pyspark-example-project
TypedPyspark
| pyspark-example-project | TypedPyspark | |
|---|---|---|
| 1 | 1 | |
| 1,370 | 14 | |
| - | - | |
| 0.0 | 2.4 | |
| over 1 year ago | 7 months ago | |
| Python | Python | |
| - | Apache License 2.0 |
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pyspark-example-project
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Learning Pyspark for a new role
https://github.com/AlexIoannides/pyspark-example-project You can use this as an example to organize your project. I have referred to this in the past.
TypedPyspark
What are some alternatives?
soda-spark - Soda Spark is a PySpark library that helps you with testing your data in Spark Dataframes
pyspark-starter - Starter pyspark code with a working combination of all versions
Apache-Spark-Guide - Apache Spark Guide
pyspark-on-aws-emr - The goal of this project is to offer an AWS EMR template using Spot Fleet and On-Demand Instances that you can use quickly. Just focus on writing pyspark code.
patterns-devkit - Data pipelines from re-usable components
Traffic-Data-Analysis-with-Apache-Spark-Based-on-Mobile-Robot-Data - Mobile robot data were analyzed with Apache-Spark to extract five different statistical result such as travel time, waiting time, average speed, occupancy and density were produced.
hamilton - Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.
Mage - 🧙 The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai
ibis - the portable Python dataframe library
dados-censup - Automação da ingestão de dados disponibilizados pelo INEP referente ao censo superior da educacão brasileira.
Optimus - :truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark