Papers

detail	reference
Refactor Project	https://github.com/kullawattana/refactor_thesis_v1_2022
Chula Thesis	http://cuir.car.chula.ac.th/simple-search?query=BPMN
Conference	https://acisinternational.org/conferences/csii-2022/

Install Python

version	detail	reference
3.9.1	Install for M1 and active : macOS 64-bit universal2 installer	https://www.python.org/downloads/release/python-391/
3.7.0	Recommend for NeuralCoref	https://www.python.org/downloads/release/python-370/

Install environtment for setup library

detail	command
Create Environtment	$ python3 -m venv env
Activate Environtment	$ source env/bin/activate

Install flask to env

detail	command
Flask	$ pip install Flask
SQL	$ pip install Flask-SQLAlchemy
RestFul	$ pip install flask-restful
Environtment	$ pip install python-dotenv
Heroku gunicorn	$ pip install gunicorn
Flask WTF	$ pip install Flask-WTF
WTForms	$ pip install WTForms
pip freeze	$ pip freeze > requirements.txt
Install Requirement	$ pip install -r requirements.txt
Uninstall Requirement	$ pip uninstall -r requirements.txt -y
Deactive Environtment	$ deactivate

Install spacy to env

detail	command
Setuptools Wheel	$ pip install -U pip setuptools wheel
Spacy	$ pip install -U spacy
Spacy 2.1.0 (Recommend for NeuralCoref)	$ pip install spacy==2.1.0
Spacy information package	$ python -m spacy info
Model	$ python -m spacy download en_core_web_sm
Download en	$ python -m spacy download en
Install NeuralCoref (support spacy 2.1.0, python 3.7)	$ pip install neuralcoref
Uninstall NeuralCoref	$ pip uninstall neuralcoref
Uninstall NeuralCoref without binary	$ pip install neuralcoref --no-binary neuralcoref

Install NeuralCoref from Source (support spacy 2.1.0, python 3.7)

• $ python3 -m venv env
• $ source env/bin/activate
• $ git clone https://github.com/huggingface/neuralcoref.git
• $ cd neuralcoref
• $ pip install -r requirements.txt
• $ pip install -e .
• NeuralCoref Ref : https://morioh.com/p/19b916530cb8
• Colab Ref : https://stackoverflow.com/questions/61269954/attribute-error-using-neuralcoref-in-colab

Create Procfile on VS Code and add to file

• web: gunicorn app:app

Homebrew

detail	command
Install Homebrew	$ /bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/master/install.sh)"
Export Path	$ export PATH=/opt/homebrew/bin:$PATH
Test Homebrew	$ brew

Heroku

login and Commit to git

detail	command
Install	$ brew tap heroku/brew && brew install heroku
Heroku Login	$ heroku login
Init	$ git init
Add	$ git add .
Remote	$ heroku git:remote -a chula-nlp-bpmn-v1
Commit	$ git commit -am "make it better"
Push	$ git push heroku master
View Log	$ heroku logs --tail

topic	URL
Set Git remote heroku	https://git.heroku.com/chula-nlp-bpmn.git
Heroku URL	https://chula-nlp-bpmn.herokuapp.com/

Git add

detail	command terminal
Add	$ git add .
Commit	$ git commit -am "make it better"
Push	$ git push heroku master

Python

detail	command terminal
Change python 2 -> python 3	$ alias python=python3
autopep8	$ pip install autopep8
pylint	$ pip install pylint
Check python version	$ brew list

Reference Deployment

topic	reference
DEPLOYING REST-API BASED FLASK APP ON HEROKU PART 1	https://medium.com/@ashiqgiga07/deploying-rest-api-based-flask-app-on-heroku-part-1-cb43a14c50c
DEPLOYING REST-API BASED FLASK APP ON HEROKU PART 2	https://medium.com/@ashiqgiga07/deploying-rest-api-based-flask-app-on-heroku-part-2-54698cf7c96d
DATABASE Example	https://github.com/ashiqks/Flask-Python/tree/master/flask-restful
Git Authentication	https://stackoverflow.com/questions/68775869/support-for-password-authentication-was-removed-please-use-a-personal-access-to