{"library":"pylibcudf-cu12","title":"PyLibcuDF (CUDA 12)","description":"pylibcudf-cu12 is the Python binding layer for libcudf, a GPU-accelerated DataFrame library that is part of the NVIDIA RAPIDS ecosystem. It provides high-performance data manipulation primitives, primarily used through the higher-level `cudf` library. As of version 26.4.0, it follows a monthly release cadence, aligned with other RAPIDS components.","language":"python","status":"active","last_verified":"Mon May 18","install":{"commands":["pip install pylibcudf-cu12"],"cli":null},"imports":["import cudf"],"auth":{"required":false,"env_vars":[]},"quickstart":{"code":"import cudf\nimport numpy as np\n\n# Create a cuDF DataFrame from a dictionary\ndata = {'col1': np.random.rand(10), 'col2': np.arange(10)}\ngdf = cudf.DataFrame(data)\nprint(\"Original DataFrame:\")\nprint(gdf)\n\n# Perform a simple operation\ngdf['col3'] = gdf['col1'] * 2\nprint(\"\\nDataFrame after operation:\")\nprint(gdf)","lang":"python","description":"This quickstart demonstrates how to create a basic `cudf.DataFrame` and perform a simple element-wise operation, showcasing the primary entry point for using the library.","tag":null,"tag_description":null,"last_tested":null,"results":[]},"compatibility":{"tag":null,"tag_description":null,"last_tested":"2026-05-18","installed_version":"0.0.0a0.dev0","pypi_latest":"26.4.0","is_stale":true,"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":17.6,"avg_import_s":null,"wheel_type":"wheel"},"results":[{"runtime":"python:3.10-alpine","python_version":"3.10","os_libc":"alpine (musl)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"17.8M"},{"runtime":"python:3.10-slim","python_version":"3.10","os_libc":"slim (glibc)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":24,"import_time_s":null,"mem_mb":null,"disk_size":"1.3G"},{"runtime":"python:3.11-alpine","python_version":"3.11","os_libc":"alpine (musl)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"19.6M"},{"runtime":"python:3.11-slim","python_version":"3.11","os_libc":"slim (glibc)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":23.1,"import_time_s":null,"mem_mb":null,"disk_size":"1.3G"},{"runtime":"python:3.12-alpine","python_version":"3.12","os_libc":"alpine (musl)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"11.5M"},{"runtime":"python:3.12-slim","python_version":"3.12","os_libc":"slim (glibc)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":19,"import_time_s":null,"mem_mb":null,"disk_size":"1.3G"},{"runtime":"python:3.13-alpine","python_version":"3.13","os_libc":"alpine (musl)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"11.2M"},{"runtime":"python:3.13-slim","python_version":"3.13","os_libc":"slim (glibc)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":19.9,"import_time_s":null,"mem_mb":null,"disk_size":"1.3G"},{"runtime":"python:3.9-alpine","python_version":"3.9","os_libc":"alpine (musl)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":null,"import_time_s":null,"mem_mb":null,"disk_size":"17.3M"},{"runtime":"python:3.9-slim","python_version":"3.9","os_libc":"slim (glibc)","variant":"pylibcudf-cu12","exit_code":0,"wheel_type":"wheel","failure_reason":null,"import_side_effects":"broken","install_time_s":1.8,"import_time_s":null,"mem_mb":null,"disk_size":"18M"}]}}