diff --git a/mlir/include/mlir/Dialect/Utils/StaticValueUtils.h b/mlir/include/mlir/Dialect/Utils/StaticValueUtils.h
--- a/mlir/include/mlir/Dialect/Utils/StaticValueUtils.h
+++ b/mlir/include/mlir/Dialect/Utils/StaticValueUtils.h
@@ -39,6 +39,19 @@
                                 SmallVectorImpl<int64_t> &staticVec,
                                 int64_t sentinel);
 
+/// Return a vector of OpFoldResults given the special value
+/// that indicates whether of the value is dynamic or not.
+SmallVector<OpFoldResult, 4> getMixedValues(ArrayAttr staticValues,
+                                            ValueRange dynamicValues,
+                                            int64_t dynamicValueIndicator);
+
+/// Decompose a vector of mixed static or dynamic values into the corresponding
+/// pair of arrays. This is the inverse function of `getMixedValues`.
+std::pair<ArrayAttr, SmallVector<Value>>
+decomposeMixedValues(Builder &b,
+                     const SmallVectorImpl<OpFoldResult> &mixedValues,
+                     const int64_t dynamicValueIndicator);
+
 /// Extract int64_t values from the assumed ArrayAttr of IntegerAttr.
 SmallVector<int64_t, 4> extractFromI64ArrayAttr(Attribute attr);
 
diff --git a/mlir/include/mlir/Interfaces/ViewLikeInterface.td b/mlir/include/mlir/Interfaces/ViewLikeInterface.td
--- a/mlir/include/mlir/Interfaces/ViewLikeInterface.td
+++ b/mlir/include/mlir/Interfaces/ViewLikeInterface.td
@@ -237,7 +237,30 @@
         return ::mlir::ShapedType::isDynamicStrideOrOffset(v.getSExtValue());
       }]
     >,
-
+    StaticInterfaceMethod<
+      /*desc=*/"Return constant that indicates the offset is dynamic",
+      /*retTy=*/"int64_t",
+      /*methodName=*/"getDynamicOffsetIndicator",
+      /*args=*/(ins),
+      /*methodBody=*/"",
+      /*defaultImpl=*/[{ return ::mlir::ShapedType::kDynamicStrideOrOffset; }]
+    >,
+    StaticInterfaceMethod<
+      /*desc=*/"Return constant that indicates the size is dynamic",
+      /*retTy=*/"int64_t",
+      /*methodName=*/"getDynamicSizeIndicator",
+      /*args=*/(ins),
+      /*methodBody=*/"",
+      /*defaultImpl=*/[{ return ::mlir::ShapedType::kDynamicSize; }]
+    >,
+    StaticInterfaceMethod<
+      /*desc=*/"Return constant that indicates the stride is dynamic",
+      /*retTy=*/"int64_t",
+      /*methodName=*/"getDynamicStrideIndicator",
+      /*args=*/(ins),
+      /*methodBody=*/"",
+      /*defaultImpl=*/[{ return ::mlir::ShapedType::kDynamicStrideOrOffset; }]
+    >,
     InterfaceMethod<
       /*desc=*/[{
         Assert the offset `idx` is a static constant and return its value.
diff --git a/mlir/lib/Dialect/Utils/StaticValueUtils.cpp b/mlir/lib/Dialect/Utils/StaticValueUtils.cpp
--- a/mlir/lib/Dialect/Utils/StaticValueUtils.cpp
+++ b/mlir/lib/Dialect/Utils/StaticValueUtils.cpp
@@ -7,6 +7,7 @@
 //===----------------------------------------------------------------------===//
 
 #include "mlir/Dialect/Utils/StaticValueUtils.h"
+#include "mlir/IR/Builders.h"
 #include "mlir/IR/Matchers.h"
 #include "mlir/Support/LLVM.h"
 #include "llvm/ADT/APSInt.h"
@@ -109,4 +110,40 @@
   auto v1 = ofr1.dyn_cast<Value>(), v2 = ofr2.dyn_cast<Value>();
   return v1 && v1 == v2;
 }
+
+/// Return a vector of OpFoldResults given the special value
+/// that indicates whether of the value is dynamic or not.
+SmallVector<OpFoldResult, 4> getMixedValues(ArrayAttr staticValues,
+                                            ValueRange dynamicValues,
+                                            int64_t dynamicValueIndicator) {
+  SmallVector<OpFoldResult, 4> res;
+  res.reserve(staticValues.size());
+  unsigned numDynamic = 0;
+  unsigned count = static_cast<unsigned>(staticValues.size());
+  for (unsigned idx = 0; idx < count; ++idx) {
+    APInt value = staticValues[idx].cast<IntegerAttr>().getValue();
+    res.push_back(value.getSExtValue() == dynamicValueIndicator
+                      ? OpFoldResult{dynamicValues[numDynamic++]}
+                      : OpFoldResult{staticValues[idx]});
+  }
+  return res;
+}
+
+std::pair<ArrayAttr, SmallVector<Value>>
+decomposeMixedValues(Builder &b,
+                     const SmallVectorImpl<OpFoldResult> &mixedValues,
+                     const int64_t dynamicValueIndicator) {
+  SmallVector<int64_t> staticValues;
+  SmallVector<Value> dynamicValues;
+  for (const auto &it : mixedValues) {
+    if (it.is<Attribute>()) {
+      staticValues.push_back(it.get<Attribute>().cast<IntegerAttr>().getInt());
+    } else {
+      staticValues.push_back(dynamicValueIndicator);
+      dynamicValues.push_back(it.get<Value>());
+    }
+  }
+  return {b.getI64ArrayAttr(staticValues), dynamicValues};
+}
+
 } // namespace mlir
diff --git a/mlir/lib/Interfaces/ViewLikeInterface.cpp b/mlir/lib/Interfaces/ViewLikeInterface.cpp
--- a/mlir/lib/Interfaces/ViewLikeInterface.cpp
+++ b/mlir/lib/Interfaces/ViewLikeInterface.cpp
@@ -182,72 +182,29 @@
 SmallVector<OpFoldResult, 4>
 mlir::getMixedOffsets(OffsetSizeAndStrideOpInterface op,
                       ArrayAttr staticOffsets, ValueRange offsets) {
-  SmallVector<OpFoldResult, 4> res;
-  unsigned numDynamic = 0;
-  unsigned count = static_cast<unsigned>(staticOffsets.size());
-  for (unsigned idx = 0; idx < count; ++idx) {
-    if (op.isDynamicOffset(idx))
-      res.push_back(offsets[numDynamic++]);
-    else
-      res.push_back(staticOffsets[idx]);
-  }
-  return res;
+  return getMixedValues(staticOffsets, offsets, op.getDynamicOffsetIndicator());
 }
 
 SmallVector<OpFoldResult, 4>
 mlir::getMixedSizes(OffsetSizeAndStrideOpInterface op, ArrayAttr staticSizes,
                     ValueRange sizes) {
-  SmallVector<OpFoldResult, 4> res;
-  unsigned numDynamic = 0;
-  unsigned count = static_cast<unsigned>(staticSizes.size());
-  for (unsigned idx = 0; idx < count; ++idx) {
-    if (op.isDynamicSize(idx))
-      res.push_back(sizes[numDynamic++]);
-    else
-      res.push_back(staticSizes[idx]);
-  }
-  return res;
+  return getMixedValues(staticSizes, sizes, op.getDynamicSizeIndicator());
 }
 
 SmallVector<OpFoldResult, 4>
 mlir::getMixedStrides(OffsetSizeAndStrideOpInterface op,
                       ArrayAttr staticStrides, ValueRange strides) {
-  SmallVector<OpFoldResult, 4> res;
-  unsigned numDynamic = 0;
-  unsigned count = static_cast<unsigned>(staticStrides.size());
-  for (unsigned idx = 0; idx < count; ++idx) {
-    if (op.isDynamicStride(idx))
-      res.push_back(strides[numDynamic++]);
-    else
-      res.push_back(staticStrides[idx]);
-  }
-  return res;
-}
-
-static std::pair<ArrayAttr, SmallVector<Value>>
-decomposeMixedImpl(OpBuilder &b,
-                   const SmallVectorImpl<OpFoldResult> &mixedValues,
-                   const int64_t dynamicValuePlaceholder) {
-  SmallVector<int64_t> staticValues;
-  SmallVector<Value> dynamicValues;
-  for (const auto &it : mixedValues) {
-    if (it.is<Attribute>()) {
-      staticValues.push_back(it.get<Attribute>().cast<IntegerAttr>().getInt());
-    } else {
-      staticValues.push_back(ShapedType::kDynamicStrideOrOffset);
-      dynamicValues.push_back(it.get<Value>());
-    }
-  }
-  return {b.getI64ArrayAttr(staticValues), dynamicValues};
+  return getMixedValues(staticStrides, strides, op.getDynamicStrideIndicator());
 }
 
 std::pair<ArrayAttr, SmallVector<Value>> mlir::decomposeMixedStridesOrOffsets(
     OpBuilder &b, const SmallVectorImpl<OpFoldResult> &mixedValues) {
-  return decomposeMixedImpl(b, mixedValues, ShapedType::kDynamicStrideOrOffset);
+  return decomposeMixedValues(b, mixedValues,
+                              ShapedType::kDynamicStrideOrOffset);
 }
 
 std::pair<ArrayAttr, SmallVector<Value>>
 mlir::decomposeMixedSizes(OpBuilder &b,
                           const SmallVectorImpl<OpFoldResult> &mixedValues) {
-  return decomposeMixedImpl(b, mixedValues, ShapedType::kDynamicSize);
+  return decomposeMixedValues(b, mixedValues, ShapedType::kDynamicSize);
 }