Fix cpplint issues with beam_search_op and beam_search_decode_op (#9962)

* Fix cpplint warnings in beam_search_decode_op

* Fix cpplint warnings in beam_search_op

* Fix test

* fix

paddle/fluid/operators/beam_search_decode_op.cc

@@ -13,6 +13,7 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/fluid/operators/beam_search_decode_op.h"
+#include <string>
 #include "paddle/fluid/platform/device_context.h"
 
 namespace paddle {

paddle/fluid/operators/beam_search_decode_op.h

@@ -14,6 +14,7 @@ limitations under the License. */
 
 #pragma once
 
+#include <vector>
 #include "paddle/fluid/framework/lod_tensor_array.h"
 #include "paddle/fluid/framework/op_registry.h"
 
@@ -87,7 +88,7 @@ struct BeamSearchDecoder {
    */
   std::vector<BeamNodeVector<T>> PackTwoSteps(
       const LoDTensor& cur_ids, const LoDTensor& cur_scores,
-      std::vector<BeamNodeVector<T>>& prefixes_list,
+      std::vector<BeamNodeVector<T>>* prefixes_list,
       std::vector<SentenceVector<T>>* sentence_vector_list) const;
 
   /**
@@ -140,7 +141,7 @@ Sentence<T> BeamSearchDecoder<T>::MakeSentence(const BeamNode<T>* node) const {
 template <typename T>
 std::vector<BeamNodeVector<T>> BeamSearchDecoder<T>::PackTwoSteps(
     const LoDTensor& cur_ids, const LoDTensor& cur_scores,
-    std::vector<BeamNodeVector<T>>& prefixes_list,
+    std::vector<BeamNodeVector<T>>* prefixes_list,
     std::vector<SentenceVector<T>>* sentence_vector_list) const {
   std::vector<BeamNodeVector<T>> result;
 
@@ -153,7 +154,7 @@ std::vector<BeamNodeVector<T>> BeamSearchDecoder<T>::PackTwoSteps(
 
     // if prefixes size is 0, it means this is the first step. In this step,
     // all candidate id is the start of candidate sentences.
-    if (prefixes_list.empty()) {
+    if (prefixes_list->empty()) {
       PADDLE_ENFORCE_EQ(cur_ids.lod().at(kSourceLevel).back(),
                         cur_ids.lod().at(kSentenceLevel).back(),
                         "in the first step");
@@ -162,7 +163,7 @@ std::vector<BeamNodeVector<T>> BeamSearchDecoder<T>::PackTwoSteps(
             cur_ids.data<int64_t>()[id_idx], cur_scores.data<T>()[id_idx])));
       }
     } else {
-      BeamNodeVector<T>& prefixes = prefixes_list[src_idx];
+      BeamNodeVector<T>& prefixes = prefixes_list->at(src_idx);
       SentenceVector<T>& sentence_vector = (*sentence_vector_list)[src_idx];
 
       PADDLE_ENFORCE_EQ(src_end - src_start, prefixes.size(),
@@ -262,7 +263,7 @@ void BeamSearchDecoder<T>::PackAllSteps(const LoDTensorArray& step_ids,
   for (size_t step_id = 0; step_id < step_num; ++step_id) {
     beamnode_vector_list =
         PackTwoSteps(step_ids.at(step_id), step_scores.at(step_id),
-                     beamnode_vector_list, &sentence_vector_list);
+                     &beamnode_vector_list, &sentence_vector_list);
   }
   // append last beam_node to result
   for (size_t src_idx = 0; src_idx < src_num; ++src_idx) {

paddle/fluid/operators/beam_search_decode_op_test.cc

@@ -125,7 +125,7 @@ TEST(BeamSearchDecodeOp, PackTwoStepsFistStep) {
 
   BeamSearchDecoder<float> helper;
   beamnode_vector_list = helper.PackTwoSteps(
-      ids[0], scores[0], beamnode_vector_list, &sentence_vector_list);
+      ids[0], scores[0], &beamnode_vector_list, &sentence_vector_list);
   ASSERT_EQ(beamnode_vector_list.size(), 2UL);
   ASSERT_EQ(beamnode_vector_list[0].size(), 2UL);
   ASSERT_EQ(beamnode_vector_list[1].size(), 4UL);
@@ -167,7 +167,7 @@ TEST(BeamSearchDecodeOp, PackTwoSteps) {
 
   BeamSearchDecoder<float> helper1;
   beamnode_vector_list = helper1.PackTwoSteps(
-      ids[0], scores[0], beamnode_vector_list, &sentence_vector_list);
+      ids[0], scores[0], &beamnode_vector_list, &sentence_vector_list);
 
   ASSERT_EQ(sentence_vector_list[0].size(), 1UL);
   ASSERT_EQ(sentence_vector_list[1].size(), 0UL);

paddle/fluid/operators/beam_search_op.cc

@@ -14,7 +14,10 @@ limitations under the License. */
 
 #include "paddle/fluid/operators/beam_search_op.h"
 
+#include <algorithm>
 #include <map>
+#include <string>
+#include <vector>
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/op_registry.h"
 

paddle/fluid/operators/beam_search_op.h

@@ -18,6 +18,8 @@ limitations under the License. */
 #include "gtest/gtest.h"
 #endif
 
+#include <string>
+#include <vector>
 #include "paddle/fluid/framework/lod_tensor.h"
 #include "paddle/fluid/framework/operator.h"