Snowflake-Labs/interactive-analytics

Snowflake-Labs/interactive-analytics

Description: Samples, Demos and Benchmark tools focused on Interactive Analytics

Language: Python

License: Apache-2.0

Stars: 0

Forks: 0

Open issues: 1

Created: 2026-06-18T21:25:26Z

Pushed: 2026-06-18T21:27:15Z

Default branch: main

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README:

Interactive Analytics

This repository contains samples, demos, and benchmarking tools to help you get started with Snowflake Interactive Analytics scenarios — including interactive warehouses, interactive tables, and low-latency, high-concurrency workloads.

Contents

[interactive-vs-standard/](interactive-vs-standard/)

A parallel-load benchmarking tool that compares query latency and throughput (queries/second) between a standard warehouse (STD_WH) and an interactive warehouse (IW_WH). It runs a configurable workload across N simulated concurrent users against TPC-DS interactive tables, and reports latency percentiles (p50/p95/p99), throughput, and side-by-side deltas.

Includes the SQL setup script to provision the required database, schema, warehouses, and interactive tables. See the folder's [README](interactive-vs-standard/README.md) for full usage details.

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More samples and scenarios will be added over time.