{"repo":"citrusvanilla/tinyflux","free":true,"listed":false,"github":"https://github.com/citrusvanilla/tinyflux","clone":"git clone https://github.com/citrusvanilla/tinyflux.git","description":"The tiny time series database optimized for your happiness.","language":"Python","stars":202,"topics":["database","iot","time-series","time-series-database"],"license":"MIT","category":"databases-storage","readme_excerpt":"TinyFlux is the tiny time series database optimized for your happiness 😎 TinyFlux is the time series version of TinyDB that is written in Python and has no external dependencies. It consistently writes atomically to file at over 6,000 writes per second and supports greater than 100 queries per second for time-based range queries on datasets up to 100,000 points. It's a perfect companion for small analytics workflows and apps, as well as at-home IOT data stores. TinyFlux has 100% test coverage, over 150,000 downloads, and no open issues. Quick Links - Documentation : tinyflux.readthedocs.io - Repository : github.com/citrusvanilla/tinyflux - PyPI : pypi.org/project/tinyflux Installation Install from PyPI: Quick Start Why TinyFlux? 🚀 Simple : Clean, intuitive API inspired by TinyDB 📈 Fast : Optimized for time series workloads with automatic indexing 💾 Flexible : Memory or file-based storage with human-readable CSV format 🔍 Powerful : Rich query system with time-range, tag, and field filtering 🪶 Lightweight : Zero external dependencies, pure Python Core Concepts - Point : A single time series record with timestamp, measurement, tags, and fields - Measurement : Logical grouping of related points (like a table) - Tags : Indexed metadata for grouping and filtering (strings only) - Fields : Actual time series values (numbers, strings, booleans) - Queries : Flexible filtering system for retrieving data Performance TinyFlux delivers high-performance time series operations across ","default_branch":null,"files":null,"tree":[],"storefront":"/r/citrusvanilla","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/citrusvanilla/tinyflux/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}