diff --git a/include/rocksdb/utilities/write_batch_with_index.h b/include/rocksdb/utilities/write_batch_with_index.h
index f31c86ea1..ee5ec198e 100644
--- a/include/rocksdb/utilities/write_batch_with_index.h
+++ b/include/rocksdb/utilities/write_batch_with_index.h
@@ -12,6 +12,7 @@
 #pragma once
 
 #include "rocksdb/comparator.h"
+#include "rocksdb/iterator.h"
 #include "rocksdb/slice.h"
 #include "rocksdb/status.h"
 #include "rocksdb/write_batch.h"
@@ -101,6 +102,11 @@ class WriteBatchWithIndex {
   // Create an iterator of the default column family.
   WBWIIterator* NewIterator();
 
+  // Will create a new Iterator that will use WBWIIterator as a delta and
+  // base_iterator as base
+  Iterator* NewIteratorWithBase(ColumnFamilyHandle* column_family,
+                                Iterator* base_iterator);
+
  private:
   struct Rep;
   Rep* rep;
diff --git a/utilities/write_batch_with_index/write_batch_with_index.cc b/utilities/write_batch_with_index/write_batch_with_index.cc
index 0b460cd15..adfa5b324 100644
--- a/utilities/write_batch_with_index/write_batch_with_index.cc
+++ b/utilities/write_batch_with_index/write_batch_with_index.cc
@@ -4,13 +4,289 @@
 //  of patent rights can be found in the PATENTS file in the same directory.
 
 #include "rocksdb/utilities/write_batch_with_index.h"
+
+#include <memory>
+
 #include "rocksdb/comparator.h"
+#include "rocksdb/iterator.h"
 #include "db/column_family.h"
 #include "db/skiplist.h"
 #include "util/arena.h"
 
 namespace rocksdb {
 
+// when direction == forward
+// * current_at_base_ <=> base_iterator > delta_iterator
+// when direction == backwards
+// * current_at_base_ <=> base_iterator < delta_iterator
+// always:
+// * equal_keys_ <=> base_iterator == delta_iterator
+class BaseDeltaIterator : public Iterator {
+ public:
+  BaseDeltaIterator(Iterator* base_iterator, WBWIIterator* delta_iterator,
+                    const Comparator* comparator)
+      : forward_(true),
+        current_at_base_(true),
+        equal_keys_(false),
+        status_(Status::OK()),
+        base_iterator_(base_iterator),
+        delta_iterator_(delta_iterator),
+        comparator_(comparator) {}
+
+  virtual ~BaseDeltaIterator() {}
+
+  bool Valid() const override {
+    return current_at_base_ ? BaseValid() : DeltaValid();
+  }
+
+  void SeekToFirst() override {
+    forward_ = true;
+    base_iterator_->SeekToFirst();
+    delta_iterator_->SeekToFirst();
+    UpdateCurrent();
+  }
+
+  void SeekToLast() override {
+    forward_ = false;
+    base_iterator_->SeekToLast();
+    delta_iterator_->SeekToLast();
+    UpdateCurrent();
+  }
+
+  void Seek(const Slice& key) override {
+    forward_ = true;
+    base_iterator_->Seek(key);
+    delta_iterator_->Seek(key);
+    UpdateCurrent();
+  }
+
+  void Next() override {
+    if (!Valid()) {
+      status_ = Status::NotSupported("Next() on invalid iterator");
+    }
+
+    if (!forward_) {
+      // Need to change direction
+      // if our direction was backward and we're not equal, we have two states:
+      // * both iterators are valid: we're already in a good state (current
+      // shows to smaller)
+      // * only one iterator is valid: we need to advance that iterator
+      forward_ = true;
+      equal_keys_ = false;
+      if (!BaseValid()) {
+        assert(DeltaValid());
+        base_iterator_->SeekToFirst();
+      } else if (!DeltaValid()) {
+        delta_iterator_->SeekToFirst();
+      } else if (current_at_base_) {
+        // Change delta from larger than base to smaller
+        AdvanceDelta();
+      } else {
+        // Change base from larger than delta to smaller
+        AdvanceBase();
+      }
+      if (DeltaValid() && BaseValid()) {
+        if (Compare() == 0) {
+          equal_keys_ = true;
+        }
+      }
+    }
+    Advance();
+  }
+
+  void Prev() override {
+    if (!Valid()) {
+      status_ = Status::NotSupported("Prev() on invalid iterator");
+    }
+
+    if (forward_) {
+      // Need to change direction
+      // if our direction was backward and we're not equal, we have two states:
+      // * both iterators are valid: we're already in a good state (current
+      // shows to smaller)
+      // * only one iterator is valid: we need to advance that iterator
+      forward_ = false;
+      equal_keys_ = false;
+      if (!BaseValid()) {
+        assert(DeltaValid());
+        base_iterator_->SeekToLast();
+      } else if (!DeltaValid()) {
+        delta_iterator_->SeekToLast();
+      } else if (current_at_base_) {
+        // Change delta from less advanced than base to more advanced
+        AdvanceDelta();
+      } else {
+        // Change base from less advanced than delta to more advanced
+        AdvanceBase();
+      }
+      if (DeltaValid() && BaseValid()) {
+        if (Compare() == 0) {
+          equal_keys_ = true;
+        }
+      }
+    }
+
+    Advance();
+  }
+
+  Slice key() const override {
+    return current_at_base_ ? base_iterator_->key()
+                            : delta_iterator_->Entry().key;
+  }
+
+  Slice value() const override {
+    return current_at_base_ ? base_iterator_->value()
+                            : delta_iterator_->Entry().value;
+  }
+
+  Status status() const {
+    if (!status_.ok()) {
+      return status_;
+    }
+    if (!base_iterator_->status().ok()) {
+      return base_iterator_->status();
+    }
+    return delta_iterator_->status();
+  }
+
+ private:
+  // -1 -- delta less advanced than base
+  // 0 -- delta == base
+  // 1 -- delta more advanced than base
+  int Compare() const {
+    assert(delta_iterator_->Valid() && base_iterator_->Valid());
+    int cmp = comparator_->Compare(delta_iterator_->Entry().key,
+                                   base_iterator_->key());
+    if (forward_) {
+      return cmp;
+    } else {
+      return -cmp;
+    }
+  }
+  bool IsDeltaDelete() {
+    assert(DeltaValid());
+    return delta_iterator_->Entry().type == kDeleteRecord;
+  }
+  void AssertInvariants() {
+#ifndef NDEBUG
+    if (!Valid()) {
+      return;
+    }
+    if (!BaseValid()) {
+      assert(!current_at_base_ && delta_iterator_->Valid());
+      return;
+    }
+    if (!DeltaValid()) {
+      assert(current_at_base_ && base_iterator_->Valid());
+      return;
+    }
+    // we don't support those yet
+    assert(delta_iterator_->Entry().type != kMergeRecord &&
+           delta_iterator_->Entry().type != kLogDataRecord);
+    int compare = comparator_->Compare(delta_iterator_->Entry().key,
+                                       base_iterator_->key());
+    if (forward_) {
+      // current_at_base -> compare < 0
+      assert(!current_at_base_ || compare < 0);
+      // !current_at_base -> compare <= 0
+      assert(current_at_base_ && compare >= 0);
+    } else {
+      // current_at_base -> compare > 0
+      assert(!current_at_base_ || compare > 0);
+      // !current_at_base -> compare <= 0
+      assert(current_at_base_ && compare <= 0);
+    }
+    // equal_keys_ <=> compare == 0
+    assert((equal_keys_ || compare != 0) && (!equal_keys_ || compare == 0));
+#endif
+  }
+
+  void Advance() {
+    if (equal_keys_) {
+      assert(BaseValid() && DeltaValid());
+      AdvanceBase();
+      AdvanceDelta();
+    } else {
+      if (current_at_base_) {
+        assert(BaseValid());
+        AdvanceBase();
+      } else {
+        assert(DeltaValid());
+        AdvanceDelta();
+      }
+    }
+    UpdateCurrent();
+  }
+
+  void AdvanceDelta() {
+    if (forward_) {
+      delta_iterator_->Next();
+    } else {
+      delta_iterator_->Prev();
+    }
+  }
+  void AdvanceBase() {
+    if (forward_) {
+      base_iterator_->Next();
+    } else {
+      base_iterator_->Prev();
+    }
+  }
+  bool BaseValid() const { return base_iterator_->Valid(); }
+  bool DeltaValid() const { return delta_iterator_->Valid(); }
+  void UpdateCurrent() {
+    while (true) {
+      equal_keys_ = false;
+      if (!BaseValid()) {
+        // Base has finished.
+        if (!DeltaValid()) {
+          // Finished
+          return;
+        }
+        if (IsDeltaDelete()) {
+          AdvanceDelta();
+        } else {
+          current_at_base_ = false;
+          return;
+        }
+      } else if (!DeltaValid()) {
+        // Delta has finished.
+        current_at_base_ = true;
+        return;
+      } else {
+        int compare = Compare();
+        if (compare <= 0) {  // delta bigger or equal
+          if (compare == 0) {
+            equal_keys_ = true;
+          }
+          if (!IsDeltaDelete()) {
+            current_at_base_ = false;
+            return;
+          }
+          // Delta is less advanced and is delete.
+          AdvanceDelta();
+          if (equal_keys_) {
+            AdvanceBase();
+          }
+        } else {
+          current_at_base_ = true;
+          return;
+        }
+      }
+    }
+
+    AssertInvariants();
+  }
+
+  bool forward_;
+  bool current_at_base_;
+  bool equal_keys_;
+  Status status_;
+  std::unique_ptr<Iterator> base_iterator_;
+  std::unique_ptr<WBWIIterator> delta_iterator_;
+  const Comparator* comparator_;  // not owned
+};
+
 class ReadableWriteBatch : public WriteBatch {
  public:
   explicit ReadableWriteBatch(size_t reserved_bytes = 0)
@@ -298,6 +574,16 @@ WBWIIterator* WriteBatchWithIndex::NewIterator(
                               &(rep->skip_list), &rep->write_batch);
 }
 
+Iterator* WriteBatchWithIndex::NewIteratorWithBase(
+    ColumnFamilyHandle* column_family, Iterator* base_iterator) {
+  if (rep->overwrite_key == false) {
+    assert(false);
+    return nullptr;
+  }
+  return new BaseDeltaIterator(base_iterator, NewIterator(column_family),
+                               GetColumnFamilyUserComparator(column_family));
+}
+
 void WriteBatchWithIndex::Put(ColumnFamilyHandle* column_family,
                               const Slice& key, const Slice& value) {
   rep->SetLastEntryOffset();
diff --git a/utilities/write_batch_with_index/write_batch_with_index_test.cc b/utilities/write_batch_with_index/write_batch_with_index_test.cc
index d34380fd7..32b45e339 100644
--- a/utilities/write_batch_with_index/write_batch_with_index_test.cc
+++ b/utilities/write_batch_with_index/write_batch_with_index_test.cc
@@ -464,6 +464,305 @@ TEST(WriteBatchWithIndexTest, TestOverwriteKey) {
   }
 }
 
+namespace {
+typedef std::map<std::string, std::string> KVMap;
+
+class KVIter : public Iterator {
+ public:
+  explicit KVIter(const KVMap* map) : map_(map), iter_(map_->end()) {}
+  virtual bool Valid() const { return iter_ != map_->end(); }
+  virtual void SeekToFirst() { iter_ = map_->begin(); }
+  virtual void SeekToLast() {
+    if (map_->empty()) {
+      iter_ = map_->end();
+    } else {
+      iter_ = map_->find(map_->rbegin()->first);
+    }
+  }
+  virtual void Seek(const Slice& k) { iter_ = map_->lower_bound(k.ToString()); }
+  virtual void Next() { ++iter_; }
+  virtual void Prev() {
+    if (iter_ == map_->begin()) {
+      iter_ = map_->end();
+      return;
+    }
+    --iter_;
+  }
+
+  virtual Slice key() const { return iter_->first; }
+  virtual Slice value() const { return iter_->second; }
+  virtual Status status() const { return Status::OK(); }
+
+ private:
+  const KVMap* const map_;
+  KVMap::const_iterator iter_;
+};
+
+void AssertIter(Iterator* iter, const std::string& key,
+                const std::string& value) {
+  ASSERT_OK(iter->status());
+  ASSERT_TRUE(iter->Valid());
+  ASSERT_EQ(key, iter->key().ToString());
+  ASSERT_EQ(value, iter->value().ToString());
+}
+
+void AssertItersEqual(Iterator* iter1, Iterator* iter2) {
+  ASSERT_EQ(iter1->Valid(), iter2->Valid());
+  if (iter1->Valid()) {
+    ASSERT_EQ(iter1->key().ToString(), iter2->key().ToString());
+    ASSERT_EQ(iter1->value().ToString(), iter2->value().ToString());
+  }
+}
+}  // namespace
+
+TEST(WriteBatchWithIndexTest, TestRandomIteraratorWithBase) {
+  std::vector<std::string> source_strings = {"a", "b", "c", "d", "e",
+                                             "f", "g", "h", "i", "j"};
+  for (int rand_seed = 301; rand_seed < 366; rand_seed++) {
+    Random rnd(rand_seed);
+
+    ColumnFamilyHandleImplDummy cf1(6, BytewiseComparator());
+    WriteBatchWithIndex batch(BytewiseComparator(), 20, true);
+    KVMap map;
+    KVMap merged_map;
+    for (auto key : source_strings) {
+      std::string value = key + key;
+      int type = rnd.Uniform(6);
+      switch (type) {
+        case 0:
+          // only base has it
+          map[key] = value;
+          merged_map[key] = value;
+          break;
+        case 1:
+          // only delta has it
+          batch.Put(&cf1, key, value);
+          map[key] = value;
+          merged_map[key] = value;
+          break;
+        case 2:
+          // both has it. Delta should win
+          batch.Put(&cf1, key, value);
+          map[key] = "wrong_value";
+          merged_map[key] = value;
+          break;
+        case 3:
+          // both has it. Delta is delete
+          batch.Delete(&cf1, key);
+          map[key] = "wrong_value";
+          break;
+        case 4:
+          // only delta has it. Delta is delete
+          batch.Delete(&cf1, key);
+          map[key] = "wrong_value";
+          break;
+        default:
+          // Neither iterator has it.
+          break;
+      }
+    }
+
+    std::unique_ptr<Iterator> iter(
+        batch.NewIteratorWithBase(&cf1, new KVIter(&map)));
+    std::unique_ptr<Iterator> result_iter(new KVIter(&merged_map));
+
+    bool is_valid = false;
+    for (int i = 0; i < 128; i++) {
+      // Random walk and make sure iter and result_iter returns the
+      // same key and value
+      int type = rnd.Uniform(5);
+      ASSERT_OK(iter->status());
+      switch (type) {
+        case 0:
+          // Seek to First
+          iter->SeekToFirst();
+          result_iter->SeekToFirst();
+          break;
+        case 1:
+          // Seek to last
+          iter->SeekToLast();
+          result_iter->SeekToLast();
+          break;
+        case 2: {
+          // Seek to random key
+          auto key_idx = rnd.Uniform(source_strings.size());
+          auto key = source_strings[key_idx];
+          iter->Seek(key);
+          result_iter->Seek(key);
+          break;
+        }
+        case 3:
+          // Next
+          if (is_valid) {
+            iter->Next();
+            result_iter->Next();
+          } else {
+            continue;
+          }
+          break;
+        default:
+          assert(type == 4);
+          // Prev
+          if (is_valid) {
+            iter->Prev();
+            result_iter->Prev();
+          } else {
+            continue;
+          }
+          break;
+      }
+      AssertItersEqual(iter.get(), result_iter.get());
+      is_valid = iter->Valid();
+    }
+  }
+}
+
+TEST(WriteBatchWithIndexTest, TestIteraratorWithBase) {
+  ColumnFamilyHandleImplDummy cf1(6, BytewiseComparator());
+  WriteBatchWithIndex batch(BytewiseComparator(), 20, true);
+
+  {
+    KVMap map;
+    map["a"] = "aa";
+    map["c"] = "cc";
+    map["e"] = "ee";
+    std::unique_ptr<Iterator> iter(
+        batch.NewIteratorWithBase(&cf1, new KVIter(&map)));
+
+    iter->SeekToFirst();
+    AssertIter(iter.get(), "a", "aa");
+    iter->Next();
+    AssertIter(iter.get(), "c", "cc");
+    iter->Next();
+    AssertIter(iter.get(), "e", "ee");
+    iter->Next();
+    ASSERT_OK(iter->status());
+    ASSERT_TRUE(!iter->Valid());
+
+    iter->SeekToLast();
+    AssertIter(iter.get(), "e", "ee");
+    iter->Prev();
+    AssertIter(iter.get(), "c", "cc");
+    iter->Prev();
+    AssertIter(iter.get(), "a", "aa");
+    iter->Prev();
+    ASSERT_OK(iter->status());
+    ASSERT_TRUE(!iter->Valid());
+
+    iter->Seek("b");
+    AssertIter(iter.get(), "c", "cc");
+
+    iter->Prev();
+    AssertIter(iter.get(), "a", "aa");
+
+    iter->Seek("a");
+    AssertIter(iter.get(), "a", "aa");
+  }
+
+  batch.Put(&cf1, "a", "aa");
+  batch.Delete(&cf1, "b");
+  batch.Put(&cf1, "c", "cc");
+  batch.Put(&cf1, "d", "dd");
+  batch.Delete(&cf1, "e");
+
+  {
+    KVMap map;
+    map["b"] = "";
+    map["cc"] = "cccc";
+    map["f"] = "ff";
+    std::unique_ptr<Iterator> iter(
+        batch.NewIteratorWithBase(&cf1, new KVIter(&map)));
+
+    iter->SeekToFirst();
+    AssertIter(iter.get(), "a", "aa");
+    iter->Next();
+    AssertIter(iter.get(), "c", "cc");
+    iter->Next();
+    AssertIter(iter.get(), "cc", "cccc");
+    iter->Next();
+    AssertIter(iter.get(), "d", "dd");
+    iter->Next();
+    AssertIter(iter.get(), "f", "ff");
+    iter->Next();
+    ASSERT_OK(iter->status());
+    ASSERT_TRUE(!iter->Valid());
+
+    iter->SeekToLast();
+    AssertIter(iter.get(), "f", "ff");
+    iter->Prev();
+    AssertIter(iter.get(), "d", "dd");
+    iter->Prev();
+    AssertIter(iter.get(), "cc", "cccc");
+    iter->Prev();
+    AssertIter(iter.get(), "c", "cc");
+    iter->Next();
+    AssertIter(iter.get(), "cc", "cccc");
+    iter->Prev();
+    AssertIter(iter.get(), "c", "cc");
+    iter->Prev();
+    AssertIter(iter.get(), "a", "aa");
+    iter->Prev();
+    ASSERT_OK(iter->status());
+    ASSERT_TRUE(!iter->Valid());
+
+    iter->Seek("c");
+    AssertIter(iter.get(), "c", "cc");
+
+    iter->Seek("cb");
+    AssertIter(iter.get(), "cc", "cccc");
+
+    iter->Seek("cc");
+    AssertIter(iter.get(), "cc", "cccc");
+    iter->Next();
+    AssertIter(iter.get(), "d", "dd");
+
+    iter->Seek("e");
+    AssertIter(iter.get(), "f", "ff");
+
+    iter->Prev();
+    AssertIter(iter.get(), "d", "dd");
+
+    iter->Next();
+    AssertIter(iter.get(), "f", "ff");
+  }
+  {
+    KVMap empty_map;
+    std::unique_ptr<Iterator> iter(
+        batch.NewIteratorWithBase(&cf1, new KVIter(&empty_map)));
+
+    iter->SeekToFirst();
+    AssertIter(iter.get(), "a", "aa");
+    iter->Next();
+    AssertIter(iter.get(), "c", "cc");
+    iter->Next();
+    AssertIter(iter.get(), "d", "dd");
+    iter->Next();
+    ASSERT_OK(iter->status());
+    ASSERT_TRUE(!iter->Valid());
+
+    iter->SeekToLast();
+    AssertIter(iter.get(), "d", "dd");
+    iter->Prev();
+    AssertIter(iter.get(), "c", "cc");
+    iter->Prev();
+    AssertIter(iter.get(), "a", "aa");
+
+    iter->Prev();
+    ASSERT_OK(iter->status());
+    ASSERT_TRUE(!iter->Valid());
+
+    iter->Seek("aa");
+    AssertIter(iter.get(), "c", "cc");
+    iter->Next();
+    AssertIter(iter.get(), "d", "dd");
+
+    iter->Seek("ca");
+    AssertIter(iter.get(), "d", "dd");
+
+    iter->Prev();
+    AssertIter(iter.get(), "c", "cc");
+  }
+}
 }  // namespace
 
 int main(int argc, char** argv) { return rocksdb::test::RunAllTests(); }