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. Learn more →
AWS Data Wrangler Alternatives
Similar projects and alternatives to AWS Data Wrangler
-
Pandas
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
-
gonum
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
-
InfluxDB
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.
-
-
Optimus
:truck: Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark (by ironmussa)
-
ga-extractor
Tool for extracting Google Analytics data suitable for migrating to other platforms/databases
-
-
WorkOS
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.
-
python-mysql-replication
Pure Python Implementation of MySQL replication protocol build on top of PyMYSQL
-
-
Redash
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
-
-
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.
-
prose
Discontinued :book: A Golang library for text processing, including tokenization, part-of-speech tagging, and named-entity extraction.
-
pandas
Flexible and powerful data analysis / manipulation library for Go+, providing labeled data structures similar to R data.frame objects, statistical functions, and much more (by goplus)
-
-
SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better AWS Data Wrangler alternative or higher similarity.
AWS Data Wrangler reviews and mentions
Posts with mentions or reviews of AWS Data Wrangler.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-06.
-
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
- I agree that Arrow Tables are great, but we decided to keep the library focused on the Pandas interface. [wont implement]
- Automate some wrangling and data visualization in Python
-
Redshift API vs. other ways to connect?
awslabs has developed their own package for this and given it's for their product, seem likely to maintain it. https://github.com/awslabs/aws-data-wrangler
-
Parquet files
AWS data wrangler works well. it's a wrapper on pandas: https://github.com/awslabs/aws-data-wrangler
-
Reading s3 file data with Python lambda function
you'll find pre-made zips here: https://github.com/awslabs/aws-data-wrangler/releases
-
A guide to load (almost) anything into a DataFrame
Don't forget about https://aws-data-wrangler.readthedocs.io/
-
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.
- Best way to install pandas and bumpy to AWS Lanbda
-
A note from our sponsor - InfluxDB
www.influxdata.com | 26 Apr 2024
Stats
Basic AWS Data Wrangler repo stats
9
3,802
9.4
2 days ago
aws/aws-sdk-pandas is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of AWS Data Wrangler is Python.
Popular Comparisons
- AWS Data Wrangler VS PyAthena
- AWS Data Wrangler VS Optimus
- AWS Data Wrangler VS ga-extractor
- AWS Data Wrangler VS python-mysql-replication
- AWS Data Wrangler VS gonum
- AWS Data Wrangler VS zef
- AWS Data Wrangler VS Redash
- AWS Data Wrangler VS getting-started
- AWS Data Wrangler VS Trapheus
- AWS Data Wrangler VS getting-started
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com