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THE FIRST COLLECTIONReference implementation of a real‑time website analytics dashboard on Google Cloud. Click‑stream events are published to Pub/Sub, processed by a Dataflow streaming pipeline, stored in Cloud Memorystore (Redis) using HyperLogLog for cardinality, and visualized by a Spring Boot web UI with Google Charts.
Pathway is a Python ETL framework for stream processing, real-time analytics, and AI pipelines including LLM and RAG applications. It runs Python code on a Rust engine for incremental computation, supports batch and streaming data with the same code, and deploys via Docker and Kubernetes.
marimo is a reactive Python notebook that ensures consistency between code and outputs, stored as pure Python files for git-friendliness and deployability.
