Pathway reposted this
🚀 Why Pathway is Your Go-To Solution for Both Streaming and Batch Processing. At Pathway, we’ve built a powerful distributed Rust-based engine, exposed as a Python API, that seamlessly handles both real-time streaming and batch processing, providing flexibility and performance. Why choose Pathway for batch processing? 1️⃣ Unified Engine: Maintain a single codebase for both batch and streaming, reducing pipeline complexity. 2️⃣ Performance: Scale effortlessly with our Rust engine, bypassing Python's GIL limitations and handling large data volumes with ease. 3️⃣ Persistency: Efficiently backfill and handle periodic computations without reprocessing entire datasets, saving time and computational resources. Transition smoothly from batch to streaming with Pathway. Learn more: https://lnkd.in/ep6NMqsK #DataEngineering #BatchProcessing #Streaming #Rust #Pathway
