_op..*" || true`
@@ -488,8 +488,8 @@ if [ "${OP_FILE_CHANGED}" != "" ] && [ "${PR_ID}" != "" ]; then
     done
     if [ "${ERROR_LINES}" != "" ]; then
         ERROR_LINES=${ERROR_LINES//+/'\n+\t'}
-        echo_line="Using ShareDataWith or ShareBufferWith is not recommended. You must have one RD's (zhhsplendid (Recommend), zhiqiu or luotao1) approval to use these methods. For more information, please refer to https://github.com/PaddlePaddle/Paddle/wiki/ShareDataWith-is-prohibited-in-OP. The error lines are as follows:${ERROR_LINES}"
-        check_approval 1 zhhsplendid zhiqiu luotao1
+        echo_line="Using ShareDataWith or ShareBufferWith is not recommended. You must have one RD's (zhhsplendid (Recommend), zhiqiu) approval to use these methods. For more information, please refer to https://github.com/PaddlePaddle/Paddle/wiki/ShareDataWith-is-prohibited-in-OP. The error lines are as follows:${ERROR_LINES}"
+        check_approval 1 zhhsplendid zhiqiu
     fi
 fi
 
@@ -505,8 +505,8 @@ if [ "${CMAKE_FILE_CHANGED}" != "" ] && [ "${PR_ID}" != "" ]; then
     done
     if [ "${ERROR_LINES}" != "" ]; then
         ERROR_LINES=${ERROR_LINES//+/'\n+\t'}
-        echo_line="Change compilation flag of warnings is not recommended. You must have one RD's (zhiqiu (Recommend), luotao1 or phlrain) approval to use these methods. "
-        check_approval 1 zhiqiu luotao1 phlrain
+        echo_line="Change compilation flag of warnings is not recommended. You must have one RD's (zhiqiu (Recommend), phlrain) approval to use these methods. "
+        check_approval 1 zhiqiu phlrain
     fi
 fi
 
@@ -519,8 +519,8 @@ if [ "${NEW_OP_TEST_ADDED}" != "" ] && [ "${PR_ID}" != "" ]; then
     CHECK_WHOLE=$CHECK_OUTPUT$CHECK_OUTPUT_WITH_PLACE$CHECK_GRAD$CHECK_GRAD_CHECK
     if [ "${CHECK_WHOLE}" != "" ] ; then
         CHECK_OP=${CHECK_WHOLE//+/'\n+'}
-        echo_line="Please use the default precision parameters of 'atol, rtol, eps, max_relative_error'. If you don't use the default value, you must have one RD (Xreki (Recommend), QingshuChen(Recommend for kunlun), zhiqiu, luotao1, phlrain or ZzSean) approval for the usage of other values. The detailed information is in the link: https://github.cor/PaddlePaddle/Paddle/wiki/OP-test-accuracy-requirements. The error line is ${CHECK_OP}\n"
-        check_approval 1 Xreki QingshuChen zhiqiu luotao1 phlrain
+        echo_line="Please use the default precision parameters of 'atol, rtol, eps, max_relative_error'. If you don't use the default value, you must have one RD (Xreki (Recommend), QingshuChen(Recommend for kunlun), zhiqiu, phlrain or ZzSean) approval for the usage of other values. The detailed information is in the link: https://github.cor/PaddlePaddle/Paddle/wiki/OP-test-accuracy-requirements. The error line is ${CHECK_OP}\n"
+        check_approval 1 Xreki QingshuChen zhiqiu phlrain
     fi
 fi
 
@@ -536,8 +536,8 @@ if [ "${UNITTEST_FILE_CHANGED}" != "" ] && [ "${PR_ID}" != "" ]; then
     done
     if [ "${ERROR_LINES}" != "" ]; then
         ERROR_LINES=${ERROR_LINES//+/'\n+\t'}
-        echo_line="It is an Op accuracy problem, please take care of it. You must have one RD (zhangting2020 (Recommend), luotao1 or phlrain, QingshuChen) approval for the usage (either add or delete) of @skip_check_grad_ci. For more information, please refer to: https://github.com/PaddlePaddle/Paddle/wiki/Gradient-Check-Is-Required-for-Op-Test. The corresponding lines are as follows:\n${ERROR_LINES}\n"
-        check_approval 1 zhangting2020 luotao1 phlrain QingshuChen
+        echo_line="It is an Op accuracy problem, please take care of it. You must have one RD (zhangting2020 (Recommend), or phlrain, QingshuChen) approval for the usage (either add or delete) of @skip_check_grad_ci. For more information, please refer to: https://github.com/PaddlePaddle/Paddle/wiki/Gradient-Check-Is-Required-for-Op-Test. The corresponding lines are as follows:\n${ERROR_LINES}\n"
+        check_approval 1 zhangting2020 phlrain QingshuChen
     fi
 fi
 
@@ -586,12 +586,12 @@ UNITYBUILD_RULE_CHANGED=$(git diff --name-only upstream/$BRANCH |
                           grep "unity_build_rule.cmake" || true)
 if [ -n "${UNITYBUILD_RULE_CHANGED}" -a -n "${PR_ID}" ]; then
     echo_line="You must have one RD (Avin0323(Recommend) or zhwesky2010 or
-               wanghuancoder or luotao1) approval for modifying
+               wanghuancoder) approval for modifying
                unity_build_rule.cmake which the rules of Unity Build."
     echo_line=$(echo ${echo_line})
     # Avin0323(23427135) zhwesky2010(52485244)
     # wanghuancoder(26922892) luotao1(6836917)
-    check_approval 1 Avin0323 zhwesky2010 wanghuancoder luotao1
+    check_approval 1 Avin0323 zhwesky2010 wanghuancoder
 fi
 
 if [ -n "${echo_list}" ];then

ci/utils.sh

@@ -297,19 +297,7 @@ function cmake_base() {
     SYSTEM=`uname -s`
     if [ "$SYSTEM" == "Darwin" ]; then
         echo "Using python abi: $1"
-        if [ "$1" == "cp38-cp38" ]; then
-            if [ -d "/Library/Frameworks/Python.framework/Versions/3.8" ]; then
-                export LD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.8/lib/
-                export DYLD_LIBRARY_PATH=${DYLD_LIBRARY_PATH}:/Library/Frameworks/Python.framework/Versions/3.8/lib/
-                export PATH=/Library/Frameworks/Python.framework/Versions/3.8/bin/:${PATH}
-                PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.8/bin/python3
-            -DPYTHON_INCLUDE_DIR:PATH=/Library/Frameworks/Python.framework/Versions/3.8/include/python3.8/
-            -DPYTHON_LIBRARY:FILEPATH=/Library/Frameworks/Python.framework/Versions/3.8/lib/libpython3.8.dylib"
-                pip3.8 install --user -r ${PADDLE_ROOT}/python/requirements.txt
-            else
-                exit 1
-            fi
-        elif [ "$1" == "cp39-cp39" ]; then
+        if [ "$1" == "cp39-cp39" ]; then
             if [ -d "/Library/Frameworks/Python.framework/Versions/3.9" ]; then
                 export LD_LIBRARY_PATH=/Library/Frameworks/Python.framework/Versions/3.9/lib/
                 export DYLD_LIBRARY_PATH=${DYLD_LIBRARY_PATH}:/Library/Frameworks/Python.framework/Versions/3.9/lib/
@@ -373,15 +361,7 @@ function cmake_base() {
     else
         if [ "$1" != "" ]; then
             echo "using python abi: $1"
-            if [ "$1" == "cp38-cp38" ]; then
-                export LD_LIBRARY_PATH=/opt/_internal/cpython-3.8.0/lib/:${LD_LIBRARY_PATH}
-                export PATH=/opt/_internal/cpython-3.8.0/bin/:${PATH}
-                export PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/opt/_internal/cpython-3.8.0/bin/python3.8
-            -DPYTHON_INCLUDE_DIR:PATH=/opt/_internal/cpython-3.8.0/include/python3.8
-            -DPYTHON_LIBRARIES:FILEPATH=/opt/_internal/cpython-3.8.0/lib/libpython3.so"
-                pip3.8 install -r ${PADDLE_ROOT}/python/requirements.txt
-                pip3.8 install -r ${PADDLE_ROOT}/paddle/scripts/compile_requirements.txt
-            elif [ "$1" == "cp39-cp39" ]; then
+            if [ "$1" == "cp39-cp39" ]; then
                 export LD_LIBRARY_PATH=/opt/_internal/cpython-3.9.0/lib/:${LD_LIBRARY_PATH}
                 export PATH=/opt/_internal/cpython-3.9.0/bin/:${PATH}
                 export PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/opt/_internal/cpython-3.9.0/bin/python3.9
@@ -413,21 +393,14 @@ function cmake_base() {
             -DPYTHON_LIBRARIES:FILEPATH=/opt/_internal/cpython-3.12.0/lib/libpython3.so"
                 pip3.12 install -r ${PADDLE_ROOT}/python/requirements.txt
                 pip3.12 install -r ${PADDLE_ROOT}/paddle/scripts/compile_requirements.txt
-	    elif [ "$1" == "cp313-cp313" ]; then
+	        elif [ "$1" == "cp313-cp313" ]; then
                 export LD_LIBRARY_PATH=/opt/_internal/cpython-3.13.0/lib/:${LD_LIBRARY_PATH}
                 export PATH=/opt/_internal/cpython-3.13.0/bin/:${PATH}
                 export PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/opt/_internal/cpython-3.13.0/bin/python3.13
             -DPYTHON_INCLUDE_DIR:PATH=/opt/_internal/cpython-3.13.0/include/python3.13
             -DPYTHON_LIBRARIES:FILEPATH=/opt/_internal/cpython-3.13.0/lib/libpython3.so"
                 pip3.13 install -r ${PADDLE_ROOT}/python/requirements.txt
                 pip3.13 install -r ${PADDLE_ROOT}/paddle/scripts/compile_requirements.txt
-            elif [ "$1" == "conda-python3.8" ]; then
-                export LD_LIBRARY_PATH=/opt/conda/lib/:${LD_LIBRARY_PATH}
-                export PATH=/opt/conda/bin/:${PATH}
-                export PYTHON_FLAGS="-DPYTHON_EXECUTABLE:FILEPATH=/opt/conda/bin/python
-                                     -DPYTHON_INCLUDE_DIR:PATH=/opt/conda/include/python3.8m
-                                     -DPYTHON_LIBRARIES:FILEPATH=/opt/conda/lib/libpython3.so"
-                /opt/conda/bin/pip install -r ${PADDLE_ROOT}/python/requirements.txt
             fi
             # for CINN, to find libcuda.so.1
             export LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/cuda-11.2/compat/
@@ -484,7 +457,7 @@ function cmake_base() {
         -DCMAKE_EXPORT_COMPILE_COMMANDS=ON
         -DWITH_INFERENCE_API_TEST=${WITH_INFERENCE_API_TEST:-ON}
         -DINFERENCE_DEMO_INSTALL_DIR=${INFERENCE_DEMO_INSTALL_DIR}
-        -DPY_VERSION=${PY_VERSION:-3.8}
+        -DPY_VERSION=${PY_VERSION:-3.9}
         -DCMAKE_INSTALL_PREFIX=${INSTALL_PREFIX:-/paddle/build}
         -DWITH_PSCORE=${pscore_flag}
         -DWITH_PSLIB=${pslib_flag}
@@ -537,7 +510,7 @@ EOF
         -DCMAKE_EXPORT_COMPILE_COMMANDS=ON \
         -DWITH_INFERENCE_API_TEST=${WITH_INFERENCE_API_TEST:-ON} \
         -DINFERENCE_DEMO_INSTALL_DIR=${INFERENCE_DEMO_INSTALL_DIR} \
-        -DPY_VERSION=${PY_VERSION:-3.8} \
+        -DPY_VERSION=${PY_VERSION:-3.9} \
         -DCMAKE_INSTALL_PREFIX=${INSTALL_PREFIX:-/paddle/build} \
         -DWITH_PSCORE=${pscore_flag} \
         -DWITH_PSLIB=${pslib_flag} \

cmake/configure.cmake

@@ -179,6 +179,7 @@ if(WITH_MKLML AND MKLML_IOMP_LIB)
     set(OPENMP_FLAGS "")
   else()
     set(OPENMP_FLAGS "-fopenmp")
+    add_definitions(-DPADDLE_WITH_OPENMP)
   endif()
   set(CMAKE_C_CREATE_SHARED_LIBRARY_FORBIDDEN_FLAGS ${OPENMP_FLAGS})
   set(CMAKE_CXX_CREATE_SHARED_LIBRARY_FORBIDDEN_FLAGS ${OPENMP_FLAGS})

paddle/cinn/hlir/dialect/operator/transforms/group_merge/single_op_fallback_to_phi.cc

@@ -167,13 +167,11 @@ class FusionOpPattern : public pir::OpRewritePattern<cinn::dialect::FusionOp> {
 
   const std::unordered_map<std::string, CinnOpHandler>& op_handler_map() const {
     static std::unordered_map<std::string, CinnOpHandler> handler_map = {
-      {cinn::dialect::ReshapeOp::name(), &FusionOpPattern::ReshapeOpPattern},
-      {paddle::dialect::AssignOut_Op::name(),
-       &FusionOpPattern::AssignOutOpPattern},
-      {paddle::dialect::CastOp::name(), &FusionOpPattern::CastOpPattern},
-#if defined(PADDLE_WITH_HIP)
-      {cinn::dialect::ConcatOp::name(), &FusionOpPattern::ConcatOpPattern},
-#endif
+        {cinn::dialect::ReshapeOp::name(), &FusionOpPattern::ReshapeOpPattern},
+        {paddle::dialect::AssignOut_Op::name(),
+         &FusionOpPattern::AssignOutOpPattern},
+        {paddle::dialect::CastOp::name(), &FusionOpPattern::CastOpPattern},
+        {cinn::dialect::ConcatOp::name(), &FusionOpPattern::ConcatOpPattern},
     };
     return handler_map;
   }