diff --git a/docs/api/api_python/dataset/mindspore.dataset.api_list_audio.rst b/docs/api/api_python/dataset/mindspore.dataset.api_list_audio.rst
index 682e96f7af7..b729ca15eca 100644
--- a/docs/api/api_python/dataset/mindspore.dataset.api_list_audio.rst
+++ b/docs/api/api_python/dataset/mindspore.dataset.api_list_audio.rst
@@ -72,8 +72,8 @@ Batch（批操作）
     :nosignatures:
     :template: classtemplate.rst
 
-    mindspore.dataset.Dataset.add_sampler
-    mindspore.dataset.Dataset.use_sampler
+    mindspore.dataset.MappableDataset.add_sampler
+    mindspore.dataset.MappableDataset.use_sampler
 
 其他方法
 --------
diff --git a/docs/api/api_python/dataset/mindspore.dataset.api_list_nlp.rst b/docs/api/api_python/dataset/mindspore.dataset.api_list_nlp.rst
index 3dec7938999..d2c72451630 100644
--- a/docs/api/api_python/dataset/mindspore.dataset.api_list_nlp.rst
+++ b/docs/api/api_python/dataset/mindspore.dataset.api_list_nlp.rst
@@ -7,8 +7,6 @@
     :template: classtemplate.rst
 
     mindspore.dataset.Dataset.apply
-    mindspore.dataset.TextBaseDataset.build_sentencepiece_vocab
-    mindspore.dataset.TextBaseDataset.build_vocab
     mindspore.dataset.Dataset.concat
     mindspore.dataset.Dataset.filter
     mindspore.dataset.Dataset.flat_map
@@ -24,6 +22,8 @@
     mindspore.dataset.Dataset.split
     mindspore.dataset.Dataset.take
     mindspore.dataset.Dataset.zip
+    mindspore.dataset.TextBaseDataset.build_sentencepiece_vocab
+    mindspore.dataset.TextBaseDataset.build_vocab
 
 Batch（批操作）
 ------------------------
@@ -74,8 +74,8 @@ Batch（批操作）
     :nosignatures:
     :template: classtemplate.rst
 
-    mindspore.dataset.Dataset.add_sampler
-    mindspore.dataset.Dataset.use_sampler
+    mindspore.dataset.MappableDataset.add_sampler
+    mindspore.dataset.MappableDataset.use_sampler
 
 其他方法
 --------
diff --git a/docs/api/api_python/dataset/mindspore.dataset.api_list_vision.rst b/docs/api/api_python/dataset/mindspore.dataset.api_list_vision.rst
index 682e96f7af7..b729ca15eca 100644
--- a/docs/api/api_python/dataset/mindspore.dataset.api_list_vision.rst
+++ b/docs/api/api_python/dataset/mindspore.dataset.api_list_vision.rst
@@ -72,8 +72,8 @@ Batch（批操作）
     :nosignatures:
     :template: classtemplate.rst
 
-    mindspore.dataset.Dataset.add_sampler
-    mindspore.dataset.Dataset.use_sampler
+    mindspore.dataset.MappableDataset.add_sampler
+    mindspore.dataset.MappableDataset.use_sampler
 
 其他方法
 --------
diff --git a/docs/api/api_python/ops/mindspore.ops.func_batch_norm.rst b/docs/api/api_python/ops/mindspore.ops.func_batch_norm.rst
index 4f28fa5fb59..51770335296 100644
--- a/docs/api/api_python/ops/mindspore.ops.func_batch_norm.rst
+++ b/docs/api/api_python/ops/mindspore.ops.func_batch_norm.rst
@@ -32,7 +32,7 @@ mindspore.ops.batch_norm
         - **eps** (float) - 添加到分母上的值，以确保数值稳定性。默认值：1e-5。
 
     返回：
-        Tensor， 数据类型与shape大小与 `input_x` 相同，其中，shape大小为 :math:`(N, C)` 。
+        Tensor，数据类型与shape大小与 `input_x` 相同，其中，shape大小为 :math:`(N, C)` 。
 
     异常：
         - **TypeError** - `training` 不是bool。
diff --git a/docs/api/api_python/ops/mindspore.ops.func_print_.rst b/docs/api/api_python/ops/mindspore.ops.func_print_.rst
index d8cfd7fb924..03de420c671 100644
--- a/docs/api/api_python/ops/mindspore.ops.func_print_.rst
+++ b/docs/api/api_python/ops/mindspore.ops.func_print_.rst
@@ -1,5 +1,5 @@
-mindspore.ops.print_
-====================
+mindspore.ops.print\_
+=====================
 
 .. py:function:: mindspore.ops.print_(*input_x)
 
diff --git a/docs/api/api_python_en/dataset_list.rst b/docs/api/api_python_en/dataset_list.rst
new file mode 100644
index 00000000000..6f82049c00b
--- /dev/null
+++ b/docs/api/api_python_en/dataset_list.rst
@@ -0,0 +1,330 @@
+.. role:: hidden
+    :class: hidden-section
+
+.. currentmodule:: {{ module }}
+
+{% if objname in ['ArgoverseDataset', 'Caltech101Dataset', 'Caltech256Dataset', 'CelebADataset', 'Cifar100Dataset', 'Cifar10Dataset', 'CityscapesDataset', 'CocoDataset', 'DIV2KDataset', 'EMnistDataset', 'FakeImageDataset', 'FashionMnistDataset', 'FlickrDataset', 'Flowers102Dataset', 'ImageFolderDataset', 'InMemoryGraphDataset', 'KMnistDataset', 'ManifestDataset', 'MnistDataset', 'PhotoTourDataset', 'Places365Dataset', 'QMnistDataset', 'SBDataset', 'SBUDataset', 'SemeionDataset', 'STL10Dataset', 'SVHNDataset', 'USPSDataset', 'VOCDataset', 'WIDERFaceDataset']%}
+
+{{ fullname | underline }}
+
+.. autoclass:: {{ name }}
+
+Pre-processing Operation
+----------------------------
+
+.. autosummary::
+    :toctree: dataset_method/operation
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.apply
+    mindspore.dataset.Dataset.concat
+    mindspore.dataset.Dataset.filter
+    mindspore.dataset.Dataset.flat_map
+    mindspore.dataset.Dataset.map
+    mindspore.dataset.Dataset.project
+    mindspore.dataset.Dataset.rename
+    mindspore.dataset.Dataset.repeat
+    mindspore.dataset.Dataset.reset
+    mindspore.dataset.Dataset.save
+    mindspore.dataset.Dataset.set_dynamic_columns
+    mindspore.dataset.Dataset.shuffle
+    mindspore.dataset.Dataset.skip
+    mindspore.dataset.Dataset.split
+    mindspore.dataset.Dataset.take
+    mindspore.dataset.Dataset.zip
+
+Batch
+------------------------
+
+.. autosummary::
+    :toctree: dataset_method/batch
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.batch
+    mindspore.dataset.Dataset.bucket_batch_by_length
+
+Iterator
+---------
+
+.. autosummary::
+    :toctree: dataset_method/iterator
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.create_dict_iterator
+    mindspore.dataset.Dataset.create_tuple_iterator
+
+Attribute
+----------
+
+.. autosummary::
+    :toctree: dataset_method/attribute
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.dynamic_min_max_shapes
+    mindspore.dataset.Dataset.get_batch_size
+    mindspore.dataset.Dataset.get_class_indexing
+    mindspore.dataset.Dataset.get_col_names
+    mindspore.dataset.Dataset.get_dataset_size
+    mindspore.dataset.Dataset.get_repeat_count
+    mindspore.dataset.Dataset.input_indexs
+    mindspore.dataset.Dataset.num_classes
+    mindspore.dataset.Dataset.output_shapes
+    mindspore.dataset.Dataset.output_types
+
+Apply Sampler
+--------------
+
+.. autosummary::
+    :toctree: dataset_method/sampler
+    :nosignatures:
+
+
+    mindspore.dataset.MappableDataset.add_sampler
+    mindspore.dataset.MappableDataset.use_sampler
+
+Others
+--------
+
+.. autosummary::
+    :toctree: dataset_method/others
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.close_pool
+    mindspore.dataset.Dataset.device_que
+    mindspore.dataset.Dataset.sync_update
+    mindspore.dataset.Dataset.sync_wait
+    mindspore.dataset.Dataset.to_json
+    mindspore.dataset.Dataset.to_device
+
+
+{% elif objname in ['LJSpeechDataset', 'SpeechCommandsDataset', 'TedliumDataset', 'YesNoDataset'] %}
+
+{{ fullname | underline }}
+
+.. autoclass:: {{ name }}
+
+Pre-processing Operation
+-------------------------
+
+.. autosummary::
+    :toctree: dataset_method/operation
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.apply
+    mindspore.dataset.Dataset.concat
+    mindspore.dataset.Dataset.filter
+    mindspore.dataset.Dataset.flat_map
+    mindspore.dataset.Dataset.map
+    mindspore.dataset.Dataset.project
+    mindspore.dataset.Dataset.rename
+    mindspore.dataset.Dataset.repeat
+    mindspore.dataset.Dataset.reset
+    mindspore.dataset.Dataset.save
+    mindspore.dataset.Dataset.set_dynamic_columns
+    mindspore.dataset.Dataset.shuffle
+    mindspore.dataset.Dataset.skip
+    mindspore.dataset.Dataset.split
+    mindspore.dataset.Dataset.take
+    mindspore.dataset.Dataset.zip
+
+Batch
+------------------------
+
+.. autosummary::
+    :toctree: dataset_method/batch
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.batch
+    mindspore.dataset.Dataset.bucket_batch_by_length
+
+Iterator
+---------
+
+.. autosummary::
+    :toctree: dataset_method/iterator
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.create_dict_iterator
+    mindspore.dataset.Dataset.create_tuple_iterator
+
+Attribute
+----------
+
+.. autosummary::
+    :toctree: dataset_method/attribute
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.dynamic_min_max_shapes
+    mindspore.dataset.Dataset.get_batch_size
+    mindspore.dataset.Dataset.get_class_indexing
+    mindspore.dataset.Dataset.get_col_names
+    mindspore.dataset.Dataset.get_dataset_size
+    mindspore.dataset.Dataset.get_repeat_count
+    mindspore.dataset.Dataset.input_indexs
+    mindspore.dataset.Dataset.num_classes
+    mindspore.dataset.Dataset.output_shapes
+    mindspore.dataset.Dataset.output_types
+
+Apply Sampler
+--------------
+
+.. autosummary::
+    :toctree: dataset_method/sampler
+    :nosignatures:
+
+
+    mindspore.dataset.MappableDataset.add_sampler
+    mindspore.dataset.MappableDataset.use_sampler
+
+Others
+--------
+
+.. autosummary::
+    :toctree: dataset_method/others
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.close_pool
+    mindspore.dataset.Dataset.device_que
+    mindspore.dataset.Dataset.sync_update
+    mindspore.dataset.Dataset.sync_wait
+    mindspore.dataset.Dataset.to_json
+    mindspore.dataset.Dataset.to_device
+
+
+{% elif objname in ['AGNewsDataset', 'AmazonReviewDataset', 'CLUEDataset', 'CoNLL2000Dataset', 'CSVDataset', 'DBpediaDataset', 'EnWik9Dataset', 'GeneratorDataset', 'IMDBDataset', 'IWSLT2016Dataset', 'IWSLT2017Dataset', 'MindDataset', 'NumpySlicesDataset', 'OBSMindDataset', 'PaddedDataset', 'PennTreebankDataset', 'RandomDataset', 'SogouNewsDataset', 'TextFileDataset', 'TFRecordDataset', 'UDPOSDataset', 'WikiTextDataset', 'YahooAnswersDataset', 'YelpReviewDataset'] %}
+
+{{ fullname | underline }}
+
+.. autoclass:: {{ name }}
+
+Pre-processing Operation
+-------------------------
+
+.. autosummary::
+    :toctree: dataset_method/operation
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.apply
+    mindspore.dataset.Dataset.concat
+    mindspore.dataset.Dataset.filter
+    mindspore.dataset.Dataset.flat_map
+    mindspore.dataset.Dataset.map
+    mindspore.dataset.Dataset.project
+    mindspore.dataset.Dataset.rename
+    mindspore.dataset.Dataset.repeat
+    mindspore.dataset.Dataset.reset
+    mindspore.dataset.Dataset.save
+    mindspore.dataset.Dataset.set_dynamic_columns
+    mindspore.dataset.Dataset.shuffle
+    mindspore.dataset.Dataset.skip
+    mindspore.dataset.Dataset.split
+    mindspore.dataset.Dataset.take
+    mindspore.dataset.Dataset.zip
+    mindspore.dataset.TextBaseDataset.build_sentencepiece_vocab
+    mindspore.dataset.TextBaseDataset.build_vocab
+
+Batch
+------------------------
+
+.. autosummary::
+    :toctree: dataset_method/batch
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.batch
+    mindspore.dataset.Dataset.bucket_batch_by_length
+
+Iterator
+---------
+
+.. autosummary::
+    :toctree: dataset_method/iterator
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.create_dict_iterator
+    mindspore.dataset.Dataset.create_tuple_iterator
+
+Attribute
+----------
+
+.. autosummary::
+    :toctree: dataset_method/attribute
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.dynamic_min_max_shapes
+    mindspore.dataset.Dataset.get_batch_size
+    mindspore.dataset.Dataset.get_class_indexing
+    mindspore.dataset.Dataset.get_col_names
+    mindspore.dataset.Dataset.get_dataset_size
+    mindspore.dataset.Dataset.get_repeat_count
+    mindspore.dataset.Dataset.input_indexs
+    mindspore.dataset.Dataset.num_classes
+    mindspore.dataset.Dataset.output_shapes
+    mindspore.dataset.Dataset.output_types
+
+Apply Sampler
+--------------
+
+.. autosummary::
+    :toctree: dataset_method/sampler
+    :nosignatures:
+
+
+    mindspore.dataset.MappableDataset.add_sampler
+    mindspore.dataset.MappableDataset.use_sampler
+
+Others
+--------
+
+.. autosummary::
+    :toctree: dataset_method/others
+    :nosignatures:
+
+
+    mindspore.dataset.Dataset.close_pool
+    mindspore.dataset.Dataset.device_que
+    mindspore.dataset.Dataset.sync_update
+    mindspore.dataset.Dataset.sync_wait
+    mindspore.dataset.Dataset.to_json
+    mindspore.dataset.Dataset.to_device
+
+
+{% elif fullname=="mindspore.dataset.WaitedDSCallback" %}
+
+{{ fullname | underline }}
+
+.. autoclass:: {{ name }}
+    :members: sync_epoch_begin, sync_step_begin
+
+{% elif objname[0].istitle() %}
+
+{{ fullname | underline }}
+
+.. autoclass:: {{ name }}
+    :inherited-members:
+    :exclude-members: parse_tree, create_ir_tree, create_runtime_obj
+    :members:
+
+{% else %}
+{{ fullname | underline }}
+
+.. autofunction:: {{ fullname }}
+
+{% endif %}
+
+..
+  autogenerated from _templates/classtemplate.rst
+  note it does not have :inherited-members:
\ No newline at end of file
diff --git a/docs/api/api_python_en/mindspore.dataset.rst b/docs/api/api_python_en/mindspore.dataset.rst
index 565875b221a..d4b7c88c24a 100644
--- a/docs/api/api_python_en/mindspore.dataset.rst
+++ b/docs/api/api_python_en/mindspore.dataset.rst
@@ -9,7 +9,7 @@ Vision
 .. autosummary::
     :toctree: dataset
     :nosignatures:
-    :template: classtemplate_inherited.rst
+    :template: classtemplate_dataset.rst
 
     mindspore.dataset.Caltech101Dataset
     mindspore.dataset.Caltech256Dataset
@@ -46,7 +46,7 @@ Text
 .. autosummary::
     :toctree: dataset
     :nosignatures:
-    :template: classtemplate_inherited.rst
+    :template: classtemplate_dataset.rst
 
     mindspore.dataset.AGNewsDataset
     mindspore.dataset.AmazonReviewDataset
@@ -72,7 +72,7 @@ Audio
 .. autosummary::
     :toctree: dataset
     :nosignatures:
-    :template: classtemplate_inherited.rst
+    :template: classtemplate_dataset.rst
 
     mindspore.dataset.LJSpeechDataset
     mindspore.dataset.SpeechCommandsDataset
@@ -85,7 +85,7 @@ Standard Format
 .. autosummary::
     :toctree: dataset
     :nosignatures:
-    :template: classtemplate_inherited.rst
+    :template: classtemplate_dataset.rst
 
     mindspore.dataset.CSVDataset
     mindspore.dataset.MindDataset
@@ -98,7 +98,7 @@ User Defined
 .. autosummary::
     :toctree: dataset
     :nosignatures:
-    :template: classtemplate_inherited.rst
+    :template: classtemplate_dataset.rst
 
     mindspore.dataset.GeneratorDataset
     mindspore.dataset.NumpySlicesDataset
@@ -111,7 +111,7 @@ Graph
 .. autosummary::
     :toctree: dataset
     :nosignatures:
-    :template: classtemplate_inherited.rst
+    :template: classtemplate_dataset.rst
 
     mindspore.dataset.ArgoverseDataset
     mindspore.dataset.Graph
@@ -140,7 +140,7 @@ Others
 .. autosummary::
     :toctree: dataset
     :nosignatures:
-    :template: classtemplate_inherited.rst
+    :template: classtemplate_dataset.rst
 
     mindspore.dataset.BatchInfo
     mindspore.dataset.DatasetCache
@@ -156,4 +156,3 @@ Others
     mindspore.dataset.show
     mindspore.dataset.sync_wait_for_dataset
     mindspore.dataset.utils.imshow_det_bbox
-    mindspore.dataset.zip