{"categories":[{"label":"Physics","url":"https://skillfed.io/packages/category/scientific-engineering-physics"}],"enrichment":{"capability":"Tiled is a service for secure, structured access to scientific data with search, remote slicing, format conversion, and live streaming capabilities.","skillfed_tags":["data-access","scientific-computing","streaming"],"use_cases":["Search and retrieve specific subsets of large scientific datasets without downloading entire files.","Convert data between formats on the server side before transfer to reduce bandwidth.","Stream live experimental data or replay recent data for analysis and visualization.","Share datasets across a research group with fine-grained access control and metadata discovery.","Build data catalogs where scientists can locate and access datasets by metadata without knowing file paths."],"what_it_does":"Tiled is a Python service that provides structured, secure access to scientific data stored locally or remotely. It acts as an intermediary layer between scientists and their data, enabling search across metadata, remote slicing into arrays and tables, format conversion, and live data streaming. The package includes both client and server components\u2014scientists can use the client to query and retrieve data from a Tiled server, or deploy their own server to share datasets with collaborators.\n\nThe client-side library handles communication with Tiled servers via HTTP, supporting operations like metadata search, remote slicing so you fetch only what you need, transcoding into different formats, and downloading underlying data files. It's designed to work at any scale, from a single laptop to a facility data center, and integrates with scientific Python tools through standard formats like arrays and tables.","worth_installing":"Yes, if you work with scientific data at scale or need to share datasets with collaborators. The package is actively maintained, has low install friction, carries a permissive license, and solves a real problem in scientific data access. Install just the client if you only need to consume data from an existing Tiled server."},"id":"tiled","links":{"html":"https://skillfed.io/packages/tiled","md":"https://skillfed.io/packages/tiled.md","pypi":"https://pypi.org/project/tiled/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-08-11","license_spdx":null,"license_treatment":"permissive","name":"tiled","python_support":"supports_current","summary":"Structured Scientific Data Access Service"},"popularity":{"monthly_downloads":177189,"position":10222,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"0.2.15"}