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AWS Data Wrangler
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reddit-to-wordcloud | AWS Data Wrangler | |
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2 | 9 | |
2 | 3,773 | |
- | 1.3% | |
0.0 | 9.4 | |
over 1 year ago | 7 days ago | |
Python | Python | |
- | 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.
reddit-to-wordcloud
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Tracking mentions began in Dec 2020.
AWS Data Wrangler
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Read files from s3 using Pandas/s3fs or AWS Data Wrangler?
I had no problem with awswrangler (https://github.com/aws/aws-sdk-pandas) and it supports reading and writing partitions which was really helpful and a few other optimizations that made it a great tool
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Go+: Go designed for data science
Yep, agreed. Go is a great language for AWS Lambda type workflows.
Python isn't as great (Python Lambda Layers built on Macs don't always work). AWS Data Wrangler (https://github.com/awslabs/aws-data-wrangler) provides pre-built layers, which is a work around, but something that's as portable as Go would be the best solution.
What are some alternatives?
PyAthena - PyAthena is a Python DB API 2.0 (PEP 249) client for Amazon Athena.
Optimus - :truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark
ga-extractor - Tool for extracting Google Analytics data suitable for migrating to other platforms/databases
python-mysql-replication - Pure Python Implementation of MySQL replication protocol build on top of PyMYSQL
gonum - Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Redash - Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
zef - Toolkit for graph-relational data across space and time
Trapheus - This tool automates restoration of RDS database instances from snapshots into any dev, staging or production environments. It supports individual RDS Snapshot as well as cluster snapshot restore operations.
getting-started - Getting started with Docker
getting-started - This repository is a getting started guide to Singer.
dagster-example-pipeline - Template Dagster repo using poetry and a single Docker container; works well with CICD
python-lambda - A toolkit for developing and deploying serverless Python code in AWS Lambda.