<commit_before>#!/usr/bin/env python
"""Python representations of kernel signatures."""
from __future__ import division, print_function

import numbers


named_attributes = ("lower", "upper", "symm", "herm", "work")


class Signature(list):

    """Representaiton of a kernel signature."""

    def __init__(self, *args, **kwargs):
        """Initialize from file ore arguments."""
        list.__init__(self, args)
        self.complexitystr = None
        self.complexity = None

        if not isinstance(self[0], Name):
            self[0] = Name(self[0])

        # infer and compile complexity, min, attr
        self.init_lambdas(kwargs)

    def init_lambdas(self, kwargs):
        """Initialize lambda expressions."""
        lambdaargs = ", ".join(arg.name for arg in self)
        if "complexity" in kwargs:
            self.complexitystr = kwargs["complexity"]
            self.complexity = eval("lambda %s: %s" %
                                   (lambdaargs, kwargs["complexity"]))
        for arg in self:
            arg.min = None
            if isinstance(arg, ArgWithMin) and arg.minstr:
                arg.min = eval("lambda %s: %s" % (lambdaargs, arg.minstr))
            arg.properties = lambda *args: ()
            if arg.propertiesstr:
                lambdarhs = arg.propertiesstr
                for attrname in named_attributes:
                    lambdarhs = lambdarhs.replace(attrname, repr(attrname))
                arg.properties = eval("lambda %s: filter(None, (%s,))" %
                                      (lambdaargs, lambdarhs))

        self.check_lambdas()

    def check_lambdas(self):
        """Check lambdas for unknown arguments."""
        args = range(len(self))
        if self.complexity:
            try:
                self.complexity(*args)
            except NameError as e:
                raise NameError("Uknown argument %r used in complexity" %
                                str(e).split("'")[1])
        for arg in self:
            if arg.min:
                try:
                    arg.min(*args)
                except NameError as e:
                    raise NameError("Uknown argument %r used in min for %s" %
                                    (str(e).split("'")[1], arg))
            if arg.properties:
                try:
                    arg.properties(*args)
                except NameError as e:
                    raise NameError("Uknown argument or properity %r "
                                    "used in properties for %s" %
                                    (str(e).split("'")[1], arg))

    def __str__(self):
        """Format as human readable."""
        return (self[0].name + "(" +
                ", ".join(arg.name for arg in self[1:]) + ")")

    def __repr__(self):
        """Format as python parsable string."""
        args = [repr(self[0].name)] + map(repr, self[1:])
        if self.complexity:
            args.append("complexity=" + repr(self.complexitystr))
        return type(self).__name__ + "(" + ", ".join(args) + ")"

    def __call__(self, *args):
        """Create a call from the signature with given arguments."""
        if len(args) == 0:
            args = tuple(arg.default() for arg in self[1:])
        return Call(self, *args)

    def __getattr__(self, name):
        """Variable names as attributes."""
        for i, arg in enumerate(self):
            if arg.name == name:
                return self[i]
        raise AttributeError("%r object has no attribute %r" %
                             (type(self).__name__, name))

    def dataargs(self):
        """Return a list of data argument positions."""
        return [argid for argid, arg in enumerate(self)
                if isinstance(arg, Data)]

    def datatype(self):
        """Deduce type of perands (single, double, complex, ...)."""
        # datatype is type of first dataarg
        return self[self.dataargs()[0]].typename


class BasicCall(list):

    """Base class for Calls with and without a Signature."""

    def __init__(self, sig, *args):
        """Initialize from arguments."""
        if len(sig) != 1 + len(args):
            raise TypeError("%s takes %d arguments (%d given)" %
                            (sig[0], len(sig) - 1, len(args)))
        list.__init__(self, (str(sig[0]),) + args)
        self.__dict__["sig"] = sig

    def __str__(self):
        """Foramt as human readable."""
        return str(self[0]) + "(" + ", ".join(map(str, self[1:])) + ")"

    def __repr__(self):
        """Format as python parsable string."""
        return (type(self).__name__ + "(" + repr(self.sig) + ", " +
                ", ".join(map(repr, self[1:])) + ")")

    def __copy__(self):
        """Create a deep copy."""
        return Call(self.sig, *self[1:])

    def copy(self):
        """Create a deep copy."""
        return self.__copy__()


class Call(BasicCall):

    """A call to a signature."""

    def __init__(self, sig, *args):
        """Initialize from signature and arguments."""
        if not isinstance(sig, Signature):
            raise TypeError("a Signature is requred as first argument")
        BasicCall.__init__(self, sig, *args)

    def __getattr__(self, name):
        """Variable names as attributes."""
        for i, arg in enumerate(self.sig):
            if arg.name == name:
                return self[i]
        raise AttributeError("%r object has no attribute %r" %
                             (type(self).__name__, name))

    def __setattr__(self, name, value):
        """Variable names as attributes."""
        for i, arg in enumerate(self.sig):
            if arg.name == name:
                self[i] = value
                return<commit_msg>proper Call copying<commit_after>#!/usr/bin/env python
"""Python representations of kernel signatures."""
from __future__ import division, print_function

import numbers


named_attributes = ("lower", "upper", "symm", "herm", "work")


class Signature(list):

    """Representaiton of a kernel signature."""

    def __init__(self, *args, **kwargs):
        """Initialize from file ore arguments."""
        list.__init__(self, args)
        self.complexitystr = None
        self.complexity = None

        if not isinstance(self[0], Name):
            self[0] = Name(self[0])

        # infer and compile complexity, min, attr
        self.init_lambdas(kwargs)

    def init_lambdas(self, kwargs):
        """Initialize lambda expressions."""
        lambdaargs = ", ".join(arg.name for arg in self)
        if "complexity" in kwargs:
            self.complexitystr = kwargs["complexity"]
            self.complexity = eval("lambda %s: %s" %
                                   (lambdaargs, kwargs["complexity"]))
        for arg in self:
            arg.min = None
            if isinstance(arg, ArgWithMin) and arg.minstr:
                arg.min = eval("lambda %s: %s" % (lambdaargs, arg.minstr))
            arg.properties = lambda *args: ()
            if arg.propertiesstr:
                lambdarhs = arg.propertiesstr
                for attrname in named_attributes:
                    lambdarhs = lambdarhs.replace(attrname, repr(attrname))
                arg.properties = eval("lambda %s: filter(None, (%s,))" %
                                      (lambdaargs, lambdarhs))

        self.check_lambdas()

    def check_lambdas(self):
        """Check lambdas for unknown arguments."""
        args = range(len(self))
        if self.complexity:
            try:
                self.complexity(*args)
            except NameError as e:
                raise NameError("Uknown argument %r used in complexity" %
                                str(e).split("'")[1])
        for arg in self:
            if arg.min:
                try:
                    arg.min(*args)
                except NameError as e:
                    raise NameError("Uknown argument %r used in min for %s" %
                                    (str(e).split("'")[1], arg))
            if arg.properties:
                try:
                    arg.properties(*args)
                except NameError as e:
                    raise NameError("Uknown argument or properity %r "
                                    "used in properties for %s" %
                                    (str(e).split("'")[1], arg))

    def __str__(self):
        """Format as human readable."""
        return (self[0].name + "(" +
                ", ".join(arg.name for arg in self[1:]) + ")")

    def __repr__(self):
        """Format as python parsable string."""
        args = [repr(self[0].name)] + map(repr, self[1:])
        if self.complexity:
            args.append("complexity=" + repr(self.complexitystr))
        return type(self).__name__ + "(" + ", ".join(args) + ")"

    def __call__(self, *args):
        """Create a call from the signature with given arguments."""
        if len(args) == 0:
            args = tuple(arg.default() for arg in self[1:])
        return Call(self, *args)

    def __getattr__(self, name):
        """Variable names as attributes."""
        for i, arg in enumerate(self):
            if arg.name == name:
                return self[i]
        raise AttributeError("%r object has no attribute %r" %
                             (type(self).__name__, name))

    def dataargs(self):
        """Return a list of data argument positions."""
        return [argid for argid, arg in enumerate(self)
                if isinstance(arg, Data)]

    def datatype(self):
        """Deduce type of perands (single, double, complex, ...)."""
        # datatype is type of first dataarg
        return self[self.dataargs()[0]].typename


class BasicCall(list):

    """Base class for Calls with and without a Signature."""

    def __init__(self, sig, *args):
        """Initialize from arguments."""
        if len(sig) != 1 + len(args):
            raise TypeError("%s takes %d arguments (%d given)" %
                            (sig[0], len(sig) - 1, len(args)))
        list.__init__(self, (str(sig[0]),) + args)
        self.__dict__["sig"] = sig

    def __str__(self):
        """Foramt as human readable."""
        return str(self[0]) + "(" + ", ".join(map(str, self[1:])) + ")"

    def __repr__(self):
        """Format as python parsable string."""
        return (type(self).__name__ + "(" + repr(self.sig) + ", " +
                ", ".join(map(repr, self[1:])) + ")")

    def __copy__(self):
        """Create a deep copy."""
        return type(self)(self.sig, *self[1:])

    def copy(self):
        """Create a deep copy."""
        return self.__copy__()


class Call(BasicCall):

    """A call to a signature."""

    def __init__(self, sig, *args):
        """Initialize from signature and arguments."""
        if not isinstance(sig, Signature):
            raise TypeError("a Signature is requred as first argument")
        BasicCall.__init__(self, sig, *args)

    def __getattr__(self, name):
        """Variable names as attributes."""
        for i, arg in enumerate(self.sig):
            if arg.name == name:
                return self[i]
        raise AttributeError("%r object has no attribute %r" %
                             (type(self).__name__, name))

    def __setattr__(self, name, value):
        """Variable names as attributes."""
        for i, arg in enumerate(self.sig):
            if arg.name == name:
                self[i] = value
                return
{'fraction_non_alphanumeric': 0.1339754816112084, 'fraction_numerical': 0.0036777583187390544, 'mean_word_length': 1.8068321454902925, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 10, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '5729362', 'n_tokens_mistral': 3217, 'n_tokens_neox': 3074, 'n_words': 915}