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OpenX Erlang Thrift Implementation

OX Thrift (ox-thrift) is a reimplementation of the Apache Thrift Erlang library with an emphasis on speed of encoding and decoding. In its current incarnation, it uses the structure definitions produced by the Apache Thrift code generator. However it has the following differences from the Apache Thrift Erlang library.

  • It supports only framed transports and binary and compact protocols.

  • It gives up the ability to stream directly to or from the transport. Instead, the processor layer decodes the thrift message from a binary buffer and encodes to an iolist. Compared to the Apache Erlang Thrift library, this simplifies the implementation and avoids a lot of record modifications that are inefficient in Erlang.

  • The Thrift server uses the Ranch acceptor pool instead of rolling its own.

  • The HandlerModule:handle_function(Function, Args) interface expects the HandlerModule to take its arguments as a list instead of a tuple. This is more consistent with Erlang conventions for functions that take a variable number of arguments.

  • For the Thrift map type, for encoding OX Thrift will accept either a dict (as Apache Thrift does), a proplist, or an Erlang map. For decoding, however, OX Thrift can be configured to return a dict or a map. See the documentation for the map_module option.

  • For the Thrift set type, for encoding OX Thrift will accept either a set (as Apache Thrift does) or a list. OX Thrift does not deduplicate the list elements if passed a list.

  • Like the Apache library, OX Thrift does not enforce required struct fields, on either encoding or decoding.

  • Like the Apache library, OX Thrift does not populate the structs with default values on decoding.

Interface

Client

The OX Thrift client interface is provided by the ox_thrift_client module. This module exports two functions, new, and call.

new -- Manage a Connection to a Thrift Server

{ok, Client} = ox_thrift_client:new(Connection, ConnectionState, Transport, Protocol, Service)
{ok, Client} = ox_thrift_client:new(Connection, ConnectionState, Transport, Protocol, Service, Options)
  • Connection: A module that manages a connection to the Thrift server. This module must support the interface defined by ox_thrift_connection. The OX Thrift client will call the module's checkout and checkin functions. The OX Thrift library supplies several modules that implement this interface, described in the Connection Managers section below.
  • ConnectionState: State managed by the Connection module.
  • Transport: A module that provides the transport layer, such as gen_tcp. This module is expected to export send/2, recv/3, and close/1 functions.
  • Protocol: A module that provides the Thrift protocol layer, e.g., ox_thrift_protocol_binary or ox_thrift_protocol_compact.
  • Service: A module, produced by the Thrift IDL compiler from the service's Thrift definition, that provides the Service layer.
  • Options: A list of options.
    • {map_module, MapModule} where MapModule is dict or maps specifies the module that is used to decode Thrift map fields. The default is dict.
    • {recv_timeout, Milliseconds} or {recv_timeout, infinity} The receive timeout. The default is infinity.

The Connection module's checkout function should return a socket Socket, and the OX Thrift library expects the Transport module to support the following functions on this Socket.

  • ok = Transport:send(Socket, IOData),
  • {ok, Binary} = Transport:recv(Socket, Length, Timeout), and
  • ok = Transport:close(Socket)

call -- Make a Call to a Thrift Server

{ok, OClient, Result} = ox_thrift_client:call(IClient, Function, Args)
  • IClient: An ox_thrift_client record, as returned by the ox_thrift_client:new call or a previous ox_thrift_client:call call.
  • Function: An atom representing the function to call.
  • Args: A list containing the arguments to Function.

Connection Managers

OX Thrift supplies several connection managers for use with the OX Thrift client.

  • ox_thrift_simple_socket implements a non-reconnecting connection to the Thrift server.

  • ox_thrift_reconnecting_socket implements a simple dedicated connection to the Thrift server that automatically reopens the connection when there is an error.

  • ox_thrift_socket_pool implements a pool of connections that can be shared among multiple processes. The pool is managed by a gen_server which you are expected to link into your supervisor tree by calling the ox_thrift_socket_pool:start_link/4 function.

You can turn on some additional features out in ox_thrift_socket_pool by adding the following to your rebar.config file:

{overrides,
  [ {add, ox_thrift,
      [ {erl_opts,
          [ {d, 'DEBUG_CONNECTIONS'} %% Debug errors in connection monitoring
          , {d, 'MONDEMAND_PROGID', myapp} %% Emit mondemand stats for errors.
          ]}
      ]}
  ]}.
  • The DEBUG_CONNECTIONS macro controls whether the connections monitoring is logged if certain errors are detected.

  • The MONDEMAND_PROGID macro controls whether error metrics are emitted using the MonDemand metric collection framework.

Server

The OX Thrift server interface is provided by the ox_thrift_server module. This module is designed to be used with the Ranch acceptor pool. Your application needs to start Ranch, and then to register the ox_thrift_server module with Ranch as a protocol handler.

ranch:start_listener(
  ?THRIFT_SERVICE_REF,
  10,                % Number of acceptors.
  ranch_tcp,
  [ {port, Port} ],  % https://github.com/ninenines/ranch/blob/master/doc/src/manual/ranch_tcp.asciidoc
  ox_thrift_server,  % Ranch protocol module.
  #ox_thrift_config{
     service_module = service_thrift,
     protocol_module = ox_thrift_protocol_binary,
     handler_module = ?MODULE}).

Your Thrift server must supply two functions, handle_function and handle_error. These functions are defined by the ox_thrift_server behaviour, and the module that supplies these functions is specified in the handler_module field.

Unlike the Apache Thrift's handle_function Erlang interface, OX Thrift passes the Args parameter as a list instead of a tuple.

-behaviour(ox_thrift_server).

handle_function (Function, Args) when is_atom(Function), is_list(Args) ->
  case apply(?MODULE, Function, Args) of
    ok    -> ok;
    Reply -> {reply, Reply}
  end.

handle_error(Function, Reason) ->
  ok.

The handle_function function may return ok for a void function, or {reply, Reply} for a non-void function. In addition, the function may request that the Thrift server close the client's connection after returning the reply by returning {ok, close} for a void function or {reply, Reply, close} for a non-void function.

If the Thrift function wants to return one of its declared exceptions, E, it may call {throw, E}. The Thrift server will catch the exception and return a message to the client, where the exception will be re-thrown.

The protocol is specified by setting the protocol_module field to one of the following values.

  • ox_thrift_protocol_binary: binary protocol
  • ox_thrift_protocol_compact: compact protocol

Thrift map Field Decoding

By default, Thrift map fields are decoded to Erlang dicts. You can specify that they be decoded as Erlang maps with the map_module option.

#ox_thrift_config{options = [ { map_module, maps } ]}

Setting the Server's recv Timeout

The default recv timeout is infinity, which means that the server will keep a socket open indefinitely waiting for a client to send a request. You can override this with the recv_timeout option.

#ox_thrift_config{options = [ { recv_timeout, TimeoutMilliseconds } ]}

Limiting the Maximum Message Size

By default the OX Thrift server will accept Thrift messages of unlimited size (infinity). If you are in an environment where clients may sent you improperly-framed thrift messages (for example, random requests coming from a port scanner), ox_thrift allows you to limit the maximum size of the message the server will accept. Messages that are larger than this limit will result in a call to the handle_error function with a large_message error.

#ox_thrift_config{options = [ { max_message_size, MaxSizeBytes } ]}

Stats Collection

The OX Thrift server will optionally call a handle_stats function in a module that you define when you start the Ranch listener.

#ox_thrift_config{options = [ { stats_module, StatsModule } ]}

The interface for the stats-collection function is:

handle_stats (Function, [ {Stat, Value} ]) ->
  ok.

The statistics currently collected are:

  • decode_time: The call arguments decoding time in microseconds.
  • decode_size: The size of the encoded Thrift message being decoded.
  • decode_reductions: The number of reductions consumed decoding the Thrift message.
  • encode_time: The call reply encoding time in microseconds.
  • encode_size: The size of the encoded Thrift message.
  • encode_reductions: The number of reductions consumed encoding the Thrift message.
  • connect_time: The total connect time in microseconds.
  • call_count: The number of calls to the Thrift server.

Spawning a New Process for Each Thrift Call

Normally, Ranch will start a OX Thrift server process for each client connection, and all the processing for any Thrift calls will be done in this server process. If the OX Thrift server is started with the spawn_options option, however, a new process will be spawned and linked to handle each request, with the value of the spawn_options passed as the second argument to the spawn_opt/2 call. If processing the Thrift call generates a lot of garbage it can be more efficient to release it all when the process exits than to let the Erlang runtime do garbage collection on a long-running process.

#ox_thrift_config{options = [ { spawn_options, [] } ]}

If you use this option, you may want to determine the typical heap size of a handler process (perhaps by calling process_info(self(), heap_size) in a handle_stats function) and specify it as the min_heap_size in the spawn_options.

Direct Encoding and Decoding of Records to and from Binaries

The ox_thrift_protocol_binary:encode_record/2 function encodes a Thrift struct record to a binary, and ox_thrift_protocol_binary:decode_record/2 decodes the binary back to the original record.

Binary = encode_record({ServiceTypesModule, StructName}, Record)
Record = decode_record({ServiceTypesModule, StructName}, Binary)

If your Thrift service is "svc" the ServiceTypesModule will be svc_types.

Speedup

These numbers were taken from benchmarks of the binary protocol on a production SSRTB system.

Apache Thrift OX Thrift Speedup
Decoding 1098 us 244 us 4.5 x
Encoding 868 us 185 us 4.7 x

Message Protocol

See the message protocol documentation.

Other Info

  • Anthony pointed me a talk by Péter Gömöri on The Fun Part of Writing a Thrift Codec, which describes his work to speed up Thrift encoding and decoding. Unfortunately, the code is not public. The author claims the following speedups:

    Optimization Decoding Encoding
    Layer Squashing 2x 8x
    Generated Funs 16x 16x
  • Thrash is an Elixir library that automatically generates functions for decoding and encoding Thrift messages using the binary protocol. The author claims speedups of 18x for decoding and 5x for encoding over the Apache Thrift library.

  • elixir-thrift is another Elixir Thrift library. The author claims a speedup of between 10x and 25x over the Apache Thrift library. It appears that this library generates code from the Thrift definition directly instead of using the structure definitions that the Apache Thrift code generator produces as Thrash does.

  • Erlang documentation on Constructing and Matching Binaries, which may be useful for optimization.

  • The Thrift paper, which describes the design and data encoding protocol for Thrift.

  • Erik van Oosten's Thrift Specification -- Remote Procedure Call (a.k.a, "Thrift: The Missing Specification").

  • Andrew Prunicki's "Apache Thrift" overview has a comparison of Thrift with other protocols that compares encoding size and has some benchmarks.

Acknowledgements

Many thanks to Yoshihiro Tanaka and Anthony Molinaro for their insights and suggestions.

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