{"kind":"task","effective_mode":"full","benchmark":{"kind":"benchmark","effective_mode":"full","slug":"bigcodebench","formal_name":"BigCodeBench","introduction":"BigCodeBench poses 1,140 function-level tasks drawn across 139 libraries. It tests whether a model can compose several real APIs correctly rather than write one self-contained function.","introduction_ja":"","introduction_en":"","category":"Category not supplied","task_count":null,"acquisition_status":"Acquisition status not supplied","official_url":"https://bigcode-bench.github.io/","indexing_mode":"index","profile":{"resources":[],"task_format":"","scoring":"","metric":"","size":"","answer_access":"","license":"","citation":"","maintainer":"","released":"","why_hard":"","related":[],"history":"","construction":"","limitations":"","saturation":"","scores":[]}},"task_id":"8dc63604-18b5-5324-99b2-5953e51e30f5","task_key":"default--v0~2e1~2e0~5fhf--8dc63604-18b5-5324-99b2-5953e51e30f5","task_revision_id":"1","upstream_id":"","short_description":"BigCodeBench v0.1.0_hf 8dc63604-18b5-5324-99b2-5953e51e30f5","config":"default","split":"v0.1.0_hf","body":"{\"code_prompt\":\"import pandas as pd\\nimport matplotlib.pyplot as plt\\ndef task_func(array):\\n\",\"complete_prompt\":\"import pandas as pd\\nimport matplotlib.pyplot as plt\\n\\n\\ndef task_func(array):\\n    \\\"\\\"\\\"\\n    Create a Pandas DataFrame from a 2D list and plot the sum of each column.\\n\\n    Parameters:\\n    array (list of list of int): The 2D list representing the data.\\n\\n    Returns:\\n    DataFrame, Axes: A pandas DataFrame with the data and a matplotlib Axes object showing the sum of each column.\\n\\n    Requirements:\\n    - pandas\\n    - matplotlib.pyplot\\n\\n    Internal Constants:\\n    COLUMNS: List of column names used for the DataFrame ['A', 'B', 'C', 'D', 'E']\\n\\n    Example:\\n    >>> df, ax = task_func([[1,2,3,4,5], [6,7,8,9,10]])\\n    >>> print(df)\\n       A  B  C  D   E\\n    0  1  2  3  4   5\\n    1  6  7  8  9  10\\n    >>> type(ax)\\n    <class 'matplotlib.axes._axes.Axes'>\\n    \\\"\\\"\\\"\\n\",\"entry_point\":\"task_func\",\"instruct_prompt\":\"Create a Pandas DataFrame from a 2D list and plot the sum of each column. Internal Constants: COLUMNS: List of column names used for the DataFrame ['A', 'B', 'C', 'D', 'E']\\nThe function should output with:\\n    DataFrame, Axes: A pandas DataFrame with the data and a matplotlib Axes object showing the sum of each column.\\nYou should write self-contained code starting with:\\n```\\nimport pandas as pd\\nimport matplotlib.pyplot as plt\\ndef task_func(array):\\n```\",\"libs\":\"['pandas', 'matplotlib']\"}","display_format":"code","language":"","answer_status":"published","assets":[],"source_url":"https://bigcode-bench.github.io/","history":"initial import","indexing_mode":"index","subproblems":[],"grids":[]}