diff --git a/Makefile b/Makefile
new file mode 100644
index 0000000..99086b1
--- /dev/null
+++ b/Makefile
@@ -0,0 +1,20 @@
+PLATFORM_CCFLAGS= -DROCKSDB_PLATFORM_POSIX -DROCKSDB_LIB_IO_POSIX  -DOS_LINUX -fno-builtin-memcmp -DROCKSDB_FALLOCATE_PRESENT -DSNAPPY -DGFLAGS=1 -DZLIB -DBZIP2 -DLZ4 -DZSTD -DROCKSDB_MALLOC_USABLE_SIZE -DROCKSDB_PTHREAD_ADAPTIVE_MUTEX -DROCKSDB_BACKTRACE -DROCKSDB_RANGESYNC_PRESENT -DROCKSDB_SCHED_GETCPU_PRESENT -march=native  -DROCKSDB_SUPPORT_THREAD_LOCAL
+PLATFORM_CXXFLAGS=-std=c++11  -DROCKSDB_PLATFORM_POSIX -DROCKSDB_LIB_IO_POSIX  -DOS_LINUX -fno-builtin-memcmp -DROCKSDB_FALLOCATE_PRESENT -DSNAPPY -DGFLAGS=1 -DZLIB -DBZIP2 -DLZ4 -DZSTD -DROCKSDB_MALLOC_USABLE_SIZE -DROCKSDB_PTHREAD_ADAPTIVE_MUTEX -DROCKSDB_BACKTRACE -DROCKSDB_RANGESYNC_PRESENT -DROCKSDB_SCHED_GETCPU_PRESENT -march=native  -DROCKSDB_SUPPORT_THREAD_LOCAL
+PLATFORM=OS_LINUX
+PLATFORM_LDFLAGS= -lpthread -lrt -lsnappy -lgflags -lz -lbz2 -llz4 -lzstd
+
+ifneq ($(USE_RTTI), 1)
+	CXXFLAGS += -fno-rtti
+endif
+LIB_SOURCES = collocatordb.cc
+
+LIBOBJECTS = $(LIB_SOURCES:.cc=.o)
+
+collocatordb: collocatordb.cc
+	$(CXX) $(CXXFLAGS) -L/usr/local/lib $@.cc -o$@ -lrocksdb -I/usr/local/include -O2 -std=c++11 $(PLATFORM_LDFLAGS) $(PLATFORM_CXXFLAGS) $(EXEC_LDFLAGS)
+
+libcollocatordb.a: $(LIBOBJECTS)
+	$(AM_V_at)$(AR) $(ARFLAGS) $@ $(LIBOBJECTS)
+
+.cc.o:
+	$(CXX) $(CXXFLAGS) -c $< -o$@ -I/usr/local/include -O2 -std=c++11 $(PLATFORM_CXXFLAGS)
diff --git a/collocatordb.cc b/collocatordb.cc
new file mode 100644
index 0000000..b4c7679
--- /dev/null
+++ b/collocatordb.cc
@@ -0,0 +1,326 @@
+//  Copyright (c) 2011-present, Facebook, Inc.  All rights reserved.
+//  This source code is licensed under both the GPLv2 (found in the
+//  COPYING file in the root directory) and Apache 2.0 License
+//  (found in the LICENSE.Apache file in the root directory).
+//
+#include <typeinfo>
+#include <assert.h>
+#include <memory>
+#include <iostream>
+#include <stdint.h>
+#include "rocksdb/cache.h"
+#include "rocksdb/comparator.h"
+#include "rocksdb/db.h"
+#include "rocksdb/env.h"
+#include <rocksdb/merge_operator.h>
+#include "rocksdb/utilities/db_ttl.h"
+#include "merge_operators.h"
+
+#define IS_BIG_ENDIAN (*(uint16_t *)"\0\xff" < 0x100)
+#define encodeCollocation(w1, w2, dist) (((uint64_t)dist << 56) | ((uint64_t)w2 << 24) | w1)
+using namespace rocksdb;
+
+namespace {
+  size_t num_merge_operator_calls;
+  void resetNumMergeOperatorCalls() { num_merge_operator_calls = 0; }
+  
+  size_t num_partial_merge_calls;
+  void resetNumPartialMergeCalls() { num_partial_merge_calls = 0; }
+}
+
+inline void EncodeFixed64(char* buf, uint64_t value) {
+  if (! IS_BIG_ENDIAN) {
+    memcpy(buf, &value, sizeof(value));
+  } else {
+    buf[0] = value & 0xff;
+    buf[1] = (value >> 8) & 0xff;
+    buf[2] = (value >> 16) & 0xff;
+    buf[3] = (value >> 24) & 0xff;
+    buf[4] = (value >> 32) & 0xff;
+    buf[5] = (value >> 40) & 0xff;
+    buf[6] = (value >> 48) & 0xff;
+    buf[7] = (value >> 56) & 0xff;
+  }
+}
+
+inline uint32_t DecodeFixed32(const char* ptr) {
+  if (! IS_BIG_ENDIAN) {
+    // Load the raw bytes
+    uint32_t result;
+    memcpy(&result, ptr, sizeof(result));  // gcc optimizes this to a plain load
+    return result;
+  } else {
+    return ((static_cast<uint32_t>(static_cast<unsigned char>(ptr[0])))
+            | (static_cast<uint32_t>(static_cast<unsigned char>(ptr[1])) << 8)
+            | (static_cast<uint32_t>(static_cast<unsigned char>(ptr[2])) << 16)
+            | (static_cast<uint32_t>(static_cast<unsigned char>(ptr[3])) << 24));
+  }
+}
+
+inline uint64_t DecodeFixed64(const char* ptr) {
+  if (! IS_BIG_ENDIAN) {
+    // Load the raw bytes
+    uint64_t result;
+    memcpy(&result, ptr, sizeof(result));  // gcc optimizes this to a plain load
+    return result;
+  } else {
+    uint64_t lo = DecodeFixed32(ptr);
+    uint64_t hi = DecodeFixed32(ptr + 4);
+    return (hi << 32) | lo;
+  }
+}
+
+
+class CountMergeOperator : public AssociativeMergeOperator {
+public:
+  CountMergeOperator() {
+    mergeOperator_ = MergeOperators::CreateUInt64AddOperator();
+  }
+
+  virtual bool Merge(const Slice& key,
+                     const Slice* existing_value,
+                     const Slice& value,
+                     std::string* new_value,
+                     Logger* logger) const override {
+    assert(new_value->empty());
+    ++num_merge_operator_calls;
+    if (existing_value == nullptr) {
+      new_value->assign(value.data(), value.size());
+      return true;
+    }
+
+    return mergeOperator_->PartialMerge(
+                                        key,
+                                        *existing_value,
+                                        value,
+                                        new_value,
+                                        logger);
+  }
+
+  virtual const char* Name() const override {
+    return "UInt64AddOperator";
+  }
+
+private:
+  std::shared_ptr<MergeOperator> mergeOperator_;
+};
+
+namespace {
+}  // namespace
+
+class CollocatorIterator : public Iterator {
+public:
+  explicit  CollocatorIterator() {
+  }
+};
+
+class Collocators {
+private:
+  WriteOptions merge_option_; // for merge
+  char _one[sizeof(uint64_t)];
+  Slice _one_slice;
+  
+protected:
+  std::shared_ptr<DB> db_;
+
+  WriteOptions put_option_;
+  ReadOptions get_option_;
+  WriteOptions delete_option_;
+
+  uint64_t default_;
+
+  std::shared_ptr<DB> OpenDb(const std::string& dbname, const bool ttl = false,
+                             const size_t max_successive_merges = 0) {
+    DB* db;
+    Options options;
+    options.create_if_missing = true;
+    options.merge_operator = std::make_shared<CountMergeOperator>();
+    options.max_successive_merges = max_successive_merges;
+    Status s;
+    //  DestroyDB(dbname, Options());
+    s = DB::Open(options, dbname, &db);
+    if (!s.ok()) {
+      std::cerr << s.ToString() << std::endl;
+      assert(false);
+    }
+    return std::shared_ptr<DB>(db);
+  }
+
+public:
+ explicit Collocators(const std::string& db_name)
+   : put_option_(),
+     get_option_(),
+     delete_option_(),
+     merge_option_() {
+   db_ = OpenDb(db_name, false, 0);
+   assert(db_);
+   uint64_t one = 1;
+   EncodeFixed64(_one, one);
+   _one_slice = Slice(_one, sizeof(uint64_t));
+  }
+
+  virtual ~Collocators() {}
+
+  // public interface of Collocators.
+  // All four functions return false
+  // if the underlying level db operation failed.
+
+  // mapped to a levedb Put
+  bool set(const std::string& key, uint64_t value) {
+    // just treat the internal rep of int64 as the string
+    char buf[sizeof(value)];
+    EncodeFixed64(buf, value);
+    Slice slice(buf, sizeof(value));
+    auto s = db_->Put(put_option_, key, slice);
+
+    if (s.ok()) {
+      return true;
+    } else {
+      std::cerr << s.ToString() << std::endl;
+      return false;
+    }
+  }
+
+  DB *getDb() {
+    return db_.get();
+  }
+
+  // mapped to a rocksdb Delete
+  bool remove(const std::string& key) {
+    auto s = db_->Delete(delete_option_, key);
+
+    if (s.ok()) {
+      return true;
+    } else {
+      std::cerr << s.ToString() << std::endl;
+      return false;
+    }
+  }
+
+  // mapped to a rocksdb Get
+  bool get(const std::string& key, uint64_t* value) {
+    std::string str;
+    auto s = db_->Get(get_option_, key, &str);
+
+    if (s.IsNotFound()) {
+      // return default value if not found;
+      *value = default_;
+      return true;
+    } else if (s.ok()) {
+      // deserialization
+      if (str.size() != sizeof(uint64_t)) {
+        std::cerr << "value corruption\n";
+        return false;
+      }
+      *value = DecodeFixed64(&str[0]);
+      return true;
+    } else {
+      std::cerr << s.ToString() << std::endl;
+      return false;
+    }
+  }
+
+
+  uint64_t get(const uint32_t w1, const uint32_t w2, const int8_t dist) {
+    char encoded_key[sizeof(uint64_t)];
+    EncodeFixed64(encoded_key, encodeCollocation(w1,w2,dist));
+    uint64_t value = default_;
+    int result = get(std::string(encoded_key, 8), &value);
+    return value;
+  }
+
+  virtual void inc(const std::string& key) {
+    db_->Merge(merge_option_, key, _one_slice);
+  }
+
+  virtual void inc(const uint64_t key) {
+    char encoded_key[sizeof(uint64_t)];
+    EncodeFixed64(encoded_key, key);
+    db_->Merge(merge_option_, std::string(encoded_key, 8), _one_slice);
+  }
+
+  virtual void inc(const uint32_t w1, const uint32_t w2, const uint8_t dist) {
+    inc(encodeCollocation(w1, w2, dist));
+  }
+
+  // mapped to a rocksdb Merge operation
+  virtual bool add(const std::string& key, uint64_t value) {
+    char encoded[sizeof(uint64_t)];
+    EncodeFixed64(encoded, value);
+    Slice slice(encoded, sizeof(uint64_t));
+    auto s = db_->Merge(merge_option_, key, slice);
+
+    if (s.ok()) {
+      return true;
+    } else {
+      std::cerr << s.ToString() << std::endl;
+      return false;
+    }
+  }
+
+};
+
+namespace {
+  void dumpDb(DB* db) {
+    char prefixc[sizeof(uint64_t)];
+    EncodeFixed64(prefixc, encodeCollocation(1000,0,0));
+    ReadOptions options;
+    options.prefix_same_as_start = true;  
+    auto it = unique_ptr<Iterator>(db->NewIterator(options));
+
+    for (it->Seek(std::string(prefixc,3)); it->Valid() && it->key().starts_with(std::string(prefixc,3)); it->Next()) {
+      uint64_t value = DecodeFixed64(it->value().data());
+      uint64_t key = DecodeFixed64(it->key().data());
+      uint64_t w1 = (uint64_t)(key & 0xffffff);
+      uint64_t w2 = (uint64_t)((key >> 24) & 0xffffff);
+      int8_t dist = (uint64_t)((key >> 56) & 0xff);
+      std::cout << "w1:" << w1 << ", w2:" << w2 << ", dist:" << (int32_t) dist << " - count:" << value << std::endl;
+    }
+
+  
+    assert(it->status().ok());  // Check for any errors found during the scan
+  }
+
+  void testCollocators(Collocators& counters) {
+
+    FlushOptions o;
+    DB *db = counters.getDb();
+
+    o.wait = true;
+
+    counters.inc(100,200,5);
+    counters.inc(1000,2000,-5);
+    counters.inc(1000,2000,5);
+    counters.inc(1000,2500,-3);
+    counters.inc(1000,2500,4);
+    counters.inc(1000,2900,3);
+
+    counters.inc(1001,2900,3);
+
+    for(int i=0; i<1000000; i++)
+      counters.inc(rand()%1000,rand()%1000,5);
+
+    //  dumpDb(db);
+
+    counters.inc(100,200,5);
+    counters.inc(1000,2000,5);
+    counters.inc(1000,2500,4);
+    counters.inc(1000,2900,3);
+
+    counters.inc(1001,2900,3);
+
+    dumpDb(db);
+  }
+
+  void runTest(int argc, const std::string& dbname, const bool use_ttl = false) {
+    std::cout << "Test merge-based counters... \n";
+    Collocators counters(dbname);
+    testCollocators(counters);
+  }
+}  // namespace
+
+int main(int argc, char *argv[]) {
+  runTest(argc, "/tmp/merge_testdb");
+  printf("Passed all tests!\n");
+  return 0;
+}
diff --git a/merge_operators.h b/merge_operators.h
new file mode 100644
index 0000000..602a4d0
--- /dev/null
+++ b/merge_operators.h
@@ -0,0 +1,51 @@
+//  Copyright (c) 2011-present, Facebook, Inc.  All rights reserved.
+//  This source code is licensed under both the GPLv2 (found in the
+//  COPYING file in the root directory) and Apache 2.0 License
+//  (found in the LICENSE.Apache file in the root directory).
+//
+#ifndef MERGE_OPERATORS_H
+#define MERGE_OPERATORS_H
+
+#include <memory>
+#include <stdio.h>
+
+#include "rocksdb/merge_operator.h"
+
+namespace rocksdb {
+
+class MergeOperators {
+ public:
+  static std::shared_ptr<MergeOperator> CreatePutOperator();
+  static std::shared_ptr<MergeOperator> CreateDeprecatedPutOperator();
+  static std::shared_ptr<MergeOperator> CreateUInt64AddOperator();
+  static std::shared_ptr<MergeOperator> CreateStringAppendOperator();
+  static std::shared_ptr<MergeOperator> CreateStringAppendTESTOperator();
+  static std::shared_ptr<MergeOperator> CreateMaxOperator();
+
+  // Will return a different merge operator depending on the string.
+  // TODO: Hook the "name" up to the actual Name() of the MergeOperators?
+  static std::shared_ptr<MergeOperator> CreateFromStringId(
+      const std::string& name) {
+    if (name == "put") {
+      return CreatePutOperator();
+    } else if (name == "put_v1") {
+      return CreateDeprecatedPutOperator();
+    } else if ( name == "uint64add") {
+      return CreateUInt64AddOperator();
+    } else if (name == "stringappend") {
+      return CreateStringAppendOperator();
+    } else if (name == "stringappendtest") {
+      return CreateStringAppendTESTOperator();
+    } else if (name == "max") {
+      return CreateMaxOperator();
+    } else {
+      // Empty or unknown, just return nullptr
+      return nullptr;
+    }
+  }
+
+};
+
+} // namespace rocksdb
+
+#endif