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features
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Description

Okyline provides an open specification along with free tools designed for validating JSON data. Rather than crafting abstract definitions for JSON Schema, it allows users to apply inline constraints directly to a genuine JSON payload, making the example itself serve as the schema. It supports features like conditional logic, computed business rules, and list validation, which are limitations of traditional JSON Schema. Additionally, Okyline offers a complimentary online studio, a free claude-skill, a Java library at no cost, and follows an open specification under the Creative Commons BY-SA 4.0 license. This approach enhances usability and accessibility for developers working with JSON data validation.

Description

Pandera offers a straightforward, adaptable, and expandable framework for data testing, enabling the validation of both datasets and the functions that generate them. Start by simplifying the task of schema definition through automatic inference from pristine data, and continuously enhance it as needed. Pinpoint essential stages in your data workflow to ensure that the data entering and exiting these points is accurate. Additionally, validate the functions responsible for your data by automatically crafting relevant test cases. Utilize a wide range of pre-existing tests, or effortlessly design custom validation rules tailored to your unique requirements, ensuring comprehensive data integrity throughout your processes. This approach not only streamlines your validation efforts but also enhances the overall reliability of your data management strategies.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Dask
FastAPI
Fugue
GeoPandas
PySpark
pandas

Integrations

Dask
FastAPI
Fugue
GeoPandas
PySpark
pandas

Pricing Details

No price information available.
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

Akwatype

Founded

2017

Country

France

Website

akwatype.io/community

Vendor Details

Company Name

Union

Founded

2021

Country

United States

Website

www.union.ai/pandera

Product Features

Product Features

Data Quality

Address Validation
Data Deduplication
Data Discovery
Data Profililng
Master Data Management
Match & Merge
Metadata Management

Alternatives

Alternatives

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