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What is Pathway?

A versatile Python framework crafted for the development of real-time intelligent applications, the construction of data pipelines, and the seamless integration of AI and machine learning models. This framework enhances scalability, enabling developers to efficiently manage increasing workloads and complex processes.

What is Daft?

Daft is a sophisticated framework tailored for ETL, analytics, and large-scale machine learning/artificial intelligence, featuring a user-friendly Python dataframe API that outperforms Spark in both speed and usability. It provides seamless integration with existing ML/AI systems through efficient zero-copy connections to critical Python libraries such as Pytorch and Ray, allowing for effective GPU allocation during model execution. Operating on a nimble multithreaded backend, Daft initially functions locally but can effortlessly shift to an out-of-core setup on a distributed cluster once the limitations of your local machine are reached. Furthermore, Daft enhances its functionality by supporting User-Defined Functions (UDFs) in columns, which facilitates the execution of complex expressions and operations on Python objects, offering the necessary flexibility for sophisticated ML/AI applications. Its robust scalability and adaptability solidify Daft as an indispensable tool for data processing and analytical tasks across diverse environments, making it a favorable choice for developers and data scientists alike.

Media

Media

Integrations Supported

Python
Rust
Amazon S3
Apache Kafka
MongoDB
MySQL
PostgreSQL
Tangentia TiA Gateway

Integrations Supported

Python
Rust
Amazon Web Services (AWS)
Apache Arrow
Apache Iceberg
Apache Spark
Databricks
Delta Lake
Google Cloud Platform
JSON
Microsoft Azure
PyTorch
Unity Catalog
pandas

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided
Free Version

Pricing Information

Pricing not provided

Supported Platforms

SaaS
Windows
Mac
On-Prem
Linux

Supported Platforms

SaaS

Customer Service / Support

24 Hour Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Webinars
On-Site Training

Training Options

Documentation Hub

Company Facts

Organization Name

Pathway

Date Founded

2020

Company Location

France

Company Website

pathway.com

Company Facts

Organization Name

Daft

Company Location

United States

Company Website

www.getdaft.io

Categories and Features

Artificial Intelligence

Chatbot
Machine Learning
Predictive Analytics

Logistics

Not specified

Machine Learning

ML Algorithm Library
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools

Categories and Features

Data Science

Not specified

DataOps

Not specified

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