*             const val K = 1
         *         }
         *     }
         *
         * the compiler reports "Variable 'K' must be initialized". This happens because there is no guarantee that the companion object
         * was initialized at the time when we use `C.K` for the enum entry `ONE`. To avoid this type of compiler errors, we don't shorten

	if cap(state.blockDebug) < f.NumBlocks() {
		state.blockDebug = make([]BlockDebug, f.NumBlocks())
	} else {
		// This local variable, and the ones like it below, enable compiler
		// optimizations. Don't inline them.
		b := state.blockDebug[:f.NumBlocks()]
		for i := range b {
			b[i] = BlockDebug{}
		}
	}

	// A list of slots per Value. Reuse the previous child slices.

	// minLegalPointer is the smallest possible legal pointer.
	// This is the smallest possible architectural page size,
	// since we assume that the first page is never mapped.
	//
	// This should agree with minZeroPage in the compiler.
	minLegalPointer uintptr = 4096

	// minHeapForMetadataHugePages sets a threshold on when certain kinds of
	// heap metadata, currently the arenas map L2 entries and page alloc bitmap

//
//go:linkname makemap_small
func makemap_small() *hmap {
	h := new(hmap)
	h.hash0 = uint32(rand())
	return h
}

// makemap implements Go map creation for make(map[k]v, hint).
// If the compiler has determined that the map or the first bucket
// can be created on the stack, h and/or bucket may be non-nil.
// If h != nil, the map can be created directly in h.

	// On Windows, asmcgocall_landingpad acts as landing pad for exceptions
	// thrown in the cgo call. Exceptions that reach this function will be
	// handled by runtime.sehtramp thanks to the SEH metadata added
	// by the compiler.
	// Note that runtime.sehtramp can't be attached directly to asmcgocall
	// because its initial stack pointer can be outside the system stack bounds,

==== Toolchain support in Scala

When using <<scala_plugin.adoc#sec:scala_tasks,toolchains in Scala>>, the `-target` option of the Scala compiler will now be set automatically.
This means that using a version of Java that cannot be targeted by a version of Scala will result in an error.
Providing this flag in the compiler options will disable this behaviour and allow to use a higher Java version to compile for a lower bytecode target.

		}
	}
	return foo
}

// Return a list of functions that we don't want to ever appear in CPU
// profiles. For gccgo, that list includes the sigprof handler itself.
func avoidFunctions() []string {
	if runtime.Compiler == "gccgo" {
		return []string{"runtime.sigprof"}
	}
	return nil
}

func TestCPUProfile(t *testing.T) {
	matches := matchAndAvoidStacks(stackContains, []string{"runtime/pprof.cpuHog1"}, avoidFunctions())

func countRule(v *Value, key string) bool {
	f := v.Block.Func
	if f.ruleMatches == nil {
		f.ruleMatches = make(map[string]int)
	}
	f.ruleMatches[key]++
	return true
}

// warnRule generates compiler debug output with string s when
// v is not in autogenerated code, cond is true and the rule has fired.
func warnRule(cond bool, v *Value, s string) bool {
	if pos := v.Pos; pos.Line() > 1 && cond {

// The value is set to "1" by a -X option to cmd/link. We assume that
// because this is possible, the compiler will not optimize testBinary
// into a constant on the basis that it is an unexported package-scope
// variable that is never changed. If the compiler ever starts implementing
// such an optimization, we will need some technique to mark this variable
// as "changed by a cmd/link -X option".

from typing import Collection, Iterable, Mapping, Sequence, Tuple, Optional, Union, List

from absl.testing import parameterized
import numpy as np
import tensorflow  # pylint: disable=unused-import

from tensorflow.compiler.mlir.quantization.tensorflow.python import representative_dataset as repr_dataset
from tensorflow.core.framework import function_pb2
from tensorflow.core.framework import graph_pb2
from tensorflow.core.framework import node_def_pb2