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lib/kafka_ex.ex

defmodule KafkaEx do
@moduledoc File.read!(Path.expand("../README.md", __DIR__))
use Application
alias KafkaEx.Config
alias KafkaEx.Protocol.ConsumerMetadata.Response, as: ConsumerMetadataResponse
alias KafkaEx.Protocol.Fetch.Response, as: FetchResponse
alias KafkaEx.Protocol.Fetch.Request, as: FetchRequest
alias KafkaEx.Protocol.Metadata.Response, as: MetadataResponse
alias KafkaEx.Protocol.Offset.Response, as: OffsetResponse
alias KafkaEx.Protocol.OffsetCommit.Request, as: OffsetCommitRequest
alias KafkaEx.Protocol.OffsetCommit.Response, as: OffsetCommitResponse
alias KafkaEx.Protocol.OffsetFetch.Response, as: OffsetFetchResponse
alias KafkaEx.Protocol.OffsetFetch.Request, as: OffsetFetchRequest
alias KafkaEx.Protocol.Produce.Request, as: ProduceRequest
alias KafkaEx.Protocol.Produce.Message
alias KafkaEx.Server
alias KafkaEx.Stream
@type uri() :: [{binary|char_list, number}]
@type worker_init :: [worker_setting]
@type ssl_options :: [{:cacertfile, binary} |
{:certfile, binary} |
{:keyfile, binary} |
{:password, binary}]
@type worker_setting :: {:uris, uri} |
{:consumer_group, binary | :no_consumer_group} |
{:metadata_update_interval, non_neg_integer} |
{:consumer_group_update_interval, non_neg_integer} |
{:ssl_options, ssl_options}
@doc """
create_worker creates KafkaEx workers
Optional arguments(KeywordList)
- consumer_group: Name of the group of consumers, `:no_consumer_group` should be passed for Kafka < 0.8.2, defaults to `Application.get_env(:kafka_ex, :consumer_group)`
- uris: List of brokers in `{"host", port}` form, defaults to `Application.get_env(:kafka_ex, :brokers)`
- metadata_update_interval: How often `kafka_ex` would update the Kafka cluster metadata information in milliseconds, default is 30000
- consumer_group_update_interval: How often `kafka_ex` would update the Kafka cluster consumer_groups information in milliseconds, default is 30000
- use_ssl: Boolean flag specifying if ssl should be used for the connection by the worker to kafka, default is false
- ssl_options: see SSL OPTION DESCRIPTIONS - CLIENT SIDE at http://erlang.org/doc/man/ssl.html, default is []
Returns `{:error, error_description}` on invalid arguments
## Example
```elixir
iex> KafkaEx.create_worker(:pr) # where :pr is the name of the worker created
{:ok, #PID<0.171.0>}
iex> KafkaEx.create_worker(:pr, uris: [{"localhost", 9092}])
{:ok, #PID<0.172.0>}
iex> KafkaEx.create_worker(:pr, [uris: [{"localhost", 9092}], consumer_group: "foo"])
{:ok, #PID<0.173.0>}
iex> KafkaEx.create_worker(:pr, consumer_group: nil)
{:error, :invalid_consumer_group}
```
"""
@spec create_worker(atom, KafkaEx.worker_init) :: Supervisor.on_start_child
def create_worker(name, worker_init \\ []) do
case build_worker_options(worker_init) do
{:ok, worker_init} ->
Supervisor.start_child(KafkaEx.Supervisor, [worker_init, name])
{:error, error} ->
{:error, error}
end
end
@doc """
Returns the name of the consumer group for the given worker.
Worker may be an atom or pid. The default worker is used by default.
"""
@spec consumer_group(atom | pid) :: binary | :no_consumer_group
def consumer_group(worker \\ Config.default_worker) do
Server.call(worker, :consumer_group)
end
@doc """
Return metadata for the given topic; returns for all topics if topic is empty string
Optional arguments(KeywordList)
- worker_name: the worker we want to run this metadata request through, when none is provided the default worker `:kafka_ex` is used
- topic: name of the topic for which metadata is requested, when none is provided all metadata is retrieved
## Example
```elixir
iex> KafkaEx.create_worker(:mt)
iex> KafkaEx.metadata(topic: "foo", worker_name: :mt)
%KafkaEx.Protocol.Metadata.Response{brokers: [%KafkaEx.Protocol.Metadata.Broker{host: "192.168.59.103",
node_id: 49162, port: 49162, socket: nil}],
topic_metadatas: [%KafkaEx.Protocol.Metadata.TopicMetadata{error_code: 0,
partition_metadatas: [%KafkaEx.Protocol.Metadata.PartitionMetadata{error_code: 0,
isrs: [49162], leader: 49162, partition_id: 0, replicas: [49162]}],
topic: "foo"}]}
```
"""
@spec metadata(Keyword.t) :: MetadataResponse.t
def metadata(opts \\ []) do
worker_name = Keyword.get(opts, :worker_name, Config.default_worker)
topic = Keyword.get(opts, :topic, "")
Server.call(worker_name, {:metadata, topic}, opts)
end
@spec consumer_group_metadata(atom, binary) :: ConsumerMetadataResponse.t
def consumer_group_metadata(worker_name, supplied_consumer_group) do
Server.call(worker_name, {:consumer_group_metadata, supplied_consumer_group})
end
@doc """
Get the offset of the latest message written to Kafka
## Example
```elixir
iex> KafkaEx.latest_offset("foo", 0)
[%KafkaEx.Protocol.Offset.Response{partition_offsets: [%{error_code: 0, offsets: [16], partition: 0}], topic: "foo"}]
```
"""
@spec latest_offset(binary, integer, atom|pid) :: [OffsetResponse.t] | :topic_not_found
def latest_offset(topic, partition, name \\ Config.default_worker), do: offset(topic, partition, :latest, name)
@doc """
Get the offset of the earliest message still persistent in Kafka
## Example
```elixir
iex> KafkaEx.earliest_offset("foo", 0)
[%KafkaEx.Protocol.Offset.Response{partition_offsets: [%{error_code: 0, offset: [0], partition: 0}], topic: "foo"}]
```
"""
@spec earliest_offset(binary, integer, atom|pid) :: [OffsetResponse.t] | :topic_not_found
def earliest_offset(topic, partition, name \\ Config.default_worker), do: offset(topic, partition, :earliest, name)
@doc """
Get the offset of the message sent at the specified date/time
## Example
```elixir
iex> KafkaEx.offset("foo", 0, {{2015, 3, 29}, {23, 56, 40}}) # Note that the time specified should match/be ahead of time on the server that kafka runs
[%KafkaEx.Protocol.Offset.Response{partition_offsets: [%{error_code: 0, offset: [256], partition: 0}], topic: "foo"}]
```
"""
@spec offset(binary, number, :calendar.datetime | :earliest | :latest, atom|pid) :: [OffsetResponse.t] | :topic_not_found
def offset(topic, partition, time, name \\ Config.default_worker) do
Server.call(name, {:offset, topic, partition, time})
end
@wait_time 10
@min_bytes 1
@max_bytes 1_000_000
@doc """
Fetch a set of messages from Kafka from the given topic and partition ID
Optional arguments(KeywordList)
- offset: When supplied the fetch would start from this offset, otherwise would start from the last committed offset of the consumer_group the worker belongs to. For Kafka < 0.8.2 you should explicitly specify this.
- worker_name: the worker we want to run this fetch request through. Default is :kafka_ex
- wait_time: maximum amount of time in milliseconds to block waiting if insufficient data is available at the time the request is issued. Default is 10
- min_bytes: minimum number of bytes of messages that must be available to give a response. If the client sets this to 0 the server will always respond immediately, however if there is no new data since their last request they will just get back empty message sets. If this is set to 1, the server will respond as soon as at least one partition has at least 1 byte of data or the specified timeout occurs. By setting higher values in combination with the timeout the consumer can tune for throughput and trade a little additional latency for reading only large chunks of data (e.g. setting wait_time to 100 and setting min_bytes 64000 would allow the server to wait up to 100ms to try to accumulate 64k of data before responding). Default is 1
- max_bytes: maximum bytes to include in the message set for this partition. This helps bound the size of the response. Default is 1,000,000
- auto_commit: specifies if the last offset should be commited or not. Default is true. You must set this to false when using Kafka < 0.8.2 or `:no_consumer_group`.
## Example
```elixir
iex> KafkaEx.fetch("foo", 0, offset: 0)
[
%KafkaEx.Protocol.Fetch.Response{partitions: [
%{error_code: 0, hw_mark_offset: 1, message_set: [
%{attributes: 0, crc: 748947812, key: nil, offset: 0, value: "hey foo"}
], partition: 0}
], topic: "foo"}
]
```
"""
@spec fetch(binary, number, Keyword.t) :: [FetchResponse.t] | :topic_not_found
def fetch(topic, partition, opts \\ []) do
worker_name = Keyword.get(opts, :worker_name, Config.default_worker)
supplied_offset = Keyword.get(opts, :offset)
wait_time = Keyword.get(opts, :wait_time, @wait_time)
min_bytes = Keyword.get(opts, :min_bytes, @min_bytes)
max_bytes = Keyword.get(opts, :max_bytes, @max_bytes)
auto_commit = Keyword.get(opts, :auto_commit, true)
retrieved_offset = current_offset(supplied_offset, partition, topic, worker_name)
Server.call(worker_name, {:fetch,
%FetchRequest{
auto_commit: auto_commit,
topic: topic, partition: partition,
offset: retrieved_offset, wait_time: wait_time,
min_bytes: min_bytes, max_bytes: max_bytes
}
}, opts)
end
@spec offset_commit(atom, OffsetCommitRequest.t) :: OffsetCommitResponse.t
def offset_commit(worker_name, offset_commit_request) do
Server.call(worker_name, {:offset_commit, offset_commit_request})
end
@spec offset_fetch(atom, OffsetFetchRequest.t) :: [OffsetFetchResponse.t] | :topic_not_found
def offset_fetch(worker_name, offset_fetch_request) do
Server.call(worker_name, {:offset_fetch, offset_fetch_request})
end
@doc """
Produces batch messages to kafka logs
Optional arguments(KeywordList)
- worker_name: the worker we want to run this metadata request through, when none is provided the default worker `:kafka_ex` is used
## Example
```elixir
iex> KafkaEx.produce(%KafkaEx.Protocol.Produce.Request{topic: "foo", partition: 0, required_acks: 1, messages: [%KafkaEx.Protocol.Produce.Message{value: "hey"}]})
{:ok, 9772}
iex> KafkaEx.produce(%KafkaEx.Protocol.Produce.Request{topic: "foo", partition: 0, required_acks: 1, messages: [%KafkaEx.Protocol.Produce.Message{value: "hey"}]}, worker_name: :pr)
{:ok, 9773}
```
"""
@spec produce(ProduceRequest.t, Keyword.t) :: nil | :ok | {:ok, integer} | {:error, :closed} | {:error, :inet.posix} | {:error, any} | iodata | :leader_not_available
def produce(produce_request, opts \\ []) do
worker_name = Keyword.get(opts, :worker_name, Config.default_worker)
Server.call(worker_name, {:produce, produce_request}, opts)
end
@doc """
Produces messages to kafka logs (this is deprecated, use KafkaEx.produce/2 instead)
Optional arguments(KeywordList)
- worker_name: the worker we want to run this metadata request through, when none is provided the default worker `:kafka_ex` is used
- key: is used for partition assignment, can be nil, when none is provided it is defaulted to nil
- required_acks: indicates how many acknowledgements the servers should receive before responding to the request. If it is 0 the server will not send any response (this is the only case where the server will not reply to a request). If it is 1, the server will wait the data is written to the local log before sending a response. If it is -1 the server will block until the message is committed by all in sync replicas before sending a response. For any number > 1 the server will block waiting for this number of acknowledgements to occur (but the server will never wait for more acknowledgements than there are in-sync replicas), default is 0
- timeout: provides a maximum time in milliseconds the server can await the receipt of the number of acknowledgements in RequiredAcks, default is 100 milliseconds
- compression: specifies the compression type (:none, :snappy, :gzip)
## Example
```elixir
iex> KafkaEx.produce("bar", 0, "hey")
:ok
iex> KafkaEx.produce("foo", 0, "hey", [worker_name: :pr, required_acks: 1])
{:ok, 9771}
```
"""
@spec produce(binary, number, binary, Keyword.t) :: nil | :ok | {:ok, integer} | {:error, :closed} | {:error, :inet.posix} | {:error, any} | iodata | :leader_not_available
def produce(topic, partition, value, opts \\ []) do
key = Keyword.get(opts, :key, "")
required_acks = Keyword.get(opts, :required_acks, 0)
timeout = Keyword.get(opts, :timeout, 100)
produce_request = %ProduceRequest{topic: topic, partition: partition, required_acks: required_acks, timeout: timeout, compression: :none, messages: [%Message{key: key, value: value}]}
produce(produce_request, opts)
end
@doc ~S"""
Returns a streamable struct that may be used for consuming messages.
The returned struct is compatible with the `Stream` and `Enum` modules. Some
important usage notes follow; see below for a detailed list of options.
```elixir
iex> KafkaEx.produce("foo", 0, "hey")
:ok
iex> KafkaEx.produce("foo", 0, "hi")
:ok
iex> stream = KafkaEx.stream("foo", 0)
%KafkaEx.Stream{...}
iex> Enum.take(stream, 2)
[%KafkaEx.Protocol.Fetch.Message{attributes: 0, crc: 1784030606, key: "",
offset: 0, value: "hey"},
%KafkaEx.Protocol.Fetch.Message{attributes: 0, crc: 3776653906, key: "",
offset: 1, value: "hi"}]
iex> stream |> Stream.map(fn(msg) -> IO.puts(msg.value) end) |> Stream.run
"hey"
"hi"
# NOTE this will block! See below.
```
## Reusing streams
Reusing the same `KafkaEx.Stream` struct results in consuming the same
messages multiple times. This is by design and mirrors the functionality of
`File.stream!/3`. If you want to reuse the same stream struct, update its
`:offset` before reuse.
```
iex> stream = KafkaEx.stream("foo", 0)
iex> [m1, m2] = Enum.take(stream, 2)
iex> [m1, m2] = Enum.take(stream, 2) # these will be the same messages
iex> stream = %{stream | fetch_request: %{stream.fetch_request | offset: m2.offset + 1}}
iex> [m3, m4] = Enum.take(stream, 2) # new messages
```
## Streams block at log end
By default, the stream consumes indefinitely and will block at log end until
new messages are available. Use the `no_wait_at_logend: true` option to have
the stream halt when no more messages are available. This mirrors the
command line arguments of
[SimpleConsumerShell](https://cwiki.apache.org/confluence/display/KAFKA/System+Tools#SystemTools-SimpleConsumerShell).
Note that this means that fetches will return up to as many messages
as are immediately available in the partition, regardless of arguments.
```
iex> Enum.map(1..3, fn(ix) -> KafkaEx.produce("bar", 0, "Msg #{ix}") end)
iex> stream = KafkaEx.stream("bar", 0, no_wait_at_logend: true, offset: 0)
iex> Enum.map(stream, fn(m) -> m.value end) # does not block
["Msg 1", "Msg 2", "Msg 3"]
iex> stream |> Stream.map(fn(m) -> m.value end) |> Enum.take(10)
# only 3 messages are available
["Msg 1", "Msg 2", "Msg 3"]
```
## Consumer group and auto commit
If you pass a value for the `consumer_group` option and true for
`auto_commit`, the offset of the last message consumed will be committed to
the broker during each cycle.
For example, suppose we start at the beginning of a partition with millions
of messages and the `max_bytes` setting is such that each `fetch` request
gets 25 messages. In this setting, we will (roughly) be committing offsets
25, 50, 75, etc.
Note that offsets are committed immediately after messages are retrieved
and before you know if you have succesfully consumed them. It is
therefore possible that you could miss messages if your consumer crashes in
the middle of consuming a batch, effectively losing the guarantee of
at-least-once delivery. If you need this guarantee, we recommend that you
construct a GenServer-based consumer module and manage your commits manually.
```
iex> Enum.map(1..10, fn(ix) -> KafkaEx.produce("baz", 0, "Msg #{ix}") end)
iex> stream = KafkaEx.stream("baz", 0, consumer_group: "my_consumer", auto_commit: true)
iex> stream |> Enum.take(2) |> Enum.map(fn(msg) -> msg.value end)
["Msg 1", "Msg 2"]
iex> stream |> Enum.take(2) |> Enum.map(fn(msg) -> msg.value end)
["Msg 1", "Msg 2"] # same values
iex> stream2 = KafkaEx.stream("baz", 0, consumer_group: "my_consumer", auto_commit: true)
iex> stream2 |> Enum.take(1) |> Enum.map(fn(msg) -> msg.value end)
["Msg 3"] # stream2 got the next available offset
```
## Options
`KafkaEx.stream/3` accepts a keyword list of options for the third argument.
- `no_wait_at_logend` (boolean): Set this to true to halt the stream when
there are no more messages available. Defaults to false, i.e., the stream
blocks to wait for new messages.
- `worker_name` (term): The KafkaEx worker to use for communication with the
brokers. Defaults to `:kafka_ex` (the default worker).
- `consumer_group` (string): Name of the consumer group used for the initial
offset fetch and automatic offset commit (if `auto_commit` is true). Omit
this value or use `:no_consumer_group` to not use a consumer group (default).
Consumer groups are not compatible with Kafka < 0.8.2.
- `offset` (integer): The offset from which to start fetching. By default,
this is the last available offset of the partition when no consumer group is
specified. When a consumer group is specified, the next message after the
last committed offset is used. For Kafka < 0.8.2 you must explicitly specify
an offset.
- `auto_commit` (boolean): If true, the stream automatically commits offsets
of fetched messages. See discussion above.
"""
@spec stream(binary, integer, Keyword.t) :: KafkaEx.Stream.t
def stream(topic, partition, opts \\ []) do
auto_commit = Keyword.get(opts, :auto_commit, true)
consumer_group = Keyword.get(opts, :consumer_group)
max_bytes = Keyword.get(opts, :max_bytes, @max_bytes)
min_bytes = Keyword.get(opts, :min_bytes, @min_bytes)
supplied_offset = Keyword.get(opts, :offset)
worker_name = Keyword.get(opts, :worker_name, Config.default_worker)
no_wait_at_logend = Keyword.get(opts, :no_wait_at_logend, false)
wait_time = Keyword.get(opts, :wait_time, @wait_time)
retrieved_offset =
if consumer_group && !supplied_offset do
request = %OffsetFetchRequest{
topic: topic,
partition: partition,
consumer_group: consumer_group
}
fetched_offset = worker_name
|> KafkaEx.offset_fetch(request)
|> KafkaEx.Protocol.OffsetFetch.Response.last_offset
fetched_offset + 1
else
current_offset(supplied_offset, partition, topic, worker_name)
end
fetch_request = %FetchRequest{
auto_commit: auto_commit,
topic: topic, partition: partition,
offset: retrieved_offset, wait_time: wait_time,
min_bytes: min_bytes, max_bytes: max_bytes
}
%Stream{
worker_name: worker_name, fetch_request: fetch_request,
consumer_group: consumer_group, no_wait_at_logend: no_wait_at_logend
}
end
defp build_worker_options(worker_init) do
defaults = [
uris: Application.get_env(:kafka_ex, :brokers),
consumer_group: Application.get_env(:kafka_ex, :consumer_group),
use_ssl: Config.use_ssl(),
ssl_options: Config.ssl_options(),
]
worker_init = Keyword.merge(defaults, worker_init)
supplied_consumer_group = Keyword.get(worker_init, :consumer_group)
if valid_consumer_group?(supplied_consumer_group) do
{:ok, worker_init}
else
{:error, :invalid_consumer_group}
end
end
defp current_offset(supplied_offset, partition, topic, worker_name) do
case supplied_offset do
nil ->
last_offset = worker_name
|> offset_fetch(%OffsetFetchRequest{topic: topic, partition: partition})
|> OffsetFetchResponse.last_offset
if last_offset < 0 do
earliest_offset(topic, partition, worker_name)
|> OffsetResponse.extract_offset
else
last_offset + 1
end
_ -> supplied_offset
end
end
@doc """
Returns true if the input is a valid consumer group or :no_consumer_group
"""
@spec valid_consumer_group?(any) :: boolean
def valid_consumer_group?(:no_consumer_group), do: true
def valid_consumer_group?(b) when is_binary(b), do: byte_size(b) > 0
def valid_consumer_group?(_), do: false
#OTP API
def start(_type, _args) do
max_restarts = Application.get_env(:kafka_ex, :max_restarts, 10)
max_seconds = Application.get_env(:kafka_ex, :max_seconds, 60)
{:ok, pid} = KafkaEx.Supervisor.start_link(Config.server_impl, max_restarts, max_seconds)
if Application.get_env(:kafka_ex, :disable_default_worker) == true do
{:ok, pid}
else
case KafkaEx.create_worker(Config.default_worker, []) do
{:error, reason} -> {:error, reason}
{:ok, _} -> {:ok, pid}
end
end
end
end