[to #42373878] refactor maaslib to modelscope

1.  refactor maaslib to modelscope
2.  fix UT error
3.  support pipeline which does not register default model

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8988388

.dev_scripts/build_docs.sh

@@ -4,5 +4,5 @@ rm -rf build
 
 # update api rst
 #rm -rf source/api/
-#sphinx-apidoc --module-first -o source/api/ ../maas_lib/
+#sphinx-apidoc --module-first -o source/api/ ../modelscope/
 make html

.dev_scripts/linter.sh

@@ -1,3 +1,3 @@
-yapf -r -i maas_lib/ configs/ tests/ setup.py
+yapf -r -i modelscope/ configs/ tests/ setup.py
-isort -rc maas_lib/ configs/ tests/ setup.py
+isort -rc modelscope/ configs/ tests/ setup.py
-flake8 maas_lib/ configs/ tests/ setup.py
+flake8 modelscope/ configs/ tests/ setup.py

LICENSE

@@ -1,4 +1,4 @@
-Copyright 2022-2023 Alibaba MaaS. All rights reserved.
+Copyright 2022-2023 Alibaba ModelScope. All rights reserved.
 
                                  Apache License
                            Version 2.0, January 2004
@@ -188,7 +188,7 @@ Copyright 2022-2023 Alibaba MaaS. All rights reserved.
       same "printed page" as the copyright notice for easier
       identification within third-party archives.
 
-   Copyright 2020-2022 Alibaba MaaS.
+   Copyright 2020-2022 Alibaba ModelScope.
 
    Licensed under the Apache License, Version 2.0 (the "License");
    you may not use this file except in compliance with the License.

MANIFEST.in

@@ -1 +1 @@
-recursive-include maas_lib/configs *.py
+recursive-include modelscope/configs *.py

README.md

@@ -1,6 +1,6 @@
 # Introduction
 
-MaaS library is targeted to support training, evaluation and inference for the state of the art models provided by Mind and further support third-party models provided by users outside alibaba.
+ModelScope library is targeted to support training, evaluation and inference for the state of the art models provided by Mind and further support third-party models provided by users outside alibaba.
 
 # Design doc
 

configs/README.md

@@ -1 +1 @@
-This folder will host example configs for each model supported by maas_lib.
+This folder will host example configs for each model supported by modelscope.

docs/source/api/maas_lib.fileio.format.rst

@@ -1,34 +0,0 @@
-maas\_lib.fileio.format package
-===============================
-
-.. automodule:: maas_lib.fileio.format
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Submodules
-----------
-
-maas\_lib.fileio.format.base module
------------------------------------
-
-.. automodule:: maas_lib.fileio.format.base
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.fileio.format.json module
------------------------------------
-
-.. automodule:: maas_lib.fileio.format.json
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.fileio.format.yaml module
------------------------------------
-
-.. automodule:: maas_lib.fileio.format.yaml
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.fileio.rst

@@ -1,34 +0,0 @@
-maas\_lib.fileio package
-========================
-
-.. automodule:: maas_lib.fileio
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Subpackages
------------
-
-.. toctree::
-   :maxdepth: 4
-
-   maas_lib.fileio.format
-
-Submodules
-----------
-
-maas\_lib.fileio.file module
-----------------------------
-
-.. automodule:: maas_lib.fileio.file
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.fileio.io module
---------------------------
-
-.. automodule:: maas_lib.fileio.io
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.models.nlp.rst

@@ -1,18 +0,0 @@
-maas\_lib.models.nlp package
-============================
-
-.. automodule:: maas_lib.models.nlp
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Submodules
-----------
-
-maas\_lib.models.nlp.sequence\_classification\_model module
------------------------------------------------------------
-
-.. automodule:: maas_lib.models.nlp.sequence_classification_model
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.models.rst

@@ -1,34 +0,0 @@
-maas\_lib.models package
-========================
-
-.. automodule:: maas_lib.models
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Subpackages
------------
-
-.. toctree::
-   :maxdepth: 4
-
-   maas_lib.models.nlp
-
-Submodules
-----------
-
-maas\_lib.models.base module
-----------------------------
-
-.. automodule:: maas_lib.models.base
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.models.builder module
--------------------------------
-
-.. automodule:: maas_lib.models.builder
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.pipelines.audio.rst

@@ -1,7 +0,0 @@
-maas\_lib.pipelines.audio package
-=================================
-
-.. automodule:: maas_lib.pipelines.audio
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.pipelines.cv.rst

@@ -1,18 +0,0 @@
-maas\_lib.pipelines.cv package
-==============================
-
-.. automodule:: maas_lib.pipelines.cv
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Submodules
-----------
-
-maas\_lib.pipelines.cv.image\_matting module
---------------------------------------------
-
-.. automodule:: maas_lib.pipelines.cv.image_matting
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.pipelines.multi_modal.rst

@@ -1,7 +0,0 @@
-maas\_lib.pipelines.multi\_modal package
-========================================
-
-.. automodule:: maas_lib.pipelines.multi_modal
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.preprocessors.rst

@@ -1,50 +0,0 @@
-maas\_lib.preprocessors package
-===============================
-
-.. automodule:: maas_lib.preprocessors
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Submodules
-----------
-
-maas\_lib.preprocessors.base module
------------------------------------
-
-.. automodule:: maas_lib.preprocessors.base
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.preprocessors.builder module
---------------------------------------
-
-.. automodule:: maas_lib.preprocessors.builder
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.preprocessors.common module
--------------------------------------
-
-.. automodule:: maas_lib.preprocessors.common
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.preprocessors.image module
-------------------------------------
-
-.. automodule:: maas_lib.preprocessors.image
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.preprocessors.nlp module
-----------------------------------
-
-.. automodule:: maas_lib.preprocessors.nlp
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.rst

@@ -1,30 +0,0 @@
-maas\_lib package
-=================
-
-.. automodule:: maas_lib
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Subpackages
------------
-
-.. toctree::
-   :maxdepth: 4
-
-   maas_lib.fileio
-   maas_lib.models
-   maas_lib.pipelines
-   maas_lib.preprocessors
-   maas_lib.utils
-
-Submodules
-----------
-
-maas\_lib.version module
-------------------------
-
-.. automodule:: maas_lib.version
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.trainers.nlp.rst

@@ -1,18 +0,0 @@
-maas\_lib.trainers.nlp package
-==============================
-
-.. automodule:: maas_lib.trainers.nlp
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Submodules
-----------
-
-maas\_lib.trainers.nlp.sequence\_classification\_trainer module
----------------------------------------------------------------
-
-.. automodule:: maas_lib.trainers.nlp.sequence_classification_trainer
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.trainers.rst

@@ -1,34 +0,0 @@
-maas\_lib.trainers package
-==========================
-
-.. automodule:: maas_lib.trainers
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Subpackages
------------
-
-.. toctree::
-   :maxdepth: 4
-
-   maas_lib.trainers.nlp
-
-Submodules
-----------
-
-maas\_lib.trainers.base module
-------------------------------
-
-.. automodule:: maas_lib.trainers.base
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.trainers.builder module
----------------------------------
-
-.. automodule:: maas_lib.trainers.builder
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/maas_lib.utils.rst

@@ -1,58 +0,0 @@
-maas\_lib.utils package
-=======================
-
-.. automodule:: maas_lib.utils
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-Submodules
-----------
-
-maas\_lib.utils.config module
------------------------------
-
-.. automodule:: maas_lib.utils.config
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.utils.constant module
--------------------------------
-
-.. automodule:: maas_lib.utils.constant
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.utils.logger module
------------------------------
-
-.. automodule:: maas_lib.utils.logger
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.utils.pymod module
-----------------------------
-
-.. automodule:: maas_lib.utils.pymod
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.utils.registry module
--------------------------------
-
-.. automodule:: maas_lib.utils.registry
-   :members:
-   :undoc-members:
-   :show-inheritance:
-
-maas\_lib.utils.type\_assert module
------------------------------------
-
-.. automodule:: maas_lib.utils.type_assert
-   :members:
-   :undoc-members:
-   :show-inheritance:

docs/source/api/modelscope.fileio.format.rst

@@ -0,0 +1,34 @@
+modelscope.fileio.format package
+================================
+
+.. automodule:: modelscope.fileio.format
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.fileio.format.base module
+------------------------------------
+
+.. automodule:: modelscope.fileio.format.base
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.fileio.format.json module
+------------------------------------
+
+.. automodule:: modelscope.fileio.format.json
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.fileio.format.yaml module
+------------------------------------
+
+.. automodule:: modelscope.fileio.format.yaml
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.fileio.rst

@@ -0,0 +1,34 @@
+modelscope.fileio package
+=========================
+
+.. automodule:: modelscope.fileio
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   modelscope.fileio.format
+
+Submodules
+----------
+
+modelscope.fileio.file module
+-----------------------------
+
+.. automodule:: modelscope.fileio.file
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.fileio.io module
+---------------------------
+
+.. automodule:: modelscope.fileio.io
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.models.cv.cartoon.facelib.LK.rst

@@ -0,0 +1,18 @@
+modelscope.models.cv.cartoon.facelib.LK package
+===============================================
+
+.. automodule:: modelscope.models.cv.cartoon.facelib.LK
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.models.cv.cartoon.facelib.LK.lk module
+-------------------------------------------------
+
+.. automodule:: modelscope.models.cv.cartoon.facelib.LK.lk
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.models.cv.cartoon.facelib.rst

@@ -0,0 +1,50 @@
+modelscope.models.cv.cartoon.facelib package
+============================================
+
+.. automodule:: modelscope.models.cv.cartoon.facelib
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   modelscope.models.cv.cartoon.facelib.LK
+
+Submodules
+----------
+
+modelscope.models.cv.cartoon.facelib.config module
+--------------------------------------------------
+
+.. automodule:: modelscope.models.cv.cartoon.facelib.config
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.models.cv.cartoon.facelib.face\_detector module
+----------------------------------------------------------
+
+.. automodule:: modelscope.models.cv.cartoon.facelib.face_detector
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.models.cv.cartoon.facelib.face\_landmark module
+----------------------------------------------------------
+
+.. automodule:: modelscope.models.cv.cartoon.facelib.face_landmark
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.models.cv.cartoon.facelib.facer module
+-------------------------------------------------
+
+.. automodule:: modelscope.models.cv.cartoon.facelib.facer
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.models.cv.cartoon.mtcnn_pytorch.rst

@@ -0,0 +1,15 @@
+modelscope.models.cv.cartoon.mtcnn\_pytorch package
+===================================================
+
+.. automodule:: modelscope.models.cv.cartoon.mtcnn_pytorch
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   modelscope.models.cv.cartoon.mtcnn_pytorch.src

docs/source/api/modelscope.models.cv.cartoon.mtcnn_pytorch.src.rst

@@ -0,0 +1,26 @@
+modelscope.models.cv.cartoon.mtcnn\_pytorch.src package
+=======================================================
+
+.. automodule:: modelscope.models.cv.cartoon.mtcnn_pytorch.src
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.models.cv.cartoon.mtcnn\_pytorch.src.align\_trans module
+-------------------------------------------------------------------
+
+.. automodule:: modelscope.models.cv.cartoon.mtcnn_pytorch.src.align_trans
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.models.cv.cartoon.mtcnn\_pytorch.src.matlab\_cp2tform module
+-----------------------------------------------------------------------
+
+.. automodule:: modelscope.models.cv.cartoon.mtcnn_pytorch.src.matlab_cp2tform
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.models.cv.cartoon.rst

@@ -0,0 +1,27 @@
+modelscope.models.cv.cartoon package
+====================================
+
+.. automodule:: modelscope.models.cv.cartoon
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   modelscope.models.cv.cartoon.facelib
+   modelscope.models.cv.cartoon.mtcnn_pytorch
+
+Submodules
+----------
+
+modelscope.models.cv.cartoon.utils module
+-----------------------------------------
+
+.. automodule:: modelscope.models.cv.cartoon.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.models.cv.rst

@@ -0,0 +1,15 @@
+modelscope.models.cv package
+============================
+
+.. automodule:: modelscope.models.cv
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   modelscope.models.cv.cartoon

docs/source/api/modelscope.models.nlp.rst

@@ -0,0 +1,26 @@
+modelscope.models.nlp package
+=============================
+
+.. automodule:: modelscope.models.nlp
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.models.nlp.sequence\_classification\_model module
+------------------------------------------------------------
+
+.. automodule:: modelscope.models.nlp.sequence_classification_model
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.models.nlp.text\_generation\_model module
+----------------------------------------------------
+
+.. automodule:: modelscope.models.nlp.text_generation_model
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.models.rst

@@ -0,0 +1,35 @@
+modelscope.models package
+=========================
+
+.. automodule:: modelscope.models
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   modelscope.models.cv
+   modelscope.models.nlp
+
+Submodules
+----------
+
+modelscope.models.base module
+-----------------------------
+
+.. automodule:: modelscope.models.base
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.models.builder module
+--------------------------------
+
+.. automodule:: modelscope.models.builder
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.pipelines.audio.rst

@@ -0,0 +1,7 @@
+modelscope.pipelines.audio package
+==================================
+
+.. automodule:: modelscope.pipelines.audio
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.pipelines.cv.rst

@@ -0,0 +1,26 @@
+modelscope.pipelines.cv package
+===============================
+
+.. automodule:: modelscope.pipelines.cv
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.pipelines.cv.image\_cartoon\_pipeline module
+-------------------------------------------------------
+
+.. automodule:: modelscope.pipelines.cv.image_cartoon_pipeline
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.pipelines.cv.image\_matting\_pipeline module
+-------------------------------------------------------
+
+.. automodule:: modelscope.pipelines.cv.image_matting_pipeline
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.pipelines.multi_modal.rst

@@ -0,0 +1,18 @@
+modelscope.pipelines.multi\_modal package
+=========================================
+
+.. automodule:: modelscope.pipelines.multi_modal
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.pipelines.multi\_modal.image\_captioning module
+----------------------------------------------------------
+
+.. automodule:: modelscope.pipelines.multi_modal.image_captioning
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.pipelines.nlp.rst

@@ -0,0 +1,26 @@
+modelscope.pipelines.nlp package
+================================
+
+.. automodule:: modelscope.pipelines.nlp
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.pipelines.nlp.sequence\_classification\_pipeline module
+------------------------------------------------------------------
+
+.. automodule:: modelscope.pipelines.nlp.sequence_classification_pipeline
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.pipelines.nlp.text\_generation\_pipeline module
+----------------------------------------------------------
+
+.. automodule:: modelscope.pipelines.nlp.text_generation_pipeline
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.pipelines.rst

@@ -0,0 +1,53 @@
+modelscope.pipelines package
+============================
+
+.. automodule:: modelscope.pipelines
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   modelscope.pipelines.audio
+   modelscope.pipelines.cv
+   modelscope.pipelines.multi_modal
+   modelscope.pipelines.nlp
+
+Submodules
+----------
+
+modelscope.pipelines.base module
+--------------------------------
+
+.. automodule:: modelscope.pipelines.base
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.pipelines.builder module
+-----------------------------------
+
+.. automodule:: modelscope.pipelines.builder
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.pipelines.default module
+-----------------------------------
+
+.. automodule:: modelscope.pipelines.default
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.pipelines.util module
+--------------------------------
+
+.. automodule:: modelscope.pipelines.util
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.preprocessors.rst

@@ -0,0 +1,50 @@
+modelscope.preprocessors package
+================================
+
+.. automodule:: modelscope.preprocessors
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.preprocessors.base module
+------------------------------------
+
+.. automodule:: modelscope.preprocessors.base
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.preprocessors.builder module
+---------------------------------------
+
+.. automodule:: modelscope.preprocessors.builder
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.preprocessors.common module
+--------------------------------------
+
+.. automodule:: modelscope.preprocessors.common
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.preprocessors.image module
+-------------------------------------
+
+.. automodule:: modelscope.preprocessors.image
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.preprocessors.nlp module
+-----------------------------------
+
+.. automodule:: modelscope.preprocessors.nlp
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.pydatasets.rst

@@ -0,0 +1,18 @@
+modelscope.pydatasets package
+=============================
+
+.. automodule:: modelscope.pydatasets
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.pydatasets.py\_dataset module
+----------------------------------------
+
+.. automodule:: modelscope.pydatasets.py_dataset
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.rst

@@ -0,0 +1,32 @@
+modelscope package
+==================
+
+.. automodule:: modelscope
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Subpackages
+-----------
+
+.. toctree::
+   :maxdepth: 4
+
+   modelscope.fileio
+   modelscope.models
+   modelscope.pipelines
+   modelscope.preprocessors
+   modelscope.pydatasets
+   modelscope.trainers
+   modelscope.utils
+
+Submodules
+----------
+
+modelscope.version module
+-------------------------
+
+.. automodule:: modelscope.version
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modelscope.trainers.nlp.rst

@@ -1,7 +1,7 @@
-maas\_lib.pipelines.nlp package
+modelscope.trainers.nlp package
 ===============================
 
-.. automodule:: maas_lib.pipelines.nlp
+.. automodule:: modelscope.trainers.nlp
    :members:
    :undoc-members:
    :show-inheritance:
@@ -9,10 +9,10 @@ maas\_lib.pipelines.nlp package
 Submodules
 ----------
 
-maas\_lib.pipelines.nlp.sequence\_classification\_pipeline module
+modelscope.trainers.nlp.sequence\_classification\_trainer module
------------------------------------------------------------------
+----------------------------------------------------------------
 
-.. automodule:: maas_lib.pipelines.nlp.sequence_classification_pipeline
+.. automodule:: modelscope.trainers.nlp.sequence_classification_trainer
    :members:
    :undoc-members:
    :show-inheritance:

docs/source/api/modelscope.trainers.rst

@@ -1,7 +1,7 @@
-maas\_lib.pipelines package
+modelscope.trainers package
 ===========================
 
-.. automodule:: maas_lib.pipelines
+.. automodule:: modelscope.trainers
    :members:
    :undoc-members:
    :show-inheritance:
@@ -12,25 +12,23 @@ Subpackages
 .. toctree::
    :maxdepth: 4
 
-   maas_lib.pipelines.cv
+   modelscope.trainers.nlp
-   maas_lib.pipelines.multi_modal
-   maas_lib.pipelines.nlp
 
 Submodules
 ----------
 
-maas\_lib.pipelines.base module
+modelscope.trainers.base module
 -------------------------------
 
-.. automodule:: maas_lib.pipelines.base
+.. automodule:: modelscope.trainers.base
    :members:
    :undoc-members:
    :show-inheritance:
 
-maas\_lib.pipelines.builder module
+modelscope.trainers.builder module
 ----------------------------------
 
-.. automodule:: maas_lib.pipelines.builder
+.. automodule:: modelscope.trainers.builder
    :members:
    :undoc-members:
    :show-inheritance:

docs/source/api/modelscope.utils.rst

@@ -0,0 +1,66 @@
+modelscope.utils package
+========================
+
+.. automodule:: modelscope.utils
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+Submodules
+----------
+
+modelscope.utils.config module
+------------------------------
+
+.. automodule:: modelscope.utils.config
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.utils.constant module
+--------------------------------
+
+.. automodule:: modelscope.utils.constant
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.utils.hub module
+---------------------------
+
+.. automodule:: modelscope.utils.hub
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.utils.logger module
+------------------------------
+
+.. automodule:: modelscope.utils.logger
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.utils.pymod module
+-----------------------------
+
+.. automodule:: modelscope.utils.pymod
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.utils.registry module
+--------------------------------
+
+.. automodule:: modelscope.utils.registry
+   :members:
+   :undoc-members:
+   :show-inheritance:
+
+modelscope.utils.type\_assert module
+------------------------------------
+
+.. automodule:: modelscope.utils.type_assert
+   :members:
+   :undoc-members:
+   :show-inheritance:

docs/source/api/modules.rst

@@ -1,7 +1,7 @@
-maas_lib
+modelscope
-========
+==========
 
 .. toctree::
    :maxdepth: 4
 
-   maas_lib
+   modelscope

docs/source/conf.py

@@ -18,10 +18,10 @@ import sphinx_rtd_theme
 sys.path.insert(0, os.path.abspath('../../'))
 # -- Project information -----------------------------------------------------
 
-project = 'maas_lib'
+project = 'modelscope'
-copyright = '2022-2023, Alibaba MaaS'
+copyright = '2022-2023, Alibaba ModelScope'
-author = 'maas_lib Authors'
+author = 'modelscope Authors'
-version_file = '../../maas_lib/version.py'
+version_file = '../../modelscope/version.py'
 
 
 def get_version():
@@ -88,7 +88,7 @@ html_static_path = ['_static']
 
 # -- Options for HTMLHelp output ---------------------------------------------
 # Output file base name for HTML help builder.
-htmlhelp_basename = 'maas_lib_doc'
+htmlhelp_basename = 'modelscope_doc'
 
 # -- Extension configuration -------------------------------------------------
 # Ignore >>> when copying code

docs/source/index.rst

@@ -1,11 +1,11 @@
-.. maas_lib documentation file,
+.. modelscope documentation file,
    You can adapt this file completely to your liking, but it should at least
    contain the root `toctree` directive.
 
-MaasLib DOCUMENTATION
+ModelScope DOCUMENTATION
 =======================================
 
-MaasLib doc
+ModelScope doc
 
 .. toctree::
    :maxdepth: 2
@@ -30,11 +30,11 @@ MaasLib doc
    :maxdepth: 10
    :caption: API Doc
 
-   api/maas_lib.preprocessors
+   api/modelscope.preprocessors
-   api/maas_lib.models
+   api/modelscope.models
-   api/maas_lib.pipelines
+   api/modelscope.pipelines
-   api/maas_lib.fileio
+   api/modelscope.fileio
-   api/maas_lib.utils
+   api/modelscope.utils
 
 
 Indices and tables

docs/source/quick_start.md

@@ -5,39 +5,39 @@
 
 安装完成后，执行如下命令为maas library创建对应的python环境。
 ```shell
-conda create -n maas python=3.6
+conda create -n modelscope python=3.6
-conda activate maas
+conda activate modelscope
 ```
 检查python和pip命令是否切换到conda环境下。
 ```shell
 which python
-# ~/workspace/anaconda3/envs/maas/bin/python
+# ~/workspace/anaconda3/envs/modelscope/bin/python
 
 which pip
-# ~/workspace/anaconda3/envs/maas/bin/pip
+# ~/workspace/anaconda3/envs/modelscope/bin/pip
 ```
 注： 本项目只支持`python3`环境，请勿使用python2环境。
 
 ## 第三方依赖安装
 
-MaaS Library目前支持tensorflow，pytorch两大深度学习框架进行模型训练、推理， 在Python 3.6+,  Pytorch 1.8+, Tensorflow 2.6上测试可运行，用户可以根据所选模型对应的计算框架进行安装，可以参考如下链接进行安装所需框架:
+ModelScope Library目前支持tensorflow，pytorch两大深度学习框架进行模型训练、推理， 在Python 3.6+,  Pytorch 1.8+, Tensorflow 2.6上测试可运行，用户可以根据所选模型对应的计算框架进行安装，可以参考如下链接进行安装所需框架:
 
 * [Pytorch安装指导](https://pytorch.org/get-started/locally/)
 * [Tensorflow安装指导](https://www.tensorflow.org/install/pip)
 
 
-## MaaS library 安装
+## ModelScope library 安装
 
 注： 如果在安装过程中遇到错误，请前往[常见问题](faq.md)查找解决方案。
 
 ### pip安装
 ```shell
-pip install -r http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/maas.txt
+pip install -r http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/modelscope.txt
 ```
 
 安装成功后，可以执行如下命令进行验证安装是否正确
 ```shell
-python -c "from maas_lib.pipelines import pipeline;print(pipeline('image-matting',model='damo/image-matting-person')('http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/data/test/maas/image_matting/test.png'))"
+python -c "from modelscope.pipelines import pipeline;print(pipeline('image-matting',model='damo/image-matting-person')('http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/data/test/maas/image_matting/test.png'))"
 ```
 
 
@@ -45,11 +45,11 @@ python -c "from maas_lib.pipelines import pipeline;print(pipeline('image-matting
 
 适合本地开发调试使用，修改源码后可以直接执行
 ```shell
-git clone git@gitlab.alibaba-inc.com:Ali-MaaS/MaaS-lib.git maaslib
+git clone git@gitlab.alibaba-inc.com:Ali-MaaS/MaaS-lib.git modelscope
 git fetch origin master
 git checkout master
 
-cd maaslib
+cd modelscope
 
 #安装依赖
 pip install -r requirements.txt
@@ -60,7 +60,7 @@ export PYTHONPATH=`pwd`
 
 安装成功后，可以执行如下命令进行验证安装是否正确
 ```shell
-python -c "from maas_lib.pipelines import pipeline;print(pipeline('image-matting',model='damo/image-matting-person')('http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/data/test/maas/image_matting/test.png'))"
+python -c "from modelscope.pipelines import pipeline;print(pipeline('image-matting',model='damo/image-matting-person')('http://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/data/test/maas/image_matting/test.png'))"
 ```
 
 
@@ -79,8 +79,8 @@ pipeline函数提供了简洁的推理接口，示例如下， 更多pipeline介
 ```python
 import cv2
 import os.path as osp
-from maas_lib.pipelines import pipeline
+from modelscope.pipelines import pipeline
-from maas_lib.utils.constant import Tasks
+from modelscope.utils.constant import Tasks
 
 # 根据任务名创建pipeline
 img_matting = pipeline(Tasks.image_matting, model='damo/image-matting-person')
@@ -99,9 +99,9 @@ print(f'Output written to {osp.abspath("result.png")}')
 ```python
 import cv2
 import os.path as osp
-from maas_lib.pipelines import pipeline
+from modelscope.pipelines import pipeline
-from maas_lib.utils.constant import Tasks
+from modelscope.utils.constant import Tasks
-from maas_lib.pydatasets import PyDataset
+from modelscope.pydatasets import PyDataset
 
 # 使用图像url构建PyDataset，此处也可通过 input_location = '/dir/to/images' 来使用本地文件夹
 input_location = [

docs/source/tutorials/pipeline.md

@@ -19,7 +19,7 @@
 1. pipeline函数支持指定特定任务名称，加载任务默认模型，创建对应Pipeline对象
    执行如下python代码
    ```python
-   >>> from maas_lib.pipelines import pipeline
+   >>> from modelscope.pipelines import pipeline
    >>> img_matting = pipeline(task='image-matting', model='damo/image-matting-person')
    ```
 
@@ -65,8 +65,8 @@ wget https://atp-modelzoo-sh.oss-cn-shanghai.aliyuncs.com/release/easynlp_modelz
 
 创建tokenizer和模型
 ```python
->>> from maas_lib.models import Model
+>>> from modelscope.models import Model
->>> from maas_lib.preprocessors import SequenceClassificationPreprocessor
+>>> from modelscope.preprocessors import SequenceClassificationPreprocessor
 >>> model = Model.from_pretrained('damo/bert-base-sst2')
 >>> tokenizer = SequenceClassificationPreprocessor(
             model.model_dir, first_sequence='sentence', second_sequence=None)
@@ -74,7 +74,7 @@ wget https://atp-modelzoo-sh.oss-cn-shanghai.aliyuncs.com/release/easynlp_modelz
 
 使用tokenizer和模型对象创建pipeline
 ```python
->>> from maas_lib.pipelines import pipeline
+>>> from modelscope.pipelines import pipeline
 >>> semantic_cls = pipeline('text-classification', model=model,   preprocessor=tokenizer)
 >>> semantic_cls("Hello world!")
 ```

maas_lib/pipelines/default.py

@@ -1,48 +0,0 @@
-# Copyright (c) Alibaba, Inc. and its affiliates.
-
-from maas_lib.utils.constant import Tasks
-
-DEFAULT_MODEL_FOR_PIPELINE = {
-    # TaskName: (pipeline_module_name, model_repo)
-    Tasks.image_matting: ('image-matting', 'damo/image-matting-person'),
-    Tasks.text_classification:
-    ('bert-sentiment-analysis', 'damo/bert-base-sst2'),
-    Tasks.text_generation: ('palm', 'damo/nlp_palm_text-generation_chinese'),
-    Tasks.image_captioning: ('ofa', None),
-}
-
-
-def add_default_pipeline_info(task: str,
-                              model_name: str,
-                              modelhub_name: str = None,
-                              overwrite: bool = False):
-    """ Add default model for a task.
-
-    Args:
-        task (str): task name.
-        model_name (str): model_name.
-        modelhub_name (str): name for default modelhub.
-        overwrite (bool): overwrite default info.
-    """
-    if not overwrite:
-        assert task not in DEFAULT_MODEL_FOR_PIPELINE, \
-            f'task {task} already has default model.'
-
-    DEFAULT_MODEL_FOR_PIPELINE[task] = (model_name, modelhub_name)
-
-
-def get_default_pipeline_info(task):
-    """ Get default info for certain task.
-
-    Args:
-        task (str): task name.
-
-    Return:
-        A tuple: first element is pipeline name(model_name), second element
-            is modelhub name.
-    """
-    assert task in DEFAULT_MODEL_FOR_PIPELINE, \
-        f'No default pipeline is registered for Task {task}'
-
-    pipeline_name, default_model = DEFAULT_MODEL_FOR_PIPELINE[task]
-    return pipeline_name, default_model

modelscope/models/base.py

@@ -7,10 +7,10 @@ from typing import Dict, List, Tuple, Union
 from maas_hub.file_download import model_file_download
 from maas_hub.snapshot_download import snapshot_download
 
-from maas_lib.models.builder import build_model
+from modelscope.models.builder import build_model
-from maas_lib.utils.config import Config
+from modelscope.utils.config import Config
-from maas_lib.utils.constant import CONFIGFILE
+from modelscope.utils.constant import CONFIGFILE
-from maas_lib.utils.hub import get_model_cache_dir
+from modelscope.utils.hub import get_model_cache_dir
 
 Tensor = Union['torch.Tensor', 'tf.Tensor']
 

modelscope/models/builder.py

@@ -1,7 +1,7 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
 
-from maas_lib.utils.config import ConfigDict
+from modelscope.utils.config import ConfigDict
-from maas_lib.utils.registry import Registry, build_from_cfg
+from modelscope.utils.registry import Registry, build_from_cfg
 
 MODELS = Registry('models')
 

modelscope/models/nlp/sequence_classification_model.py

@@ -2,7 +2,7 @@ from typing import Any, Dict
 
 import numpy as np
 
-from maas_lib.utils.constant import Tasks
+from modelscope.utils.constant import Tasks
 from ..base import Model
 from ..builder import MODELS
 

modelscope/models/nlp/text_generation_model.py

@@ -1,6 +1,6 @@
 from typing import Any, Dict
 
-from maas_lib.utils.constant import Tasks
+from modelscope.utils.constant import Tasks
 from ..base import Model, Tensor
 from ..builder import MODELS
 

modelscope/pipelines/base.py

@@ -6,11 +6,11 @@ from typing import Any, Dict, Generator, List, Union
 
 from maas_hub.snapshot_download import snapshot_download
 
-from maas_lib.models.base import Model
+from modelscope.models.base import Model
-from maas_lib.preprocessors import Preprocessor
+from modelscope.preprocessors import Preprocessor
-from maas_lib.pydatasets import PyDataset
+from modelscope.pydatasets import PyDataset
-from maas_lib.utils.config import Config
+from modelscope.utils.config import Config
-from maas_lib.utils.hub import get_model_cache_dir
+from modelscope.utils.hub import get_model_cache_dir
 from .util import is_model_name
 
 Tensor = Union['torch.Tensor', 'tf.Tensor']
@@ -75,7 +75,7 @@ class Pipeline(ABC):
     def __call__(self, input: Union[Input, List[Input]], *args,
                  **post_kwargs) -> Union[Dict[str, Any], Generator]:
         # model provider should leave it as it is
-        # maas library developer will handle this function
+        # modelscope library developer will handle this function
 
         # simple showcase, need to support iterator type for both tensorflow and pytorch
         # input_dict = self._handle_input(input)

modelscope/pipelines/builder.py

@@ -6,16 +6,26 @@ from typing import Union
 import json
 from maas_hub.file_download import model_file_download
 
-from maas_lib.models.base import Model
+from modelscope.models.base import Model
-from maas_lib.utils.config import Config, ConfigDict
+from modelscope.utils.config import Config, ConfigDict
-from maas_lib.utils.constant import CONFIGFILE, Tasks
+from modelscope.utils.constant import CONFIGFILE, Tasks
-from maas_lib.utils.registry import Registry, build_from_cfg
+from modelscope.utils.registry import Registry, build_from_cfg
 from .base import Pipeline
-from .default import DEFAULT_MODEL_FOR_PIPELINE, get_default_pipeline_info
 from .util import is_model_name
 
 PIPELINES = Registry('pipelines')
 
+DEFAULT_MODEL_FOR_PIPELINE = {
+    # TaskName: (pipeline_module_name, model_repo)
+    Tasks.image_matting: ('image-matting', 'damo/image-matting-person'),
+    Tasks.text_classification:
+    ('bert-sentiment-analysis', 'damo/bert-base-sst2'),
+    Tasks.text_generation: ('palm', 'damo/nlp_palm_text-generation_chinese'),
+    Tasks.image_captioning: ('ofa', None),
+    Tasks.image_generation:
+    ('cv_unet_person-image-cartoon', 'damo/cv_unet_image-matting_damo'),
+}
+
 
 def build_pipeline(cfg: ConfigDict,
                    task_name: str = None,
@@ -84,3 +94,42 @@ def pipeline(task: str = None,
         cfg.preprocessor = preprocessor
 
     return build_pipeline(cfg, task_name=task)
+
+
+def add_default_pipeline_info(task: str,
+                              model_name: str,
+                              modelhub_name: str = None,
+                              overwrite: bool = False):
+    """ Add default model for a task.
+
+    Args:
+        task (str): task name.
+        model_name (str): model_name.
+        modelhub_name (str): name for default modelhub.
+        overwrite (bool): overwrite default info.
+    """
+    if not overwrite:
+        assert task not in DEFAULT_MODEL_FOR_PIPELINE, \
+            f'task {task} already has default model.'
+
+    DEFAULT_MODEL_FOR_PIPELINE[task] = (model_name, modelhub_name)
+
+
+def get_default_pipeline_info(task):
+    """ Get default info for certain task.
+
+    Args:
+        task (str): task name.
+
+    Return:
+        A tuple: first element is pipeline name(model_name), second element
+            is modelhub name.
+    """
+
+    if task not in DEFAULT_MODEL_FOR_PIPELINE:
+        # support pipeline which does not register default model
+        pipeline_name = list(PIPELINES.modules[task].keys())[0]
+        default_model = None
+    else:
+        pipeline_name, default_model = DEFAULT_MODEL_FOR_PIPELINE[task]
+    return pipeline_name, default_model

modelscope/pipelines/cv/image_cartoon_pipeline.py

@@ -6,14 +6,14 @@ import numpy as np
 import PIL
 import tensorflow as tf
 
-from maas_lib.models.cv.cartoon.facelib.facer import FaceAna
+from modelscope.models.cv.cartoon.facelib.facer import FaceAna
-from maas_lib.models.cv.cartoon.mtcnn_pytorch.src.align_trans import (
+from modelscope.models.cv.cartoon.mtcnn_pytorch.src.align_trans import (
     get_reference_facial_points, warp_and_crop_face)
-from maas_lib.models.cv.cartoon.utils import get_f5p, padTo16x, resize_size
+from modelscope.models.cv.cartoon.utils import get_f5p, padTo16x, resize_size
-from maas_lib.pipelines.base import Input
+from modelscope.pipelines.base import Input
-from maas_lib.preprocessors import load_image
+from modelscope.preprocessors import load_image
-from maas_lib.utils.constant import Tasks
+from modelscope.utils.constant import Tasks
-from maas_lib.utils.logger import get_logger
+from modelscope.utils.logger import get_logger
 from ..base import Pipeline
 from ..builder import PIPELINES
 

modelscope/pipelines/cv/image_matting_pipeline.py

@@ -5,10 +5,10 @@ import cv2
 import numpy as np
 import PIL
 
-from maas_lib.pipelines.base import Input
+from modelscope.pipelines.base import Input
-from maas_lib.preprocessors import load_image
+from modelscope.preprocessors import load_image
-from maas_lib.utils.constant import Tasks
+from modelscope.utils.constant import Tasks
-from maas_lib.utils.logger import get_logger
+from modelscope.utils.logger import get_logger
 from ..base import Pipeline
 from ..builder import PIPELINES
 

modelscope/pipelines/multi_modal/image_captioning.py

@@ -4,10 +4,10 @@ import numpy as np
 import torch
 from PIL import Image
 
-from maas_lib.pipelines.base import Input
+from modelscope.pipelines.base import Input
-from maas_lib.preprocessors import load_image
+from modelscope.preprocessors import load_image
-from maas_lib.utils.constant import Tasks
+from modelscope.utils.constant import Tasks
-from maas_lib.utils.logger import get_logger
+from modelscope.utils.logger import get_logger
 from ..base import Pipeline
 from ..builder import PIPELINES
 

modelscope/pipelines/nlp/sequence_classification_pipeline.py

@@ -5,9 +5,9 @@ from typing import Any, Dict, Union
 import json
 import numpy as np
 
-from maas_lib.models.nlp import BertForSequenceClassification
+from modelscope.models.nlp import BertForSequenceClassification
-from maas_lib.preprocessors import SequenceClassificationPreprocessor
+from modelscope.preprocessors import SequenceClassificationPreprocessor
-from maas_lib.utils.constant import Tasks
+from modelscope.utils.constant import Tasks
 from ...models import Model
 from ..base import Input, Pipeline
 from ..builder import PIPELINES

modelscope/pipelines/nlp/text_generation_pipeline.py

@@ -1,9 +1,9 @@
 from typing import Dict, Optional, Union
 
-from maas_lib.models import Model
+from modelscope.models import Model
-from maas_lib.models.nlp import PalmForTextGenerationModel
+from modelscope.models.nlp import PalmForTextGenerationModel
-from maas_lib.preprocessors import TextGenerationPreprocessor
+from modelscope.preprocessors import TextGenerationPreprocessor
-from maas_lib.utils.constant import Tasks
+from modelscope.utils.constant import Tasks
 from ..base import Pipeline, Tensor
 from ..builder import PIPELINES
 

modelscope/pipelines/util.py

@@ -5,7 +5,7 @@ import os.path as osp
 import json
 from maas_hub.file_download import model_file_download
 
-from maas_lib.utils.constant import CONFIGFILE
+from modelscope.utils.constant import CONFIGFILE
 
 
 def is_model_name(model):

modelscope/preprocessors/builder.py

@@ -1,8 +1,8 @@
 # Copyright (c) Alibaba, Inc. and its affiliates.
 
-from maas_lib.utils.config import ConfigDict
+from modelscope.utils.config import ConfigDict
-from maas_lib.utils.constant import Fields
+from modelscope.utils.constant import Fields
-from maas_lib.utils.registry import Registry, build_from_cfg
+from modelscope.utils.registry import Registry, build_from_cfg
 
 PREPROCESSORS = Registry('preprocessors')
 

modelscope/preprocessors/image.py

@@ -4,8 +4,8 @@ from typing import Dict, Union
 
 from PIL import Image, ImageOps
 
-from maas_lib.fileio import File
+from modelscope.fileio import File
-from maas_lib.utils.constant import Fields
+from modelscope.utils.constant import Fields
 from .builder import PREPROCESSORS
 
 

modelscope/preprocessors/nlp.py

@@ -5,8 +5,8 @@ from typing import Any, Dict, Union
 
 from transformers import AutoTokenizer
 
-from maas_lib.utils.constant import Fields, InputFields
+from modelscope.utils.constant import Fields, InputFields
-from maas_lib.utils.type_assert import type_assert
+from modelscope.utils.type_assert import type_assert
 from .base import Preprocessor
 from .builder import PREPROCESSORS
 

modelscope/pydatasets/py_dataset.py

@@ -4,7 +4,7 @@ from typing import (Any, Callable, Dict, List, Mapping, Optional, Sequence,
 
 from datasets import Dataset, load_dataset
 
-from maas_lib.utils.logger import get_logger
+from modelscope.utils.logger import get_logger
 
 logger = get_logger()
 
@@ -52,7 +52,7 @@ class PyDataset:
                                    Mapping[str, Union[str,
                                                       Sequence[str]]]]] = None
     ) -> 'PyDataset':
-        """Load a PyDataset from the MaaS Hub, Hugging Face Hub, urls, or a local dataset.
+        """Load a PyDataset from the ModelScope Hub, Hugging Face Hub, urls, or a local dataset.
             Args:
 
                 path (str): Path or name of the dataset.

modelscope/tools/eval.py

@@ -2,7 +2,7 @@
 
 import argparse
 
-from maas_lib.trainers import build_trainer
+from modelscope.trainers import build_trainer
 
 
 def parse_args():

modelscope/tools/train.py

@@ -2,7 +2,7 @@
 
 import argparse
 
-from maas_lib.trainers import build_trainer
+from modelscope.trainers import build_trainer
 
 
 def parse_args():