absl::Span<AbstractTensorHandle*> grad_inputs) = 0;
  virtual ~GradientFunction() {}
};

// Metadata from the forward operation that is made available to the
// gradient registerer to instantiate a GradientFunction.
struct ForwardOperation {
 public:
  string op_name;
  std::vector<AbstractTensorHandle*> inputs;
  std::vector<AbstractTensorHandle*> outputs;
  std::vector<int64_t> skip_input_indices;
  AttrBuilder attrs;
};

// continuously for some time. How often to update the EventSeries is up to the event reporters.
// The default event reporter in "k8s.io/client-go/tools/events/event_broadcaster.go" shows
// how this struct is updated on heartbeats and can guide customized reporter implementations.
message EventSeries {
  // count is the number of occurrences in this series up to the last heartbeat time.
  optional int32 count = 1;

</p>

<p>
Field offsets are of the form <code><i>type</i>_<i>field</i></code>.
Struct sizes are of the form <code><i>type</i>__size</code>.
For example, consider the following Go definition:
</p>

<pre>
type reader struct {
	buf [bufSize]byte
	r   int
}
</pre>

<p>
Assembly can refer to the size of this struct
as <code>reader__size</code> and the offsets of the two fields

	"encoding/base64"
	"errors"
	"net/http"
	"path"
	"strings"

	xhttp "github.com/minio/minio/internal/http"
	"github.com/minio/minio/internal/kms"
	"github.com/minio/minio/internal/logger"
)

type sses3 struct{}

var (
	// S3 represents AWS SSE-S3. It provides functionality to handle
	// SSE-S3 requests.
	S3 = sses3{}

	_ Type = S3
)

// String returns the SSE domain as string. For SSE-S3 the

		}
		w.AddRow(ws)
	}
	w.Flush()
	if injectedTotal > 1 {
		fmt.Fprintf(writer, "ERROR: multiple webhooks will inject, which can lead to errors")
	}
	return nil
}

type webhookAnalysis struct {
	Name     string
	Revision string
	Injected bool
	Reason   string
}

func analyzeRunningWebhooks(whs []admitv1.MutatingWebhookConfiguration, podLabels, nsLabels map[string]string) []webhookAnalysis {

	}
	if rb.IsFull() {
		t.Fatalf("expect IsFull is false but got true")
	}
}

func TestRingBufferCloseError(t *testing.T) {
	type testError1 struct{ error }
	type testError2 struct{ error }

	rb := New(100)
	rb.CloseWithError(testError1{})
	if _, err := rb.Write(nil); err != (testError1{}) {
		t.Errorf("Write error: got %T, want testError1", err)
	}

	}
	delMarkerLc, err := lifecycle.ParseLifecycleConfig(strings.NewReader(delMarkerILM))
	if err != nil {
		t.Fatalf("Failed to parse delMarkerILM test ILM policy %v", err)
	}
	tests := []struct {
		ilm       lifecycle.Lifecycle
		retention lock.Retention
		obj       ObjectInfo
		want      lifecycle.Action
	}{
		{
			// with object locking
			ilm:       *deleteAllLc,

package clause_test

import (
	"fmt"
	"testing"

	"gorm.io/gorm/clause"
)

func TestWhere(t *testing.T) {
	results := []struct {
		Clauses []clause.Interface
		Result  string
		Vars    []interface{}
	}{
		{
			[]clause.Interface{clause.Select{}, clause.From{}, clause.Where{

		}
		if allEmpty {
			j.ObjectV2.PartETags = nil
		}
	}
	return o, err
}

// xlMetaV2VersionHeaderV2 is a version 2 of xlMetaV2VersionHeader before EcN and EcM were added.
type xlMetaV2VersionHeaderV2 struct {
	*xlMetaV2VersionHeader
}

// UnmarshalMsg implements msgp.Unmarshaler
func (z *xlMetaV2VersionHeaderV2) UnmarshalMsg(bts []byte) (o []byte, err error) {
	z.EcN, z.EcN = 0, 0
	var zb0001 uint32

	"io"
	"net"
	"net/http"
	"time"

	"github.com/klauspost/compress/gzip"
)

// ResponseRecorder - is a wrapper to trap the http response
// status code and to record the response body
type ResponseRecorder struct {
	http.ResponseWriter
	io.ReaderFrom
	StatusCode int
	// Log body of 4xx or 5xx responses
	LogErrBody bool
	// Log body of all responses
	LogAllBody bool

	ttfbHeader time.Duration