unittest for demo service
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/10006180

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9856286

This reverts commit 4cc0395ac5.

1. task name and output definition: [link](https://alidocs.dingtalk.com/i/nodes/KOEmgBoGwD78vd2bAry3VndLerP9b30a?nav=spaces&navQuery=spaceId%3Dnb9XJNlZxbgrOXyA&iframeQuery=utm_source%3Dportal%26utm_medium%3Dportal_space_file_tree)

2. rearrange task definition and add more outputs definition for tasks

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9585469

1. add trainer doc
2. support local configuration file for trainer
3. update nlp trainer test

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9541239

* fix msdataset
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9436292

    * fix msdataset

co-contributed with 夕陌&雨泓

 * add torch epoch based trainer and dis utils
 * add hooks including optimizer, lrscheduler, logging, checkpoint, evaluation, time profiling
 * add torch mdoel base and test
 * add optimizer and lrscheduler module
 * add sbert for text classification example
 * add task_dataset for dataset-level processor

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9338412

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9300163

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9240440

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9174075

* fix msdataset

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9165402

This reverts commit c8e2e6de0e.

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9155405

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9143809

* pydataset unitest
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9132896

* using get_model to validate hub path 
* support reading pipeline info from configuration file
* add metainfo const
* update model type and pipeline type and fix UT
* relax requimrent for protobuf
* skip two dataset tests due to temporal failure
 
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9118154

合并model hub 代码
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9096493

* pydataset fetch data from datahub
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9060856

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9068994

* add test level support
* update develop doc
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9021354

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9019685

This reverts commit de3ea0db54.

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

1. add default model support
2. fix circular import
3. temporarily skip ofa and palm test which costs too much time

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8981076

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8974892

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8972440

    * [to #42339559] support multiple models

* merge pydataset to the repo
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8955999

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8963687

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8898823

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8868644

* add trainer interface
 * add trainer script
 * add model init support for pipelineadd pipeline tutorial and fix bugs 
 * add text classification evaluation to maas lib 
 * add quickstart and prepare env doc
 * relax requirements for torch and sentencepiece
 * merge release/0.1 and fix conflict
 * modelhub support for model and pipeline

 Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8868339

* add preprocessor module
 * add model base and builder
 * update task constant
 * add load image preprocessor and its dependency
 * add pipeline interface and UT covered
 * support default pipeline for task
 * add image matting pipeline
 * refine nlp tokenize interface
 * add nlp pipeline 
 * fix UT failed
 * add test for Compose

Link: https://code.aone.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8769235

* add preprocessor module

* add test for Compose

* fix citest error

* fix abs class error

* add model base and builder

* update task constant

* add load image preprocessor and its dependency

* add pipeline interface and UT covered

* support default pipeline for task

* refine models and pipeline interface

* add pipeline folder structure

* add image matting pipeline

* refine nlp tokenize interface

* add nlp pipeline 

1.add preprossor model pipeline for nlp text classification
2. add corresponding test

Link: https://code.aone.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8757371

* new nlp pipeline

* format pre-commit code

* update easynlp pipeline

* update model_name for easynlp pipeline; add test for maas_lib/utils/typeassert.py

* update test_typeassert.py

* refactor code

1. rename typeassert to type_assert
2. use lazy import to make easynlp dependency optional
3. refine image matting UT

* fix linter test failed

* update requirements.txt

* fix UT failed

* fix citest script to update requirements