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Editing File: /home/ubuntu/combine_ai/combine/lib/python3.10/site-packages/numba/cuda/printimpl.py

from functools import singledispatch
from llvmlite import ir
from numba.core import types, cgutils
from numba.core.errors import NumbaWarning
from numba.core.imputils import Registry
from numba.cuda import nvvmutils
from warnings import warn

registry = Registry()
lower = registry.lower

voidptr = ir.PointerType(ir.IntType(8))

# NOTE: we don't use @lower here since print_item() doesn't return a LLVM value

@singledispatch
def print_item(ty, context, builder, val):
    """
    Handle printing of a single value of the given Numba type.
    A (format string, [list of arguments]) is returned that will allow
    forming the final printf()-like call.
    """
    raise NotImplementedError("printing unimplemented for values of type %s"
                              % (ty,))

@print_item.register(types.Integer)
@print_item.register(types.IntegerLiteral)
def int_print_impl(ty, context, builder, val):
    if ty in types.unsigned_domain:
        rawfmt = "%llu"
        dsttype = types.uint64
    else:
        rawfmt = "%lld"
        dsttype = types.int64
    lld = context.cast(builder, val, ty, dsttype)
    return rawfmt, [lld]

@print_item.register(types.Float)
def real_print_impl(ty, context, builder, val):
    lld = context.cast(builder, val, ty, types.float64)
    return "%f", [lld]

@print_item.register(types.StringLiteral)
def const_print_impl(ty, context, builder, sigval):
    pyval = ty.literal_value
    assert isinstance(pyval, str)  # Ensured by lowering
    rawfmt = "%s"
    val = context.insert_string_const_addrspace(builder, pyval)
    return rawfmt, [val]

@lower(print, types.VarArg(types.Any))
def print_varargs(context, builder, sig, args):
    """This function is a generic 'print' wrapper for arbitrary types.
    It dispatches to the appropriate 'print' implementations above
    depending on the detected real types in the signature."""

vprint = nvvmutils.declare_vprint(builder.module)

formats = []
    values = []

for i, (argtype, argval) in enumerate(zip(sig.args, args)):
        argfmt, argvals = print_item(argtype, context, builder, argval)
        formats.append(argfmt)
        values.extend(argvals)

rawfmt = " ".join(formats) + "\n"
    if len(args) > 32:
        msg = ('CUDA print() cannot print more than 32 items. '
               'The raw format string will be emitted by the kernel instead.')
        warn(msg, NumbaWarning)

rawfmt = rawfmt.replace('%', '%%')
    fmt = context.insert_string_const_addrspace(builder, rawfmt)
    array = cgutils.make_anonymous_struct(builder, values)
    arrayptr = cgutils.alloca_once_value(builder, array)

vprint = nvvmutils.declare_vprint(builder.module)
    builder.call(vprint, (fmt, builder.bitcast(arrayptr, voidptr)))

return context.get_dummy_value()

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