benthos

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 Go to latest Published: Dec 9, 2019 License: MIT

README

Benthos

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Benthos is a high performance and resilient stream processor, able to connect various sources and sinks and perform arbitrary actions, transformations and filters on payloads. It is easy to deploy and monitor, and ready to drop into your pipeline either as a static binary or a docker image.

Stream pipelines are defined in a single config file, allowing you to declare connectors and a list of processing stages:

input:
  kafka_balanced:
    addresses: [ TODO ]
    topics: [ foo, bar ]
    consumer_group: foogroup

pipeline:
  threads: 4
  processors:
  - jmespath:
      query: '{ message: @, meta: { link_count: length(links) } }'

output:
  s3:
    bucket: TODO
    path: "${!metadata:kafka_topic}/${!json_field:message.id}.json"

Delivery Guarantees

Benthos implements transaction based resiliency with back pressure. When connecting to at-least-once sources and sinks it guarantees at-least-once delivery without needing to persist messages during transit.

When running a Benthos stream with a buffer there are various options for choosing a level of resiliency that meets your needs.

Serverless

There are also specialised distributions of Benthos for serverless deployment.

Supported Sources & Sinks

Documentation

Documentation for Benthos components, concepts and recommendations can be found on the documentation site, or within the repo at the docs directory.

For guidance on how to configure more advanced stream processing concepts such as stream joins, enrichment workflows, etc, check out the cookbooks section.

For guidance on building your own custom plugins check out this example repo.

Run

benthos -c ./config.yaml

Or, with docker:

# Send HTTP /POST data to Kafka:
docker run --rm \
	-e "INPUT_TYPE=http_server" \
	-e "OUTPUT_TYPE=kafka" \
	-e "OUTPUT_KAFKA_ADDRESSES=kafka-server:9092" \
	-e "OUTPUT_KAFKA_TOPIC=benthos_topic" \
	-p 4195:4195 \
	jeffail/benthos

# Using your own config file:
docker run --rm -v /path/to/your/config.yaml:/benthos.yaml jeffail/benthos

Monitoring

Health Checks

Benthos serves two HTTP endpoints for health checks:

  • /ping can be used as a liveness probe as it always returns a 200.
  • /ready can be used as a readiness probe as it serves a 200 only when both the input and output are connected, otherwise a 503 is returned.

Metrics

Benthos exposes lots of metrics either to Statsd, Prometheus or for debugging purposes an HTTP endpoint that returns a JSON formatted object. The target can be specified via config.

Tracing

Benthos also emits opentracing events to a tracer of your choice (currently only Jaeger is supported) which can be used to visualise the processors within a pipeline.

Configuration

Benthos provides lots of tools for making configuration discovery, debugging and organisation easy. You can read about them here.

You can also find runnable example configs demonstrating each input, output, buffer and processor option here.

Environment Variables

It is possible to select fields inside a configuration file to be set via environment variables. The docker image, for example, is built with a config file where all common fields can be set this way.

Install

Grab a binary for your OS from here.

Or pull the docker image:

docker pull jeffail/benthos

On macOS, Benthos can be installed via Homebrew:

brew install benthos

Build with Go (1.11 or later):

git clone git@github.com:Jeffail/benthos
cd benthos
make

Plugins

It's pretty easy to write your own custom plugins for Benthos, take a look at this repo for examples and build instructions.

Docker Builds

There's a multi-stage Dockerfile for creating a Benthos docker image which results in a minimal image from scratch. You can build it with:

make docker

Then use the image:

docker run --rm \
	-v /path/to/your/benthos.yaml:/config.yaml \
	-v /tmp/data:/data \
	-p 4195:4195 \
	benthos -c /config.yaml

There are a few examples here that show you some ways of setting up Benthos containers using docker-compose.

ZMQ4 Support

Benthos supports ZMQ4 for both data input and output. To add this you need to install libzmq4 and use the compile time flag when building Benthos:

make TAGS=ZMQ4

Or to build a docker image using CGO, which includes ZMQ:

make docker-cgo

Contributing

Contributions are welcome, please read the guidelines, come and chat in the #benthos Gophers slack channel (get an invite), and watch your back.

Directories

Path Synopsis
cmd
benthos
serverless/benthos-lambda
tools/benthos_config_gen
lib
Package lib contains a collection of packages used to create a Benthos stream pipeline.
 Package lib contains a collection of packages used to create a Benthos stream pipeline.
api
Package api implements a type used for creating the Benthos HTTP API.
 Package api implements a type used for creating the Benthos HTTP API.
broker
Package broker implements types used for routing inputs to outputs in non-trivial arrangements, such as fan-out or fan-in models.
 Package broker implements types used for routing inputs to outputs in non-trivial arrangements, such as fan-out or fan-in models.
buffer
Package buffer is both a types.Consumer and types.Producer implementation that is able to sit between other stream components, effectively decoupling their transaction channels by storing messages in a buffer implementation.
 Package buffer is both a types.Consumer and types.Producer implementation that is able to sit between other stream components, effectively decoupling their transaction channels by storing messages in a buffer implementation.
buffer/parallel
Package parallel contains implementations of various buffer types where the buffer can be consumed by any number of parallel consumer threads.
 Package parallel contains implementations of various buffer types where the buffer can be consumed by any number of parallel consumer threads.
buffer/single
Package single contains implementations of various buffer types where the buffer can only be consumed by a single thread (but any number of writers).
 Package single contains implementations of various buffer types where the buffer can only be consumed by a single thread (but any number of writers).
cache
Package cache implements the types.Cache interface for storing and retrieving key/value pairs from a range of storage strategies.
 Package cache implements the types.Cache interface for storing and retrieving key/value pairs from a range of storage strategies.
condition
Package condition contains logical operators that, based on their configuration, return boolean values from messages under certain circumstances.
 Package condition contains logical operators that, based on their configuration, return boolean values from messages under certain circumstances.
config
Package config defines the full configuration structure used by the Benthos service, including methods of normalising and linting user configuration.
 Package config defines the full configuration structure used by the Benthos service, including methods of normalising and linting user configuration.
input
Package input defines consumers for aggregating data from a variety of sources.
 Package input defines consumers for aggregating data from a variety of sources.
input/reader
Package reader defines implementations of an interface for generic message reading from various third party sources.
 Package reader defines implementations of an interface for generic message reading from various third party sources.
log
Package log contains utilities for logging in a modular interface.
 Package log contains utilities for logging in a modular interface.
manager
Package manager implements the types.Manager interface used for creating and sharing resources across a Benthos service.
 Package manager implements the types.Manager interface used for creating and sharing resources across a Benthos service.
message
Package message contains implementations of types.Message.
 Package message contains implementations of types.Message.
message/batch
Package batch provides tooling for creating and executing Benthos message batch policies.
 Package batch provides tooling for creating and executing Benthos message batch policies.
message/io
Package io provides tooling for serialising and deserialising messages.
 Package io provides tooling for serialising and deserialising messages.
message/mapper
Package mapper implements ways of splicing and mapping batches of messages so that their derivative parts can be processed individually and merged back into the original batch.
 Package mapper implements ways of splicing and mapping batches of messages so that their derivative parts can be processed individually and merged back into the original batch.
message/metadata
Package metadata contains implementations of types.Metadata.
 Package metadata contains implementations of types.Metadata.
message/roundtrip
Package roundtrip provides tooling for composing request/response behaviour through messages.
 Package roundtrip provides tooling for composing request/response behaviour through messages.
message/tracing
Package tracing implements utility functions for recording opentracing events for messages.
 Package tracing implements utility functions for recording opentracing events for messages.
metrics
Package metrics contains a type for aggregating and propagating metrics to various services based on configuration.
 Package metrics contains a type for aggregating and propagating metrics to various services based on configuration.
output
Package output defines all sinks for sending Benthos messages to a variety of third party destinations.
 Package output defines all sinks for sending Benthos messages to a variety of third party destinations.
output/writer
Package writer defines implementations of an interface for generic message writing that outputs to various third party sinks.
 Package writer defines implementations of an interface for generic message writing that outputs to various third party sinks.
pipeline
Package pipeline contains structures that implement both the Producer and Consumer interfaces.
 Package pipeline contains structures that implement both the Producer and Consumer interfaces.
processor
Package processor contains implementations of types.Processor, which perform an arbitrary operation on a message and either returns >0 messages to be propagated towards a sink, or a response to be sent back to the message source.
 Package processor contains implementations of types.Processor, which perform an arbitrary operation on a message and either returns >0 messages to be propagated towards a sink, or a response to be sent back to the message source.
ratelimit
Package ratelimit implements the types.RateLimit interface for limiting access to resources shared service wide.
 Package ratelimit implements the types.RateLimit interface for limiting access to resources shared service wide.
response
Package response contains implementations of types.Response.
 Package response contains implementations of types.Response.
serverless
Package serverless contains shared components for serverless distributions of Benthos.
 Package serverless contains shared components for serverless distributions of Benthos.
serverless/lambda
Package lambda contains the execution logic for running Benthos as an AWS lambda function.
 Package lambda contains the execution logic for running Benthos as an AWS lambda function.
service
Package service contains the main execution logic of the Benthos service, which is responsible for parsing commandline flags, running a stream and capturing termination signals.
 Package service contains the main execution logic of the Benthos service, which is responsible for parsing commandline flags, running a stream and capturing termination signals.
service/test
Package test implements the Benthos service unit testing command.
 Package test implements the Benthos service unit testing command.
stream
Package stream creates and manages a full Benthos stream pipeline, consisting of an input layer of consumers, an optional buffer layer, a processing pipelines layer, and an output layer of producers: Inputs -> Buffer -> Processing Pipelines -> Outputs The number of parallel input consumers, processing pipelines, and output producers depends on the configuration of the stream.
 Package stream creates and manages a full Benthos stream pipeline, consisting of an input layer of consumers, an optional buffer layer, a processing pipelines layer, and an output layer of producers: Inputs -> Buffer -> Processing Pipelines -> Outputs The number of parallel input consumers, processing pipelines, and output producers depends on the configuration of the stream.
stream/manager
Package manager creates and manages multiple streams, providing an API for performing CRUD operations.
 Package manager creates and manages multiple streams, providing an API for performing CRUD operations.
test/integration
Package integration implements integration tests using docker.
 Package integration implements integration tests using docker.
tracer
Package tracer contains components able to send opentracing events.
 Package tracer contains components able to send opentracing events.
types
Package types defines any general structs and interfaces used throughout the benthos code base.
 Package types defines any general structs and interfaces used throughout the benthos code base.
util
util/aws/lambda/client
util/aws/session
util/config
Package config contains utilities for reading and parsing service configuration files.
 Package config contains utilities for reading and parsing service configuration files.
util/disk
Package disk contains cross platform disk statistics utilities.
 Package disk contains cross platform disk statistics utilities.
util/http
util/http/auth
Package auth provides configuration fields and implementations of HTTP request authentication strategies.
 Package auth provides configuration fields and implementations of HTTP request authentication strategies.
util/http/client
util/retries
Package retries implements backoff strategies around a standard configuration scheme.
 Package retries implements backoff strategies around a standard configuration scheme.
util/text
Package text includes utilities for working with text that might contain variables.
 Package text includes utilities for working with text that might contain variables.
util/throttle
Package throttle implements throttle strategies.
 Package throttle implements throttle strategies.
util/tls
Package tls provides Benthos configuration fields and wrappers for a crypto/tls config.
 Package tls provides Benthos configuration fields and wrappers for a crypto/tls config.
resources
docker/run_all_queues

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