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About

Get started streaming with simple URL parameters or go straight to the Streaming API documentation to learn how to stream events via JSON. Reading data from your Initial State account is just as easy. You just need your private access key and a simple HTTPS GET. Check out our easy-to-follow examples and Read API documentation. Unlimited # of devices, unlimited # of data streams, plus unlimited # of dashboards give you the flexibility to create awesome data projects. Share your data privately or with the world. Learning to use the Initial State streaming REST API is easy. A set of SDKs for Python, NodeJS, and more are open-sourced and available for you to use. You can walk through one of several step-by-step tutorials to build real, practical, real-time streaming projects. Codeless data integrations allow users to get data from APIs with just a few clicks. No more having to write code or set up a single-board computer to get the data you want.

About

Pathway is a Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Pathway comes with an easy-to-use Python API, allowing you to seamlessly integrate your favorite Python ML libraries. Pathway code is versatile and robust: you can use it in both development and production environments, handling both batch and streaming data effectively. The same code can be used for local development, CI/CD tests, running batch jobs, handling stream replays, and processing data streams. Pathway is powered by a scalable Rust engine based on Differential Dataflow and performs incremental computation. Your Pathway code, despite being written in Python, is run by the Rust engine, enabling multithreading, multiprocessing, and distributed computations. All the pipeline is kept in memory and can be easily deployed with Docker and Kubernetes.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Supported
Mac Supported
Linux Supported
Cloud Supported
On-Premises Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Real time data streaming platform for businesses

Audience

Developers

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Not Supported

Support

Phone Support Not Supported
24/7 Live Support Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Supported

Company Information

Initial State
Founded: 2012
United States
www.initialstate.com/streaming/

Company Information

Pathway
Founded: 2020
France
pathway.com

Alternatives

SkkyHub

SkkyHub

Skkynet

Alternatives

Spark Streaming

Spark Streaming

Apache Software Foundation
SAS Analytics for IoT

SAS Analytics for IoT

SAS Institute
GroveStreams

GroveStreams

Grove Streams
Apache Storm

Apache Storm

Apache Software Foundation

Categories

IoT Analytics Supported

Categories

Artificial Intelligence Features

Chatbot Supported
For eCommerce Not Supported
For Healthcare Not Supported
For Sales Not Supported
Image Recognition Not Supported
Machine Learning Supported
Multi-Language Not Supported
Natural Language Processing Not Supported
Predictive Analytics Supported
Process/Workflow Automation Not Supported
Rules-Based Automation Not Supported
Virtual Personal Assistant (VPA) Not Supported

Machine Learning Features

Deep Learning Not Supported
ML Algorithm Library Supported
Model Training Not Supported
Natural Language Processing (NLP) Supported
Predictive Modeling Supported
Statistical / Mathematical Tools Supported
Templates Not Supported
Visualization Not Supported

Integrations

Amazon S3 Not Supported
Apache Kafka Not Supported
MongoDB Not Supported
MySQL Not Supported
PostgreSQL Not Supported
PubNub Supported
Python Not Supported
Rust Not Supported
Tangentia TiA Gateway Not Supported

Integrations

Amazon S3 Supported
Apache Kafka Supported
MongoDB Supported
MySQL Supported
PostgreSQL Supported
PubNub Not Supported
Python Supported
Rust Supported
Tangentia TiA Gateway Supported
Claim Initial State and update features and information
Claim Initial State and update features and information
Claim Pathway and update features and information
Claim Pathway and update features and information