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        "author": "C Anthony Risinger",
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        "description": "==========\nRetrospect\n==========\n\n**Dynamic logging after the fact**\n\nClassic logging expects perfect foresight, but only hindsight is 20/20!\n\nUsage\n-----\n\nInstall via pip, then enter in a shell:\n\n.. code-block:: python\n\n    def hello(a, b=2):\n        \"\"\"docstring\"\"\"\n        a = 1\n        c = b * 2\n        a = b = c = a * 2 + b * c\n        print('output: a={} b={} c={}'.format(a, b, c))\n        return a, b, c\n\n    import retrospect\n    retro = retrospect.FunctionRetrospector(hello)\n\nNow you can start inspecting lines in real-time:\n\n.. code-block:: python\n\n    >>> retro.implement(lines=True)\n    >>> hello(10)\n    ((3, SetLineno, 3), {'a': 10, 'b': 2})\n    ((4, SetLineno, 4), {'a': 1, 'b': 2})\n    ((5, SetLineno, 5), {'a': 1, 'b': 2, 'c': 4})\n    ((6, SetLineno, 6), {'a': 10, 'b': 10, 'c': 10})\n    output: a=10 b=10 c=10\n    ((7, SetLineno, 7), {'a': 10, 'b': 10, 'c': 10})\n    ((7, RETURN_VALUE, None), {'a': 10, 'b': 10, 'c': 10})\n\nOr a specific set of lines:\n\n.. code-block:: python\n\n    >>> retro.implement(lines=[4], boundaries=False)\n    >>> hello(20)\n    ((4, SetLineno, 4), {'a': 1, 'b': 2})\n    output: a=10 b=10 c=10\n\nOr only on symbol changes:\n\n.. code-block:: python\n\n    >>> retro.implement(symbols=True, boundaries='start')\n    >>> hello(30)\n    ((3, SetLineno, 3), {'a': 30, 'b': 2})\n    ((3, STORE_FAST, 'a'), {'a': 30, 'b': 2})\n    ((3, STORE_FAST, 'a'), {'a': 1, 'b': 2})\n    ((4, STORE_FAST, 'c'), {'a': 1, 'b': 2})\n    ((4, STORE_FAST, 'c'), {'a': 1, 'b': 2, 'c': 4})\n    ((5, STORE_FAST, 'a'), {'a': 1, 'b': 2, 'c': 4})\n    ((5, STORE_FAST, 'a'), {'a': 10, 'b': 2, 'c': 4})\n    ((5, STORE_FAST, 'b'), {'a': 10, 'b': 2, 'c': 4})\n    ((5, STORE_FAST, 'b'), {'a': 10, 'b': 10, 'c': 4})\n    ((5, STORE_FAST, 'c'), {'a': 10, 'b': 10, 'c': 4})\n    ((5, STORE_FAST, 'c'), {'a': 10, 'b': 10, 'c': 10})\n    output: a=10 b=10 c=10\n\nOr specific opcodes:\n\n.. code-block:: python\n\n    >>> retro.implement(opcodes=['LOAD_CONST'], boundaries='finish')\n    >>> hello(40)\n    ((3, LOAD_CONST, 1), {'a': 40, 'b': 2})\n    ((4, LOAD_CONST, 2), {'a': 1, 'b': 2})\n    ((5, LOAD_CONST, 2), {'a': 1, 'b': 2, 'c': 4})\n    ((6, LOAD_CONST, 'output: a={} b={} c={}'), {'a': 10, 'b': 10, 'c': 10})\n    output: a=10 b=10 c=10\n    ((7, RETURN_VALUE, None), {'a': 10, 'b': 10, 'c': 10})\n\nOr return to **exact** original:\n\n.. code-block:: python\n\n    >>> retro.implement()\n    >>> hello(50)\n    output: a=10 b=10 c=10\n\nAny of the above can be mixed as necessary, eg. ``lines=True, symbols=\"c\"``",
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