// we have separate ops for them. If only one of them is used then the other
    // one will be garbage collected later.
    if (!mlir::isa<ShapedType>(operand.getType())) return failure();
    auto operand_type = mlir::cast<ShapedType>(operand.getType());
    if (operand_type.getElementType().isInteger(1)) {
      // TF does not support min or max on boolean (int1) arguments.
      // Use AnyOp for MaxOp and AllOp for MinOp.

    BuildableType<"$_builder.getType<::mlrt::compiler::FutureType>()"> {
  let description = [{
    `!mlrt.future type` represents a C++ mlrt::Future.
  }];
}

def MlrtPromiseType : DialectType<Mlrt_Dialect,
    CPred<"$_self.isa<::mlrt::compiler::PromiseType>()">, "!mlrt.promise type">,
    BuildableType<"$_builder.getType<::mlrt::compiler::PromiseType>()"> {
  let description = [{

    public String toString() {
        return getGroupId() + ":" + getArtifactId() + ":" + getVersion() + ":"
                + (getClassifier() == null ? "" : getClassifier()) + ":"
                + (getType() == null ? DEFAULT_TYPE : getType());
    }

      if (const QuantizedType qtype =
              QuantizedType::getQuantizedElementType(q.getArg().getType())) {
        rewriter.setInsertionPoint(op);
        rewriter.replaceOpWithNewOp<quantfork::DequantizeCastOp>(
            op, op.getResult().getType(), q.getArg());
        return success();
      }

      op.replaceAllUsesWith(q.getArg());
      return success();
    }

                    Hexdump.toHexString(checksumData),
                    this.serverSignature.getType(),
                    Hexdump.toHexString(this.serverSignature.getChecksum())));
        }

        byte checksum[] = PacMac.calculateMac(this.serverSignature.getType(), keys, checksumData);
        if ( !MessageDigest.isEqual(this.serverSignature.getChecksum(), checksum) ) {

            encoder.writeString(attribute.getName());
            if (attribute.getType().equals(Boolean.class)) {
                encoder.writeByte(BOOLEAN_ATTRIBUTE);
                encoder.writeBoolean((Boolean) container.getAttribute(attribute));
            } else if (attribute.getType().equals(String.class)){
                encoder.writeByte(STRING_ATTRIBUTE);

    auto reshape_type =
        mlir::cast<ShapedType>(reshape_op.getOutput().getType());

    if (!reshape_type.hasStaticShape()) return failure();
    ArrayRef<int64_t> reshape_shape = reshape_type.getShape();

    auto input_type = mlir::cast<ShapedType>(op.getInput().getType());
    auto output_type = mlir::cast<ShapedType>(op.getOutput().getType());

    if (!input_type.hasRank() || !output_type.hasRank()) return failure();

        if (getType() != null && !targetType.isAssignableFrom(getType())) {
            throw new IllegalArgumentException(String.format("Cannot set the value of %s of type %s using a provider of type %s.", owner.getDisplayName(), targetType.getName(), getType().getName()));
        } else if (getType() == null) {

        mul_op.getLoc(), filter.getType(), multiplier, broadcast_dims);
    Value new_filter = rewriter.create<mhlo::MulOp>(
        mul_op.getLoc(), filter.getType(), filter, broadcast_multiplier);
    Value new_conv = rewriter.create<mhlo::ConvolutionOp>(
        mul_op.getLoc(), conv_op.getType(), conv_op.getLhs(), new_filter,
        conv_op.getWindowStridesAttr(), conv_op.getPaddingAttr(),

    @Override
    public int hashCode() {
        return normalizedContentHash.hashCode();
    }

    @Override
    public String toString() {
        return String.format("IGNORED / %s", getType() == FileType.Directory ? "DIR" : getType() == FileType.Missing ? "MISSING" : normalizedContentHash);
    }