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Description
Daft is an advanced framework designed for ETL, analytics, and machine learning/artificial intelligence at scale, providing an intuitive Python dataframe API that surpasses Spark in both performance and user-friendliness. It integrates seamlessly with your ML/AI infrastructure through efficient zero-copy connections to essential Python libraries like Pytorch and Ray, and it enables the allocation of GPUs for model execution. Operating on a lightweight multithreaded backend, Daft starts by running locally, but when the capabilities of your machine are exceeded, it effortlessly transitions to an out-of-core setup on a distributed cluster. Additionally, Daft supports User-Defined Functions (UDFs) in columns, enabling the execution of intricate expressions and operations on Python objects with the necessary flexibility for advanced ML/AI tasks. Its ability to scale and adapt makes it a versatile choice for data processing and analysis in various environments.
Description
Scalable Python framework designed to build real-time intelligent applications, data pipelines, and integrate AI/ML models
API Access
Has API
Yes
API Access
Has API
Yes
Integrations
Python
Yes
Rust
Yes
Amazon S3
No
Amazon Web Services (AWS)
Yes
Apache Arrow
Yes
Apache Iceberg
Yes
Apache Kafka
No
Apache Spark
Yes
Databricks
Yes
Delta Lake
Yes
Integrations
Python
Yes
Rust
Yes
Amazon S3
Yes
Amazon Web Services (AWS)
No
Apache Arrow
No
Apache Iceberg
No
Apache Kafka
Yes
Apache Spark
No
Databricks
No
Delta Lake
No
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
No price information available.
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
Yes
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
No
In Person
Yes
Vendor Details
Company Name
Daft
Country
United States
Website
www.getdaft.io
Vendor Details
Company Name
Pathway
Founded
2020
Country
France
Website
pathway.com
Product Features
Data Science
Access Control
No
Advanced Modeling
No
Audit Logs
No
Data Discovery
No
Data Ingestion
No
Data Preparation
No
Data Visualization
No
Model Deployment
No
Reports
No
Product Features
Artificial Intelligence
Chatbot
Yes
For Healthcare
No
For Sales
No
For eCommerce
No
Image Recognition
No
Machine Learning
Yes
Multi-Language
No
Natural Language Processing
No
Predictive Analytics
Yes
Process/Workflow Automation
No
Rules-Based Automation
No
Virtual Personal Assistant (VPA)
No
Logistics
3PL
No
Barcoding / RFID
No
CRM
No
Container Tracking
No
Cross Docking
No
Fleet Management
No
Inventory Management
No
Order Management
No
Purchasing
No
Scheduling
No
Shipping Management
No
Transportation Management
No
Machine Learning
Deep Learning
No
ML Algorithm Library
Yes
Model Training
No
Natural Language Processing (NLP)
Yes
Predictive Modeling
Yes
Statistical / Mathematical Tools
Yes
Templates
No
Visualization
No
