DataEngineeringProject
datajob
| DataEngineeringProject | datajob | |
|---|---|---|
| 5 | 4 | |
| 985 | 108 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | about 1 year ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
DataEngineeringProject
- What are your favourite GitHub repos that shows how data engineering should be done?
- Is it me or are beginner-friendly ETL pipeline guides that explain from the ground-up how to incorporate the use of various technologies notoriously difficult to find.
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Starting A Data Engineering Project Series
News RSS Feeds
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5 Data Sources for Data Engineering Projects
Lastly, the most readily available data source would be data scraped from the internet. To be slightly less vague, I have outlined a project that web-scrapes new online articles every ten minutes to provide all the latest news curated into one place. This project utilizes a wide variety of relevant data engineering tools, which makes it a great project example. The author of this project is Damian Kliś, and he outlines his model architecture below:
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Can You Recommend Good Data Engineering Projects
Here is my project that got me a few interviews so far: https://github.com/damklis/DataEngineeringProject
datajob
- Build and deploy a serverless data pipeline on AWS with no effort.
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Datajob: Build and deploy a serverless data pipeline on AWS with no effort.
Thanks! triggering a pipeline run based on a schedule is one of the ideas to implement next: https://github.com/vincentclaes/datajob#ideas
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Aws Glue Environmentsdlc
I created an open source library called `datajob` to deploy and orchestrate glue jobs. You can find it on github https://github.com/vincentclaes/datajob and on pypi
What are some alternatives?
blinkist-scraper - 📚 Python tool to download book summaries and audio from Blinkist.com, and generate some pretty output
tributary - Streaming reactive and dataflow graphs in Python
synapse-s3-storage-provider - Synapse storage provider to fetch and store media in Amazon S3
getting-started - This repository is a getting started guide to Singer.
yaetos - Write data & AI pipelines in (SQL, Spark, Pandas) and deploy to the cloud, simplified
Moto - A library that allows you to easily mock out tests based on AWS infrastructure.
amazon-s3-find-and-forget - Amazon S3 Find and Forget is a solution to handle data erasure requests from data lakes stored on Amazon S3, for example, pursuant to the European General Data Protection Regulation (GDPR)
gluonts - Probabilistic time series modeling in Python
Zillow-Data-Engineering
stepfunctions2processing - Configuration with AWS step functions and lambdas which initiates processing from activity state
openwisp-monitoring - Network monitoring system written in Python and Django, designed to be extensible, programmable, scalable and easy to use by end users: once the system is configured, monitoring checks, alerts and metric collection happens automatically.
stepview - All your AWS Stepfunctions at a glance in the terminal! 🧐