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compiler: implement numpy.full (#424).
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@ -170,6 +170,9 @@ def fn_min():
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def fn_max():
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return types.TBuiltinFunction("max")
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def fn_make_array():
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return types.TBuiltinFunction("make_array")
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def fn_print():
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return types.TBuiltinFunction("print")
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@ -170,6 +170,10 @@ class ASTSynthesizer:
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typ = builtins.fn_array()
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return asttyped.NameConstantT(value=None, type=typ,
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loc=self._add("numpy.array"))
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elif value is numpy.full:
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typ = builtins.fn_make_array()
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return asttyped.NameConstantT(value=None, type=typ,
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loc=self._add("numpy.full"))
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elif isinstance(value, (int, float)):
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if isinstance(value, int):
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typ = builtins.TInt()
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@ -1681,6 +1681,21 @@ class ARTIQIRGenerator(algorithm.Visitor):
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return self.append(ir.Select(cond, arg0, arg1))
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else:
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assert False
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elif types.is_builtin(typ, "make_array"):
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if len(node.args) == 2 and len(node.keywords) == 0:
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arg0, arg1 = map(self.visit, node.args)
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result = self.append(ir.Alloc([arg0], node.type))
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def body_gen(index):
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self.append(ir.SetElem(result, index, arg1))
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return self.append(ir.Arith(ast.Add(loc=None), index,
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ir.Constant(1, arg0.type)))
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self._make_loop(ir.Constant(0, self._size_type),
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lambda index: self.append(ir.Compare(ast.Lt(loc=None), index, arg0)),
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body_gen)
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return result
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else:
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assert False
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elif types.is_builtin(typ, "print"):
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self.polymorphic_print([self.visit(arg) for arg in node.args],
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separator=" ", suffix="\n")
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@ -1725,7 +1740,7 @@ class ARTIQIRGenerator(algorithm.Visitor):
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else:
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diag = diagnostic.Diagnostic("error",
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"builtin function '{name}' cannot be used in this context",
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{"name": typ.name},
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{"name": typ.find().name},
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node.loc)
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self.engine.process(diag)
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@ -845,6 +845,23 @@ class Inferencer(algorithm.Visitor):
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pass
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else:
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diagnose(valid_forms())
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elif types.is_builtin(typ, "make_array"):
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valid_forms = lambda: [
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valid_form("numpy.full(count:int32, value:'a) -> numpy.array(elt='a)")
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]
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self._unify(node.type, builtins.TArray(),
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node.loc, None)
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if len(node.args) == 2 and len(node.keywords) == 0:
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arg0, arg1 = node.args
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self._unify(arg0.type, builtins.TInt32(),
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arg0.loc, None)
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self._unify(arg1.type, node.type.find()["elt"],
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arg1.loc, None)
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else:
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diagnose(valid_forms())
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elif types.is_builtin(typ, "rtio_log"):
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valid_forms = lambda: [
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valid_form("rtio_log(channel:str, args...) -> None"),
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@ -109,6 +109,10 @@ class _RPC(EnvExperiment):
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def numpy_things(self):
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return (numpy.int32(10), numpy.int64(20), numpy.array([42,]))
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@kernel
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def numpy_full(self):
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return numpy.full(10, 20)
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@kernel
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def builtin(self):
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sleep(1.0)
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@ -126,6 +130,7 @@ class RPCTest(ExperimentCase):
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self.assertEqual(exp.args1kwargs2(), 2)
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self.assertEqual(exp.numpy_things(),
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(numpy.int32(10), numpy.int64(20), numpy.array([42,])))
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self.assertTrue((exp.numpy_full() == numpy.full(10, 20)).all())
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exp.builtin()
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