Python Programming

knowledge skill

Write or modify Python code to implement a specified algorithm or solve a stated problem. Produces a Python file (.py) containing executable code with functions or scripts.

Worked examples

• {"input": {"task_description": "Implement binary search on a sorted list", "dependencies": ["typing"], "algorithm": "binary_search"}, "output": {"code_file": "def binary_search(arr, target):\n low, high = 0, len(arr) - 1\n while low <= high:\n mid = (low + high) // 2\n if arr[mid] == target:\n return mid\n elif arr[mid] < target:\n low = mid + 1\n else:\n high = mid - 1\n return -1", "syntax_valid": true, "imports": []}}
• {"input": {"task_description": "Create a script to read a CSV and calculate the mean of a numeric column", "dependencies": ["pandas", "sys"], "algorithm": "csv_mean"}, "output": {"code_file": "import pandas as pd\nimport sys\n\ndef csv_mean(file_path, column):\n df = pd.read_csv(file_path)\n return df[column].mean()\n\nif __name__ == \"__main__\":\n print(csv_mean(sys.argv[1], sys.argv[2]))", "syntax_valid": true, "imports": ["pandas", "sys"]}}

Input

• task_description: string
• dependencies: array of strings
• algorithm: string

Output

• code_file: string
• syntax_valid: boolean
• imports: array of strings

Details

• Skill type: knowledge skill
• Safety level: safe_public_research
• Version: 1.0.0