diff --git a/lib/ruby_snowflake/client/threaded_in_memory_strategy.rb b/lib/ruby_snowflake/client/threaded_in_memory_strategy.rb
index 88c0e7c..e3e9934 100644
--- a/lib/ruby_snowflake/client/threaded_in_memory_strategy.rb
+++ b/lib/ruby_snowflake/client/threaded_in_memory_strategy.rb
@@ -9,31 +9,31 @@ def self.result(statement_json_body, retreive_proc, num_threads)
         result[0] = statement_json_body["data"]
 
         thread_pool = Concurrent::FixedThreadPool.new(num_threads)
-        futures = []
-        partitions.each_with_index do |partition, index|
-          next if index == 0 # already have the first partition
-          futures << Concurrent::Future.execute(executor: thread_pool) do
-            [index, retreive_proc.call(index)]
+        partitions
+          .each_with_index.map do |partition, index|
+            next if index == 0 # already have the first partition
+            [index, Concurrent::Future.execute(executor: thread_pool) { retreive_proc.call(index) }]
           end
-        end
-        futures.each do |future|
-          if future.rejected?
-            if future.reason.is_a? RubySnowflake::Error
-              raise future.reason
-            else
-              raise ConnectionStarvedError.new(
-                      "A partition request timed out. This is usually do to using the client in" \
-                      "multiple threads. The client uses a connection thread pool and if too many" \
-                      "requests are all done in threads at the same time, threads can get starved" \
-                      "of access to connections. The solution for this is to either increase the " \
-                      "max_connections parameter on the client or create a new client instance" \
-                      "with it's own connection pool to snowflake per thread. Rejection reason: #{future.reason.message}"
-                    )
+          .each do |entry|
+            next if entry.nil? # 0th index
+
+            index, future = entry
+            if future.rejected?
+              if future.reason.is_a? RubySnowflake::Error
+                raise future.reason
+              else
+                raise ConnectionStarvedError.new(
+                        "A partition request timed out. This is usually do to using the client in" \
+                        "multiple threads. The client uses a connection thread pool and if too many" \
+                        "requests are all done in threads at the same time, threads can get starved" \
+                        "of access to connections. The solution for this is to either increase the " \
+                        "max_connections parameter on the client or create a new client instance" \
+                        "with it's own connection pool to snowflake per thread. Rejection reason: #{future.reason.message}"
+                      )
+              end
             end
+            result[index] = future.value
           end
-          index, partition_data = future.value
-          result[index] = partition_data
-        end
         result
       end
     end