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README.md | ||
TODO.md |
A Pure Elixir Thrift Library
This package contains an implementation of Thrift for Elixir. It includes a Thrift IDL parser, a code generator, a binary framed client and a binary framed server.
The serialization and deserialization code that is generated by this project is highly optimized and is between 10 and 25 times faster than the code generated by the Apache Erlang implementation.
Binary protocol benchmark
(run mix bench bench/binary_protocol_benchmark.exs
)
Benchmark name | Iterations | Average time |
---|---|---|
elixir serialization (left as IOList) | 2000 | 810.53 µs/op |
elixir deserialization | 1000 | 1234.69 µs/op |
elixir serialization (converted to binary) | 1000 | 1254.23 µs/op |
erlang serialization left as IOList | 100 | 10544.31 µs/op |
erlang serialization (converted to binary) | 100 | 11714.74 µs/op |
erlang deserialization | 100 | 21671.39 µs/op |
Note: all serialization in this framework leaves its results in iolists for speed and efficiency.
Framed Server Benchmark
(run mix bench bench/framed_server_benchmark.exs
)
Benchmark name | Iterations | Average time |
---|---|---|
Returning a boolean in Elixir | 50000 | 51.20 µs/op |
Returning a boolean in Erlang | 20000 | 74.46 µs/op |
Echoing a struct in Elixir | 10000 | 275.89 µs/op |
Echoing a struct in Erlang | 1000 | 1200.35 µs/op |
Note: The Erlang parts of the above benchmark utilized the generated Erlang client and server from the Apache Thrift project
Benchmarks were run on a 2.8Ghz MacbookPro with 16G of ram running macOS Sierra, using Elixir 1.3.4 and Erlang 19.1
Setup
Start by adding this package to your project as a dependency:
{:thrift, "~> 2.0"}
Or to track the GitHub master branch:
{:thrift, github: "pinterest/elixir-thrift"}
Mix
This package includes a Mix compiler task that can be used to automate Thrift
code generation. Start by adding :thrift
to your project's :compilers
list.
For example:
compilers: [:thrift | Mix.compilers]
It's important to add :thrift
before the :elixir
entry. The Thrift
compiler will generate Elixir source files, which are in turn compiled by the
:elixir
compiler.
Next, define the list of :thrift_files
that should be compiled. In this
example, we gather all of the .thrift
files under the thrift
directory:
thrift_files: Mix.Utils.extract_files(["thrift"], [:thrift])
By default, the generated source files will be written to the lib
directory,
but you can change that using the thrift_output
option.
Working with Thrift
The examples below use the following thrift definition:
namespace elixir Thrift.Test
exception UserNotFound {
1: string message
}
struct User {
1: i64 id,
2: string username,
3: string first_name,
4: string last_name
}
service UserService {
1: bool ping(),
2: User get_user_by_id(1: i64 user_id) throws (1: UserNotFound unf),
3: boolean deleteUser(1: i64 userId),
}
The generated code will be placed in the following modules:
Generated Code | Path | Output Module |
---|---|---|
User Struct | lib/thrift/test/user.ex | Thrift.Test.User |
UserNotFound Exception | lib/thrift/test/user_not_found.ex | Thrift.Test.UserNotFound |
User Binary Protocol | lib/thrift/test/user.ex | Thrift.Test.User.BinaryProtocol |
UserNotFound Binary Protocol | lib/thrift/test/user_not_found.ex | Thrift.Test.UserNotFound.BinaryProtocol |
UserService Framed Binary Client | lib/thrift/test/user_service.ex | Thrift.Test.UserService.Binary.Framed.Client |
UserService Framed Binary Server | lib/thrift/test/user_service.ex | Thrift.Test.UserService.Binary.Framed.Server |
UserService Handler Behviour (Used for writing servers) | lib/thrift/test_user_service/handler.ex | Thrift.Test.UserService.Handler |
Using the Client
The client includes a static module that does most of the work, and a generated
interface module that performs some conversions and makes calling remote
functions easier. You will not directly interface with the static module,
but it is the one that's started when start_link
is called.
The static client module uses James Fish's excellent connection behaviour.
For each function defined in the service, the generated module has four functions.
Function name | Description |
---|---|
get_user_by_id/2 |
Makes a request to the remote get_user_by_id RPC. Returns {:ok, response} or {:error, reason} tuples. |
get_user_by_id!/2 |
Same as above, but raises an exception if something goes wrong. The type of exception can be one of the exceptions defined in the service or Thrift.TApplicationException . |
get_user_by_id_with_options/3 |
Allows you to pass gen_tcp and GenServer options to your client. This is useful for setting the GenServer timeout if you expect your RPC to take longer than the default of 5 seconds. Like get_user_by_id/2 , this function returns {:ok, response} or {:error, reason} tuples. |
get_user_by_id_with_options!/3 |
Allows you to pass gen_tcp and GenServer options and raises an exception if an error occurs. |
Note: in the above example, the function deleteUser
will be converted to delete_user
to comply with Elixir's naming conventions.
To use the client, simply call start_link
, supplying the host and port.
iex> alias Thrift.Test.UserService.Clients.Binary.Framed, as: Client
iex> {:ok, client} = UserService.Clients.Binary.Framed.start_link("localhost", 2345, [])
iex> {:ok, user} = Client.get_user_by_id(client, 22451)
{:ok, %Thrift.Test.User{id: 22451, username: "stinky", first_name: "Stinky", last_name: "Stinkman"}}
The client supports the following options, which are passed in as the
third argument to start_link
:
Option name | Type | Description |
---|---|---|
:tcp_opts |
keyword | A keyword list of tcp options (see below) |
:gen_server_opts |
keyword | A keyword list of options for the gen server (see below) |
TCP Opts
Name | Type | Description |
---|---|---|
:timeout |
positive integer | The default timeout for reading from, writing to, and connecting to sockets. |
send_timeout |
positive integer | The amount of time in milliseconds to wait before sending data fails. |
backoff_calculator |
(int) -> int | A single argument function that takes the number of retries and returns the amount of time to wait in milliseconds before reconnecting. The default implementation waits 100, 100, 200, 300, 500, 800 and then 1000 ms. All retries after that will wait 1000ms. |
GenServer Opts
Name | Type | Description |
---|---|---|
timeout |
A positive integer | The amount of time in milliseconds the Client's GenServer waits for a reply. After this, the GenServer will exit with {:error, :timeout} . |
Example of using options
alias Thrift.Test.UserService.Clients.Binary.Framed, as: Client
{:ok, client} = Client.start_link("localhost", 2345,
tcp_opts: [backoff_calculator: fn(retry_count) -> retry_count * 1000 end], gen_server_opts: [timeout: 10_000])
In the above example, the client will use a (very) conservative backoff calculator that waits an additional second each time the client retries. In other words, the first retry will wait 1 second, the second will wait 2 seconds, and the third will wait 3. These options set the GenServer timeout to be ten seconds, which means the remote side can take its time to reply.
Using The Server
Creating a thrift server is slightly more involved than creating the client, because
you need to create a module to handle the work. Fortunately, Elixir Thrift
creates a Behaviour,
complete with correct success typing, for this module. To implement this behaviour,
use the @behaviour
module attribute. The compiler will now inform you about
any missed functions.
Here is an implementation for the server defined above:
defmodule UserServiceHandler do
@behaviour Thrift.Test.UserService.Handler.Behaviour
def ping, do: true
def get_user_by_id(user_id) do
case Backend.find_user_by_id(user_id) do
{:ok, user} ->
user
{:error, _} ->
raise Thrift.Test.UserNotFound.exception message: "could not find user with id #{user_id}"
end
end
def delete_user(user_id) do
Backend.delete_user(user_id) == :ok
end
end
To start a server with UserServiceHandler as the callback module:
{:ok, server_pid} = Thrift.Test.UserService.Servers.Binary.Framed.start_link(UserServiceHandler, 2345, [])
...and your server is up and running. RPC calls to the server are delegated to UserServiceHandler.
Like the client, the server takes several options. They are:
Name | Type | Description |
---|---|---|
worker_count |
positive integer | The number of acceptor workers available to take requests |
name |
atom | (Optional) The name of the server. The server's pid becomes registered to this name. If not specified, the handler module's name is used. |
max_restarts |
non negative integer | The number of times to restart (see the next option) |
max_seconds |
non negative integer | The number of seconds. This is used by the supervisor to determine when to crash. If a server restarts max_restarts times in max_seconds then the supervisor crashes. |
The server defines a Supervisor, which can be added to your application's supervision tree. When adding the server to your applications supervision tree, use the supervisor
function rather than the worker
function.
Using the binary protocol directly
Each thrift struct, union and exception also has a BinaryProtocol
module generated for
it. This module lets you serialize and deserialize its own type easily.
For example:
iex(1)> {serialized, ""} = %User{username: "stinky" id: 1234, first_name: "Stinky", last_name: "Stinkman"}
|> User.BinaryProtocol.serialize
|> IO.iodata_to_binary
iex(2)> User.BinaryProtocol.deserialize(serialized)
{:ok, %User{username: "stinky" id: 1234, first_name: "Stinky", last_name: "Stinkman"}}
The return value of the serialize
function is an iodata. You can pass it through IO.iodata_to_binary
to convert it to a binary. You also can write the iodata directly to a file or socket without converting it.
Other Features
Thrift IDL Parsing
This package also contains support for parsing Thrift IDL files. It is built on a low-level Erlang lexer and parser:
{:ok, tokens, _} = :thrift_lexer.string('enum Colors { RED, GREEN, BLUE }')
{:ok,
[{:enum, 1}, {:ident, 1, 'Colors'}, {:symbol, 1, '{'}, {:ident, 1, 'RED'},
{:symbol, 1, ','}, {:ident, 1, 'GREEN'}, {:symbol, 1, ','},
{:ident, 1, 'BLUE'}, {:symbol, 1, '}'}], 1}
{:ok, schema} = :thrift_parser.parse(tokens)
{:ok,
%Thrift.Parser.Models.Schema{constants: %{},
enums: %{Colors: %Thrift.Parser.Models.TEnum{name: :Colors,
values: [RED: 1, GREEN: 2, BLUE: 3]}}, exceptions: %{}, includes: [],
namespaces: %{}, services: %{}, structs: %{}, thrift_namespace: nil,
typedefs: %{}, unions: %{}}}
But also provides a high-level Elixir parsing interface:
Thrift.Parser.parse("enum Colors { RED, GREEN, BLUE }")
%Thrift.Parser.Models.Schema{constants: %{},
enums: %{Colors: %Thrift.Parser.Models.TEnum{name: :Colors,
values: [RED: 1, GREEN: 2, BLUE: 3]}}, exceptions: %{}, includes: [],
namespaces: %{}, services: %{}, structs: %{}, thrift_namespace: nil,
typedefs: %{}, unions: %{}}
You can use these features to support additional languages, protocols, and servers.