{"categories":[{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/9"}],"enrichment":{"capability":"Provides C++ parallelism primitives and task scheduling for multi-core performance, exposed to Python via bindings to the underlying oneTBB library.","skillfed_tags":["parallel-computing","task-scheduling","multi-core"],"use_cases":["Accelerate compute-intensive Python workloads by offloading parallelizable tasks to oneTBB's task scheduler","Build data-parallel algorithms that scale efficiently across multi-core systems without manual thread management","Integrate oneTBB parallelism into C++ extension modules or hybrid Python/C++ applications","Prototype parallel algorithms using oneTBB's task-based and data-parallel templates before production deployment"],"what_it_does":"tbb-devel is a Python distribution of Intel's oneAPI Threading Building Blocks (oneTBB), a C++ library for writing scalable parallel programs. Rather than requiring developers to manage threads directly, oneTBB lets you express logical parallelism through templates and task-based abstractions, with the runtime handling thread scheduling and load balancing across cores. The library emphasizes data-parallel and task-parallel patterns and is designed for performance-critical applications.\n\nThis package provides bindings to oneTBB's core functionality, allowing Python code to leverage its parallelism primitives. It is part of the broader oneAPI ecosystem and is actively maintained by the UXL Foundation. The package carries medium install friction because it ships as platform-specific compiled wheels and depends on a C++ runtime, but it is production-stable and has no known security vulnerabilities.","worth_installing":"Yes, if you need task-based or data-parallel performance on multi-core systems and are comfortable with a C++ library binding. The package is actively maintained, production-stable, and has no known vulnerabilities. However, verify that your Python version is supported (metadata does not specify), understand that the license is non-standard (Intel Simplified Software License), and confirm that oneTBB's API surface meets your parallelism needs\u2014this is not a high-level async framework but a lower-level scheduling primitive."},"id":"tbb-devel","links":{"html":"https://skillfed.io/packages/tbb-devel","md":"https://skillfed.io/packages/tbb-devel.md","pypi":"https://pypi.org/project/tbb-devel/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-01","license_spdx":null,"license_treatment":"unclear","name":"tbb-devel","python_support":"unspecified","summary":"Intel\u00ae oneAPI Threading Building Blocks (oneTBB)"},"popularity":{"monthly_downloads":139105,"position":11309,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2023.1.0"}