crate cookiecutter folder structure
cookiecutter https://github.com/data4sci/data-science-stack-cookiecutter.gitrun just jupyter
docker run -d -p 8888:8888 jupyter/scipy-notebookpřidat examples do běžícího Superset kontejneru
docker exec -it superset superset load_examples- audit docker kontejnerů (2 roky staré video!)
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Streamlit
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Datasette
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Dash
- Dash Documentation & User Guide | Plotly
- Part 2. Layout | Dash for Python Documentation | Plotly
- Dash Enterprise App Gallery
- Dash for Beginners - DataCamp
- The Sweet Spot of Plotly. Why Plotly is a great exploratory tool… | by Moorissa Tjokro | Towards Data Science
Platforms like Tableau, Kibana, and Superset offer features such as dropdown that accept only one data table as an input per graph.
- Streamlit samdobson/streamlit - Docker Hub
- FastAPI tiangolo/uvicorn-gunicorn-fastapi Dockerfile - Docker Hub
- Neo4j neo4j - Docker Hub
- Neo4j Experimental neo4j/neo4j-experimental - Docker Hub
- MongoDB mongo - Docker Hub
- D-Tale man-group/dtale: Visualizer for pandas data structures
Cookiecutter to launch an awesome Data Science toolstack in Docker.
The following table provides an overview about parameter, that are queried by cookiecutter (and why)
| Name | Description | Injected in Services |
|---|---|---|
| project_name | Name of your project | - |
| jupyter_password | Password to protect your Jupyter service | Jupyter |
| postgres_db_password | Password of standard postgres user | Postgres |
| shared_db_password | Password for shared database | Airflow Jupyter Postgres |
| superset_db_password | Password for superset database | Postgres Superset |
| superset_admin_password | Password for superset admin user | Superset |
| minio_access_key | Access key for Minio store | Airflow Apistar Jupyter Minio |
| minio_secret_key | Secret key for Minio store | Airflow Apistar Jupyter Minio |