"touches":1,"min_t":1316289444,"max_t":1316289444,"mean_t":1316289444},{"name":"transport.go","kids":[],"cl_weight":0.1,"touches":1,"min_t":1316289444,"max_t":1316289444,"mean_t":1316289444}],"cl_weight":0.9999999999999999,"touches":1,"min_t":1316289444,"max_t":1316289444,"mean_t":1316289444},{"name":"draw","kids":[{"name":"Makefile","kids":[],"cl_weight":1,"touches":1,"min_t":1258062920,"max_t":1258062920,"mean_t":1258062920}],"cl_weight":1,"touches":1,"min_t":1258062920,"max_t":1258062920,"mea...

	Name     string      `json:"name"`
	Kids     []*codeNode `json:"kids"`
	CLWeight float64     `json:"cl_weight"`
	Touches  int         `json:"touches"`
	MinT     int64       `json:"min_t"`
	MaxT     int64       `json:"max_t"`
	MeanT    int64       `json:"mean_t"`
}

var codeJSON []byte
var codeStruct codeResponse

func codeInit() {
	f, err := os.Open("testdata/code.json.gz")
	if err != nil {
		panic(err)
	}

                                PatternRewriter& rewriter) const override;
};

// Convert reduce mean 4d to avg pool.
struct ReduceMeanToAvgPool : public OpRewritePattern<TFL::MeanOp> {
  using OpRewritePattern<TFL::MeanOp>::OpRewritePattern;

  LogicalResult matchAndRewrite(TFL::MeanOp mean_op,
                                PatternRewriter& rewriter) const override;
};

// Insert Requant ops for reduce_mean.

    assertThrows(IllegalArgumentException.class, () -> Stats.meanOf(ImmutableList.<Number>of()));
    assertThat(Stats.meanOf(ONE_VALUE)).isWithin(ALLOWED_ERROR).of(ONE_VALUE);
    assertThat(Stats.meanOf(POSITIVE_INFINITY)).isPositiveInfinity();
    assertThat(Stats.meanOf(NEGATIVE_INFINITY)).isNegativeInfinity();
    assertThat(Stats.meanOf(NaN)).isNaN();

  auto new_mean_op =
      rewriter.create<TFL::MeanOp>(mean_op->getLoc(), new_output_type, input,
                                   mean_op.getAxis(), mean_op.getKeepDims());

  // Insert a requant op.
  rewriter.replaceOpWithNewOp<TFL::QuantizeOp>(
      mean_op, output_type, new_mean_op, mlir::TypeAttr::get(output_type));
  return success();
}

}  // namespace tac

package cmd

import (
	"errors"
)

// errInvalidArgument means that input argument is invalid.
var errInvalidArgument = errors.New("Invalid arguments specified")

// errMethodNotAllowed means that method is not allowed.
var errMethodNotAllowed = errors.New("Method not allowed")

// errSignatureMismatch means signature did not match.
var errSignatureMismatch = errors.New("Signature does not match")

  public static double meanOf(long... values) {
    checkArgument(values.length > 0);
    double mean = values[0];
    for (int index = 1; index < values.length; index++) {
      double value = values[index];
      if (isFinite(value) && isFinite(mean)) {
        // Art of Computer Programming vol. 2, Knuth, 4.2.2, (15)
        mean += (value - mean) / (index + 1);
      } else {
        mean = calculateNewMeanNonFinite(mean, value);
      }

  public static double meanOf(long... values) {
    checkArgument(values.length > 0);
    double mean = values[0];
    for (int index = 1; index < values.length; index++) {
      double value = values[index];
      if (isFinite(value) && isFinite(mean)) {
        // Art of Computer Programming vol. 2, Knuth, 4.2.2, (15)
        mean += (value - mean) / (index + 1);
      } else {
        mean = calculateNewMeanNonFinite(mean, value);
      }

import com.google.caliper.BeforeExperiment;
import com.google.caliper.Benchmark;
import com.google.caliper.Param;
import com.google.common.collect.BenchmarkHelpers.SetImpl;

/**
 * This is meant to be used with {@code --measureMemory} to measure the memory usage of various
 * {@code Set} implementations.
 *
 * @author Christopher Swenson
 */
public class SetCreationBenchmark {
  @Param({

Unfortunately, writing controllers is very error prone, even for seemingly simple cases.
To work around this, Istio has a variety of abstractions meant to make writing controllers easier.

## Clients

Istio offers a variety of increasingly high level abstractions on top of the common Kubernetes [`client-go`](https://github.com/kubernetes/client-go).

```mermaid