Rename Sampler Reset

mindspore/ccsrc/dataset/engine/datasetops/source/celeba_op.cc

@@ -409,7 +409,7 @@ void CelebAOp::Print(std::ostream &out, bool show_all) const {
 
 // Reset Sampler and wakeup Master thread (functor)
 Status CelebAOp::Reset() {
-  RETURN_IF_NOT_OK(sampler_->Reset());
+  RETURN_IF_NOT_OK(sampler_->ResetSampler());
   wp_.Set();  // wake up master thread after reset is done
   return Status::OK();
 }

mindspore/ccsrc/dataset/engine/datasetops/source/cifar_op.cc

@@ -241,7 +241,7 @@ void CifarOp::Print(std::ostream &out, bool show_all) const {
 
 // Reset Sampler and wakeup Master thread (functor)
 Status CifarOp::Reset() {
-  RETURN_IF_NOT_OK(sampler_->Reset());
+  RETURN_IF_NOT_OK(sampler_->ResetSampler());
   row_cnt_ = 0;
   wp_.Set();  // wake up master thread after reset is done
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/coco_op.cc

@@ -207,7 +207,7 @@ void CocoOp::Print(std::ostream &out, bool show_all) const {
 }
 
 Status CocoOp::Reset() {
-  RETURN_IF_NOT_OK(sampler_->Reset());
+  RETURN_IF_NOT_OK(sampler_->ResetSampler());
   row_cnt_ = 0;
   wp_.Set();
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/image_folder_op.cc

@@ -252,7 +252,7 @@ void ImageFolderOp::Print(std::ostream &out, bool show_all) const {
 
 // Reset Sampler and wakeup Master thread (functor)
 Status ImageFolderOp::Reset() {
-  RETURN_IF_NOT_OK(sampler_->Reset());
+  RETURN_IF_NOT_OK(sampler_->ResetSampler());
   row_cnt_ = 0;
   wp_.Set();  // wake up master thread after reset is done
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/manifest_op.cc

@@ -241,7 +241,7 @@ void ManifestOp::Print(std::ostream &out, bool show_all) const {
 
 // Reset Sampler and wakeup Master thread (functor)
 Status ManifestOp::Reset() {
-  RETURN_IF_NOT_OK(sampler_->Reset());
+  RETURN_IF_NOT_OK(sampler_->ResetSampler());
   row_cnt_ = 0;
   wp_.Set();  // wake up master thread after reset is done
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/mnist_op.cc

@@ -204,7 +204,7 @@ void MnistOp::Print(std::ostream &out, bool show_all) const {
 
 // Reset Sampler and wakeup Master thread (functor)
 Status MnistOp::Reset() {
-  RETURN_IF_NOT_OK(sampler_->Reset());
+  RETURN_IF_NOT_OK(sampler_->ResetSampler());
   row_cnt_ = 0;
   wp_.Set();  // wake up master thread after reset is done
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/distributed_sampler.cc

@@ -89,7 +89,7 @@ Status DistributedSampler::GetNextSample(std::unique_ptr<DataBuffer> *out_buffer
   return Status::OK();
 }
 
-Status DistributedSampler::Reset() {
+Status DistributedSampler::ResetSampler() {
   CHECK_FAIL_RETURN_UNEXPECTED(cnt_ == samples_per_buffer_, "ERROR Reset() called early/late");
   cnt_ = 0;
 
@@ -100,7 +100,7 @@ Status DistributedSampler::Reset() {
   }
 
   if (HasChildSampler()) {
-    RETURN_IF_NOT_OK(child_[0]->Reset());
+    RETURN_IF_NOT_OK(child_[0]->ResetSampler());
   }
 
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/distributed_sampler.h

@@ -47,7 +47,7 @@ class DistributedSampler : public Sampler {
 
   // for next epoch of sampleIds
   // @return - The error code return
-  Status Reset() override;
+  Status ResetSampler() override;
 
   void Print(std::ostream &out, bool show_all) const override;
 

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/pk_sampler.cc

@@ -94,13 +94,13 @@ Status PKSampler::GetNextSample(std::unique_ptr<DataBuffer> *out_buffer) {
   return Status::OK();
 }
 
-Status PKSampler::Reset() {
+Status PKSampler::ResetSampler() {
   CHECK_FAIL_RETURN_UNEXPECTED(next_id_ == num_samples_, "ERROR Reset() called early/late");
   next_id_ = 0;
   rnd_.seed(seed_++);
 
   if (HasChildSampler()) {
-    RETURN_IF_NOT_OK(child_[0]->Reset());
+    RETURN_IF_NOT_OK(child_[0]->ResetSampler());
   }
 
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/pk_sampler.h

@@ -54,7 +54,7 @@ class PKSampler : public Sampler {  // NOT YET FINISHED
 
   // for next epoch of sampleIds
   // @return - The error code return
-  Status Reset() override;
+  Status ResetSampler() override;
 
  private:
   bool shuffle_;

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/python_sampler.cc

@@ -84,7 +84,7 @@ Status PythonSampler::InitSampler() {
   return Status::OK();
 }
 
-Status PythonSampler::Reset() {
+Status PythonSampler::ResetSampler() {
   CHECK_FAIL_RETURN_UNEXPECTED(need_to_reset_, "ERROR Reset() called not at end of an epoch");
   need_to_reset_ = false;
   py::gil_scoped_acquire gil_acquire;
@@ -98,7 +98,7 @@ Status PythonSampler::Reset() {
   }
 
   if (HasChildSampler()) {
-    RETURN_IF_NOT_OK(child_[0]->Reset());
+    RETURN_IF_NOT_OK(child_[0]->ResetSampler());
   }
 
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/python_sampler.h

@@ -42,7 +42,7 @@ class PythonSampler : public Sampler {
 
   // for next epoch of sampleIds
   // @return - The error code return
-  Status Reset() override;
+  Status ResetSampler() override;
 
   // Op calls this to get next Buffer that contains all the sampleIds
   // @param std::unique_ptr<DataBuffer> pBuffer - Buffer to be returned to StorageOp

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/random_sampler.cc

@@ -91,7 +91,7 @@ Status RandomSampler::InitSampler() {
   return Status::OK();
 }
 
-Status RandomSampler::Reset() {
+Status RandomSampler::ResetSampler() {
   CHECK_FAIL_RETURN_UNEXPECTED(next_id_ == num_samples_, "ERROR Reset() called early/late");
   next_id_ = 0;
 
@@ -106,7 +106,7 @@ Status RandomSampler::Reset() {
   }
 
   if (HasChildSampler()) {
-    RETURN_IF_NOT_OK(child_[0]->Reset());
+    RETURN_IF_NOT_OK(child_[0]->ResetSampler());
   }
 
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/random_sampler.h

@@ -48,7 +48,7 @@ class RandomSampler : public Sampler {
 
   // for next epoch of sampleIds
   // @return - The error code return
-  Status Reset() override;
+  Status ResetSampler() override;
 
   virtual void Print(std::ostream &out, bool show_all) const;
 

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/sampler.cc

@@ -113,7 +113,7 @@ Status Sampler::GetAllIdsThenReset(py::array *data) {
   RETURN_IF_NOT_OK(GetNextSample(&db));
   CHECK_FAIL_RETURN_UNEXPECTED(db->eoe(), "ERROR Non EOE received");
   // Reset Sampler since this is the end of the epoch
-  RETURN_IF_NOT_OK(Reset());
+  RETURN_IF_NOT_OK(ResetSampler());
   return Status::OK();
 }
 

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/sampler.h

@@ -62,6 +62,8 @@ class Sampler {
   // @param int64_t samplesPerBuffer: Num of Sampler Ids to fetch via 1 GetNextBuffer call
   explicit Sampler(int64_t num_samples, int64_t samples_per_buffer);
 
+  Sampler(const Sampler &s) : Sampler(s.num_samples_, s.samples_per_buffer_) {}
+
   // default destructor
   ~Sampler() = default;
 
@@ -77,7 +79,7 @@ class Sampler {
 
   // for next epoch of sampleIds
   // @return - The error code return
-  virtual Status Reset() = 0;
+  virtual Status ResetSampler() = 0;
 
   // first handshake between leaf source op and Sampler. This func will determine the amount of data
   // in the dataset that we can sample from.
@@ -109,8 +111,16 @@ class Sampler {
   // @return - The error code returned.
   Status CreateSamplerTensor(std::shared_ptr<Tensor> *sample_ids, int64_t num_elements);
 
+  // A print method typically used for debugging
+  // @param out - The output stream to write output to
+  // @param show_all - A bool to control if you want to show all info or just a summary
   virtual void Print(std::ostream &out, bool show_all) const;
 
+  // << Stream output operator overload
+  // @notes This allows you to write the debug print info using stream operators
+  // @param out - reference to the output stream being overloaded
+  // @param sampler - reference to teh sampler to print
+  // @return - the output stream must be returned
   friend std::ostream &operator<<(std::ostream &out, const Sampler &sampler) {
     sampler.Print(out, false);
     return out;

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/sequential_sampler.cc

@@ -77,13 +77,13 @@ Status SequentialSampler::InitSampler() {
   return Status::OK();
 }
 
-Status SequentialSampler::Reset() {
+Status SequentialSampler::ResetSampler() {
   CHECK_FAIL_RETURN_UNEXPECTED(id_count_ == num_samples_, "ERROR Reset() called early/late");
   current_id_ = start_index_;
   id_count_ = 0;
 
   if (HasChildSampler()) {
-    RETURN_IF_NOT_OK(child_[0]->Reset());
+    RETURN_IF_NOT_OK(child_[0]->ResetSampler());
   }
 
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/sequential_sampler.h

@@ -41,7 +41,7 @@ class SequentialSampler : public Sampler {
 
   // for next epoch of sampleIds
   // @return - The error code return
-  Status Reset() override;
+  Status ResetSampler() override;
 
   // Op calls this to get next Buffer that contains all the sampleIds
   // @param std::unique_ptr<DataBuffer> pBuffer - Buffer to be returned to StorageOp

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/subset_random_sampler.cc

@@ -55,7 +55,7 @@ Status SubsetRandomSampler::InitSampler() {
 }
 
 // Reset the internal variable to the initial state.
-Status SubsetRandomSampler::Reset() {
+Status SubsetRandomSampler::ResetSampler() {
   // Reset the internal counters.
   sample_id_ = 0;
   buffer_id_ = 0;
@@ -65,7 +65,7 @@ Status SubsetRandomSampler::Reset() {
   std::shuffle(indices_.begin(), indices_.end(), rand_gen_);
 
   if (HasChildSampler()) {
-    RETURN_IF_NOT_OK(child_[0]->Reset());
+    RETURN_IF_NOT_OK(child_[0]->ResetSampler());
   }
 
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/subset_random_sampler.h

@@ -44,7 +44,7 @@ class SubsetRandomSampler : public Sampler {
 
   // Reset the internal variable to the initial state and reshuffle the indices.
   // @return Status
-  Status Reset() override;
+  Status ResetSampler() override;
 
   // Get the sample ids.
   // @param[out] out_buffer The address of a unique_ptr to DataBuffer where the sample ids will be placed.

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/weighted_random_sampler.cc

@@ -77,7 +77,7 @@ void WeightedRandomSampler::InitOnePassSampling() {
 }
 
 // Reset the internal variable to the initial state and reshuffle the indices.
-Status WeightedRandomSampler::Reset() {
+Status WeightedRandomSampler::ResetSampler() {
   sample_id_ = 0;
   buffer_id_ = 0;
   rand_gen_.seed(GetSeed());
@@ -88,7 +88,7 @@ Status WeightedRandomSampler::Reset() {
   }
 
   if (HasChildSampler()) {
-    RETURN_IF_NOT_OK(child_[0]->Reset());
+    RETURN_IF_NOT_OK(child_[0]->ResetSampler());
   }
 
   return Status::OK();

mindspore/ccsrc/dataset/engine/datasetops/source/sampler/weighted_random_sampler.h

@@ -46,7 +46,7 @@ class WeightedRandomSampler : public Sampler {
   Status InitSampler() override;
 
   // Reset the internal variable to the initial state and reshuffle the indices.
-  Status Reset() override;
+  Status ResetSampler() override;
 
   // Get the sample ids.
   // @param[out] out_buffer The address of a unique_ptr to DataBuffer where the sample ids will be placed.

mindspore/ccsrc/dataset/engine/datasetops/source/voc_op.cc

@@ -177,7 +177,7 @@ void VOCOp::Print(std::ostream &out, bool show_all) const {
 }
 
 Status VOCOp::Reset() {
-  RETURN_IF_NOT_OK(sampler_->Reset());
+  RETURN_IF_NOT_OK(sampler_->ResetSampler());
   row_cnt_ = 0;
   wp_.Set();
   return Status::OK();

tests/ut/cpp/dataset/stand_alone_samplers_test.cc

@@ -94,7 +94,7 @@ TEST_F(MindDataTestStandAloneSampler, TestStandAoneSequentialSampler) {
   sampler->GetNextSample(&db);
   db->GetTensor(&tensor, 0, 0);
   EXPECT_TRUE((*tensor) == (*label2));
-  sampler->Reset();
+  sampler->ResetSampler();
   sampler->GetNextSample(&db);
   db->GetTensor(&tensor, 0, 0);
   EXPECT_TRUE((*tensor) == (*label1));

tests/ut/cpp/dataset/subset_random_sampler_test.cc

@@ -123,7 +123,7 @@ TEST_F(MindDataTestSubsetRandomSampler, TestReset) {
     ASSERT_NE(in_set.find(out[i]), in_set.end());
   }
 
-  sampler.Reset();
+  sampler.ResetSampler();
 
   ASSERT_EQ(sampler.GetNextSample(&db), Status::OK());
   ASSERT_EQ(db->eoe(), false);

tests/ut/cpp/dataset/weighted_random_sampler_test.cc

@@ -214,7 +214,7 @@ TEST_F(MindDataTestWeightedRandomSampler, TestResetReplacement) {
   ASSERT_EQ(m_sampler.GetNextSample(&db), Status::OK());
   ASSERT_EQ(db->eoe(), true);
 
-  m_sampler.Reset();
+  m_sampler.ResetSampler();
   out.clear();
 
   ASSERT_EQ(m_sampler.GetNextSample(&db), Status::OK());
@@ -259,7 +259,7 @@ TEST_F(MindDataTestWeightedRandomSampler, TestResetNoReplacement) {
   ASSERT_EQ(m_sampler.GetNextSample(&db), Status::OK());
   ASSERT_EQ(db->eoe(), true);
 
-  m_sampler.Reset();
+  m_sampler.ResetSampler();
   out.clear();
   freq.clear();
   freq.resize(total_samples, 0);