diff --git a/lib/fluent/formatter.rb b/lib/fluent/formatter.rb
index 2fb8b70694..1fa6e5fc4f 100644
--- a/lib/fluent/formatter.rb
+++ b/lib/fluent/formatter.rb
@@ -135,6 +135,7 @@ class JSONFormatter < Formatter
       include StructuredFormatMixin
 
       config_param :json_parser, :string, default: 'oj'
+      config_param :add_newline, :bool, default: true
 
       def configure(conf)
         super
@@ -147,19 +148,34 @@ def configure(conf)
         rescue LoadError
           @dump_proc = Yajl.method(:dump)
         end
+
+        # format json is used on various highload environment, so re-define method to skip if check
+        unless @add_newline
+          define_singleton_method(:format, method(:format_without_nl))
+        end
       end
 
       def format_record(record)
         "#{@dump_proc.call(record)}\n"
       end
+
+      def format_without_nl(tag, time, record)
+        @dump_proc.call(record)
+      end
     end
 
     class HashFormatter < Formatter
       include HandleTagAndTimeMixin
       include StructuredFormatMixin
 
+      config_param :add_newline, :bool, default: true
+
       def format_record(record)
-        "#{record.to_s}\n"
+        if @add_newline
+          "#{record.to_s}\n"
+        else
+          record.to_s
+        end
       end
     end
 
@@ -177,6 +193,7 @@ class LabeledTSVFormatter < Formatter
 
       config_param :delimiter, :string, default: "\t"
       config_param :label_delimiter, :string, default: ":"
+      config_param :add_newline, :bool, default: true
 
       def format(tag, time, record)
         filter_record(tag, time, record)
@@ -184,7 +201,7 @@ def format(tag, time, record)
           result << @delimiter if result.length.nonzero?
           result << "#{pair.first}#{@label_delimiter}#{pair.last}"
         }
-        formatted << "\n"
+        formatted << "\n".freeze if @add_newline
         formatted
       end
     end
@@ -197,6 +214,7 @@ class CsvFormatter < Formatter
       end
       config_param :force_quotes, :bool, default: true
       config_param :fields, :array, value_type: :string
+      config_param :add_newline, :bool, default: true
 
       def initialize
         super
@@ -217,7 +235,9 @@ def format(tag, time, record)
             memo << record[key]
             memo
         end
-        CSV.generate_line(row, @generate_opts)
+        line = CSV.generate_line(row, @generate_opts)
+        line.chomp! unless @add_newline
+        line
       end
     end
 
diff --git a/test/test_formatter.rb b/test/test_formatter.rb
index 8d50b34f60..a92d463f17 100644
--- a/test/test_formatter.rb
+++ b/test/test_formatter.rb
@@ -142,6 +142,14 @@ def test_format(data)
       assert_equal("#{Yajl.dump(record)}\n", formatted)
     end
 
+    data('oj' => 'oj', 'yajl' => 'yajl')
+    def test_format_without_nl(data)
+      @formatter.configure('json_parser' => data, 'add_newline' => false)
+      formatted = @formatter.format(tag, @time, record)
+
+      assert_equal(Yajl.dump(record), formatted)
+    end
+
     data('oj' => 'oj', 'yajl' => 'yajl')
     def test_format_with_symbolic_record(data)
       @formatter.configure('json_parser' => data)
@@ -252,6 +260,13 @@ def test_format
       assert_equal("message:awesome\n", formatted)
     end
 
+    def test_format_without_nl
+      @formatter.configure('add_newline' => false)
+      formatted = @formatter.format(tag, @time, record)
+
+      assert_equal("message:awesome", formatted)
+    end
+
     def test_format_with_tag
       @formatter.configure('include_tag_key' => 'true')
       formatted = @formatter.format(tag, @time, record)
@@ -319,6 +334,15 @@ def test_format
       assert_equal("\"awesome\",\"awesome2\"\n", formatted)
     end
 
+    def test_format_without_nl
+      @formatter.configure('fields' => 'message,message2', 'add_newline' => false)
+      formatted = @formatter.format(tag, @time, {
+        'message' => 'awesome',
+        'message2' => 'awesome2'
+      })
+      assert_equal("\"awesome\",\"awesome2\"", formatted)
+    end
+
     def test_format_with_tag
       @formatter.configure(
         'fields' => 'tag,message,message2',