"""Defines a wrapper class for overridden python method definitions."""

from collections.abc import Callable, Collection, Mapping, Sequence
import functools
import traceback
from typing import Optional, TypeVar

from absl import logging

from tensorflow.compiler.mlir.quantization.stablehlo import quantization_config_pb2 as stablehlo_quant_config_pb2
from tensorflow.compiler.mlir.quantization.tensorflow import exported_model_pb2

		deltaLog.Debugf("ADS:%s: REQ %s Expired nonce received %s, sent %s", stype,
			con.ID(), request.ResponseNonce, previousInfo.NonceSent)
		xds.ExpiredNonce.With(typeTag.Value(v3.GetMetricType(request.TypeUrl))).Increment()
		return false
	}
	// If it comes here, that means nonce match. This an ACK. We should record
	// the ack details and respond if there is a change in resource names.

import java.util.Comparator;
import java.util.HashSet;
import java.util.LinkedHashSet;
import java.util.List;
import java.util.Map;
import java.util.Objects;
import java.util.Set;
import java.util.TreeMap;
import java.util.TreeSet;
import java.util.function.Predicate;
import java.util.stream.Collectors;

import static org.gradle.internal.logging.text.StyledTextOutput.Style.Description;

	}
	return sets.Set[string]{}
}

var (
	typeTag = monitoring.CreateLabel("type")
	nameTag = monitoring.CreateLabel("name")

	totalRejectedConfigs = monitoring.NewSum(
		"pilot_total_rejected_configs",
		"Total number of configs that Pilot had to reject or ignore.",
	)
)

func RecordRejectedConfig(gatewayName string) {
	totalRejectedConfigs.With(typeTag.Value("gateway"), nameTag.Value(gatewayName)).Increment()
}

	lockInit(&trace.stackTab[0].tab.mem.lock, lockRankTraceStackTab)
	lockInit(&trace.stackTab[1].tab.mem.lock, lockRankTraceStackTab)
	lockInit(&trace.typeTab[0].tab.mem.lock, lockRankTraceTypeTab)
	lockInit(&trace.typeTab[1].tab.mem.lock, lockRankTraceTypeTab)
	lockInit(&trace.lock, lockRankTrace)
}

// lockRankMayTraceFlush records the lock ranking effects of a
// potential call to traceFlush.
//

				id, request.ResponseNonce)
		}
		log.Debugf("ADS:%s: REQ %s Expired nonce received %s, sent %s", stype,
			id, request.ResponseNonce, previousInfo.NonceSent)
		ExpiredNonce.With(typeTag.Value(model.GetMetricType(request.TypeUrl))).Increment()
		return false, emptyResourceDelta
	}

	// If it comes here, that means nonce match.
	var previousResources []string
	var alwaysRespond bool

	// There are 2 of each: one for gen%2, one for 1-gen%2.
	stackTab  [2]traceStackTable  // maps stack traces to unique ids
	stringTab [2]traceStringTable // maps strings to unique ids
	typeTab   [2]traceTypeTable   // maps type pointers to unique ids

	// cpuLogRead accepts CPU profile samples from the signal handler where
	// they're generated. There are two profBufs here: one for gen%2, one for