pypi package 'zeno-etl-libs'

Popularity: Low
Description: Zeno ETL Custom library
Installation: pip install zeno-etl-libs
Last version: 1.0.115 (Download)
Homepage: https://bitbucket.org/workcell/etl/src/master/
Size: 543.46 kB
License: MIT

Activity

Last modified: November 23, 2022 11:32 AM (3 days ago)
Versions released in one year: 109
Weekly downloads: 47
04/24/202207/10/202209/25/20220601201802400481216released versions / week
  • Versions released
  • Weekly downloads

Readme

ETL Project

Extract, Transform, Load (ETL). All the scripts (glue and sagemaker) and custom libs.

1. Setup:

  • clone the git project
git clone https://<your-git-user-name>@bitbucket.org/ashishgenerico/etl.git
  • go inside the ./etl/ directory
cd etl
  • Request the zeno_secrets.py file from your fellow team members and paste that file inside secret directory

2. Glue

  • Create python3.6 virtual env and activate
python3 -m venv etl_env
  • Activate the virtual env
source etl_env/bin/activate
  • Install the requirements.txt inside the virtual env
pip install -r requirements.txt 
  • Write your ETL script inside the glue-jobs/src/scripts/<your_script_name>/ folder

3. Sagemaker

  • Create python3.7 (or greater) virtual env and activate
python3 -m venv etl_env
  • Activate the virtual env
source etl_env/bin/activate
  • Install the requirements-ml.txt inside the virtual env
pip install -r requirements-ml.txt 
  • Write your ETL jupyter lab notebooks inside the sagemaker-jobs/src/scripts/<your_script_name>/ folder
  • Refer the demo notebooks inside the sagemaker-jobs/src/scripts/experiments/

4. Deployment

4.1 Glue

  • Add your script details in .\templates\templetes.json file
  • Push your code to bitbucket and raise PR
  • Don't forget to enjoy. 🍺🍺

4.2 Sagemaker

  • If there are changes in zeno_etl_libs custom library then we need to publish it on PyPI
  • Increase the version in setup.py present in etl folder
  • Run the below command to build the package
python setup.py sdist bdist_wheel
  • Run the below command to publish the new version on PyPI
twine upload dist/* --verbose -u kuldeepsingh -p bEmham-6sonke-forcex
  • Add the below command at the start of jupyter notebook
!pip install zeno_etl_libs==new.version.number

5. Troubleshooting

  1. Don't forget to include the custom library folder(./zeno_etl_libs) to the python search path before import zeno_etl_libs it for local development
import sys
sys.path.append('../../../..')
  1. Use conda, if there are any issue while installing the python package or virtual environment creation

6. Rules

  • Follow the proper git flow, given here: here

7. Container image update (for DevOps)

  • Set these options in case of UnicodeEncodeError: 'ascii' codec can't encode characters error
export LC_ALL=en_US.utf-8 && export LANG=en_US.utf-8 && export PYTHONIOENCODING=utf8
  • Delete the code build project container
aws codebuild delete-project --name create-sagemaker-container-env_name-notebook-runner
  • Copy the modified Docker file present at ./extra_dependency/Dockerfile to virtual environment's site package at ./site-packages/sagemaker_run_notebook/container/Dockerfile, basically add these extra command in the file.
RUN apt-get update
RUN pip3 install --upgrade pip
RUN apt-get install -y gcc g++ build-essential python3-dev
  • Update the
run-notebook create-container env_name-notebook-runner --requirements requirements-ml.txt