diff --git a/tests/bloom_test.cpp b/tests/bloom_test.cpp
new file mode 100644
index 0000000..2e9adb5
--- /dev/null
+++ b/tests/bloom_test.cpp
@@ -0,0 +1,141 @@
+#include <fc/bloom_filter.hpp>
+#include <fc/exception/exception.hpp>
+#include <fc/reflect/variant.hpp>
+#include <iostream>
+#include <fc/variant.hpp>
+#include <fc/io/raw.hpp>
+#include <fstream>
+#include <fc/io/json.hpp>
+#include <fc/crypto/base64.hpp>
+
+using namespace fc;
+
+int main( int argc, char** argv )
+{
+   try {
+
+   bloom_parameters parameters;
+
+   // How many elements roughly do we expect to insert?
+   parameters.projected_element_count = 100000;
+
+   // Maximum tolerable false positive probability? (0,1)
+   parameters.false_positive_probability = 0.0001; // 1 in 10000
+
+   // Simple randomizer (optional)
+   parameters.random_seed = 0xA5A5A5A5;
+
+   if (!parameters)
+   {
+      std::cout << "Error - Invalid set of bloom filter parameters!" << std::endl;
+      return 1;
+   }
+
+   parameters.compute_optimal_parameters();
+
+   //Instantiate Bloom Filter
+   bloom_filter filter(parameters);
+
+   if( argc > 1 )
+   {
+      uint32_t count = 0;
+      std::string line;
+      std::ifstream in(argv[1]);
+      std::ofstream words("words.txt");
+      while( !in.eof() && count < 100000 )
+      {
+         std::getline(in, line);
+         std::cout << "'"<<line<<"'\n";
+         if( !filter.contains(line) )
+         {
+            filter.insert( line );
+            words << line << "\n";
+            ++count;
+         }
+      }
+      wdump((filter));
+      auto packed_filter = fc::raw::pack(filter);
+      wdump((packed_filter.size()));
+      wdump((packed_filter));
+      std::ofstream out(argv[2]);
+      std::string str = fc::json::to_string(packed_filter);
+      auto b64 = fc::base64_encode( packed_filter.data(), packed_filter.size() );
+      for( uint32_t i = 0; i < b64.size(); i += 1024 )
+         out << '"' <<  b64.substr( i, 1024 ) << "\",\n";
+
+      return 0;
+   }
+
+
+
+
+   std::string str_list[] = { "AbC", "iJk", "XYZ" };
+
+   // Insert into Bloom Filter
+   {
+      // Insert some strings
+      for (std::size_t i = 0; i < (sizeof(str_list) / sizeof(std::string)); ++i)
+      {
+         filter.insert(str_list[i]);
+      }
+
+      // Insert some numbers
+      for (std::size_t i = 0; i < 100; ++i)
+      {
+         filter.insert(i);
+      }
+   }
+
+   // Query Bloom Filter
+   {
+      // Query the existence of strings
+      for (std::size_t i = 0; i < (sizeof(str_list) / sizeof(std::string)); ++i)
+      {
+         if (filter.contains(str_list[i]))
+         {
+            std::cout << "BF contains: " << str_list[i] << std::endl;
+         }
+      }
+
+      // Query the existence of numbers
+      for (std::size_t i = 0; i < 100; ++i)
+      {
+         if (filter.contains(i))
+         {
+            std::cout << "BF contains: " << i << std::endl;
+         }
+      }
+
+      std::string invalid_str_list[] = { "AbCX", "iJkX", "XYZX" };
+
+      // Query the existence of invalid strings
+      for (std::size_t i = 0; i < (sizeof(invalid_str_list) / sizeof(std::string)); ++i)
+      {
+         if (filter.contains(invalid_str_list[i]))
+         {
+            std::cout << "BF falsely contains: " << invalid_str_list[i] << std::endl;
+         }
+      }
+
+      // Query the existence of invalid numbers
+      for (int i = -1; i > -100; --i)
+      {
+         if (filter.contains(i))
+         {
+            std::cout << "BF falsely contains: " << i << std::endl;
+         }
+      }
+   }
+
+   wdump((filter));
+   auto packed_filter = fc::raw::pack(filter);
+   wdump((packed_filter.size()));
+   wdump((packed_filter));
+
+     return 0;
+   } 
+   catch ( const fc::exception& e )
+   {
+      edump((e.to_detail_string()) );
+   }
+}