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Local Modern Datastack - from Excels to DuckDB

A simple example to show how to stop abusing Excel and steer towards suitable data tools.

Over time it will implement more and more features of the roadmap.

development infrastructure (local setup)

  • a computer with internet access to install python packages
  • an installed mamba forge https://github.com/conda-forge/miniforge#mambaforge for your operating system
    • ensure the mambacommand is in your path and working correctly
  • an installation of make command in your path
  • git
  • docker
  • an SSH key readily set up to connect to github
git clone [email protected]:l-mds/demo-from-excel-to-duckdb.git
cd demo-from-excel-to-duckdb

make create_environment

available commands

# without any argumetns - all available commands are listed
make

> create_environment  Set up python interpreter environment 
> create_environment_osx Set up python interpreter environment OSX 
> fmt-sql             SQL autoformatter 
> lint-sql            SQL linter 
> notebook            start notebook (jupyter lab) 
> sql-clean           SQL DBT clean 
> sql-debug           SQL DBT debug 
> sql-docs-generate   SQL DBT docs generate 
> sql-docs-serve      SQL DBT docs serve 
> sql-run             SQL DBT run 
> sql-server-pg       Start DuckSB Postgres Server on localhost:5433 
> sql-server-presto   Start DuckSB Presto Server on localhost:5433 
> sql-shell           SQL interactive duckdb shell 
> sql-test            SQL DBT run tests 
> start-pipeline      start dagster webserver UI

example case

TODO set up