*  remove tensorflow numpy from audio requirements
*  add audio requirements to all
* auto set model to eval model for pipeline
*  add audio requirement check hint for easyasr and kwsbp
*  fix docs build error

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9561021

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9410174

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9528871

    * [to #43588165]fix: nlp case github connection broken

限制protobuf版本，修复单元测试有error返回值为0问题
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9510263

    * fix test error is not detected in gate test, protobuf version to (3, 3.21.0)

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9491681

This reverts commit bab28ae3fa.

[依赖收集及列表](https://yuque.antfin.com/docs/share/59d1f42c-e061-4e73-903f-0af053a03627#XXbRB)
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9456258

2022/7/22 更新的 rouge_socre 0.0.7 版本存在 import 报错的问题，暂时将 rouge_score 库版本设置为 <= 0.0.4

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9458816

Palm 模型支持 finetuning

ci 测试迁移新的机器，并且在容器中运行，减小互相干扰的可能
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9427096

    * add docker ci script

将nlp.txt中的en_core_web_sm依赖删除，在代码中下载响应的依赖
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9432253

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9407594

Refactor tts task inputs
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9412937

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9273537

Merge frontend, am and vocoder model card into one model card.
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9303837

* rename name of whl to modelscope
* auto install all requirements when running citest
* auto download dynamic lib for aec pipeline
* fix setup.py  audio extras not set
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9297825

* make audio requirements optional
 * add changelog for version v0.2
 * add numpy constraint for compatibility with tensorflow1.15
 * update faq
 * fix nlp requiring tensorflow
 * add torchvision to multimodal dependency
 * bump version from 0.2.1 to 0.2.2
 * add warning msg when tensorflow is not installed
 
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9268278

添加了，nli，sentiment_classification， dialog_intent, dialog_modeling几个pipeline。同时加入了nlp里面sequence classification一些简单的抽象。
去掉了zero_shot_classification
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9159089

* add self-hosted repo:
* add extra requirements for different field and reduce necessary requirements
* update docker file with so required by audio
* add requirements checker which will be used later when implement lazy import
* remove repeated requirements and replace opencv-python-headless with opencv-python

example usage:
```shell
pip install model_scope[all] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html
pip install model_scope[cv] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html
pip install model_scope[nlp] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html
pip install model_scope[audio] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html
pip install model_scope[multi-modal] -f https://pai-vision-data-hz.oss-cn-zhangjiakou.aliyuncs.com/release/maas/repo.html

```
Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9211383

更新 sofa 到 1.0.4.2 版本，解决 palm 模型无法并行的 bug
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9217921

添加 MPLUG 模型的 visual question answering 任务 pipeline

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9182119

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9178339

    * refactor: move aec models to audio/aec

* refactor: move aec models to audio/aec

* refactor: move aec models to audio/aec

* refactor: move aec models to audio/aec

* feat: add unittest for ANS pipeline

* Merge branch 'master' into dev/ans

* add new SoundFile to audio dependency

* Merge branch 'master' into dev/ans

* use ANS pipeline name from metainfo

* Merge branch 'master' into dev/ans

* chore: update docstring of ANS module

* Merge branch 'master' into dev/ans

* refactor: use names from metainfo

* refactor: enable ans unittest

* refactor: add more log message in unittest

* Fix bugs in ttsfrd which may cause text-to-speech break disappear and upgrade it to version 0.0.2
* other fix to make ut pass

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9069107

* commit 'ace8af92465f7d772f035aebe98967726655f12c':
  [to #42322933] Add cv-action-recongnition-pipeline to maas lib
  [to #42463204]  support Pil.Image for image_captioning_pipeline
  [to #42670107] restore pydataset test
  [to #42322933] add create if not exist and add(back) create model example         Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9130661
  [to #41474818]fix: fix errors in task name definition

# Conflicts:
#	modelscope/pipelines/builder.py
#	modelscope/utils/constant.py

达摩行为识别合入maas lib
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9134444

* 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

Conflicts:
	modelscope/models/nlp/__init__.py
	modelscope/pipelines/builder.py
	modelscope/pipelines/outputs.py
	modelscope/preprocessors/nlp.py
	requirements/nlp.txt

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8967432

* create ocr_detection task

* replace c++ nms with python version

* replace c++ decoder with python version

* add requirements for ocr_detection

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9061073
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9061073

    * [to #41669377] docs and tools refinement and release 

1. add build_doc linter script
2. add sphinx-docs support
3. add development doc and api doc
4. change version to 0.1.0 for the first internal release version

Link: https://code.aone.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8775307

* [to #41669377] add pipeline tutorial and fix bugs 

1. add pipleine tutorial
2. fix bugs when using pipeline with certain model and preprocessor

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8814301

* refine doc

* refine doc

* merge remote release/0.1 and fix conflict

* Merge branch 'release/0.1' into 'nls/tts'

Release/0.1



See merge request !1700968

* [Add] add tts preprocessor without requirements. finish requirements build later

* [Add] add requirements and frd submodule

* [Fix] remove models submodule

* [Add] add am module

* [Update] update am and vocoder

* [Update] remove submodule

* [Update] add models

* [Fix] fix init error

* [Fix] fix bugs with tts pipeline

* merge master

* [Update] merge from master

* remove frd subdmoule and using wheel from oss

* change scripts

* [Fix] fix bugs in am and vocoder

* [Merge] merge from master

* Merge branch 'master' into nls/tts

* [Fix] fix bugs

* [Fix] fix pep8

* Merge branch 'master' into nls/tts

* [Update] remove hparams and import configuration from kwargs

* Merge branch 'master' into nls/tts

* upgrade tf113 to tf115

* Merge branch 'nls/tts' of gitlab.alibaba-inc.com:Ali-MaaS/MaaS-lib into nls/tts

* add multiple versions of ttsfrd

* merge master

* [Fix] fix cr comments

* Merge branch 'master' into nls/tts

* [Fix] fix cr comments 0617

* Merge branch 'master' into nls/tts

* [Fix] remove comment out codes

* [Merge] merge from master

* [Fix] fix crash for incompatible tf and pytorch version, and frd using zip file resource

* Merge branch 'master' into nls/tts

* [Add] add cuda support

接入支持中英文的 Palm2.0 模型，复用 text-generation-pipeline

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9066550

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8973072

    * [to #41669377] docs and tools refinement and release 

1. add build_doc linter script
2. add sphinx-docs support
3. add development doc and api doc
4. change version to 0.1.0 for the first internal release version

Link: https://code.aone.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8775307

* [to #41669377] add pipeline tutorial and fix bugs 

1. add pipleine tutorial
2. fix bugs when using pipeline with certain model and preprocessor

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8814301

* refine doc

* feat: add audio aec pipeline and preprocessor

* feat: add audio aec model classes

* feat: add audio aec loss functions

* refactor:delete no longer used loss function

* [to #42281043] support kwargs in pipeline 
        Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/8949062
* support kwargs in pipeline

* update develop doc with CR instruction

* Merge branch 'release/0.1' into dev/aec

* style: reformat code by pre-commit tools

* feat:support maas_lib pipeline auto downloading model

* test:add aec test case as sample code

* feat:aec pipeline use config from maashub

* feat:aec pipeline use feature parameters from maashub

* update setup.cfg to disable PEP8 rule W503 in flake8 and yapf

* format:fix double quoted strings, indent issues and optimize import

* refactor:extract some constant in aec pipeline

* refactor: delete no longer used  __main__ statement

* chore:change all Chinese comments to English

* fix: change file name style to lower case

* refactor: rename model name

* feat:load C++ .so from LD_LIBRARY_PATH

* feat:register PROPROCESSOR for LinearAECAndFbank

* refactory:move aec process from postprocess() to forward() and update comments

* refactory:add more readable error message when audio sample rate is not 16000

* fix: package maas_lib renamed to modelscope in import statement

* feat: optimize the error message of audio layer classes

* format: delete empty lines

* refactor: rename audio preprocessor and optimize error message

* refactor: change aec model id to damo/speech_dfsmn_aec_psm_16k

* refactor: change sample audio file url to public oss

* Merge branch 'master' into dev/aec

* feat: add output info for aec pipeline

* fix: normalize output audio data to [-1.0, 1.0]

* refactor:use constant from ModelFile

* feat: AEC pipeline can use c++ lib in current working directory and the test will download it

* fix: c++ downloading should work wherever test is triggerd

Link: https://code.alibaba-inc.com/Ali-MaaS/MaaS-lib/codereview/9042850