diff --git a/mindspore/mindrecord/filewriter.py b/mindspore/mindrecord/filewriter.py
index c0a508e2717..af5b3d7345e 100644
--- a/mindspore/mindrecord/filewriter.py
+++ b/mindspore/mindrecord/filewriter.py
@@ -59,7 +59,7 @@ class FileWriter:
         ...          "data": b"\xaf\xafU<\xb8|6\xbd}\xc1\x99[\xeaj+\x8f\x84\xd3\xcc\xa0,i\xbb\xb9-\xcdz\xecp{T\xb1"}]
         >>> writer = FileWriter(file_name="test.mindrecord", shard_num=1)
         >>> writer.add_schema(schema_json, "test_schema")
-        MSRStatus.SUCCESS
+        0
         >>> writer.add_index(indexes)
         MSRStatus.SUCCESS
         >>> writer.write_raw_data(data)
@@ -100,7 +100,7 @@ class FileWriter:
 
     @classmethod
     def open_for_append(cls, file_name):
-        """
+        r"""
         Open MindRecord file and get ready to append data.
 
         Args:
@@ -116,6 +116,17 @@ class FileWriter:
             MRMOpenForAppendError: If failed to open file for appending data.
 
         Examples:
+            >>> from mindspore.mindrecord import FileWriter
+            >>> schema_json = {"file_name": {"type": "string"}, "label": {"type": "int32"}, "data": {"type": "bytes"}}
+            >>> data = [{"file_name": "1.jpg", "label": 0,
+            ...          "data": b"\x10c\xb3w\xa8\xee$o&<q\x8c\x8e(\xa2\x90\x90\x96\xbc\xb1\x1e\xd4QER\x13?\xff"}]
+            >>> writer = FileWriter(file_name="test.mindrecord", shard_num=1)
+            >>> writer.add_schema(schema_json, "test_schema")
+            0
+            >>> writer.write_raw_data(data)
+            MSRStatus.SUCCESS
+            >>> writer.commit()
+            MSRStatus.SUCCESS
             >>> write_append = FileWriter.open_for_append("test.mindrecord")
             >>> write_append.write_raw_data(data)
             MSRStatus.SUCCESS
@@ -317,7 +328,7 @@ class FileWriter:
 
         Examples:
             >>> from mindspore.mindrecord import FileWriter
-            >>> # define writer
+            >>> writer = FileWriter(file_name="test.mindrecord", shard_num=1)
             >>> writer.set_header_size(1 << 25) # 32MB
             MSRStatus.SUCCESS
         """
@@ -343,7 +354,7 @@ class FileWriter:
 
         Examples:
             >>> from mindspore.mindrecord import FileWriter
-            >>> # define writer
+            >>> writer = FileWriter(file_name="test.mindrecord", shard_num=1)
             >>> writer.set_page_size(1 << 26) # 128MB
             MSRStatus.SUCCESS
         """
diff --git a/mindspore/mindrecord/tools/cifar100_to_mr.py b/mindspore/mindrecord/tools/cifar100_to_mr.py
index ca0b814de8e..df4a0fc2469 100644
--- a/mindspore/mindrecord/tools/cifar100_to_mr.py
+++ b/mindspore/mindrecord/tools/cifar100_to_mr.py
@@ -38,6 +38,10 @@ class Cifar100ToMR:
     """
     A class to transform from cifar100 to MindRecord.
 
+    Note:
+        For details about Examples, please refer to `Converting the CIFAR-10 Dataset <https://
+        www.mindspore.cn/docs/programming_guide/en/r1.5/dataset_conversion.html#converting-the-cifar-10-dataset>`_.
+
     Args:
         source (str): the cifar100 directory to be transformed.
         destination (str): the MindRecord file path to transform into.
diff --git a/mindspore/mindrecord/tools/cifar10_to_mr.py b/mindspore/mindrecord/tools/cifar10_to_mr.py
index 961ba4db487..92d971c3c1d 100644
--- a/mindspore/mindrecord/tools/cifar10_to_mr.py
+++ b/mindspore/mindrecord/tools/cifar10_to_mr.py
@@ -38,6 +38,10 @@ class Cifar10ToMR:
     """
     A class to transform from cifar10 to MindRecord.
 
+    Note:
+        For details about Examples, please refer to `Converting the CIFAR-10 Dataset <https://
+        www.mindspore.cn/docs/programming_guide/en/r1.5/dataset_conversion.html#converting-the-cifar-10-dataset>`_.
+
     Args:
         source (str): the cifar10 directory to be transformed.
         destination (str): the MindRecord file path to transform into.
diff --git a/mindspore/mindrecord/tools/csv_to_mr.py b/mindspore/mindrecord/tools/csv_to_mr.py
index 4e573c11482..01468326544 100644
--- a/mindspore/mindrecord/tools/csv_to_mr.py
+++ b/mindspore/mindrecord/tools/csv_to_mr.py
@@ -34,6 +34,10 @@ class CsvToMR:
     """
     A class to transform from csv to MindRecord.
 
+    Note:
+        For details about Examples, please refer to `Converting CSV Dataset <https://
+        www.mindspore.cn/docs/programming_guide/en/r1.5/dataset_conversion.html#converting-csv-dataset>`_.
+
     Args:
         source (str): the file path of csv.
         destination (str): the MindRecord file path to transform into.
diff --git a/mindspore/mindrecord/tools/imagenet_to_mr.py b/mindspore/mindrecord/tools/imagenet_to_mr.py
index d6fcb245dea..4825241b551 100644
--- a/mindspore/mindrecord/tools/imagenet_to_mr.py
+++ b/mindspore/mindrecord/tools/imagenet_to_mr.py
@@ -30,6 +30,10 @@ class ImageNetToMR:
     """
     A class to transform from imagenet to MindRecord.
 
+    Note:
+        For details about Examples, please refer to `Converting the ImageNet Dataset <https://
+        www.mindspore.cn/docs/programming_guide/en/r1.5/dataset_conversion.html#converting-the-imagenet-dataset>`_.
+
     Args:
         map_file (str): the map file that indicates label. The map file content should be like this:
 
diff --git a/mindspore/mindrecord/tools/tfrecord_to_mr.py b/mindspore/mindrecord/tools/tfrecord_to_mr.py
index 0434b0ad330..9f231453f0a 100644
--- a/mindspore/mindrecord/tools/tfrecord_to_mr.py
+++ b/mindspore/mindrecord/tools/tfrecord_to_mr.py
@@ -67,6 +67,10 @@ class TFRecordToMR:
     """
     A class to transform from TFRecord to MindRecord.
 
+    Note:
+        For details about Examples, please refer to `Converting TFRecord Dataset <https://
+        www.mindspore.cn/docs/programming_guide/en/r1.5/dataset_conversion.html#converting-tfrecord-dataset>`_.
+
     Args:
         source (str): the TFRecord file to be transformed.
         destination (str): the MindRecord file path to transform into.