{"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":"3ce9996a-10ea-5ed8-a322-7039488330c2","task_key":"default--v0~2e1~2e0~5fhf--3ce9996a-10ea-5ed8-a322-7039488330c2","task_revision_id":"1","upstream_id":"","short_description":"BigCodeBench v0.1.0_hf 3ce9996a-10ea-5ed8-a322-7039488330c2","config":"default","split":"v0.1.0_hf","body":"{\"code_prompt\":\"import pandas as pd\\nimport seaborn as sns\\ndef task_func(data):\\n\",\"complete_prompt\":\"import pandas as pd\\nimport seaborn as sns\\n\\ndef task_func(data):\\n    \\\"\\\"\\\"\\n    Draw and return a correlation matrix heatmap for a DataFrame containing numerical columns.\\n    The title of the heatmap is set to 'Correlation Matrix'.\\n    \\n    Parameters:\\n    df (pandas.DataFrame): The DataFrame containing numerical columns to be used for correlation.\\n\\n    Returns:\\n    matplotlib.axes._axes.Axes: The matplotlib Axes object representing the heatmap.\\n\\n    Requirements:\\n    - pandas\\n    - seaborn\\n\\n    Example:\\n    >>> data = {'a': [1, 2, 3], 'b': [4, 5, 6], 'c': [7, 8, 9]}\\n    >>> ax = task_func(data)\\n    >>> type(ax)\\n    <class 'matplotlib.axes._axes.Axes'>\\n\\n    \\\"\\\"\\\"\\n\",\"entry_point\":\"task_func\",\"instruct_prompt\":\"Draw and return a correlation matrix heatmap for a DataFrame containing numerical columns. The title of the heatmap is set to 'Correlation Matrix'.\\nThe function should output with:\\n    matplotlib.axes._axes.Axes: The matplotlib Axes object representing the heatmap.\\nYou should write self-contained code starting with:\\n```\\nimport pandas as pd\\nimport seaborn as sns\\ndef task_func(data):\\n```\",\"libs\":\"['pandas', 'seaborn']\"}","display_format":"code","language":"","answer_status":"published","assets":[],"source_url":"https://bigcode-bench.github.io/","history":"initial import","indexing_mode":"index","subproblems":[],"grids":[]}