AtlasOpenCoder / validation /p2 /P2_GATE_S15.json
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AtlasOpenCoder v1: the battery, the artefacts and both papers' manifests
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{ "rule": "C0.9 as implemented in experiments/p2_gate_spaces.py: sparsity up by > 3 twin units where the twin unit is |sparsity(twin1) - sparsity(twin2)|, max over the two references; twin agreement (cosine of the two twins' product-space concept profiles) up by >= 0.20", "p2_count": 182, "p2": [ "ArithmeticError", "Assert", "AssertionError", "AsyncFor", "AsyncWith", "Attribute", "AttributeError", "AugAssign", "BaseException", "BaseExceptionGroup", "BinOp", "BlockingIOError", "BoolOp", "BrokenPipeError", "BufferError", "BytesWarning", "Call", "ChildProcessError", "ClassDef", "Compare", "ConnectionAbortedError", "ConnectionError", "ConnectionRefusedError", "ConnectionResetError", "Continue", "Delete", "DeprecationWarning", "Dict", "DictComp", "EOFError", "Ellipsis", "EncodingWarning", "EnvironmentError", "Exception", "ExceptionGroup", "False", "FileExistsError", "FileNotFoundError", "FloatingPointError", "For", "FunctionDef", "FutureWarning", "GeneratorExit", "GeneratorExp", "Global", "IOError", "If", "IfExp", "Import", "ImportError", "ImportFrom", "ImportWarning", "IndentationError", "IndexError", "InterruptedError", "IsADirectoryError", "KeyError", "KeyboardInterrupt", "Lambda", "List", "ListComp", "LookupError", "MemoryError", "ModuleNotFoundError", "NameError", "NamedExpr", "None", "NotADirectoryError", "NotImplemented", "NotImplementedError", "OSError", "OverflowError", "Pass", "PendingDeprecationWarning", "PermissionError", "ProcessLookupError", "Raise", "RecursionError", "ReferenceError", "ResourceWarning", "Return", "RuntimeError", "RuntimeWarning", "Set", "SetComp", "Slice", "Starred", "StopAsyncIteration", "StopIteration", "Subscript", "SyntaxError", "SyntaxWarning", "SystemError", "SystemExit", "TabError", "TimeoutError", "True", "Try", "Tuple", "TypeError", "UnaryOp", "UnboundLocalError", "UnicodeDecodeError", "UnicodeEncodeError", "UnicodeError", "UnicodeTranslateError", "UnicodeWarning", "UserWarning", "ValueError", "Warning", "While", "With", "ZeroDivisionError", "abs", "aiter", "all", "anext", "any", "ascii", "bin", "bool", "breakpoint", "bytearray", "bytes", "callable", "chr", "classmethod", "compile", "complex", "delattr", "dict__builtin", "dir", "divmod", "enumerate", "eval", "exec", "filter", "float", "format", "frozenset", "getattr", "globals", "hasattr", "hash", "hex", "id", "input", "int", "isinstance", "issubclass", "iter", "len", "list__builtin", "locals", "map", "max", "memoryview", "min", "next", "object", "oct", "open", "ord", "pow", "print", "property", "range", "repr", "reversed", "round", "set__builtin", "setattr", "slice__builtin", "sorted", "staticmethod", "str", "sum", "super", "tuple__builtin", "type", "vars", "zip" ], "pass_sparsity": [ "AnnAssign", "ArithmeticError", "Assert", "AssertionError", "AsyncFor", "AsyncFunctionDef", "AsyncWith", "Attribute", "AttributeError", "AugAssign", "BaseException", "BaseExceptionGroup", "BinOp", "BlockingIOError", "BoolOp", "BrokenPipeError", "BufferError", "BytesWarning", "Call", "ChildProcessError", "ClassDef", "Compare", "ConnectionAbortedError", "ConnectionError", "ConnectionRefusedError", "ConnectionResetError", "Continue", "Delete", "DeprecationWarning", "Dict", "DictComp", "EOFError", "Ellipsis", "EncodingWarning", "EnvironmentError", "Exception", "ExceptionGroup", "False", "FileExistsError", "FileNotFoundError", "FloatingPointError", "For", "FunctionDef", "FutureWarning", "GeneratorExit", "GeneratorExp", "Global", "IOError", "If", "IfExp", "Import", "ImportError", "ImportFrom", "ImportWarning", "IndentationError", "IndexError", "InterruptedError", "IsADirectoryError", "KeyError", "KeyboardInterrupt", "Lambda", "List", "ListComp", "LookupError", "Match", "MemoryError", "ModuleNotFoundError", "NameError", "NamedExpr", "None", "Nonlocal", "NotADirectoryError", "NotImplemented", "NotImplementedError", "OSError", "OverflowError", "Pass", "PendingDeprecationWarning", "PermissionError", "ProcessLookupError", "Raise", "RecursionError", "ReferenceError", "ResourceWarning", "Return", "RuntimeError", "RuntimeWarning", "Set", "SetComp", "Slice", "Starred", "StopAsyncIteration", "StopIteration", "Subscript", "SyntaxError", "SyntaxWarning", "SystemError", "SystemExit", "TabError", "TimeoutError", "True", "Try", "Tuple", "TypeError", "UnaryOp", "UnboundLocalError", "UnicodeDecodeError", "UnicodeEncodeError", "UnicodeError", "UnicodeTranslateError", "UnicodeWarning", "UserWarning", "ValueError", "Warning", "While", "With", "ZeroDivisionError", "abs", "aiter", "all", "anext", "any", "ascii", "bin", "bool", "breakpoint", "bytearray", "bytes", "callable", "chr", "classmethod", "compile", "complex", "delattr", "dict__builtin", "dir", "divmod", "enumerate", "eval", "exec", "filter", "float", "format", "frozenset", "getattr", "globals", "hasattr", "hash", "hex", "id", "input", "int", "isinstance", "issubclass", "iter", "len", "list__builtin", "locals", "map", "max", "memoryview", "min", "next", "object", "oct", "open", "ord", "pow", "print", "property", "range", "repr", "reversed", "round", "set__builtin", "setattr", "slice__builtin", "sorted", "staticmethod", "str", "sum", "super", "tuple__builtin", "type", "vars", "zip" ], "pass_agreement": [ "ArithmeticError", "Assert", "AssertionError", "Assign", "AsyncFor", "AsyncWith", "Attribute", "AttributeError", "AugAssign", "BaseException", "BaseExceptionGroup", "BinOp", "BlockingIOError", "BoolOp", "BrokenPipeError", "BufferError", "BytesWarning", "Call", "ChildProcessError", "ClassDef", "Compare", "ConnectionAbortedError", "ConnectionError", "ConnectionRefusedError", "ConnectionResetError", "Continue", "Delete", "DeprecationWarning", "Dict", "DictComp", "EOFError", "Ellipsis", "EncodingWarning", "EnvironmentError", "Exception", "ExceptionGroup", "False", "FileExistsError", "FileNotFoundError", "FloatingPointError", "For", "FunctionDef", "FutureWarning", "GeneratorExit", "GeneratorExp", "Global", "IOError", "If", "IfExp", "Import", "ImportError", "ImportFrom", "ImportWarning", "IndentationError", "IndexError", "InterruptedError", "IsADirectoryError", "KeyError", "KeyboardInterrupt", "Lambda", "List", "ListComp", "LookupError", "MemoryError", "ModuleNotFoundError", "NameError", "NamedExpr", "None", "NotADirectoryError", "NotImplemented", "NotImplementedError", "OSError", "OverflowError", "Pass", "PendingDeprecationWarning", "PermissionError", "ProcessLookupError", "Raise", "RecursionError", "ReferenceError", "ResourceWarning", "Return", "RuntimeError", "RuntimeWarning", "Set", "SetComp", "Slice", "Starred", "StopAsyncIteration", "StopIteration", "Subscript", "SyntaxError", "SyntaxWarning", "SystemError", "SystemExit", "TabError", "TimeoutError", "True", "Try", "Tuple", "TypeError", "UnaryOp", "UnboundLocalError", "UnicodeDecodeError", "UnicodeEncodeError", "UnicodeError", "UnicodeTranslateError", "UnicodeWarning", "UserWarning", "ValueError", "Warning", "While", "With", "ZeroDivisionError", "abs", "aiter", "all", "anext", "any", "ascii", "bin", "bool", "breakpoint", "bytearray", "bytes", "callable", "chr", "classmethod", "compile", "complex", "delattr", "dict__builtin", "dir", "divmod", "enumerate", "eval", "exec", "filter", "float", "format", "frozenset", "getattr", "globals", "hasattr", "hash", "hex", "id", "input", "int", "isinstance", "issubclass", "iter", "len", "list__builtin", "locals", "map", "max", "memoryview", "min", "next", "object", "oct", "open", "ord", "pow", "print", "property", "range", "repr", "reversed", "round", "set__builtin", "setattr", "slice__builtin", "sorted", "staticmethod", "str", "sum", "super", "tuple__builtin", "type", "vars", "zip" ], "fail_sparsity": [ "Assign", "Break" ], "fail_agreement": [ "AnnAssign", "AsyncFunctionDef", "Break", "Match", "Nonlocal" ], "per_construct": { "AnnAssign": { "d_sparsity": 0.07933548208074764, "unit": 0.0077407439011006884, "units": 10.249077232676125, "d_cosine": 0.17973082991196632, "sp_A": 0.5398060568305265, "sp_U": 0.46047057474977887, "cos_A": 0.9949554885828068, "cos_U": 0.8152246586708405 }, "ArithmeticError": { "d_sparsity": 0.2201155651264215, "unit": 0.006003937394259473, "units": 36.661868815767455, "d_cosine": 0.4917050079013414, "sp_A": 0.6397512900742364, "sp_U": 0.41963572494781487, "cos_A": 0.9386166084974239, "cos_U": 0.4469116005960825 }, "Assert": { "d_sparsity": 0.10639801128282311, "unit": 0.005803157553053162, "units": 18.334503295855704, "d_cosine": 0.3680273255279538, "sp_A": 0.5622534781074664, "sp_U": 0.4558554668246433, "cos_A": 0.9913735449321773, "cos_U": 0.6233462194042235 }, "AssertionError": { "d_sparsity": 0.18425201324433416, "unit": 0.014698289729307035, "units": 12.535609015581768, "d_cosine": 0.48549041159646905, "sp_A": 0.6159757269642953, "sp_U": 0.4317237137199611, "cos_A": 0.9586081440614248, "cos_U": 0.47311773246495575 }, "Assign": { "d_sparsity": -0.012671572711443146, "unit": 0.002442066154779987, "units": -5.188873645638304, "d_cosine": 0.3672775474148766, "sp_A": 0.43760931976817863, "sp_U": 0.4502808924796218, "cos_A": 0.9916522163442533, "cos_U": 0.6243746689293767 }, "AsyncFor": { "d_sparsity": 0.0511933714448809, "unit": 0.012510661847330518, "units": 4.091979470758725, "d_cosine": 0.35102938052534993, "sp_A": 0.5330980150258661, "sp_U": 0.48190464358098517, "cos_A": 0.9894717268542899, "cos_U": 0.6384423463289399 }, "AsyncFunctionDef": { "d_sparsity": 0.1025941213891165, "unit": 0.009435606200843882, "units": 10.87308215342231, "d_cosine": 0.14700364344899652, "sp_A": 0.5478983727525184, "sp_U": 0.4453042513634019, "cos_A": 0.993729045665385, "cos_U": 0.8467254022163885 }, "AsyncWith": { "d_sparsity": 0.09869852780903526, "unit": 0.0038060265410503336, "units": 25.932170137152493, "d_cosine": 0.26094379463661965, "sp_A": 0.5844384878606439, "sp_U": 0.48573996005160863, "cos_A": 0.9960609609892548, "cos_U": 0.7351171663526351 }, "Attribute": { "d_sparsity": 0.1447077020633828, "unit": 0.01932158525283756, "units": 7.489432164585517, "d_cosine": 0.4410544614844599, "sp_A": 0.5373771437013284, "sp_U": 0.3926694416379456, "cos_A": 0.9013739850377234, "cos_U": 0.46031952355326344 }, "AttributeError": { "d_sparsity": 0.19662886620938846, "unit": 0.011271990790425235, "units": 17.44402296499487, "d_cosine": 0.4939028227237985, "sp_A": 0.6219451463140754, "sp_U": 0.4253162801046869, "cos_A": 0.9525189395853007, "cos_U": 0.45861611686150217 }, "AugAssign": { "d_sparsity": 0.17085520819568523, "unit": 0.02691452740852418, "units": 6.3480664401921905, "d_cosine": 0.5540787956530403, "sp_A": 0.5458931627713612, "sp_U": 0.375037954575676, "cos_A": 0.9839826326629361, "cos_U": 0.42990383700989576 }, "BaseException": { "d_sparsity": 0.21798710679114952, "unit": 0.006287414897022836, "units": 34.67038685396266, "d_cosine": 0.5350317853703082, "sp_A": 0.6334308922648488, "sp_U": 0.4154437854736993, "cos_A": 0.9586020423441657, "cos_U": 0.4235702569738576 }, "BaseExceptionGroup": { "d_sparsity": 0.21587490110665003, "unit": 0.008559118377025388, "units": 25.22162816279153, "d_cosine": 0.5392224651352255, "sp_A": 0.6312985236699469, "sp_U": 0.41542362256329685, "cos_A": 0.9585307202927715, "cos_U": 0.419308255157546 }, "BinOp": { "d_sparsity": 0.12185725532618852, "unit": 0.014274674765754447, "units": 8.536604674071402, "d_cosine": 0.730941047596387, "sp_A": 0.506529648446823, "sp_U": 0.3846723931206345, "cos_A": 0.8761968420411526, "cos_U": 0.14525579444476552 }, "BlockingIOError": { "d_sparsity": 0.21096486679745524, "unit": 0.0019491318583730877, "units": 108.23529762298615, "d_cosine": 0.5089677778762471, "sp_A": 0.6198323777586143, "sp_U": 0.4088675109611591, "cos_A": 0.9549623253954658, "cos_U": 0.44599454751921863 }, "BoolOp": { "d_sparsity": 0.16777555925360438, "unit": 0.028855389420774924, "units": 5.814357824358854, "d_cosine": 0.5174852969188748, "sp_A": 0.5859282415029256, "sp_U": 0.4181526822493212, "cos_A": 0.9633886766605909, "cos_U": 0.44590337974171607 }, "Break": { "d_sparsity": 0.05182645632518823, "unit": 0.022391586924928042, "units": 2.3145503933663147, "d_cosine": 0.19122700843588847, "sp_A": 0.6323451755144561, "sp_U": 0.5805187191892679, "cos_A": 0.9715414621200266, "cos_U": 0.7803144536841381 }, "BrokenPipeError": { "d_sparsity": 0.2674319340518155, "unit": 0.01024875401277292, "units": 26.094092386110322, "d_cosine": 0.5384223755822781, "sp_A": 0.666871007333389, "sp_U": 0.3994390732815735, "cos_A": 0.9622454691748884, "cos_U": 0.42382309359261033 }, "BufferError": { "d_sparsity": 0.22822847313502848, "unit": 0.005803915546428062, "units": 39.323189889537325, "d_cosine": 0.5390792198005341, "sp_A": 0.6310368845503845, "sp_U": 0.40280841141535606, "cos_A": 0.9531093172471714, "cos_U": 0.41403009744663727 }, "BytesWarning": { "d_sparsity": 0.1559400713542345, "unit": 0.012455632723402055, "units": 12.519642704400646, "d_cosine": 0.4838296724837315, "sp_A": 0.6126141387268471, "sp_U": 0.4566740673726126, "cos_A": 0.9546173899352618, "cos_U": 0.4707877174515303 }, "Call": { "d_sparsity": 0.05085125884829489, "unit": 0.012395506012108426, "units": 4.102394754891115, "d_cosine": 0.32949909533437716, "sp_A": 0.4253939903626369, "sp_U": 0.37454273151434203, "cos_A": 0.869560361204546, "cos_U": 0.5400612658701689 }, "ChildProcessError": { "d_sparsity": 0.22499042478281828, "unit": 0.012711067302886458, "units": 17.70035665940711, "d_cosine": 0.4947847154526329, "sp_A": 0.6331652234697629, "sp_U": 0.4081747986869446, "cos_A": 0.9637317532320195, "cos_U": 0.4689470377793866 }, "ClassDef": { "d_sparsity": 0.1364463235262311, "unit": 0.012957378906946926, "units": 10.530395422262231, "d_cosine": 0.20708535346861912, "sp_A": 0.5758995041538707, "sp_U": 0.4394531806276396, "cos_A": 0.9935387251688158, "cos_U": 0.7864533717001967 }, "Compare": { "d_sparsity": 0.09188464294478399, "unit": 0.005722720474738652, "units": 16.056112359564484, "d_cosine": 0.48538416729017747, "sp_A": 0.5263662701193133, "sp_U": 0.43448162717452926, "cos_A": 0.9577329346459779, "cos_U": 0.4723487673558004 }, "ConnectionAbortedError": { "d_sparsity": 0.21290889441486038, "unit": 0.029481340982345727, "units": 7.221818523870957, "d_cosine": 0.5230590037341551, "sp_A": 0.6273444409855264, "sp_U": 0.41443554657066606, "cos_A": 0.955589738842382, "cos_U": 0.4325307351082268 }, "ConnectionError": { "d_sparsity": 0.21234110005154017, "unit": 0.024454236114161865, "units": 8.683203149763072, "d_cosine": 0.5219320321328694, "sp_A": 0.6312252113992889, "sp_U": 0.4188841113477487, "cos_A": 0.953537372704851, "cos_U": 0.4316053405719815 }, "ConnectionRefusedError": { "d_sparsity": 0.20992859634865246, "unit": 0.016245529454116336, "units": 12.922237895759082, "d_cosine": 0.5196697920410225, "sp_A": 0.6265222685734421, "sp_U": 0.4165936722247896, "cos_A": 0.9530657837441344, "cos_U": 0.43339599170311194 }, "ConnectionResetError": { "d_sparsity": 0.21167866815635183, "unit": 0.017769855400344203, "units": 11.912233576883896, "d_cosine": 0.50901631821891, "sp_A": 0.6304001591396947, "sp_U": 0.4187214909833429, "cos_A": 0.9558587826522006, "cos_U": 0.44684246443329056 }, "Continue": { "d_sparsity": 0.1137123827853792, "unit": 0.008401197760250168, "units": 13.535258427483218, "d_cosine": 0.2665184971241067, "sp_A": 0.6235054433062164, "sp_U": 0.5097930605208372, "cos_A": 0.97046331837942, "cos_U": 0.7039448212553133 }, "Delete": { "d_sparsity": 0.19909416588171847, "unit": 0.021511256339582008, "units": 9.255348118155851, "d_cosine": 0.45856858232032827, "sp_A": 0.616212388120241, "sp_U": 0.4171182222385226, "cos_A": 0.9919479173746887, "cos_U": 0.5333793350543604 }, "DeprecationWarning": { "d_sparsity": 0.21849925717641844, "unit": 0.008897660315987044, "units": 24.556934004754673, "d_cosine": 0.48585838535231973, "sp_A": 0.635719332486143, "sp_U": 0.41722007530972455, "cos_A": 0.9330378580630002, "cos_U": 0.4471794727106805 }, "Dict": { "d_sparsity": 0.1643810261111921, "unit": 0.009700719182237083, "units": 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0.9526777798433539, "cos_U": 0.4368758245293865 }, "For": { "d_sparsity": 0.08120485990141779, "unit": 0.004017303131283068, "units": 20.21377457654836, "d_cosine": 0.5640464438749362, "sp_A": 0.46943298394793764, "sp_U": 0.38822812404651985, "cos_A": 0.9913268313880242, "cos_U": 0.4272803875130881 }, "FunctionDef": { "d_sparsity": 0.07882159949106993, "unit": 0.006796682384995867, "units": 11.597069721114805, "d_cosine": 0.2308759596264317, "sp_A": 0.49778656724643466, "sp_U": 0.41896496775536474, "cos_A": 0.9887446382216016, "cos_U": 0.7578686785951699 }, "FutureWarning": { "d_sparsity": 0.20122023965172253, "unit": 0.0012757294808096176, "units": 157.72955213359333, "d_cosine": 0.49759280239870995, "sp_A": 0.6194814196304398, "sp_U": 0.41826117997871726, "cos_A": 0.9496657260867087, "cos_U": 0.4520729236879988 }, "GeneratorExit": { "d_sparsity": 0.23768821651815242, "unit": 0.018073889457423886, "units": 13.150916800618226, "d_cosine": 0.5544781732515465, "sp_A": 0.6273968565269812, "sp_U": 0.38970864000882877, "cos_A": 0.9605184895051107, "cos_U": 0.4060403162535641 }, "GeneratorExp": { "d_sparsity": 0.10980544811121723, "unit": 0.027356428896622154, "units": 4.013880924522846, "d_cosine": 0.481692109707403, "sp_A": 0.5424842412466676, "sp_U": 0.4326787931354504, "cos_A": 0.9656429896130915, "cos_U": 0.48395087990568847 }, "Global": { "d_sparsity": 0.17326177799848475, "unit": 0.005374989573542932, "units": 32.23481192434742, "d_cosine": 0.40548580138741974, "sp_A": 0.6011267105919906, "sp_U": 0.4278649325935059, "cos_A": 0.9683466725730202, "cos_U": 0.5628608711856005 }, "IOError": { "d_sparsity": 0.18677305201690497, "unit": 0.01753465344266364, "units": 10.65165346025412, "d_cosine": 0.506439943460745, "sp_A": 0.607668609769153, "sp_U": 0.4208955577522481, "cos_A": 0.9457592853598636, "cos_U": 0.43931934189911864 }, "If": { "d_sparsity": 0.14336885838450097, "unit": 0.0023942319529525746, "units": 59.880939358318244, "d_cosine": 0.5185326290003502, "sp_A": 0.4998488435759606, "sp_U": 0.3564799851914596, "cos_A": 0.9929195184966589, "cos_U": 0.4743868894963087 }, "IfExp": { "d_sparsity": 0.10690890703564582, "unit": 0.005089853624124063, "units": 21.004318577834205, "d_cosine": 0.4129027487073935, "sp_A": 0.5186863103477336, "sp_U": 0.4117774033120878, "cos_A": 0.9555842623705317, "cos_U": 0.5426815136631382 }, "Import": { "d_sparsity": 0.07146290513887571, "unit": 0.02238727217850156, "units": 3.1921220490409437, "d_cosine": 0.24622624960464423, "sp_A": 0.4616897777716453, "sp_U": 0.3902268726327696, "cos_A": 0.9795113678368822, "cos_U": 0.733285118232238 }, "ImportError": { "d_sparsity": 0.2054309106347737, "unit": 0.04340090958731019, "units": 4.733331918343914, "d_cosine": 0.5658951832425085, "sp_A": 0.6207915927217311, "sp_U": 0.4153606820869574, "cos_A": 0.949159557755885, "cos_U": 0.3832643745133764 }, "ImportFrom": { "d_sparsity": 0.19126967066999617, "unit": 0.0483544389078181, "units": 3.9555762612534644, "d_cosine": 0.3657919565912261, "sp_A": 0.5690530570867642, "sp_U": 0.37778338641676806, "cos_A": 0.9814504618524766, "cos_U": 0.6156585052612505 }, "ImportWarning": { "d_sparsity": 0.20007025343386853, "unit": 0.03263959480365547, "units": 6.129679447229586, "d_cosine": 0.4899005796232475, "sp_A": 0.6358886816561498, "sp_U": 0.43581842822228123, "cos_A": 0.953138346105058, "cos_U": 0.4632377664818105 }, "IndentationError": { "d_sparsity": 0.210439473520874, "unit": 0.023364206282935618, "units": 9.006917289314103, "d_cosine": 0.5324134344261815, "sp_A": 0.6168825116050203, "sp_U": 0.4064430380841463, "cos_A": 0.9391194309469593, "cos_U": 0.40670599652077777 }, "IndexError": { "d_sparsity": 0.2216711820509587, "unit": 0.00397831189070369, "units": 55.71991038936597, "d_cosine": 0.5291796455853677, "sp_A": 0.6248626200981653, "sp_U": 0.4031914380472066, "cos_A": 0.9513286232963003, "cos_U": 0.4221489777109326 }, "InterruptedError": { "d_sparsity": 0.2348897512815819, "unit": 0.014320147653902549, "units": 16.40274646313227, "d_cosine": 0.48549762808225555, "sp_A": 0.6413280964859943, "sp_U": 0.4064383452044124, "cos_A": 0.953559572142955, "cos_U": 0.4680619440606994 }, "IsADirectoryError": { "d_sparsity": 0.2462343939487598, "unit": 0.014246975248217442, "units": 17.28327519762963, "d_cosine": 0.5142493472697198, "sp_A": 0.6487646932970326, "sp_U": 0.4025302993482728, "cos_A": 0.9525263312257487, "cos_U": 0.43827698395602893 }, "KeyError": { "d_sparsity": 0.23506134884710028, "unit": 0.01333069045181301, "units": 17.633096327364747, "d_cosine": 0.5174351070170039, "sp_A": 0.6414275032473261, "sp_U": 0.40636615440022583, "cos_A": 0.9560963457712433, "cos_U": 0.43866123875423935 }, "KeyboardInterrupt": { "d_sparsity": 0.2156982167941045, "unit": 0.024425208154113864, "units": 8.830967393732328, "d_cosine": 0.5050484602900792, "sp_A": 0.6361768573594321, "sp_U": 0.4204786405653276, "cos_A": 0.9551497783335114, "cos_U": 0.45010131804343223 }, "Lambda": { "d_sparsity": 0.19942772623663962, "unit": 0.00984595585443021, "units": 20.254785739965172, "d_cosine": 0.5913414450711356, "sp_A": 0.5866219334423294, "sp_U": 0.38719420720568976, "cos_A": 0.9646944624752215, "cos_U": 0.37335301740408594 }, "List": { "d_sparsity": 0.19830321910146564, "unit": 0.013868053598362629, "units": 14.299282714401889, "d_cosine": 0.6515001526079159, "sp_A": 0.5364191893519094, "sp_U": 0.3381159702504437, "cos_A": 0.8467215407312904, "cos_U": 0.19522138812337445 }, "ListComp": { "d_sparsity": 0.12144177152194063, "unit": 0.004456913115980177, "units": 27.247955785028317, "d_cosine": 0.47816302682578626, "sp_A": 0.5506166855379646, "sp_U": 0.429174914016024, "cos_A": 0.9639731287945565, "cos_U": 0.4858101019687703 }, "LookupError": { "d_sparsity": 0.22507150501447404, "unit": 0.011506193680796473, "units": 19.56090009071482, "d_cosine": 0.5372089902612536, "sp_A": 0.6449284112765797, "sp_U": 0.4198569062621057, "cos_A": 0.9631163923519654, "cos_U": 0.4259074020907119 }, "Match": { "d_sparsity": 0.010593861031735319, "unit": 0.0011906804181104347, "units": 8.89731692114949, "d_cosine": 0.10868490627767957, "sp_A": 0.5160392484913223, "sp_U": 0.505445387459587, "cos_A": 0.9812540615693066, "cos_U": 0.872569155291627 }, "MemoryError": { "d_sparsity": 0.23619288639354702, "unit": 0.009642745476867831, "units": 24.494360756503912, "d_cosine": 0.5326481634341212, "sp_A": 0.6373769941855614, "sp_U": 0.40118410779201436, "cos_A": 0.9614581962723163, "cos_U": 0.4288100328381951 }, "ModuleNotFoundError": { "d_sparsity": 0.1885197594279735, "unit": 0.013139267235766028, "units": 14.347813774181349, "d_cosine": 0.48715757778897156, "sp_A": 0.6220279112557303, "sp_U": 0.4335081518277568, "cos_A": 0.9585231003428041, "cos_U": 0.4713655225538325 }, "NameError": { "d_sparsity": 0.2161924665568411, "unit": 0.002502190415710648, "units": 86.40128473013922, "d_cosine": 0.5249954555623138, "sp_A": 0.618775896322791, "sp_U": 0.40258342976594985, "cos_A": 0.9470783577807669, "cos_U": 0.4220829022184532 }, "NamedExpr": { "d_sparsity": 0.06370652007276256, "unit": 0.004850012733122522, "units": 13.135330478142313, "d_cosine": 0.3484957302675976, "sp_A": 0.5533088298040625, "sp_U": 0.4896023097312999, "cos_A": 0.9982567587229249, "cos_U": 0.6497610284553272 }, "None": { "d_sparsity": 0.17666336515447723, "unit": 0.006756602836373415, "units": 26.146773672033788, "d_cosine": 0.5361390125567049, "sp_A": 0.5854744173568851, "sp_U": 0.4088110522024079, "cos_A": 0.8986920056870489, "cos_U": 0.362552993130344 }, "Nonlocal": { "d_sparsity": 0.0651896982594643, "unit": 0.0034406603327512553, "units": 18.94685669460916, "d_cosine": 0.1699366045847699, "sp_A": 0.6272986237784176, "sp_U": 0.5621089255189533, "cos_A": 0.9902617564797188, "cos_U": 0.8203251518949489 }, "NotADirectoryError": { "d_sparsity": 0.2536879508415656, "unit": 0.00909750993588443, "units": 27.885427180564317, "d_cosine": 0.5300418382240577, "sp_A": 0.6609113449051018, "sp_U": 0.40722339406353625, "cos_A": 0.9500537665867831, "cos_U": 0.42001192836272544 }, "NotImplemented": { "d_sparsity": 0.20450918323109268, "unit": 0.04131097352871754, "units": 4.9504808471513515, "d_cosine": 0.5645684572293801, "sp_A": 0.6317563885843902, "sp_U": 0.4272472053532975, "cos_A": 0.9232734695407927, "cos_U": 0.35870501231141266 }, "NotImplementedError": { "d_sparsity": 0.2150945464475476, "unit": 0.002986695197536249, "units": 72.01757535384964, "d_cosine": 0.5452861943543137, "sp_A": 0.6201234026860756, "sp_U": 0.40502885623852797, "cos_A": 0.9489998976671176, "cos_U": 0.4037137033128038 }, "OSError": { "d_sparsity": 0.22038549363637017, "unit": 0.014457800092304018, "units": 15.243362906482766, "d_cosine": 0.4884076082467318, "sp_A": 0.6463735036928326, "sp_U": 0.4259880100564625, "cos_A": 0.9488730865901152, "cos_U": 0.46046547834338336 }, "OverflowError": { "d_sparsity": 0.21539603349306424, "unit": 0.02001810967704415, "units": 10.760058615328226, "d_cosine": 0.5069502271428012, "sp_A": 0.6289853020953462, "sp_U": 0.41358926860228196, "cos_A": 0.9447386209639528, "cos_U": 0.4377883938211516 }, "Pass": { "d_sparsity": 0.23828324448385163, "unit": 0.004656292959932751, "units": 51.17445283925887, "d_cosine": 0.42377498189444895, "sp_A": 0.6455734896109928, "sp_U": 0.4072902451271412, "cos_A": 0.9738008528484455, "cos_U": 0.5500258709539966 }, "PendingDeprecationWarning": { "d_sparsity": 0.2503509168138941, "unit": 0.0021294710345667323, "units": 117.56483781655717, "d_cosine": 0.5354379058385152, "sp_A": 0.6513713228834385, "sp_U": 0.40102040606954437, "cos_A": 0.9612208310896696, "cos_U": 0.4257829252511544 }, "PermissionError": { "d_sparsity": 0.24841130551432422, "unit": 0.00753106409662202, "units": 32.98488796898522, "d_cosine": 0.5113378839285458, "sp_A": 0.6547116861735124, "sp_U": 0.40630038065918817, "cos_A": 0.9591087121287966, "cos_U": 0.44777082820025077 }, "ProcessLookupError": { "d_sparsity": 0.23436000885460928, "unit": 0.013515071078608443, "units": 17.34064197601984, "d_cosine": 0.5042368511856359, "sp_A": 0.6382380166089966, "sp_U": 0.4038780077543873, "cos_A": 0.9610165620065793, "cos_U": 0.4567797108209433 }, "Raise": { "d_sparsity": 0.1969055735983799, "unit": 0.011404345271663285, "units": 17.26583761784528, "d_cosine": 0.5313431303753686, "sp_A": 0.5863820752994655, "sp_U": 0.3894765017010856, "cos_A": 0.9896291966154533, "cos_U": 0.4582860662400847 }, "RecursionError": { "d_sparsity": 0.19390548670511565, "unit": 0.008605801563314475, "units": 22.53194955502019, "d_cosine": 0.44898471861475125, "sp_A": 0.6215588247944412, "sp_U": 0.4276533380893256, "cos_A": 0.9350511443858108, "cos_U": 0.4860664257710596 }, "ReferenceError": { "d_sparsity": 0.21787425831229668, "unit": 0.022752005477805315, "units": 9.576046319294095, "d_cosine": 0.5121262355119671, "sp_A": 0.6449223459342296, "sp_U": 0.4270480876219329, "cos_A": 0.9610613462759245, "cos_U": 0.4489351107639574 }, "ResourceWarning": { "d_sparsity": 0.22341783512200475, "unit": 0.019546913584607084, "units": 11.42982671688604, "d_cosine": 0.5275701353051354, "sp_A": 0.649502033916304, "sp_U": 0.42608419879429926, "cos_A": 0.9607595973487109, "cos_U": 0.4331894620435754 }, "Return": { "d_sparsity": 0.1581505519241162, "unit": 0.005942527224290395, "units": 26.613349161896547, "d_cosine": 0.4183461794739681, "sp_A": 0.6077855764366682, "sp_U": 0.449635024512552, "cos_A": 0.9942376947398389, "cos_U": 0.5758915152658708 }, "RuntimeError": { "d_sparsity": 0.19611517965513403, "unit": 0.0010168415756437454, "units": 192.86699556022458, "d_cosine": 0.5087536807156174, "sp_A": 0.6060598264218338, "sp_U": 0.4099446467666997, "cos_A": 0.9466966854749904, "cos_U": 0.437943004759373 }, "RuntimeWarning": { "d_sparsity": 0.2301463261317378, "unit": 0.009028781792838891, "units": 25.490296632739156, "d_cosine": 0.5110638387659208, "sp_A": 0.6454221933335597, "sp_U": 0.41527586720182186, "cos_A": 0.9585240305725916, "cos_U": 0.4474601918066708 }, "Set": { "d_sparsity": 0.11680010341587688, "unit": 0.01325099472569774, "units": 8.814440412489613, "d_cosine": 0.7740554302132104, "sp_A": 0.5799602808818535, "sp_U": 0.4631601774659766, "cos_A": 0.9009108614933392, "cos_U": 0.12685543128012874 }, "SetComp": { "d_sparsity": 0.11251992270821987, "unit": 0.005005344141207735, "units": 22.47995732838263, "d_cosine": 0.48413555927639257, "sp_A": 0.5394709778886859, "sp_U": 0.42695105518046605, "cos_A": 0.9618934536584735, "cos_U": 0.4777578943820809 }, "Slice": { "d_sparsity": 0.06839645253026239, "unit": 0.010830893766225536, "units": 6.314940761726066, "d_cosine": 0.2664116746197659, "sp_A": 0.48266015955455743, "sp_U": 0.41426370702429505, "cos_A": 0.9585327110327998, "cos_U": 0.6921210364130339 }, "Starred": { "d_sparsity": 0.11994198456755462, "unit": 0.019191801648050233, "units": 6.249646946499157, "d_cosine": 0.6376910945981737, "sp_A": 0.5321869032942246, "sp_U": 0.41224491872666996, "cos_A": 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14.132804684953255, "d_cosine": 0.550785433695802, "sp_A": 0.5942288084792097, "sp_U": 0.3942285278899702, "cos_A": 0.9798170421627328, "cos_U": 0.4290316084669307 }, "zip": { "d_sparsity": 0.20014460393027772, "unit": 0.02561511876506728, "units": 7.813534099370475, "d_cosine": 0.6241688147456972, "sp_A": 0.578657021290587, "sp_U": 0.37851241736030933, "cos_A": 0.978135669407308, "cos_U": 0.3539668546616108 } }, "p2_count_twins_json_agreement": 179, "p2_twins_json_agreement": [ "AnnAssign", "ArithmeticError", "Assert", "AssertionError", "AsyncFor", "AsyncFunctionDef", "AsyncWith", "Attribute", "AttributeError", "AugAssign", "BaseException", "BaseExceptionGroup", "BinOp", "BlockingIOError", "BoolOp", "BrokenPipeError", "BufferError", "BytesWarning", "Call", "ChildProcessError", "ClassDef", "Compare", "ConnectionAbortedError", "ConnectionError", "ConnectionRefusedError", "ConnectionResetError", "Continue", "Delete", "DeprecationWarning", "Dict", "DictComp", "EOFError", "Ellipsis", "EncodingWarning", "EnvironmentError", "Exception", "ExceptionGroup", "False", "FileExistsError", "FileNotFoundError", "FloatingPointError", "For", "FunctionDef", "FutureWarning", "GeneratorExit", "GeneratorExp", "Global", "IOError", "If", "IfExp", "ImportError", "ImportWarning", "IndentationError", "IndexError", "InterruptedError", "IsADirectoryError", "KeyError", "KeyboardInterrupt", "Lambda", "List", "ListComp", "LookupError", "MemoryError", "ModuleNotFoundError", "NameError", "NamedExpr", "None", "NotADirectoryError", "NotImplemented", "NotImplementedError", "OSError", "OverflowError", "Pass", "PendingDeprecationWarning", "PermissionError", "ProcessLookupError", "Raise", "RecursionError", "ReferenceError", "ResourceWarning", "Return", "RuntimeError", "RuntimeWarning", "Set", "SetComp", "Slice", "Starred", "StopAsyncIteration", "StopIteration", "Subscript", "SyntaxError", "SyntaxWarning", "SystemError", "SystemExit", "TabError", "TimeoutError", "True", "Try", "Tuple", "TypeError", "UnaryOp", "UnboundLocalError", "UnicodeDecodeError", "UnicodeEncodeError", "UnicodeError", "UnicodeTranslateError", "UnicodeWarning", "UserWarning", "ValueError", "Warning", "While", "With", "ZeroDivisionError", "abs", "aiter", "all", "anext", "any", "ascii", "bin", "bool", "breakpoint", "bytearray", "bytes", "callable", "chr", "classmethod", "compile", "complex", "delattr", "dict__builtin", "dir", "divmod", "enumerate", "eval", "exec", "filter", "float", "format", "frozenset", "getattr", "globals", "hasattr", "hash", "hex", "id", "input", "int", "isinstance", "issubclass", "iter", "len", "list__builtin", "locals", "map", "max", "memoryview", "min", "next", "object", "oct", "pow", "print", "range", "repr", "reversed", "round", "set__builtin", "setattr", "slice__builtin", "sorted", "staticmethod", "str", "sum", "super", "tuple__builtin", "type", "vars", "zip" ], "sensitivity_note": "|P2| = 182 with the cosine recomputed from `concept` (the definition in experiments/p2_gate_spaces.py), 179 with TWINS.json's own `twin_agreement`; the two differ by up to 0.134 per construct against a 0.20 threshold" }
{
"rule": "C0.9 as implemented in experiments/p2_gate_spaces.py: sparsity up by > 3 twin units where the twin unit is |sparsity(twin1) - sparsity(twin2)|, max over the two references; twin agreement (cosine of the two twins' product-space concept profiles) up by >= 0.20",
"p2_count": 182,
"p2": [
"ArithmeticError",
"Assert",
"AssertionError",
"AsyncFor",
"AsyncWith",
"Attribute",
"AttributeError",
"AugAssign",
"BaseException",
"BaseExceptionGroup",
"BinOp",
"BlockingIOError",
"BoolOp",
"BrokenPipeError",
"BufferError",
"BytesWarning",
"Call",
"ChildProcessError",
"ClassDef",
"Compare",
"ConnectionAbortedError",
"ConnectionError",
"ConnectionRefusedError",
"ConnectionResetError",
"Continue",
"Delete",
"DeprecationWarning",
"Dict",
"DictComp",
"EOFError",
"Ellipsis",
"EncodingWarning",
"EnvironmentError",
"Exception",
"ExceptionGroup",
"False",
"FileExistsError",
"FileNotFoundError",
"FloatingPointError",
"For",
"FunctionDef",
"FutureWarning",
"GeneratorExit",
"GeneratorExp",
"Global",
"IOError",
"If",
"IfExp",
"Import",
"ImportError",
"ImportFrom",
"ImportWarning",
"IndentationError",
"IndexError",
"InterruptedError",
"IsADirectoryError",
"KeyError",
"KeyboardInterrupt",
"Lambda",
"List",
"ListComp",
"LookupError",
"MemoryError",
"ModuleNotFoundError",
"NameError",
"NamedExpr",
"None",
"NotADirectoryError",
"NotImplemented",
"NotImplementedError",
"OSError",
"OverflowError",
"Pass",
"PendingDeprecationWarning",
"PermissionError",
"ProcessLookupError",
"Raise",
"RecursionError",
"ReferenceError",
"ResourceWarning",
"Return",
"RuntimeError",
"RuntimeWarning",
"Set",
"SetComp",
"Slice",
"Starred",
"StopAsyncIteration",
"StopIteration",
"Subscript",
"SyntaxError",
"SyntaxWarning",
"SystemError",
"SystemExit",
"TabError",
"TimeoutError",