Top 9 Python prefect Projects

Prefect

19 14,586 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

8 142 9.5 Python

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.

WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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 35 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 sponsored

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

Project mention: Building a Weather Data Pipeline with PySpark, Prefect, and Google Cloud | dev.to | 2023-05-01

We'll be using PySpark for distributed data processing, Prefect for workflow management, and Google Cloud Storage and BigQuery for data storage and processing.The code is available on github.

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	14,586
2	premier-league	142
3	prefect-deployment-patterns	93
4	magic-the-gathering	36
5	maternal-health-risk	35
6	f1-data-pipeline	23
7	youtube_data_analysis	16
8	weather_data_pipeline	3
9	canarypy	3