machine

Machine is a library for creating data workflows. These workflows can be either very concise or quite complex, even allowing for cycles for flows that need retry or self healing mechanisms.

Installation

Add the primary library to your project

  go get -u github.com/whitaker-io/machine

Download the command to generate a boilerplate project (WIP/alpha state)

  go get -u github.com/whitaker-io/machine/cmd
  cd $GOSRC/github.com/whitaker-io/machine/cmd
  go build -a -o pkg/machine -ldflags "-s -w"
  sudo ln -s pkg/machine /usr/local/bin/machine

Add the different Subscription Implementations

  go get -u github.com/whitaker-io/machine/subscriptions/kafka

  go get -u github.com/whitaker-io/machine/subscriptions/redis

  go get -u github.com/whitaker-io/machine/subscriptions/pubsub

  go get -u github.com/whitaker-io/machine/subscriptions/sqs

Documentation

Docs

• Pipe
• Stream
• Map
• Fork
• Fold
• Link
• Transmit

Example

Redis Subscription with basic receive -> process -> send Stream

  // logger allows for logs to be transmitted to your log provider
  var logger machine.Logger

  // logStore allows for running a cluster and handles communication
  var logStore machine.LogStore

  // pool is a redigo Pool for a redis cluster to read the stream from
  // see also the Google Pub/Sub, Kafka, and SQS implementations
  var pool *redigo.Pool

  redisStream := redis.New(pool, logger)
  
  // NewPipe creates a pipe in which you can run multiple streams
  // the id is the instance identifier for the cluster
  p := NewPipe(uuid.New().String(), logger, logStore, fiber.Config{
    ReadTimeout: time.Second,
    WriteTimeout: time.Second,
    BodyLimit: 4 * 1024 * 1024,
    DisableKeepalive: true,
  })

  // StreamSubscription takes an instance of machine.Subscription
  // and a time interval in which to read
  // the id here needs to be the same for all the nodes for the clustering to work
  builder := p.StreamSubscription("unique_stream_id", redisStream, 5*time.Millisecond,
    &Option{FIFO: boolP(false)},
    &Option{Injectable: boolP(true)},
    &Option{Metrics: boolP(true)},
    &Option{Span: boolP(false)},
    &Option{BufferSize: intP(0)},
  ).Builder()

  builder.Map("unique_id2", 
      func(m Data) error {
        var err error

        // ...do some processing

        return err
      },
    ).
    Transmit("unique_id3", 
      func(d []Data) error {
        // send a copy of the data somewhere

        return nil
      },
    )

  // Run requires a context, the port to run the fiber.App,
  // and the timeout for graceful shutdown
  if err := p.Run(context.Background(), ":5000", 10 * time.Second); err != nil {
    // Run will return an error in the case that 
    // one of the paths is not terminated (i.e. missing a Transmit)
    panic(err)
  }

🤝 Contributing

Contributions, issues and feature requests are welcome.
Feel free to check issues page if you want to contribute.
Check the contributing guide.

Author

👤 Jonathan Whitaker

• Github: @jonathan-whitaker

Show your support

Please ⭐️ this repository if this project helped you!

License

Machine is provided under the MIT License.

The MIT License (MIT)

Copyright (c) 2020 Jonathan Whitaker