roseline124 / text-multi-label-classifier

multi-label-classifier

vscode lint error

• https://stackoverflow.com/a/51010506
• select 'python interpreter': use linter in virtual env

manage package

• to freeze packages (l option is 'local': freeze only packages installed in virutal env): pip freeze -l > requirements.txt
• to install packages: pip install -r requirements.txt (or use pip3)

run

• run app: uvicorn main:app --reload
• run file: python3 ./classfier/<file_name>.py

module import

• https://stackoverflow.com/questions/4383571/importing-files-from-different-folder

todo

• terminal styling: surpress warnings, colorful logs
• build Dockerfile (for local)
• deploy tagging server
• fetch live target data from db
• use graphql
• refactor

docker

docker with java and python

• docker image build: docker build -t <your-image-name> .
• start container: docker run -d --name <your-container-name> -p 80:80 <your-image-name>
• docker debug: docker logs <container-id>
• docker execute in shell: docker exec it <container-id> sh

you can pull konlpy-fastapi docker image from docker hub.

• pull docker image: docker pull roseline124/konlpy-fastapi
• start container: docker run -d --name <your-container-name> -p 80:80 roseline124/konlpy-fastapi

get live data from db (db engine: postgresql)

• create dataframe after query: pd.read_sql(<sql_statement>, <connection_address>)

*connection_address ex) postgresql://:@/

requirements

• .env
• queries.py

from sqlalchemy import text

get_target_data_doc = text(
  """
  select t.id, t.name from "Table" t
  """
)