{"id":29532234,"url":"https://github.com/shiningflash/timescaledb-playground","last_synced_at":"2025-07-16T23:37:04.305Z","repository":{"id":303092797,"uuid":"1014380868","full_name":"shiningflash/timescaledb-playground","owner":"shiningflash","description":"Practical TimescaleDB Playground: Connection examples, best practices, real-world applications, and fun projects using TimescaleDB for time-series 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align=\"center\"\u003e\n  \u003cimg src=\"./images/timescale_icon.svg\" alt=\"TimescaleDB Logo\" width=\"400\"/\u003e\n\u003c/p\u003e\n\n# Timescaledb Playground\n\n**A Practical TimescaleDB Playground**\nReal-world projects, performance tuning, and fun experiments demonstrating how to effectively use **TimescaleDB** for time-series data, storage optimization, and real-time analytics.\n\n---\n\n## 🎯 Key Features\n\n- ✅ Connection examples (local and cloud)\n- ✅ Schema design following best practices\n- ✅ Hypertables for efficient time-series storage\n- ✅ Continuous aggregates for real-time analytics\n- ✅ Compression and columnstore for space and speed improvements\n- ✅ Grafana dashboards for interactive data visualization\n\n---\n\n# Apps Included\n\nExplore experimentation-inspired, ready-to-use apps under the `apps/` directory.\n\n---\n\n## 1. **Crypto Data Analyzer** [`apps/crypto_data_analyzer`](./apps/crypto_data_analyzer)\n\nA complete, step-by-step solution for storing, analyzing, compressing, and visualizing real-time cryptocurrency market data using TimescaleDB.\n\n### ✨ What it Includes:\n\n* ✔️ Tick-by-tick crypto trade data stored in optimized hypertables\n* ✔️ TimescaleDB hyperfunctions for generating candlestick (OHLCV) metrics\n* ✔️ Continuous aggregates for lightning-fast historical queries\n* ✔️ Columnstore compression to reduce storage footprint dramatically\n* ✔️ Beautiful Grafana dashboards for real-time visual insights\n\n### 📚 Documentation:\n\n* [Project Setup Guide](./apps/crypto_data_analyzer/README.md)\n* [Analyze Financial Data](./apps/crypto_data_analyzer/analyze_data.md)\n* [Compress Historical Data](./apps/crypto_data_analyzer/compress_data.md)\n\n---\n\n## 2. **Real-Time Ingestion Pipeline** [`apps/real_time_ingestion`](./apps/real_time_ingestion)\n\nA real-time data pipeline that streams live cryptocurrency and stock price data from Twelve Data WebSocket API directly into TimescaleDB, optimized for high-ingest workloads.\n\n### ✨ What it Includes:\n\n* ✔️ Real-time price ingestion for crypto and stock symbols using WebSocket\n* ✔️ Efficient batch inserts into TimescaleDB hypertables\n* ✔️ Segmented and time-ordered storage for fast querying\n* ✔️ Customizable batching strategy to maximize throughput\n* ✔️ Logs for monitoring event flow, batch status, and connection health\n* ✔️ Grafana integration for live dashboards on ingested data\n\n### 📚 Documentation:\n\n* [Real-Time Ingestion Setup Guide](./apps/real_time_ingestion/README.md)\n\n---\n\n# Apps Coming Soon\n\nNew apps demonstrating:\n\n- 📦 IoT sensor data storage and querying\n- 📦 Real-time energy monitoring with TimescaleDB\n- 📦 Fun visualization projects using TimescaleDB with animations\n\nStay tuned for more hands-on projects!\n\n---\n\n# 🤝 Contributions Welcome\n\nSuggestions, improvements, or new app ideas? Open a pull request or start a discussion to grow this TimescaleDB learning hub together.\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshiningflash%2Ftimescaledb-playground","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshiningflash%2Ftimescaledb-playground","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshiningflash%2Ftimescaledb-playground/lists"}