AWS Glue DataBrew vs Frictionless Framework
AWS Glue DataBrew
aws.amazon.comFrictionless Framework
framework.frictionlessdata.ioSide by side
| Figure | AWS Glue DataBrew | Frictionless Framework |
|---|---|---|
| Price from | $0.48/mo | Free |
| Free plan | — | Yes |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | — |
| Self-hosted | — | Yes |
| Plans published | 4 | 1 |
| Spec score · Data Preparation Software | 8.9 (#2) | 7.7 (#15) |
| Purpose | AWS Glue DataBrew is a visual tool for preparing data for analytics and machine learning without writing code. | Frictionless is a Python data management framework for describing, extracting, validating, and transforming tabular data. |
| Security | AWS documentation recommends IAM access controls, TLS for communications, CloudTrail activity logging, and AWS encryption solutions. | The MIT license states that the software is provided without warranty. |
Plans
AWS Glue DataBrew
- DataBrew interactive sessions$1 a month
- DataBrew jobs$0.48 a month
- DataBrew interactive sessions$1, paid once
- Pay-as-you-goPriced on request
In their own words
AWS Glue DataBrew
AWS Glue DataBrew has no write-up on Specifiction yet; its figures are above.
Frictionless Framework
Frictionless Framework is a free, open-source Python framework for describing, extracting, validating, and transforming tabular data. It can infer, edit, and save metadata such as table descriptions and field types, then validate tables, resources, and datasets and produce configurable reports. For data preparation, it can clean, reshape, and transfer data through pipeline and lower-level interfaces. It is available as a Python library and a command-line interface, and requires Python 3.8 or later. Supported formats include CSV, Excel, JSON, and SQL; CSV, Excel, and JSON are available by default. Its pluggable architecture supports custom checks and formats, as well as compressed files. The AWS plugin can read from and write to S3, while the CKAN portal feature can load and publish packages from a CKAN data management system. The Frictionless Framework plan costs nothing; installation is with pip. The software is distributed under the MIT License, whose terms permit use, copying, modification, distribution, sublicensing, and sale. The license provides no warranty.