// where {hi,lo} are characters forming a surrogate pair such that:
    // codePointOf(hi, lo) > safeMax
    // which would result in the surrogate pair being (wrongly) considered safe.
    // If we clip the safe range used during the per-character tests so it is
    // below the values of characters in surrogate pairs, this cannot occur.
    // This approach does mean that we break out of the fast path code in cases

	}
}

// Clone returns a copy of the record with no shared state.
// The original record and the clone can both be modified
// without interfering with each other.
func (r Record) Clone() Record {
	r.back = slices.Clip(r.back) // prevent append from mutating shared array
	return r
}

// NumAttrs returns the number of attributes in the [Record].
func (r Record) NumAttrs() int {
	return r.nFront + len(r.back)
}

// The caller must ensure that the root slice is not modified while the Graph
// may be in use.
func NewGraph(cmp func(p, v1, v2 string) int, roots []module.Version) *Graph {
	g := &Graph{
		cmp:      cmp,
		roots:    slices.Clip(roots),
		required: make(map[module.Version][]module.Version),
		isRoot:   make(map[module.Version]bool),
		selected: make(map[string]string),
	}

	for _, m := range roots {
		g.isRoot[m] = true

    %i8_max = "tf.Const"() {value = dense<127.0> : tensor<f32>} : () -> tensor<f32>
    %clip = "tf.ClipByValue"(%round, %i8_min, %i8_max) : (tensor<*xf32>, tensor<f32>, tensor<f32>) -> tensor<*xf32>
    %i8 = "tf.Cast"(%clip) : (tensor<*xf32>) -> tensor<*xi8>
    func.return %i8 : tensor<*xi8>
  }

  func.func private @internal_dequantize_i32(%input : tensor<*xi32>,

}

func (n *Node) calcQLatency(qlen int) time.Duration {
	if !n.qLatencyEnabled {
		return 0
	}

	// Compute the queue latency in milliseconds.
	latency := math.Pow(1.2, float64(qlen+1))

	// Clip the latency at the maximum value.
	clippedLatency := math.Min(latency, float64(maxQLatency.Milliseconds()))

	// Return the latency as milliseconds.
	return time.Duration(clippedLatency) * time.Millisecond
}

		"context.WithTimeout":  true,
		"context.WithValue":    true,
		"errors.New":           true,
		"fmt.Errorf":           true,
		"fmt.Sprint":           true,
		"fmt.Sprintf":          true,
		"slices.Clip":          true,
		"slices.Compact":       true,
		"slices.CompactFunc":   true,
		"slices.Delete":        true,
		"slices.DeleteFunc":    true,
		"slices.Grow":          true,
		"slices.Insert":        true,

		defer cancel()

		cmd := exec.CommandContext(ctx, h.hgPath, "serve", "--port", "0", "--address", "localhost", "--accesslog", os.DevNull, "--name", "vcweb", "--print-url")
		cmd.Dir = dir
		cmd.Env = append(slices.Clip(env), "PWD="+dir)

		cmd.Cancel = func() error {
			err := cmd.Process.Signal(os.Interrupt)
			if err != nil && !errors.Is(err, os.ErrProcessDone) {
				err = cmd.Process.Kill()
			}
			return err
		}

	// with a signal they might fail to clean up some temp files, and we don't
	// want that to cause an "unexpected files" failure at the end of the run.
	cmd.Env = append(slices.Clip(tg.env), tempEnvName()+"="+t.TempDir())

	cmd.SysProcAttr = &syscall.SysProcAttr{
		Setpgid: true,
	}
	cmd.Cancel = func() error {
		pgid := cmd.Process.Pid
		return syscall.Kill(-pgid, syscall.SIGINT)
	}

	if n < 0 {
		panic("cannot be negative")
	}
	if n -= cap(s) - len(s); n > 0 {
		s = append(s[:cap(s)], make([]E, n)...)[:len(s)]
	}
	return s
}

// Clip removes unused capacity from the slice, returning s[:len(s):len(s)].
func Clip[S ~[]E, E any](s S) S {
	return s[:len(s):len(s)]
}

// TODO: There are other rotate algorithms.

	// We can't use assignment because we can't copy the mutex.
	return &commonHandler{
		json:              h.json,
		opts:              h.opts,
		preformattedAttrs: slices.Clip(h.preformattedAttrs),
		groupPrefix:       h.groupPrefix,
		groups:            slices.Clip(h.groups),
		nOpenGroups:       h.nOpenGroups,
		w:                 h.w,
		mu:                h.mu, // mutex shared among all clones of this handler
	}
}