kou commented on code in PR #45160:
URL: https://github.com/apache/arrow/pull/45160#discussion_r1903248563
##########
docs/source/index.rst:
##########
@@ -115,6 +115,16 @@ Implementations
Rust <https://docs.rs/crate/arrow/>
status
+Tensors
+-------
+
+.. _toc.tensors:
+
+.. toctree::
+ :maxdepth: 2
+
+ <python/api/tensors.rst>
+
Review Comment:
Could you use `docs/source/python/api.rst` not `docs/source/index.rst`?
##########
docs/source/index.rst:
##########
@@ -127,3 +137,4 @@ Examples
Java cookbook <https://arrow.apache.org/cookbook/java/>
Python cookbook <https://arrow.apache.org/cookbook/py/>
R cookbook <https://arrow.apache.org/cookbook/r/>
+
Review Comment:
Could you revert a needless change?
##########
docs/source/python/api/tensors.rst:
##########
@@ -0,0 +1,114 @@
+.. Licensed to the Apache Software Foundation (ASF) under one
+.. or more contributor license agreements. See the NOTICE file
+.. distributed with this work for additional information
+.. regarding copyright ownership. The ASF licenses this file
+.. to you under the Apache License, Version 2.0 (the
+.. "License"); you may not use this file except in compliance
+.. with the License. You may obtain a copy of the License at
+
+.. http://www.apache.org/licenses/LICENSE-2.0
+
+.. Unless required by applicable law or agreed to in writing,
+.. software distributed under the License is distributed on an
+.. "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+.. KIND, either express or implied. See the License for the
+.. specific language governing permissions and limitations
+.. under the License.
+
+.. currentmodule:: pyarrow
+
+.. _api.tensor:
+
+Tensors
+=======
+
+PyArrow supports both dense and sparse tensors. Dense tensors store all data
values explicitly, while sparse tensors represent only the non-zero elements
and their locations, making them efficient for storage and computation.
+
+Dense Tensors
+^^^^^^^^^^^^^
+
+.. autosummary::
+ :toctree: ../generated/
+
+ Tensor
+
+Sparse Tensors
+^^^^^^^^^^^^^
+
+PyArrow supports the following sparse tensor formats:
+
+.. autosummary::
+ :toctree: ../generated/
+
+ SparseCOOTensor
+ SparseCSRMatrix
+ SparseCSCMatrix
+ SparseCSFTensor
+
+"""SparseCOOTensor"""
Review Comment:
```suggestion
SparseCOOTensor
^^^^^^^^^^^^^^^
```
##########
docs/source/python/api/tensors.rst:
##########
@@ -0,0 +1,114 @@
+.. Licensed to the Apache Software Foundation (ASF) under one
+.. or more contributor license agreements. See the NOTICE file
+.. distributed with this work for additional information
+.. regarding copyright ownership. The ASF licenses this file
+.. to you under the Apache License, Version 2.0 (the
+.. "License"); you may not use this file except in compliance
+.. with the License. You may obtain a copy of the License at
+
+.. http://www.apache.org/licenses/LICENSE-2.0
+
+.. Unless required by applicable law or agreed to in writing,
+.. software distributed under the License is distributed on an
+.. "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+.. KIND, either express or implied. See the License for the
+.. specific language governing permissions and limitations
+.. under the License.
+
+.. currentmodule:: pyarrow
+
+.. _api.tensor:
+
+Tensors
+=======
+
+PyArrow supports both dense and sparse tensors. Dense tensors store all data
values explicitly, while sparse tensors represent only the non-zero elements
and their locations, making them efficient for storage and computation.
+
+Dense Tensors
+^^^^^^^^^^^^^
Review Comment:
Could you use `---...` like other file?
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