Top 9 Python prefect Projects

Prefect

19 15,097 10.0 Python

The easiest way to build, run, and monitor data pipelines at scale.

Project mention: Prefect: A workflow orchestration tool for data pipelines | news.ycombinator.com | 2024-03-13

premier-league

8 161 9.4 Python

Discontinued A Data Engineering project. Repository for backend infrastructure and Streamlit app files for a Premier League Dashboard.

Project mention: Google Cloud Portfolio Projects? | /r/googlecloud | 2023-12-09

I have a data engineering project that uses BigQuery, Cloud Run, Compute Engine, Cloud SQL, Artifact Registry, Firestore, and Datastream.

Scout Monitoring

www.scoutapm.com featured

Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.
prefect-deployment-patterns

1 93 0.0 Python

Code examples showing flow deployment to various types of infrastructure
magic-the-gathering

1 36 7.1 Python

A complete pipeline to pull data from Scryfall's "Magic: The Gathering"-API, via Prefect orchestration and dbt transformation.
maternal-health-risk

1 36 10.0 Python

Maternal Health Risk prediction MLOps pipeline
f1-data-pipeline

1 23 6.8 Python

F1 Data Pipeline

Project mention: Created my first Data Engineering Project which integrates F1 data using Prefect, Terraform, dbt, BigQuery and Looker Studio | /r/dataengineering | 2023-07-01

Github

youtube_data_analysis

1 16 0.0 Python

Created an optimised pipeline to provide accurate data for analysis, then used snowsight (provided by Snowflake) to create a dashboard.
InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
weather_data_pipeline

1 3 4.2 Python

This is a PySpark-based data pipeline that fetches weather data for a few cities, performs some basic processing and transformation on the data, and then writes the processed data to a Google Cloud Storage bucket and a BigQuery table.The data is then viewed in a looker dashboard
canarypy

2 3 7.3 Python

CanaryPy - A light and powerful canary release for Data Pipelines

Project mention: Ask HN: Open-Source Canary Release Tool – Seeking Your Feedback | news.ycombinator.com | 2023-07-14

I'm excited to introduce CanaryPy, a new open-source tool to make your data pipelines more robust by introducing new releases of your data pipelines minimising the impact of unanticipated issues. It has a plugin for Apache Airflow for now but more to come.
We'd love for you to check it out on GitHub: https://github.com/thcidale0808/canarypy
Your feedback and suggestions for improvement are precious to us. What features would you like to see? How's the usability? Would you have any thoughts on integration with your current tools?
Thank you in advance for your insights!

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source prefect projects in Python? This list will help you:

	Project	Stars
1	Prefect	15,097
2	premier-league	161
3	prefect-deployment-patterns	93
4	magic-the-gathering	36
5	maternal-health-risk	36
6	f1-data-pipeline	23
7	youtube_data_analysis	16
8	weather_data_pipeline	3
9	canarypy	3