ipart := floatBits(imag(x))
		state.encodeUint(rpart)
		state.encodeUint(ipart)`,
	},
	{
		"float32",
		"Float32",
		"0",
		`bits := floatBits(float64(x))
		state.encodeUint(bits)`,
	},
	{
		"float64",
		"Float64",
		"0",
		`bits := floatBits(x)
		state.encodeUint(bits)`,
	},
	{
		"int",
		"Int",
		"0",
		`state.encodeInt(int64(x))`,
	},
	{
		"int16",
		"Int16",
		"0",

	if !ok {
		// It is kind bool but not type bool. TODO: We can handle this unsafely.
		return false
	}
	for _, x := range slice {
		if x != false || state.sendZero {
			if x {
				state.encodeUint(1)
			} else {
				state.encodeUint(0)
			}
		}
	}
	return true
}

func encComplex64Array(state *encoderState, v reflect.Value) bool {
	// Can only slice if it is addressable.
	if !v.CanAddr() {
		return false
	}

	if _, alreadySent := enc.sent[actual]; alreadySent {
		return false
	}
	info, err := getTypeInfo(ut)
	if err != nil {
		enc.setError(err)
		return
	}
	// Send the pair (-id, type)
	// Id:
	state.encodeInt(-int64(info.id))
	// Type:
	enc.encode(state.b, reflect.ValueOf(info.wire), wireTypeUserInfo)
	enc.writeMessage(w, state.b)
	if enc.err != nil {
		return
	}

	state.b.Write(state.buf[bc : uint64Size+1])
}

// encodeInt writes an encoded signed integer to state.w.
// The low bit of the encoding says whether to bit complement the (other bits of the)
// uint to recover the int.
func (state *encoderState) encodeInt(i int64) {
	var x uint64
	if i < 0 {
		x = uint64(^i<<1) | 1
	} else {
		x = uint64(i << 1)
	}
	state.encodeUint(x)
}

	defer testError(t)
	b := new(encBuffer)
	encState := newEncoderState(b)
	for _, tt := range encodeT {
		b.Reset()
		encState.encodeUint(tt.x)
		if !bytes.Equal(tt.b, b.Bytes()) {
			t.Errorf("encodeUint: %#x encode: expected % x got % x", tt.x, tt.b, b.Bytes())
		}
	}
	for u := uint64(0); ; u = (u + 1) * 7 {
		b.Reset()
		encState.encodeUint(u)
		decState := newDecodeState(newDecBuffer(b.Bytes()))
		v := decState.decodeUint()

internal fun String.canonicalize(
  pos: Int = 0,
  limit: Int = length,
  encodeSet: String,
  alreadyEncoded: Boolean = false,
  strict: Boolean = false,
  plusIsSpace: Boolean = false,
  unicodeAllowed: Boolean = false,
): String {
  return canonicalizeWithCharset(
    pos = pos,
    limit = limit,
    encodeSet = encodeSet,
    alreadyEncoded = alreadyEncoded,
    strict = strict,

      ) = apply {
        names +=
          name.canonicalizeWithCharset(
            encodeSet = FORM_ENCODE_SET,
            // Plus is encoded as `%2B`, space is encoded as plus.
            plusIsSpace = false,
            charset = charset,
          )
        values +=
          value.canonicalizeWithCharset(
            encodeSet = FORM_ENCODE_SET,
            // Plus is encoded as `%2B`, space is encoded as plus.

      }

    fun username(username: String) =
      apply {
        this.encodedUsername = username.canonicalize(encodeSet = USERNAME_ENCODE_SET)
      }

    fun encodedUsername(encodedUsername: String) =
      apply {
        this.encodedUsername =
          encodedUsername.canonicalize(
            encodeSet = USERNAME_ENCODE_SET,
            alreadyEncoded = true,
          )
      }

	return c.doEncode(obj, w, memAlloc)
}

func (c *codec) doEncode(obj runtime.Object, w io.Writer, memAlloc runtime.MemoryAllocator) error {
	encodeFn := c.encoder.Encode
	if memAlloc != nil {
		if encoder, supportsAllocator := c.encoder.(runtime.EncoderWithAllocator); supportsAllocator {
			encodeFn = func(obj runtime.Object, w io.Writer) error {
				return encoder.EncodeWithAllocator(obj, w, memAlloc)
			}
		} else {

      %outputs_83, %control_84 = tf_executor.island wraps "tf.EncodePng"(%outputs_81) {compression = -1 : i64, device = "/device:CPU:0"} : (tensor<*xui8>) -> tensor<*x!tf_type.string>