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README.md

Ploomber sample projects

Binder

This repository contains sample pipelines developed using Ploomber

Basic examples

  1. entry-directory. A simple pipeline with 5 tasks, it is executed without declaring a pipeline.yaml file. This is the example used in the JupyterCon 2020 demo
  2. spec-basic. Pipeline defined using a pipeline.yaml file
  3. spec-r. Basic pipeline with R scripts

Intermediate examples

  1. parametrized. Sample parametrized pipeline
  2. debugging. Pipeline to demonstrate debugging capabilities
  3. sql-templating. SQL pipeline showing how to use macros to write concise SQL scripts
  4. testing. Pipeline with SQL and Python tasks showing how to add test pipelines
  5. basic-ml. Simple Machine Learning pipeline using the Python API, also shows how to test pipelines using pytest and how to package your pipeline so you can install it with pip install

Advanced examples

  1. etl. Pipeline with a dozen tasks demonstrating how to extract data form a SQL database and then process it with Python

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