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About

Scale from zero to millions of events per second. Arroyo ships as a single, compact binary. Run locally on MacOS or Linux for development, and deploy to production with Docker or Kubernetes. Arroyo is a new kind of stream processing engine, built from the ground up to make real-time easier than batch. Arroyo was designed from the start so that anyone with SQL experience can build reliable, efficient, and correct streaming pipelines. Data scientists and engineers can build end-to-end real-time applications, models, and dashboards, without a separate team of streaming experts. Transform, filter, aggregate, and join data streams by writing SQL, with sub-second results. Your streaming pipelines shouldn't page someone just because Kubernetes decided to reschedule your pods. Arroyo is built to run in modern, elastic cloud environments, from simple container runtimes like Fargate to large, distributed deployments on the Kubernetes logo Kubernetes.

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 Supported
Linux Supported
Cloud Not 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

Individuals in search of a tool to transform, filter, aggregate, and join data streams

Audience

Developers

Support

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

Support

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

API

Offers API 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 Supported
In Person Not Supported

Training

Documentation Supported
Webinars Supported
Live Online Not Supported
In Person Supported

Company Information

Arroyo
United States
www.arroyo.dev/

Company Information

Pathway
Founded: 2020
France
pathway.com

Alternatives

Alternatives

Spark Streaming

Spark Streaming

Apache Software Foundation

Categories

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

Apache Kafka Supported
PostgreSQL Supported
Python Supported
Rust Supported
AWS Fargate Supported
Amazon Kinesis Supported
Amazon S3 Not Supported
Apache Avro Supported
Apache Flink Supported
Apache Parquet Supported
Confluent Supported
Delta Lake Supported
Docker Supported
JSON Supported
Kubernetes Supported
MongoDB Not Supported
MySQL Not Supported
Redis Supported
SQL Supported
Tangentia TiA Gateway Not Supported

Integrations

Apache Kafka Supported
PostgreSQL Supported
Python Supported
Rust Supported
AWS Fargate Not Supported
Amazon Kinesis Not Supported
Amazon S3 Supported
Apache Avro Not Supported
Apache Flink Not Supported
Apache Parquet Not Supported
Confluent Not Supported
Delta Lake Not Supported
Docker Not Supported
JSON Not Supported
Kubernetes Not Supported
MongoDB Supported
MySQL Supported
Redis Not Supported
SQL Not Supported
Tangentia TiA Gateway Supported
Claim Arroyo and update features and information
Claim Arroyo and update features and information
Claim Pathway and update features and information
Claim Pathway and update features and information