diff --git a/mindspore/ccsrc/dataset/engine/datasetops/barrier_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/barrier_op.cc
index b50a7788da..3d5b682155 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/barrier_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/barrier_op.cc
@@ -14,6 +14,7 @@
  * limitations under the License.
  */
 #include "dataset/engine/datasetops/barrier_op.h"
+#include <iomanip>
 #include <utility>
 #include "dataset/core/constants.h"
 #include "dataset/engine/data_buffer.h"
@@ -214,10 +215,19 @@ Status BarrierOp::getNextTensorRow(TensorRow *new_row) {
 
 // A function that prints info about the Operator
 void BarrierOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  PipelineOp::Print(out, show_all);
-  out << "\nBarrierOp:\n"
-      << "\nCondition " << condition_name_ << "\n\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <BarrierOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nCondition: " << condition_name_ << "\n\n";
+  }
 }
 
 // overwrite function and handle eof
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/batch_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/batch_op.cc
index c80078cb44..ad8b95b625 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/batch_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/batch_op.cc
@@ -15,6 +15,7 @@
  */
 #include "dataset/engine/datasetops/batch_op.h"
 #include <utility>
+#include <iomanip>
 #include "common/utils.h"
 #include "dataset/engine/data_buffer.h"
 #include "dataset/engine/db_connector.h"
@@ -102,10 +103,19 @@ Status BatchOp::operator()() {
 }
 
 void BatchOp::Print(std::ostream &out, bool show_all) const {
-  ParallelOp::Print(out, show_all);
-  out << "\nBatchOp:\n"
-      << "number of parallel workers: " << num_workers_ << "\nBatch size: " << start_batch_size_
-      << "\nDrop remainder: " << (drop_ ? "yes" : "no") << "\n\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <BatchOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << " [batch size: " << start_batch_size_ << "]\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nStart batch size: " << start_batch_size_ << "\nDrop remainder: " << (drop_ ? "yes" : "no") << "\n\n";
+  }
 }
 
 Status BatchOp::BatchRows(const std::unique_ptr<TensorQTable> *source_table,
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/dataset_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/dataset_op.cc
index 5e3ea3dc44..adbf42487e 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/dataset_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/dataset_op.cc
@@ -92,18 +92,24 @@ void DatasetOp::CreateConnector(int32_t num_producers, int32_t num_consumers) {
 
 // A print method typically used for debugging.  showAll of true will recursively descend to child prints
 void DatasetOp::Print(std::ostream &out, bool show_all) const {
+  // When show_all is false, we display a 1 liner piece of text for the op.
+  // When show_all is true, we display more detailed output for the op.
+  // Derived printers should show their own header info, then call base class printer, followed by
+  // derived-specific items.
+  // For now, the base class doesn't have any summary info to show so it's a no-op in that case.
   if (show_all) {
+    // The detailed display will show common base class info of the op.  Allow the derived class to print
+    // it's own id and name though as the first line.
+    out << "\nNumber of children     : " << child_.size();
     for (size_t i = 0; i < child_.size(); i++) {
-      child_[i]->Print(out, show_all);
+      out << "\n  Child[" << i << "] id: " << child_[i]->id();
     }
-  }
-  out << "\n-------------------------"
-      << "\nOperator #             : " << operator_id_ << "\nNumber of children     : " << child_.size()
-      << "\nNumber of parents      : " << parent_.size() << "\nConnector queue size   : " << oc_queue_size_
-      << "\nOperator control flags : 0x" << std::hex << std::setw(8) << std::setfill('0') << op_ctrl_flags_ << std::dec
-      << std::setfill(' ') << "\nHas parents:\n";
-  for (size_t i = 0; i < parent_.size(); i++) {
-    out << "Parent[" << i << "] id: " << parent_[i]->id() << "\n";
+    out << "\nNumber of parents      : " << parent_.size();
+    for (size_t i = 0; i < parent_.size(); i++) {
+      out << "\n  Parent[" << i << "] id: " << parent_[i]->id();
+    }
+    out << "\nConnector queue size   : " << oc_queue_size_ << "\nOperator control flags : 0x" << std::hex
+        << std::setw(8) << std::setfill('0') << op_ctrl_flags_ << std::dec << std::setfill(' ');
   }
 }
 
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/device_queue_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/device_queue_op.cc
index 71e4ce64a4..2c91d36259 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/device_queue_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/device_queue_op.cc
@@ -14,7 +14,7 @@
  * limitations under the License.
  */
 #include "dataset/engine/datasetops/device_queue_op.h"
-
+#include <iomanip>
 #include <iostream>
 #include <memory>
 
@@ -246,9 +246,19 @@ Status DeviceQueueOp::SendDataToCPU() {
 }
 
 void DeviceQueueOp::Print(std::ostream &out, bool show_all) const {
-  PipelineOp::Print(out, show_all);
-
-  out << "DeviceQueueOp: channelName: " << channel_name_ << ", prefetchSize: " << prefetch_size_ << '\n';
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <DeviceQueueOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nChannel name: " << channel_name_ << "\nPrefetch size: " << prefetch_size_ << "\n\n";
+  }
 }
 }  // namespace dataset
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/filter_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/filter_op.cc
index ce312ce3d9..5ede8ad6f4 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/filter_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/filter_op.cc
@@ -16,6 +16,7 @@
 #include "dataset/engine/datasetops/filter_op.h"
 #include <algorithm>
 #include <cstring>
+#include <iomanip>
 #include <iostream>
 #include <memory>
 #include <vector>
@@ -88,14 +89,22 @@ Status FilterOp::ValidateInColumns(const std::unordered_map<std::string, int32_t
 
 // A print method typically used for debugging.
 void FilterOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first.
-  ParallelOp::Print(out, show_all);
-
-  // Then display our own stuff.
-  out << "\nFilterOp:";
-  out << "\n  Input column names:";
-  for (size_t i = 0; i < in_columns_.size(); i++) {
-    out << " " << in_columns_[i];
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <FilterOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nInput column names:";
+    for (size_t i = 0; i < in_columns_.size(); i++) {
+      out << " " << in_columns_[i];
+    }
+    out << "\n\n";
   }
 }
 
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/map_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/map_op.cc
index b6d603bac9..4cbe2ac603 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/map_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/map_op.cc
@@ -15,6 +15,7 @@
  */
 #include "dataset/engine/datasetops/map_op.h"
 #include <cstring>
+#include <iomanip>
 #include <iostream>
 #include <memory>
 #include <vector>
@@ -81,20 +82,27 @@ int32_t MapOp::num_consumers() const {
 
 // A print method typically used for debugging
 void MapOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  ParallelOp::Print(out, show_all);
-
-  // Then display our own stuff
-  out << "\nMapOp:";
-  out << "\n  Input column names:";
-  for (size_t i = 0; i < in_columns_.size(); i++) {
-    out << " " << in_columns_[i];
-  }
-  out << "\n  TensorOps:";
-  for (size_t i = 0; i < tfuncs_.size(); i++) {
-    out << " " << tfuncs_[i];
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <MapOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nInput column names:";
+    for (size_t i = 0; i < in_columns_.size(); i++) {
+      out << " " << in_columns_[i];
+    }
+    out << "\n  TensorOps:";
+    for (size_t i = 0; i < tfuncs_.size(); i++) {
+      out << " " << tfuncs_[i];
+    }
+    out << "\n\n";
   }
-  out << "\n";
 }
 
 // This class functor will provide the master loop that drives the logic for performing the work
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/parallel_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/parallel_op.cc
index 4b2af2250a..2eeb931554 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/parallel_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/parallel_op.cc
@@ -55,12 +55,16 @@ Status ParallelOp::CreateWorkerConnector(int32_t worker_connector_size) {
 
 // A print method typically used for debugging
 void ParallelOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  DatasetOp::Print(out, show_all);
-
-  // Then show our own stuff
-  out << "ParallelOp:";
-  out << "\n  Num workers                   : " << num_workers_ << "\n";
+  // Summary 1-liner print
+  if (!show_all) {
+    out << " [workers: " << num_workers_ << "]";
+    // Call super class printer
+    DatasetOp::Print(out, show_all);
+  } else {
+    // Detailed print
+    DatasetOp::Print(out, show_all);
+    out << "\nNum workers: " << num_workers_;
+  }
 }
 
 // Override base class reset to provide reset actions specific to the ParallelOp class.
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/pipeline_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/pipeline_op.cc
index 56fc24883a..69ace1ed9a 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/pipeline_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/pipeline_op.cc
@@ -13,6 +13,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+#include <iomanip>
 #include <iostream>
 #include "dataset/engine/datasetops/pipeline_op.h"
 
@@ -23,11 +24,26 @@ PipelineOp::PipelineOp(int32_t op_connector_size) : DatasetOp(op_connector_size)
 
 // A print method typically used for debugging
 void PipelineOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  DatasetOp::Print(out, show_all);
-
-  // Then display our own stuff for the pipeline op
-  // out << "This is a pipeline op print.  nothing to display here at the moment.\n";
+  // Summary 1-liner print
+  if (!show_all) {
+    out << " [workers: ";
+    if (this->inlined()) {
+      out << "0 (inlined)]";
+    } else {
+      out << "1]";  // Pipeline ops only have 1 worker
+    }
+    // Call super class printer
+    DatasetOp::Print(out, show_all);
+  } else {
+    // Detailed print
+    DatasetOp::Print(out, show_all);
+    out << "\nNum workers: ";
+    if (this->inlined()) {
+      out << "0 (inlined)";
+    } else {
+      out << "1";  // Pipeline ops only have 1 worker
+    }
+  }
 }
 }  // namespace dataset
 }  // namespace mindspore
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/project_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/project_op.cc
index b87967dde8..128d3e68e5 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/project_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/project_op.cc
@@ -16,6 +16,7 @@
 
 #include "dataset/engine/datasetops/project_op.h"
 #include <algorithm>
+#include <iomanip>
 #include <iostream>
 #include <string>
 #include <unordered_map>
@@ -49,12 +50,23 @@ ProjectOp::ProjectOp(const std::vector<std::string> &columns_to_project)
     : PipelineOp(0), columns_to_project_(columns_to_project) {}
 
 void ProjectOp::Print(std::ostream &out, bool show_all) const {
-  PipelineOp::Print(out, show_all);
-  out << "ProjectOp: columns that are projected: ";
-  for (size_t i = 0; i < columns_to_project_.size(); i++) {
-    out << columns_to_project_[i] << " ";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <ProjectOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nColumns that are projected:";
+    for (size_t i = 0; i < columns_to_project_.size(); i++) {
+      out << "\n" << columns_to_project_[i];
+    }
+    out << "\n\n";
   }
-  out << '\n';
 }
 
 // Gets a buffer from the child operator and projects the buffer.
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/rename_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/rename_op.cc
index 725476bf91..5f354abb04 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/rename_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/rename_op.cc
@@ -14,7 +14,7 @@
  * limitations under the License.
  */
 #include "dataset/engine/datasetops/rename_op.h"
-
+#include <iomanip>
 #include <vector>
 #include <utility>
 #include <unordered_map>
@@ -138,11 +138,25 @@ Status RenameOp::RenameBuffer(std::unique_ptr<DataBuffer> *input_buffer) {
 // prints rename
 void RenameOp::Print(std::ostream &out,      // In: The output stream to print to
                      bool show_all) const {  // In: T/F if it should print everything
-  // Call base class printer first
-  PipelineOp::Print(out, show_all);
-  out << "\nRenameOp:\n";
-  for (size_t i = 0; i < in_columns_.size(); ++i) {
-    out << "\nin Columns: " << in_columns_[i] << "\nOut Columns: " << out_columns_[i] << "\n\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <RenameOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nIn columns:";
+    for (size_t i = 0; i < in_columns_.size(); ++i) {
+      out << "\n  " << in_columns_[i];
+    }
+    for (size_t i = 0; i < out_columns_.size(); ++i) {
+      out << "\n  " << out_columns_[i];
+    }
+    out << "\n\n";
   }
 }
 
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/repeat_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/repeat_op.cc
index 33c731c400..065631eb31 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/repeat_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/repeat_op.cc
@@ -13,6 +13,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+#include <iomanip>
 #include <iostream>
 #include <utility>
 
@@ -51,22 +52,28 @@ RepeatOp::~RepeatOp() {}
 
 // A print method typically used for debugging
 void RepeatOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  PipelineOp::Print(out, show_all);
-
-  // Then display our own stuff
-  out << "RepeatOp:"
-      << "\nCurrent repeat count: " << repeat_count_ << "\nMax repeat count: " << max_repeats_
-      << "\nLeaf Nodes in my execution path:";
-  if (!eoe_ops_.empty()) {
-    out << "\n";
-    for (size_t i = 0; i < eoe_ops_.size(); i++) {
-      out << "  Operator: " << eoe_ops_[i]->id() << "\n";
-    }
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <RepeatOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << " [repeats: " << max_repeats_ << "]\n";
   } else {
-    out << " kNone.";
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nCurrent repeat count: " << repeat_count_ << "\nMax repeat count: " << max_repeats_
+        << "\nLeaf Nodes in execution path:";
+    if (!eoe_ops_.empty()) {
+      for (size_t i = 0; i < eoe_ops_.size(); i++) {
+        out << "\n  Operator: " << eoe_ops_[i]->id();
+      }
+    } else {
+      out << " None.";
+    }
+    out << "\n\n";
   }
-  out << "\n-------------------------\n\n";  // End the display with this line
 }
 
 // Base-class override for executing specific RepeatOp configurations. This code will be called
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/shuffle_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/shuffle_op.cc
index 422c38f2f2..7b09bcef4d 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/shuffle_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/shuffle_op.cc
@@ -19,6 +19,7 @@
 #include <securec.h>
 #include <algorithm>
 #include <chrono>
+#include <iomanip>
 #include <iostream>
 #include <limits>
 #include <random>
@@ -108,13 +109,20 @@ Status ShuffleOp::SelfReset() {
 
 // A print method typically used for debugging
 void ShuffleOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  PipelineOp::Print(out, show_all);
-
-  // Then display our own stuff
-  out << "ShuffleOp:\n  Shuffle size: " << shuffle_size_ << "\n  rows_per_buffer_: " << rows_per_buffer_
-      << "\n  shuffle_buffer_state_: " << shuffle_buffer_state_ << "\n  shuffle_seed_: " << shuffle_seed_;
-  out << "\n-------------------------\n\n";  // End the display with this line
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <ShuffleOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << " [shuffle size: " << shuffle_size_ << "]\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nShuffle size: " << shuffle_size_ << "\nRows per buffer: " << rows_per_buffer_
+        << "\nShuffle buffer state: " << shuffle_buffer_state_ << "\nShuffle seed: " << shuffle_seed_ << "\n\n";
+  }
 }
 
 // Private function to add a new row to the shuffle buffer.
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/skip_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/skip_op.cc
index d851f2c699..ec45d5d25e 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/skip_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/skip_op.cc
@@ -13,6 +13,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
+#include <iomanip>
 #include <iostream>
 #include <utility>
 
@@ -51,12 +52,19 @@ SkipOp::~SkipOp() {}
 
 // A print method typically used for debugging
 void SkipOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  PipelineOp::Print(out, show_all);
-
-  // Then display our own stuff
-  out << "SkipOp:"
-      << "\nCurrent skip count: " << skip_count_ << "\nMax skip count: " << max_skips_;
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <SkipOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << " [skips: " << max_skips_ << "]\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nSkip count: " << skip_count_ << "\nMax skips: " << max_skips_ << "\n\n";
+  }
 }
 
 // Since the buffer may contain multi rows, this function will drop the rows
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/celeba_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/celeba_op.cc
index 2394380ea4..998672bca5 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/celeba_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/celeba_op.cc
@@ -16,6 +16,7 @@
 #include "dataset/engine/datasetops/source/celeba_op.h"
 
 #include <fstream>
+#include <iomanip>
 #include "dataset/core/config_manager.h"
 #include "dataset/util/path.h"
 #include "dataset/engine/datasetops/source/sampler/sequential_sampler.h"
@@ -434,9 +435,19 @@ Status CelebAOp::LoadTensorRow(const std::pair<std::string, std::vector<int32_t>
 }
 
 void CelebAOp::Print(std::ostream &out, bool show_all) const {
-  DatasetOp::Print(out, show_all);
-  out << "\nnumber of parallel workers:" << num_workers_ << "\nNumber of rows:" << num_rows_exact_
-      << "\nceleba dir: " << folder_path_ << "\n-------------------------\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <CelebAOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nNumber of rows:" << num_rows_exact_ << "\nceleba dir: " << folder_path_ << "\n\n";
+  }
 }
 
 // Reset Sampler and wakeup Master thread (functor)
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/cifar_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/cifar_op.cc
index 0c2d57ff42..4f69938a31 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/cifar_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/cifar_op.cc
@@ -17,6 +17,7 @@
 
 #include <algorithm>
 #include <fstream>
+#include <iomanip>
 #include <utility>
 
 #include "common/utils.h"
@@ -225,9 +226,19 @@ Status CifarOp::LoadBuffer(const std::vector<int64_t> &keys, std::unique_ptr<Dat
 }
 
 void CifarOp::Print(std::ostream &out, bool show_all) const {
-  DatasetOp::Print(out, show_all);
-  out << "\nnumber of parallel workers:" << num_workers_ << "\nNumber of rows:" << num_rows_
-      << "\nCifar Directory: " << folder_path_ << "\n-------------------------\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <CifarOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nNumber of rows:" << num_rows_ << "\nCifar directory: " << folder_path_ << "\n\n";
+  }
 }
 
 // Reset Sampler and wakeup Master thread (functor)
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/generator_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/generator_op.cc
index 37a74f019a..b0c8b8af35 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/generator_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/generator_op.cc
@@ -13,8 +13,9 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-#include "dataset/core/global_context.h"
 #include "dataset/engine/datasetops/source/generator_op.h"
+#include <iomanip>
+#include "dataset/core/global_context.h"
 #include "dataset/engine/db_connector.h"
 #include "dataset/engine/data_buffer.h"
 #include "dataset/engine/execution_tree.h"
@@ -58,6 +59,26 @@ GeneratorOp::GeneratorOp(py::function generator_function, std::vector<std::strin
 
 GeneratorOp::~GeneratorOp() { this->Dealloc(); }
 
+void GeneratorOp::Print(std::ostream &out, bool show_all) const {
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <GeneratorOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nColumn names:\n";
+    for (int i = 0; i < column_names_.size(); ++i) {
+      out << "\n  " << column_names_[i];
+    }
+    out << "\n\n";
+  }
+}
+
 void GeneratorOp::Dealloc() noexcept {
   // Setup GIL state
   PyGILState_STATE gstate;
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/generator_op.h b/mindspore/ccsrc/dataset/engine/datasetops/source/generator_op.h
index a5407a9b09..8165fed970 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/generator_op.h
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/generator_op.h
@@ -95,6 +95,11 @@ class GeneratorOp : public PipelineOp {
 
   ~GeneratorOp();
 
+  // 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
+  void Print(std::ostream &out, bool show_all) const override;
+
   // << 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
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/image_folder_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/image_folder_op.cc
index 32d7171c8f..b52404ce69 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/image_folder_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/image_folder_op.cc
@@ -14,9 +14,8 @@
  * limitations under the License.
  */
 #include "dataset/engine/datasetops/source/image_folder_op.h"
-
 #include <fstream>
-
+#include <iomanip>
 #include "common/utils.h"
 #include "dataset/core/config_manager.h"
 #include "dataset/core/tensor_shape.h"
@@ -243,9 +242,19 @@ Status ImageFolderOp::LoadBuffer(const std::vector<int64_t> &keys, std::unique_p
 }
 
 void ImageFolderOp::Print(std::ostream &out, bool show_all) const {
-  DatasetOp::Print(out, show_all);
-  out << "\nnumber of parallel workers:" << num_workers_ << "\nNumber of rows:" << num_rows_
-      << "\nImageFolder Directory: " << folder_path_ << "\n-------------------------\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <ImageFolderOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nNumber of rows:" << num_rows_ << "\nImageFolder directory: " << folder_path_ << "\n\n";
+  }
 }
 
 // Reset Sampler and wakeup Master thread (functor)
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/manifest_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/manifest_op.cc
index ab0c012416..fb47274aae 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/manifest_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/manifest_op.cc
@@ -17,6 +17,7 @@
 
 #include <algorithm>
 #include <fstream>
+#include <iomanip>
 #include <nlohmann/json.hpp>
 
 #include "common/utils.h"
@@ -239,9 +240,19 @@ Status ManifestOp::LoadBuffer(const std::vector<int64_t> &keys, std::unique_ptr<
 }
 
 void ManifestOp::Print(std::ostream &out, bool show_all) const {
-  DatasetOp::Print(out, show_all);
-  out << "\nnumber of parallel workers:" << num_workers_ << "\nNumber of rows:" << num_rows_
-      << "\nManifest file: " << file_ << "\n-------------------------\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <ManifestOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nNumber of rows:" << num_rows_ << "\nManifest file: " << file_ << "\n\n";
+  }
 }
 
 // Reset Sampler and wakeup Master thread (functor)
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/mindrecord_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/mindrecord_op.cc
index 72dee6f2e6..c8bbf0e3c4 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/mindrecord_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/mindrecord_op.cc
@@ -17,6 +17,7 @@
 
 #include <algorithm>
 #include <cstdint>
+#include <iomanip>
 #include <limits>
 #include <utility>
 
@@ -179,18 +180,21 @@ MindRecordOp::~MindRecordOp() {}
 
 // A print method typically used for debugging
 void MindRecordOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  ParallelOp::Print(out, show_all);
-
-  // Then display our own stuff
-  out << "\nMindRecordOp:";
-  out << "\n  1 Dataset file                : " << dataset_file_;
-  out << "\n  Number of rows                : " << num_rows_;
-  out << "\n  Rows per buffer               : " << rows_per_buffer_;
-  out << "\n  Number of buffers             : " << buffers_needed_;
-  out << "\n  Number of ShardReader workers : " << num_mind_record_workers_;
-
-  out << "\n\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <MindRecordOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\n1 Dataset file : " << dataset_file_ << "\nNumber of rows : " << num_rows_
+        << "\nRows per buffer : " << rows_per_buffer_ << "\nNumber of buffers : " << buffers_needed_
+        << "\nNumber of ShardReader workers : " << num_mind_record_workers_ << "\n\n";
+  }
 }
 
 template <typename T>
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/mnist_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/mnist_op.cc
index fbf041e985..33aca001e9 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/mnist_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/mnist_op.cc
@@ -16,7 +16,7 @@
 #include "dataset/engine/datasetops/source/mnist_op.h"
 
 #include <fstream>
-
+#include <iomanip>
 #include "common/utils.h"
 #include "dataset/core/config_manager.h"
 #include "dataset/core/tensor_shape.h"
@@ -190,9 +190,19 @@ Status MnistOp::LoadBuffer(const std::vector<int64_t> &keys, std::unique_ptr<Dat
 }
 
 void MnistOp::Print(std::ostream &out, bool show_all) const {
-  DatasetOp::Print(out, show_all);
-  out << "\nnumber of parallel workers:" << num_workers_ << "\nNumber of rows:" << num_rows_
-      << "\nMNIST Directory: " << folder_path_ << "\n-------------------------\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <MnistOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nNumber of rows:" << num_rows_ << "\nMNIST Directory: " << folder_path_ << "\n\n";
+  }
 }
 
 // Reset Sampler and wakeup Master thread (functor)
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/storage_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/storage_op.cc
index 2ca957ae6d..f310a097ee 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/storage_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/storage_op.cc
@@ -23,6 +23,7 @@
 #include <chrono>
 #include <cstdint>
 #include <fstream>
+#include <iomanip>
 #include <iostream>
 #include <memory>
 #include <mutex>
@@ -319,31 +320,18 @@ StorageOp::~StorageOp() {}
 
 // A print method typically used for debugging
 void StorageOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  ParallelOp::Print(out, show_all);
-
-  // Then display our own stuff
-  out << "\nStorageOp:";
-  out << "\n  Dataset files dir : " << dataset_files_dir_ << "\n  Dataset schema file    : " << schema_file_;
-  if (!dataset_file_list_.empty()) {
-    out << "\n  Dataset Files List:\n";
-    for (auto filename : dataset_file_list_) {
-      out << "      " << filename << "\n";
-    }
-  }
-  out << "\n\n";
-  if (!data_buffers_.empty()) {
-    out << std::boolalpha << "  Number of DataBuffers inside StorageOp: " << data_buffers_.size()
-        << "\n  Number of rows: " << num_rows_ << "\n  Rows per buffer: " << rows_per_buffer_ << "\n\n  DataBuffers:\n";
-
-    // Iterate over each DataBuffer and display the buffer id and the buffer
-    int32_t i = 0;
-    for (i = 0; i < data_buffers_.size(); i++) {
-      out << "  " << i << ")\n";
-      data_buffers_[i]->Print(out, show_all);
-    }
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <StorageOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
   } else {
-    out << "DataCache is empty!\n";
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nDetailed operator printing has not been implemented for this op.\n\n";
   }
 }
 
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/text_file_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/text_file_op.cc
index 8ab186761e..ac14f3261e 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/text_file_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/text_file_op.cc
@@ -16,6 +16,7 @@
 
 #include <algorithm>
 #include <fstream>
+#include <iomanip>
 #include <memory>
 #include <string>
 #include <utility>
@@ -90,6 +91,30 @@ TextFileOp::TextFileOp(int32_t num_workers, int64_t rows_per_buffer, int64_t num
   worker_connector_size_ = worker_connector_size;
 }
 
+// A print method typically used for debugging
+void TextFileOp::Print(std::ostream &out, bool show_all) const {
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <TextFileOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nRows per buffer: " << rows_per_buffer_ << "\nSample count: " << num_samples_
+        << "\nDevice id: " << device_id_ << "\nNumber of devices: " << num_devices_
+        << "\nShuffle files: " << ((shuffle_files_) ? "yes" : "no") << "\nText files list:\n";
+    for (int i = 0; i < text_files_list_.size(); ++i) {
+      out << " " << text_files_list_[i];
+    }
+    out << "\nData Schema:\n";
+    out << *data_schema_ << "\n\n";
+  }
+}
+
 Status TextFileOp::Init() {
   RETURN_IF_NOT_OK(filename_index_->insert(text_files_list_));
 
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/text_file_op.h b/mindspore/ccsrc/dataset/engine/datasetops/source/text_file_op.h
index 49f224ffc3..305b2596fa 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/text_file_op.h
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/text_file_op.h
@@ -144,6 +144,11 @@ class TextFileOp : public ParallelOp {
   // Default destructor
   ~TextFileOp() = default;
 
+  // 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
+  void Print(std::ostream &out, bool show_all) const override;
+
   // Instantiates the internal queues and connectors
   // @return Status - the error code returned
   Status Init();
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/tf_reader_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/tf_reader_op.cc
index 50c60caa86..e4121bf8f8 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/tf_reader_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/tf_reader_op.cc
@@ -18,6 +18,7 @@
 #include <cmath>
 #include <condition_variable>
 #include <future>
+#include <iomanip>
 #include <memory>
 #include <mutex>
 #include <utility>
@@ -155,6 +156,36 @@ TFReaderOp::TFReaderOp(int32_t num_workers, int32_t worker_connector_size, int64
   worker_connector_size_ = worker_connector_size;
 }
 
+// A print method typically used for debugging
+void TFReaderOp::Print(std::ostream &out, bool show_all) const {
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <TFReaderOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nRows per buffer: " << rows_per_buffer_ << "\nTotal rows: " << total_rows_ << "\nDevice id: " << device_id_
+        << "\nNumber of devices: " << num_devices_ << "\nShuffle files: " << ((shuffle_files_) ? "yes" : "no")
+        << "\nDataset files list:\n";
+    for (int i = 0; i < dataset_files_list_.size(); ++i) {
+      out << " " << dataset_files_list_[i];
+    }
+    if (!columns_to_load_.empty()) {
+      out << "\nColumns to load:\n";
+      for (int i = 0; i < columns_to_load_.size(); ++i) {
+        out << " " << columns_to_load_[i];
+      }
+    }
+    out << "\nData Schema:\n";
+    out << *data_schema_ << "\n\n";
+  }
+}
+
 Status TFReaderOp::Init() {
   if (data_schema_->Empty()) {
     RETURN_IF_NOT_OK(CreateSchema(dataset_files_list_[0], columns_to_load_));
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/tf_reader_op.h b/mindspore/ccsrc/dataset/engine/datasetops/source/tf_reader_op.h
index 560cff114f..f0f08c7971 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/tf_reader_op.h
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/tf_reader_op.h
@@ -188,6 +188,11 @@ class TFReaderOp : public ParallelOp {
   // Default destructor
   ~TFReaderOp() = default;
 
+  // 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
+  void Print(std::ostream &out, bool show_all) const override;
+
   // Instantiates the internal queues and connectors.
   // @return Status - the error code returned.
   Status Init();
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/source/voc_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/source/voc_op.cc
index e523aa84d6..2befa1a3be 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/source/voc_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/source/voc_op.cc
@@ -16,7 +16,7 @@
 #include "dataset/engine/datasetops/source/voc_op.h"
 
 #include <fstream>
-
+#include <iomanip>
 #include "common/utils.h"
 #include "dataset/core/config_manager.h"
 #include "dataset/core/tensor_shape.h"
@@ -133,9 +133,19 @@ Status VOCOp::operator()() {
 }
 
 void VOCOp::Print(std::ostream &out, bool show_all) const {
-  DatasetOp::Print(out, show_all);
-  out << "\nnumber of parallel workers:" << num_workers_ << "\nNumber of rows:" << num_rows_
-      << "\nVOC Directory: " << folder_path_ << "\n-------------------\n";
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <VOCOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    ParallelOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nNumber of rows: " << num_rows_ << "\nVOC Directory: " << folder_path_ << "\n\n";
+  }
 }
 
 Status VOCOp::Reset() {
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/take_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/take_op.cc
index 5d7df58153..872c4c27c5 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/take_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/take_op.cc
@@ -13,7 +13,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-
+#include <iomanip>
 #include <utility>
 
 #include "common/utils.h"
@@ -47,12 +47,19 @@ TakeOp::TakeOp(int32_t count) : PipelineOp(0), max_takes_(count), take_count_(0)
 
 // A print method typically used for debugging
 void TakeOp::Print(std::ostream &out, bool show_all) const {
-  // Call base class printer first
-  PipelineOp::Print(out, show_all);
-
-  // Then display our own stuff
-  out << "TakeOp:"
-      << "\nCurrent take count: " << take_count_ << "\nMax take count: " << max_takes_;
+  // Always show the id and name as first line regardless if this summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <TakeOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << " [takes: " << max_takes_ << "]\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nTake count: " << take_count_ << "\nMax takes: " << max_takes_ << "\n\n";
+  }
 }
 
 // This function will be call muti times to returns the buffer, when meet required max take count or meet
diff --git a/mindspore/ccsrc/dataset/engine/datasetops/zip_op.cc b/mindspore/ccsrc/dataset/engine/datasetops/zip_op.cc
index ec771740c1..bb8bddcc09 100644
--- a/mindspore/ccsrc/dataset/engine/datasetops/zip_op.cc
+++ b/mindspore/ccsrc/dataset/engine/datasetops/zip_op.cc
@@ -15,6 +15,7 @@
  */
 #include "dataset/engine/datasetops/zip_op.h"
 #include <utility>
+#include <iomanip>
 #include "dataset/core/constants.h"
 #include "dataset/engine/data_buffer.h"
 #include "dataset/engine/db_connector.h"
@@ -224,10 +225,19 @@ Status ZipOp::drainPipeline() {
 // A function that prints info about the Operator
 void ZipOp::Print(std::ostream &out,      // In: The output stream to print to
                   bool show_all) const {  // In: T/F if it should print everything
-  // Call base class printer first
-  PipelineOp::Print(out, show_all);
-  out << "\nZipOp:\n"
-      << "\nDatasets: " << children_num_ << "\n\n";
+  // Always show the id and name as first line regardless if this is summary or detailed print
+  out << "(" << std::setw(2) << operator_id_ << ") <ZipOp>:";
+  if (!show_all) {
+    // Call the super class for displaying any common 1-liner info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal 1-liner info for this op
+    out << "\n";
+  } else {
+    // Call the super class for displaying any common detailed info
+    PipelineOp::Print(out, show_all);
+    // Then show any custom derived-internal stuff
+    out << "\nDatasets: " << children_num_ << "\n\n";
+  }
 }
 
 // overwrite function and handle eof
diff --git a/mindspore/ccsrc/dataset/engine/execution_tree.cc b/mindspore/ccsrc/dataset/engine/execution_tree.cc
index ebfa532195..dbcc201d48 100644
--- a/mindspore/ccsrc/dataset/engine/execution_tree.cc
+++ b/mindspore/ccsrc/dataset/engine/execution_tree.cc
@@ -81,13 +81,29 @@ Status ExecutionTree::AssignRoot(const std::shared_ptr<DatasetOp> &op) {
 }
 
 // A print method typically used for debugging
-void ExecutionTree::Print(std::ostream &out, bool show_all) const {
-  out << "Total number of nodes in the ExecutionTree (may or may not be connected nodes): " << id_count_
-      << "\nTree state: " << static_cast<int>(tree_state_) << "\n";
-  if (root_ != nullptr) {
-    // Just call the printer on the root node.  Each node descends to it's children to print them if
-    // showAll is true.
-    root_->Print(out, show_all);
+void ExecutionTree::Print(std::ostream &out) const {
+  out << "Execution tree summary:\n"
+      << "-----------------------\n";
+  this->PrintNode(out, root_, "", true, false);
+  out << "\nExecution tree operator details:\n"
+      << "--------------------------------\n";
+  this->PrintNode(out, root_, "", true, true);
+}
+
+// A helper functions for doing the recursive printing
+void ExecutionTree::PrintNode(std::ostream &out, const std::shared_ptr<DatasetOp> &dataset_op, std::string indent,
+                              bool last, bool detailed) const {
+  // Decide which printer to use based on detailed arg.
+  if (!detailed) {
+    out << indent << "+- " << *dataset_op;
+    indent += (last ? "    " : "|   ");
+  } else {
+    dataset_op->Print(out, detailed);
+  }
+
+  // Descend to children
+  for (int32_t i = 0; i < dataset_op->child_.size(); ++i) {
+    this->PrintNode(out, dataset_op->child_[i], indent, (i == (dataset_op->child_.size() - 1)), detailed);
   }
 }
 
@@ -100,6 +116,9 @@ Status ExecutionTree::Launch() {
       " Expected state: " + std::to_string(static_cast<int>(kDeTStateReady));
     RETURN_STATUS_UNEXPECTED(err_msg);
   }
+  std::ostringstream ss;
+  ss << *this;
+  MS_LOG(INFO) << "Printing the tree before launch tasks:\n" << ss.str();
   for (auto itr = this->begin(); itr != this->end(); ++itr) {
     // An inlined operator is one that has an output connector size of 0, and it does not
     // require a thread to execute.  Instead, the work of this operator is executed inlined
diff --git a/mindspore/ccsrc/dataset/engine/execution_tree.h b/mindspore/ccsrc/dataset/engine/execution_tree.h
index 0f6cdfc165..838eb3a014 100644
--- a/mindspore/ccsrc/dataset/engine/execution_tree.h
+++ b/mindspore/ccsrc/dataset/engine/execution_tree.h
@@ -19,6 +19,7 @@
 #include <functional>
 #include <memory>
 #include <stack>
+#include <string>
 #include <vector>
 #include "dataset/engine/datasetops/dataset_op.h"
 #include "dataset/util/status.h"
@@ -114,8 +115,7 @@ class ExecutionTree {
 
   // 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
-  void Print(std::ostream &out, bool show_all) const;
+  void Print(std::ostream &out) const;
 
   // Returns an iterator positioned at the start
   // @return Iterator - The iterator
@@ -133,7 +133,7 @@ class ExecutionTree {
   // @param exe_tree - reference to the execution tree to display
   // @return - the output stream must be returned
   friend std::ostream &operator<<(std::ostream &out, ExecutionTree &exe_tree) {
-    exe_tree.Print(out, false);
+    exe_tree.Print(out);
     return out;
   }
 
@@ -178,6 +178,14 @@ class ExecutionTree {
   TaskGroup *AllTasks() const { return tg_.get(); }
 
  private:
+  // A helper functions for doing the recursive printing
+  // @param dataset_op - The dataset op to print
+  // @param indent - an indent string for aligning child levels in output
+  // @param last - an indicator if it's the last child or not
+  // @param detailed - should it display the detailed node output or the summary line
+  void PrintNode(std::ostream &out, const std::shared_ptr<DatasetOp> &dataset_op, std::string indent, bool last,
+                 bool detailed) const;
+
   std::unique_ptr<TaskGroup> tg_;                        // Class for worker management
   std::shared_ptr<DatasetOp> root_;                      // The root node of the tree
   int32_t id_count_;                                     // Counter for generating operator id's