Pathway
Pathway is an advanced Python ETL framework designed for stream processing and real-time analytics, featuring LLM and RAG pipelines. Leveraging a powerful Rust engine, it facilitates incremental computation and supports multithreading and distributed tasks, ensuring efficient handling of both batch and streaming data in various environments, including local development and production.
Top Pathway Alternatives
Astra Streaming
Astra Streaming is a cloud-native messaging and event streaming platform that utilizes Apache Pulsar to facilitate real-time data pipelines.
Eclipse Streamsheets
Eclipse Streamsheets empowers users to build real-time applications effortlessly, leveraging their spreadsheet skills without coding.
Red Hat OpenShift Streams
Red Hat OpenShift Streams for Apache Kafka offers a managed cloud service tailored for developers to efficiently build and scale cloud-native applications.
Conduktor
Conduktor is an advanced event stream processing software designed to enhance data collaboration and compliance while maximizing data utilization.
Apache Heron
Apache Heron serves as a real-time, distributed, fault-tolerant stream processing engine that enables efficient data processing in dynamic environments.
Cogility Cogynt
Cogynt is an advanced event stream processing software that equips organizations with a powerful integrated platform for real-time data analysis.
Spring Cloud Data Flow
Utilizing Spring Boot applications, it supports diverse data processing tasks, including ETL, event streaming, and...
DeltaStream
Leveraging Apache Flink®, it enables users to write SQL queries, manage data securely with role-based...
IBM Event Streams
It offers a fully managed service on IBM Cloud or on-premise integration, enabling enterprises to...
InfinyOn Cloud
Utilizing Rust and WebAssembly, it efficiently handles high data volumes with minimal integration...
Spark Streaming
Utilizing the same structured APIs as batch jobs, it enables seamless migration and code reuse...
kPow
With robust features like Data Inspect and kREPL, it enables rapid troubleshooting and data search...
Superstream
With options for both self-deployment and full management, it ensures minimal data exposure while providing...
Leo
By simplifying event sourcing, it allows users to create, visualize, and monitor data flows effortlessly...
Top Pathway Features
- Real-time data processing
- Seamless Python integration
- Scalable Rust engine
- Incremental computation capability
- Efficient stream replays
- Multithreading support
- Multiprocessing capabilities
- Distributed computation framework
- Batch and streaming compatibility
- Easy deployment with Docker
- Kubernetes deployment support
- Versatile in development environments
- Robust ETL framework
- Real-time analytics functionality
- LLM pipeline support
- RAG integration
- User-friendly API design
- CI/CD testing compatibility
- In-memory pipeline execution
- Comprehensive data handling flexibility
Top Pathway Alternatives
- Astra Streaming
- Eclipse Streamsheets
- Red Hat OpenShift Streams
- Conduktor
- Apache Heron
- Cogility Cogynt
- Spring Cloud Data Flow
- DeltaStream
- IBM Event Streams
- InfinyOn Cloud
- Spark Streaming
- kPow
- Superstream
- Leo
