diff --git a/flang/include/flang/Optimizer/Dialect/FIROps.td b/flang/include/flang/Optimizer/Dialect/FIROps.td
--- a/flang/include/flang/Optimizer/Dialect/FIROps.td
+++ b/flang/include/flang/Optimizer/Dialect/FIROps.td
@@ -250,7 +250,7 @@
       p << ", ";
       p.printOperand(sh);
     }
-    p.printOptionalAttrDict(getAttrs(), {inType(), lenpName()});
+    p.printOptionalAttrDict((*this)->getAttrs(), {inType(), lenpName()});
   }];
 
   string extraAllocClassDeclaration = [{
@@ -431,7 +431,7 @@
   let printer = [{
     p << getOperationName() << ' ';
     p.printOperand(memref());
-    p.printOptionalAttrDict(getAttrs(), {});
+    p.printOptionalAttrDict((*this)->getAttrs(), {});
     p << " : " << memref().getType();
   }];
 
@@ -483,7 +483,7 @@
     p.printOperand(value());
     p << " to ";
     p.printOperand(memref());
-    p.printOptionalAttrDict(getAttrs(), {});
+    p.printOptionalAttrDict((*this)->getAttrs(), {});
     p << " : " << memref().getType();
   }];
 
diff --git a/mlir/examples/toy/Ch2/mlir/Dialect.cpp b/mlir/examples/toy/Ch2/mlir/Dialect.cpp
--- a/mlir/examples/toy/Ch2/mlir/Dialect.cpp
+++ b/mlir/examples/toy/Ch2/mlir/Dialect.cpp
@@ -121,7 +121,7 @@
 /// strings, attributes, operands, types, etc.
 static void print(mlir::OpAsmPrinter &printer, ConstantOp op) {
   printer << "toy.constant ";
-  printer.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/{"value"});
+  printer.printOptionalAttrDict(op->getAttrs(), /*elidedAttrs=*/{"value"});
   printer << op.value();
 }
 
diff --git a/mlir/examples/toy/Ch7/mlir/Dialect.cpp b/mlir/examples/toy/Ch7/mlir/Dialect.cpp
--- a/mlir/examples/toy/Ch7/mlir/Dialect.cpp
+++ b/mlir/examples/toy/Ch7/mlir/Dialect.cpp
@@ -190,7 +190,7 @@
 /// strings, attributes, operands, types, etc.
 static void print(mlir::OpAsmPrinter &printer, ConstantOp op) {
   printer << "toy.constant ";
-  printer.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/{"value"});
+  printer.printOptionalAttrDict(op->getAttrs(), /*elidedAttrs=*/{"value"});
   printer << op.value();
 }
 
diff --git a/mlir/include/mlir/IR/OpDefinition.h b/mlir/include/mlir/IR/OpDefinition.h
--- a/mlir/include/mlir/IR/OpDefinition.h
+++ b/mlir/include/mlir/IR/OpDefinition.h
@@ -124,7 +124,11 @@
   void setLoc(Location loc) { state->setLoc(loc); }
 
   /// Return all of the attributes on this operation.
-  ArrayRef<NamedAttribute> getAttrs() { return state->getAttrs(); }
+  LLVM_ATTRIBUTE_DEPRECATED(
+      ArrayRef<NamedAttribute> getAttrs(),
+      "Use Operation::getAttrs() instead (replace '.' with '->').") {
+    return state->getAttrs();
+  }
 
   /// A utility iterator that filters out non-dialect attributes.
   using dialect_attr_iterator = Operation::dialect_attr_iterator;
diff --git a/mlir/lib/Conversion/SPIRVToLLVM/SPIRVToLLVM.cpp b/mlir/lib/Conversion/SPIRVToLLVM/SPIRVToLLVM.cpp
--- a/mlir/lib/Conversion/SPIRVToLLVM/SPIRVToLLVM.cpp
+++ b/mlir/lib/Conversion/SPIRVToLLVM/SPIRVToLLVM.cpp
@@ -420,7 +420,7 @@
       return success();
     }
     rewriter.replaceOpWithNewOp<LLVM::ConstantOp>(constOp, dstType, operands,
-                                                  constOp.getAttrs());
+                                                  constOp->getAttrs());
     return success();
   }
 };
@@ -625,7 +625,7 @@
     if (!dstType)
       return failure();
     rewriter.template replaceOpWithNewOp<LLVMOp>(operation, dstType, operands,
-                                                 operation.getAttrs());
+                                                 operation->getAttrs());
     return success();
   }
 };
@@ -799,14 +799,14 @@
                   ConversionPatternRewriter &rewriter) const override {
     if (callOp.getNumResults() == 0) {
       rewriter.replaceOpWithNewOp<LLVM::CallOp>(callOp, llvm::None, operands,
-                                                callOp.getAttrs());
+                                                callOp->getAttrs());
       return success();
     }
 
     // Function returns a single result.
     auto dstType = typeConverter.convertType(callOp.getType(0));
     rewriter.replaceOpWithNewOp<LLVM::CallOp>(callOp, dstType, operands,
-                                              callOp.getAttrs());
+                                              callOp->getAttrs());
     return success();
   }
 };
diff --git a/mlir/lib/Dialect/Affine/IR/AffineOps.cpp b/mlir/lib/Dialect/Affine/IR/AffineOps.cpp
--- a/mlir/lib/Dialect/Affine/IR/AffineOps.cpp
+++ b/mlir/lib/Dialect/Affine/IR/AffineOps.cpp
@@ -506,7 +506,7 @@
   p << AffineApplyOp::getOperationName() << " " << op.mapAttr();
   printDimAndSymbolList(op.operand_begin(), op.operand_end(),
                         op.getAffineMap().getNumDims(), p);
-  p.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/{"map"});
+  p.printOptionalAttrDict(op->getAttrs(), /*elidedAttrs=*/{"map"});
 }
 
 static LogicalResult verify(AffineApplyOp op) {
@@ -1516,7 +1516,7 @@
 
   p.printRegion(op.region(),
                 /*printEntryBlockArgs=*/false, printBlockTerminators);
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           /*elidedAttrs=*/{op.getLowerBoundAttrName(),
                                            op.getUpperBoundAttrName(),
                                            op.getStepAttrName()});
@@ -1969,7 +1969,7 @@
   }
 
   // Print the attribute list.
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           /*elidedAttrs=*/op.getConditionAttrName());
 }
 
@@ -2100,7 +2100,8 @@
           op->getAttrOfType<AffineMapAttr>(op.getMapAttrName()))
     p.printAffineMapOfSSAIds(mapAttr, op.getMapOperands());
   p << ']';
-  p.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/{op.getMapAttrName()});
+  p.printOptionalAttrDict(op->getAttrs(),
+                          /*elidedAttrs=*/{op.getMapAttrName()});
   p << " : " << op.getMemRefType();
 }
 
@@ -2216,7 +2217,8 @@
           op->getAttrOfType<AffineMapAttr>(op.getMapAttrName()))
     p.printAffineMapOfSSAIds(mapAttr, op.getMapOperands());
   p << ']';
-  p.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/{op.getMapAttrName()});
+  p.printOptionalAttrDict(op->getAttrs(),
+                          /*elidedAttrs=*/{op.getMapAttrName()});
   p << " : " << op.getMemRefType();
 }
 
@@ -2268,7 +2270,7 @@
 
   if (operands.size() != numDims)
     p << '[' << operands.drop_front(numDims) << ']';
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           /*elidedAttrs=*/{T::getMapAttrName()});
 }
 
@@ -2422,7 +2424,7 @@
     << "locality<" << op.localityHint() << ">, "
     << (op.isDataCache() ? "data" : "instr");
   p.printOptionalAttrDict(
-      op.getAttrs(),
+      op->getAttrs(),
       /*elidedAttrs=*/{op.getMapAttrName(), op.getLocalityHintAttrName(),
                        op.getIsDataCacheAttrName(), op.getIsWriteAttrName()});
   p << " : " << op.getMemRefType();
@@ -2738,7 +2740,7 @@
   p.printRegion(op.region(), /*printEntryBlockArgs=*/false,
                 /*printBlockTerminators=*/op.getNumResults());
   p.printOptionalAttrDict(
-      op.getAttrs(),
+      op->getAttrs(),
       /*elidedAttrs=*/{AffineParallelOp::getReductionsAttrName(),
                        AffineParallelOp::getLowerBoundsMapAttrName(),
                        AffineParallelOp::getUpperBoundsMapAttrName(),
@@ -2938,7 +2940,8 @@
           op->getAttrOfType<AffineMapAttr>(op.getMapAttrName()))
     p.printAffineMapOfSSAIds(mapAttr, op.getMapOperands());
   p << ']';
-  p.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/{op.getMapAttrName()});
+  p.printOptionalAttrDict(op->getAttrs(),
+                          /*elidedAttrs=*/{op.getMapAttrName()});
   p << " : " << op.getMemRefType() << ", " << op.getType();
 }
 
@@ -3026,7 +3029,8 @@
           op->getAttrOfType<AffineMapAttr>(op.getMapAttrName()))
     p.printAffineMapOfSSAIds(mapAttr, op.getMapOperands());
   p << ']';
-  p.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/{op.getMapAttrName()});
+  p.printOptionalAttrDict(op->getAttrs(),
+                          /*elidedAttrs=*/{op.getMapAttrName()});
   p << " : " << op.getMemRefType() << ", " << op.getValueToStore().getType();
 }
 
diff --git a/mlir/lib/Dialect/Async/IR/Async.cpp b/mlir/lib/Dialect/Async/IR/Async.cpp
--- a/mlir/lib/Dialect/Async/IR/Async.cpp
+++ b/mlir/lib/Dialect/Async/IR/Async.cpp
@@ -135,7 +135,8 @@
 
   // -> (!async.value<!return.type>, ...)
   p.printOptionalArrowTypeList(op.getResultTypes().drop_front(1));
-  p.printOptionalAttrDictWithKeyword(op.getAttrs(), {kOperandSegmentSizesAttr});
+  p.printOptionalAttrDictWithKeyword(op->getAttrs(),
+                                     {kOperandSegmentSizesAttr});
   p.printRegion(op.body(), /*printEntryBlockArgs=*/false);
 }
 
diff --git a/mlir/lib/Dialect/GPU/IR/GPUDialect.cpp b/mlir/lib/Dialect/GPU/IR/GPUDialect.cpp
--- a/mlir/lib/Dialect/GPU/IR/GPUDialect.cpp
+++ b/mlir/lib/Dialect/GPU/IR/GPUDialect.cpp
@@ -344,7 +344,7 @@
                       op.getThreadIds());
 
   p.printRegion(op.body(), /*printEntryBlockArgs=*/false);
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
 }
 
 // Parse the size assignment blocks for blocks and threads.  These have the form
@@ -837,7 +837,7 @@
 static void print(OpAsmPrinter &p, GPUModuleOp op) {
   p << op.getOperationName() << ' ';
   p.printSymbolName(op.getName());
-  p.printOptionalAttrDictWithKeyword(op.getAttrs(),
+  p.printOptionalAttrDictWithKeyword(op->getAttrs(),
                                      {SymbolTable::getSymbolAttrName()});
   p.printRegion(op->getRegion(0), /*printEntryBlockArgs=*/false,
                 /*printBlockTerminators=*/false);
diff --git a/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp b/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp
--- a/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp
+++ b/mlir/lib/Dialect/LLVMIR/IR/LLVMDialect.cpp
@@ -88,14 +88,14 @@
 static void printICmpOp(OpAsmPrinter &p, ICmpOp &op) {
   p << op.getOperationName() << " \"" << stringifyICmpPredicate(op.predicate())
     << "\" " << op.getOperand(0) << ", " << op.getOperand(1);
-  p.printOptionalAttrDict(op.getAttrs(), {"predicate"});
+  p.printOptionalAttrDict(op->getAttrs(), {"predicate"});
   p << " : " << op.lhs().getType();
 }
 
 static void printFCmpOp(OpAsmPrinter &p, FCmpOp &op) {
   p << op.getOperationName() << " \"" << stringifyFCmpPredicate(op.predicate())
     << "\" " << op.getOperand(0) << ", " << op.getOperand(1);
-  p.printOptionalAttrDict(processFMFAttr(op.getAttrs()), {"predicate"});
+  p.printOptionalAttrDict(processFMFAttr(op->getAttrs()), {"predicate"});
   p << " : " << op.lhs().getType();
 }
 
@@ -172,9 +172,9 @@
 
   p << op.getOperationName() << ' ' << op.arraySize() << " x " << elemTy;
   if (op.alignment().hasValue() && *op.alignment() != 0)
-    p.printOptionalAttrDict(op.getAttrs());
+    p.printOptionalAttrDict(op->getAttrs());
   else
-    p.printOptionalAttrDict(op.getAttrs(), {"alignment"});
+    p.printOptionalAttrDict(op->getAttrs(), {"alignment"});
   p << " : " << funcTy;
 }
 
@@ -402,7 +402,7 @@
   if (op.volatile_())
     p << "volatile ";
   p << op.addr();
-  p.printOptionalAttrDict(op.getAttrs(), {kVolatileAttrName});
+  p.printOptionalAttrDict(op->getAttrs(), {kVolatileAttrName});
   p << " : " << op.addr().getType();
 }
 
@@ -460,7 +460,7 @@
   if (op.volatile_())
     p << "volatile ";
   p << op.value() << ", " << op.addr();
-  p.printOptionalAttrDict(op.getAttrs(), {kVolatileAttrName});
+  p.printOptionalAttrDict(op->getAttrs(), {kVolatileAttrName});
   p << " : " << op.addr().getType();
 }
 
@@ -536,7 +536,7 @@
   p << " unwind ";
   p.printSuccessorAndUseList(op.unwindDest(), op.unwindDestOperands());
 
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           {InvokeOp::getOperandSegmentSizeAttr(), "callee"});
   p << " : ";
   p.printFunctionalType(
@@ -694,7 +694,7 @@
       << value.getType() << ") ";
   }
 
-  p.printOptionalAttrDict(op.getAttrs(), {"cleanup"});
+  p.printOptionalAttrDict(op->getAttrs(), {"cleanup"});
 
   p << ": " << op.getType();
 }
@@ -816,7 +816,7 @@
 
   auto args = op.getOperands().drop_front(isDirect ? 0 : 1);
   p << '(' << args << ')';
-  p.printOptionalAttrDict(processFMFAttr(op.getAttrs()), {"callee"});
+  p.printOptionalAttrDict(processFMFAttr(op->getAttrs()), {"callee"});
 
   // Reconstruct the function MLIR function type from operand and result types.
   p << " : "
@@ -922,7 +922,7 @@
 static void printExtractElementOp(OpAsmPrinter &p, ExtractElementOp &op) {
   p << op.getOperationName() << ' ' << op.vector() << "[" << op.position()
     << " : " << op.position().getType() << "]";
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
   p << " : " << op.vector().getType();
 }
 
@@ -954,7 +954,7 @@
 
 static void printExtractValueOp(OpAsmPrinter &p, ExtractValueOp &op) {
   p << op.getOperationName() << ' ' << op.container() << op.position();
-  p.printOptionalAttrDict(op.getAttrs(), {"position"});
+  p.printOptionalAttrDict(op->getAttrs(), {"position"});
   p << " : " << op.container().getType();
 }
 
@@ -1037,7 +1037,7 @@
 static void printInsertElementOp(OpAsmPrinter &p, InsertElementOp &op) {
   p << op.getOperationName() << ' ' << op.value() << ", " << op.vector() << "["
     << op.position() << " : " << op.position().getType() << "]";
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
   p << " : " << op.vector().getType();
 }
 
@@ -1079,7 +1079,7 @@
 static void printInsertValueOp(OpAsmPrinter &p, InsertValueOp &op) {
   p << op.getOperationName() << ' ' << op.value() << ", " << op.container()
     << op.position();
-  p.printOptionalAttrDict(op.getAttrs(), {"position"});
+  p.printOptionalAttrDict(op->getAttrs(), {"position"});
   p << " : " << op.container().getType();
 }
 
@@ -1121,7 +1121,7 @@
 
 static void printReturnOp(OpAsmPrinter &p, ReturnOp op) {
   p << op.getOperationName();
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
   assert(op.getNumOperands() <= 1);
 
   if (op.getNumOperands() == 0)
@@ -1258,7 +1258,7 @@
   if (auto value = op.getValueOrNull())
     p.printAttribute(value);
   p << ')';
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           {SymbolTable::getSymbolAttrName(), "type", "constant",
                            "value", getLinkageAttrName()});
 
@@ -1641,7 +1641,7 @@
 static void printShuffleVectorOp(OpAsmPrinter &p, ShuffleVectorOp &op) {
   p << op.getOperationName() << ' ' << op.v1() << ", " << op.v2() << " "
     << op.mask();
-  p.printOptionalAttrDict(op.getAttrs(), {"mask"});
+  p.printOptionalAttrDict(op->getAttrs(), {"mask"});
   p << " : " << op.v1().getType() << ", " << op.v2().getType();
 }
 
@@ -1983,7 +1983,7 @@
   p << op.getOperationName() << ' ' << stringifyAtomicBinOp(op.bin_op()) << ' '
     << op.ptr() << ", " << op.val() << ' '
     << stringifyAtomicOrdering(op.ordering()) << ' ';
-  p.printOptionalAttrDict(op.getAttrs(), {"bin_op", "ordering"});
+  p.printOptionalAttrDict(op->getAttrs(), {"bin_op", "ordering"});
   p << " : " << op.res().getType();
 }
 
@@ -2054,7 +2054,7 @@
   p << op.getOperationName() << ' ' << op.ptr() << ", " << op.cmp() << ", "
     << op.val() << ' ' << stringifyAtomicOrdering(op.success_ordering()) << ' '
     << stringifyAtomicOrdering(op.failure_ordering());
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           {"success_ordering", "failure_ordering"});
   p << " : " << op.val().getType();
 }
diff --git a/mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp b/mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp
--- a/mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp
+++ b/mlir/lib/Dialect/Linalg/IR/LinalgOps.cpp
@@ -457,7 +457,7 @@
   llvm::StringSet<> genericAttrNamesSet;
   genericAttrNamesSet.insert(genericAttrNames.begin(), genericAttrNames.end());
   SmallVector<NamedAttribute, 8> genericAttrs;
-  for (auto attr : op.getAttrs())
+  for (auto attr : op->getAttrs())
     if (genericAttrNamesSet.count(attr.first.strref()) > 0)
       genericAttrs.push_back(attr);
   if (!genericAttrs.empty()) {
@@ -472,13 +472,13 @@
   genericAttrNamesSet.insert(genericAttrNames.back());
 
   bool hasExtraAttrs = false;
-  for (NamedAttribute n : op.getAttrs()) {
+  for (NamedAttribute n : op->getAttrs()) {
     if ((hasExtraAttrs = !genericAttrNamesSet.contains(n.first.strref())))
       break;
   }
   if (hasExtraAttrs) {
     p << " attrs = ";
-    p.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/genericAttrNames);
+    p.printOptionalAttrDict(op->getAttrs(), /*elidedAttrs=*/genericAttrNames);
   }
 
   // Print region.
@@ -1635,7 +1635,7 @@
   p << op.getOperationName();
   if (op.getNumOperands() > 0)
     p << ' ' << op.getOperands();
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
   if (op.getNumOperands() > 0)
     p << " : " << op.getOperandTypes();
 }
@@ -1754,8 +1754,8 @@
 
   p.printRegion(op.region(), /*printEntryBlockArgs=*/false);
   p.printOptionalAttrDict(
-      op.getAttrs(), /*elidedAttrs=*/{TiledLoopOp::getOperandSegmentSizeAttr(),
-                                      getIteratorTypesAttrName()});
+      op->getAttrs(), /*elidedAttrs=*/{TiledLoopOp::getOperandSegmentSizeAttr(),
+                                       getIteratorTypesAttrName()});
 }
 
 static ParseResult parseTiledLoopOp(OpAsmParser &parser,
@@ -2294,7 +2294,7 @@
 template <typename NamedStructuredOpType>
 static void printNamedStructuredOp(OpAsmPrinter &p, NamedStructuredOpType op) {
   p << op.getOperationName();
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           /*elidedAttrs=*/{"operand_segment_sizes"});
 
   // Printing is shared with generic ops, except for the region and
diff --git a/mlir/lib/Dialect/OpenACC/IR/OpenACC.cpp b/mlir/lib/Dialect/OpenACC/IR/OpenACC.cpp
--- a/mlir/lib/Dialect/OpenACC/IR/OpenACC.cpp
+++ b/mlir/lib/Dialect/OpenACC/IR/OpenACC.cpp
@@ -445,7 +445,7 @@
                       /*printEntryBlockArgs=*/false,
                       /*printBlockTerminators=*/true);
   printer.printOptionalAttrDictWithKeyword(
-      op.getAttrs(), ParallelOp::getOperandSegmentSizeAttr());
+      op->getAttrs(), ParallelOp::getOperandSegmentSizeAttr());
 }
 
 //===----------------------------------------------------------------------===//
@@ -608,8 +608,8 @@
                       /*printBlockTerminators=*/true);
 
   printer.printOptionalAttrDictWithKeyword(
-      op.getAttrs(), {LoopOp::getExecutionMappingAttrName(),
-                      LoopOp::getOperandSegmentSizeAttr()});
+      op->getAttrs(), {LoopOp::getExecutionMappingAttrName(),
+                       LoopOp::getOperandSegmentSizeAttr()});
 }
 
 static LogicalResult verifyLoopOp(acc::LoopOp loopOp) {
diff --git a/mlir/lib/Dialect/PDL/IR/PDL.cpp b/mlir/lib/Dialect/PDL/IR/PDL.cpp
--- a/mlir/lib/Dialect/PDL/IR/PDL.cpp
+++ b/mlir/lib/Dialect/PDL/IR/PDL.cpp
@@ -183,7 +183,7 @@
   // Print the result type constraints of the operation.
   if (!op.results().empty())
     p << " -> " << op.types();
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           {"attributeNames", "name", "operand_segment_sizes"});
 }
 
diff --git a/mlir/lib/Dialect/PDLInterp/IR/PDLInterp.cpp b/mlir/lib/Dialect/PDLInterp/IR/PDLInterp.cpp
--- a/mlir/lib/Dialect/PDLInterp/IR/PDLInterp.cpp
+++ b/mlir/lib/Dialect/PDLInterp/IR/PDLInterp.cpp
@@ -92,7 +92,7 @@
 
 static void print(OpAsmPrinter &p, CreateOperationOp op) {
   p << "pdl_interp.create_operation ";
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           {"attributeNames", "name", "operand_segment_sizes"});
   p << '"' << op.name() << "\"(" << op.operands() << ')';
 
diff --git a/mlir/lib/Dialect/SCF/SCF.cpp b/mlir/lib/Dialect/SCF/SCF.cpp
--- a/mlir/lib/Dialect/SCF/SCF.cpp
+++ b/mlir/lib/Dialect/SCF/SCF.cpp
@@ -172,7 +172,7 @@
   p.printRegion(op.region(),
                 /*printEntryBlockArgs=*/false,
                 /*printBlockTerminators=*/op.hasIterOperands());
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
 }
 
 static ParseResult parseForOp(OpAsmParser &parser, OperationState &result) {
@@ -679,7 +679,7 @@
                   /*printBlockTerminators=*/printBlockTerminators);
   }
 
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
 }
 
 /// Given the region at `index`, or the parent operation if `index` is None,
@@ -996,7 +996,7 @@
   p.printOptionalArrowTypeList(op.getResultTypes());
   p.printRegion(op.region(), /*printEntryBlockArgs=*/false);
   p.printOptionalAttrDict(
-      op.getAttrs(), /*elidedAttrs=*/ParallelOp::getOperandSegmentSizeAttr());
+      op->getAttrs(), /*elidedAttrs=*/ParallelOp::getOperandSegmentSizeAttr());
 }
 
 Region &ParallelOp::getLoopBody() { return region(); }
@@ -1266,7 +1266,7 @@
   p.printRegion(op.before(), /*printEntryBlockArgs=*/false);
   p << " do";
   p.printRegion(op.after());
-  p.printOptionalAttrDictWithKeyword(op.getAttrs());
+  p.printOptionalAttrDictWithKeyword(op->getAttrs());
 }
 
 /// Verifies that two ranges of types match, i.e. have the same number of
diff --git a/mlir/lib/Dialect/SPIRV/Transforms/DecorateCompositeTypeLayoutPass.cpp b/mlir/lib/Dialect/SPIRV/Transforms/DecorateCompositeTypeLayoutPass.cpp
--- a/mlir/lib/Dialect/SPIRV/Transforms/DecorateCompositeTypeLayoutPass.cpp
+++ b/mlir/lib/Dialect/SPIRV/Transforms/DecorateCompositeTypeLayoutPass.cpp
@@ -43,7 +43,7 @@
         spirv::PointerType::get(structType, ptrType.getStorageClass());
 
     // Save all named attributes except "type" attribute.
-    for (const auto &attr : op.getAttrs()) {
+    for (const auto &attr : op->getAttrs()) {
       if (attr.first == "type") {
         continue;
       }
diff --git a/mlir/lib/Dialect/Shape/IR/Shape.cpp b/mlir/lib/Dialect/Shape/IR/Shape.cpp
--- a/mlir/lib/Dialect/Shape/IR/Shape.cpp
+++ b/mlir/lib/Dialect/Shape/IR/Shape.cpp
@@ -250,7 +250,7 @@
   p.printRegion(op.doRegion(),
                 /*printEntryBlockArgs=*/false,
                 /*printBlockTerminators=*/yieldsResults);
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
 }
 
 namespace {
@@ -415,7 +415,7 @@
 
 static void print(OpAsmPrinter &p, ConstShapeOp &op) {
   p << "shape.const_shape ";
-  p.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/{"shape"});
+  p.printOptionalAttrDict(op->getAttrs(), /*elidedAttrs=*/{"shape"});
   p << "[";
   interleaveComma(op.shape().getValues<int64_t>(), p,
                   [&](int64_t i) { p << i; });
@@ -723,7 +723,7 @@
   p << op.getOperationName() << ' ';
   p.printSymbolName(op.getName());
   p.printOptionalAttrDictWithKeyword(
-      op.getAttrs(), {SymbolTable::getSymbolAttrName(), "mapping"});
+      op->getAttrs(), {SymbolTable::getSymbolAttrName(), "mapping"});
   p.printRegion(op.getOperation()->getRegion(0), /*printEntryBlockArgs=*/false,
                 /*printBlockTerminators=*/false);
   p << " mapping ";
@@ -1100,7 +1100,7 @@
     << ") : " << op.shape().getType();
   p.printOptionalArrowTypeList(op.getResultTypes());
   p.printRegion(op.region());
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
 }
 
 #define GET_OP_CLASSES
diff --git a/mlir/lib/Dialect/StandardOps/IR/Ops.cpp b/mlir/lib/Dialect/StandardOps/IR/Ops.cpp
--- a/mlir/lib/Dialect/StandardOps/IR/Ops.cpp
+++ b/mlir/lib/Dialect/StandardOps/IR/Ops.cpp
@@ -603,7 +603,7 @@
   p << op.getOperationName() << ' ' << op.memref() << "[" << op.indices()
     << "] : " << op.memref().getType();
   p.printRegion(op.body());
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
 }
 
 //===----------------------------------------------------------------------===//
@@ -1164,9 +1164,9 @@
 
 static void print(OpAsmPrinter &p, ConstantOp &op) {
   p << "constant ";
-  p.printOptionalAttrDict(op.getAttrs(), /*elidedAttrs=*/{"value"});
+  p.printOptionalAttrDict(op->getAttrs(), /*elidedAttrs=*/{"value"});
 
-  if (op.getAttrs().size() > 1)
+  if (op->getAttrs().size() > 1)
     p << ' ';
   p << op.getValue();
 
@@ -1599,7 +1599,7 @@
   if (isStrided())
     p << ", " << getStride() << ", " << getNumElementsPerStride();
 
-  p.printOptionalAttrDict(getAttrs());
+  p.printOptionalAttrDict((*this)->getAttrs());
   p << " : " << getSrcMemRef().getType() << ", " << getDstMemRef().getType()
     << ", " << getTagMemRef().getType();
 }
@@ -1763,7 +1763,7 @@
 void DmaWaitOp::print(OpAsmPrinter &p) {
   p << "dma_wait " << getTagMemRef() << '[' << getTagIndices() << "], "
     << getNumElements();
-  p.printOptionalAttrDict(getAttrs());
+  p.printOptionalAttrDict((*this)->getAttrs());
   p << " : " << getTagMemRef().getType();
 }
 
@@ -2337,7 +2337,7 @@
   p << ", locality<" << op.localityHint();
   p << ">, " << (op.isDataCache() ? "data" : "instr");
   p.printOptionalAttrDict(
-      op.getAttrs(),
+      op->getAttrs(),
       /*elidedAttrs=*/{"localityHint", "isWrite", "isDataCache"});
   p << " : " << op.getMemRefType();
 }
@@ -2454,7 +2454,7 @@
 
 static void print(OpAsmPrinter &p, SelectOp op) {
   p << "select " << op.getOperands();
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
   p << " : ";
   if (ShapedType condType = op.getCondition().getType().dyn_cast<ShapedType>())
     p << condType << ", ";
@@ -3914,7 +3914,7 @@
 // transpose $in $permutation attr-dict : type($in) `to` type(results)
 static void print(OpAsmPrinter &p, TransposeOp op) {
   p << "transpose " << op.in() << " " << op.permutation();
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           {TransposeOp::getPermutationAttrName()});
   p << " : " << op.in().getType() << " to " << op.getType();
 }
@@ -4069,7 +4069,7 @@
   p << op.getOperationName() << ' ' << op.getOperand(0) << '[';
   p.printOperand(op.byte_shift());
   p << "][" << op.sizes() << ']';
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
   p << " : " << op.getOperand(0).getType() << " to " << op.getType();
 }
 
diff --git a/mlir/lib/Dialect/Vector/VectorOps.cpp b/mlir/lib/Dialect/Vector/VectorOps.cpp
--- a/mlir/lib/Dialect/Vector/VectorOps.cpp
+++ b/mlir/lib/Dialect/Vector/VectorOps.cpp
@@ -376,7 +376,7 @@
   llvm::StringSet<> traitAttrsSet;
   traitAttrsSet.insert(attrNames.begin(), attrNames.end());
   SmallVector<NamedAttribute, 8> attrs;
-  for (auto attr : op.getAttrs())
+  for (auto attr : op->getAttrs())
     if (traitAttrsSet.count(attr.first.strref()) > 0)
       attrs.push_back(attr);
 
@@ -386,7 +386,7 @@
   if (op.masks().size() == 2)
     p << ", " << op.masks();
 
-  p.printOptionalAttrDict(op.getAttrs(), attrNames);
+  p.printOptionalAttrDict(op->getAttrs(), attrNames);
   p << " : " << op.lhs().getType() << ", " << op.rhs().getType() << " into "
     << op.getResultType();
 }
@@ -776,7 +776,7 @@
 
 static void print(OpAsmPrinter &p, vector::ExtractOp op) {
   p << op.getOperationName() << " " << op.vector() << op.position();
-  p.printOptionalAttrDict(op.getAttrs(), {"position"});
+  p.printOptionalAttrDict(op->getAttrs(), {"position"});
   p << " : " << op.vector().getType();
 }
 
@@ -1351,7 +1351,7 @@
 static void print(OpAsmPrinter &p, ShuffleOp op) {
   p << op.getOperationName() << " " << op.v1() << ", " << op.v2() << " "
     << op.mask();
-  p.printOptionalAttrDict(op.getAttrs(), {ShuffleOp::getMaskAttrName()});
+  p.printOptionalAttrDict(op->getAttrs(), {ShuffleOp::getMaskAttrName()});
   p << " : " << op.v1().getType() << ", " << op.v2().getType();
 }
 
@@ -1708,7 +1708,7 @@
   p << op.getOperationName() << " " << op.lhs() << ", " << op.rhs();
   if (!op.acc().empty()) {
     p << ", " << op.acc();
-    p.printOptionalAttrDict(op.getAttrs());
+    p.printOptionalAttrDict(op->getAttrs());
   }
   p << " : " << op.lhs().getType() << ", " << op.rhs().getType();
 }
@@ -2307,7 +2307,7 @@
   }
   if (elideMasked)
     elidedAttrs.push_back(op.getMaskedAttrName());
-  p.printOptionalAttrDict(op.getAttrs(), elidedAttrs);
+  p.printOptionalAttrDict(op->getAttrs(), elidedAttrs);
 }
 
 static void print(OpAsmPrinter &p, TransferReadOp op) {
@@ -3217,7 +3217,7 @@
 static void print(OpAsmPrinter &p, TupleOp op) {
   p << op.getOperationName() << ' ';
   p.printOperands(op.getOperands());
-  p.printOptionalAttrDict(op.getAttrs());
+  p.printOptionalAttrDict(op->getAttrs());
   p << " : ";
   llvm::interleaveComma(op->getOperandTypes(), p);
 }
@@ -3362,7 +3362,7 @@
 
 static void print(OpAsmPrinter &p, TupleGetOp op) {
   p << op.getOperationName() << ' ' << op.getOperand() << ", " << op.index();
-  p.printOptionalAttrDict(op.getAttrs(),
+  p.printOptionalAttrDict(op->getAttrs(),
                           /*elidedAttrs=*/{TupleGetOp::getIndexAttrName()});
   p << " : " << op.getOperand().getType();
 }
diff --git a/mlir/lib/IR/BuiltinDialect.cpp b/mlir/lib/IR/BuiltinDialect.cpp
--- a/mlir/lib/IR/BuiltinDialect.cpp
+++ b/mlir/lib/IR/BuiltinDialect.cpp
@@ -162,9 +162,9 @@
 void FuncOp::cloneInto(FuncOp dest, BlockAndValueMapping &mapper) {
   // Add the attributes of this function to dest.
   llvm::MapVector<Identifier, Attribute> newAttrs;
-  for (auto &attr : dest.getAttrs())
+  for (const auto &attr : dest->getAttrs())
     newAttrs.insert(attr);
-  for (auto &attr : getAttrs())
+  for (const auto &attr : (*this)->getAttrs())
     newAttrs.insert(attr);
   dest->setAttrs(DictionaryAttr::get(getContext(), newAttrs.takeVector()));
 
@@ -233,7 +233,7 @@
 static LogicalResult verify(ModuleOp op) {
   // Check that none of the attributes are non-dialect attributes, except for
   // the symbol related attributes.
-  for (auto attr : op.getAttrs()) {
+  for (auto attr : op->getAttrs()) {
     if (!attr.first.strref().contains('.') &&
         !llvm::is_contained(
             ArrayRef<StringRef>{mlir::SymbolTable::getSymbolAttrName(),