README
¶
UDF Agents
A UDF is a User Defined Function, meaning that you can write your own functions/algorithms and plug them into Kapacitor.
You custom function runs in its own process and Kapacitor communicates with it via a defined protocol, see udf.proto.
To facilitate working with the protocol several agents have been written in various lanuages that abstract the protocol through an interface in the respective languages.
You can find those agent implementations in this directory and subdirectories based on language name.
Example uses of the agents can be found in the examples directory.
These examples are working examples and are executed as part of the testing suite,
see server_test.go.
Agent Design
The protocol for communicating with Kapacitor consists of Request and Response messages that are sent over STDIN and STDOUT of the process respectively. The agents wrap the communication and serialization over the sockets and expose an interface that needs to be implemented to handle each request/response. In addition to the request/response paradigm agents provide a way to stream data back to Kapacitor. This is not part of the request response system because your custom function is in control of when a new point or batch is sent if at all.
Writing an Agent for a new Language
The UDF protocol is designed to be simple and consists of reading and writing protocol buffer messages to STDIN and STDOUT.
In order to write a UDF in the language of your choice your language must have protocol buffer support and be able to read and write to a socket.
The basic steps are:
- Add the language to the
udf/io.gogenerate comment so the udf.proto code exists for your language. - Implement a Varint encoder/decoder, this is trivial see the python implementation.
- Implement a method for reading and writing streamed protobuf messages. See
udf.protofor more details. - Create an interface for handling each of the request/responses.
- Write a loop for reading from STDIN and calling the handler interface, and write responses to STDOUT.
- Provide an thread safe mechanism for writing points and batches to STDOUT independent of the handler interface. This is easily accomplished with a synchronized write method, see the python implementation.
- Implement the moving average example using your new agent.
- Add your example to the test suite in
cmd/kapacitord/run/server_test.go.
It is expected that the process terminate after STDIN is closed and the remaining requests processed. After STDIN is closed, the agent process can continue to send Responses to Kapacitor as long as a keepalive timeout does not occur. Once a keepalive timeout is reached and after a 2*keepalive_time grace period, if the process has not terminated then it will be forcefully terminated.
Docker
It is expected that the example can run inside the test suite. Since generating different protocol buffer code requires different plugins and libraries to run we make use of Docker to provide the necessary environment. This makes testing the code easier as the developer does not have to install each supported language locally.
Documentation
¶
Index ¶
Constants ¶
This section is empty.
Variables ¶
This section is empty.
Functions ¶
This section is empty.
Types ¶
type Agent ¶
type Agent struct {
// A channel for writing Responses, specifically Batch and Point responses.
Responses chan<- *udf.Response
// The handler for requests.
Handler Handler
// contains filtered or unexported fields
}
Go implementation of a Kapacitor UDF agent. This agent is responsible for reading and writing messages over STDIN and STDOUT.
The Agent requires a Handler object in order to fulfill requests.
type Handler ¶
type Handler interface {
// Return the InfoResponse. Describing the properties of this Handler
Info() (*udf.InfoResponse, error)
// Initialize the Handler with the provided options.
Init(*udf.InitRequest) (*udf.InitResponse, error)
// Create a snapshot of the running state of the handler.
Snaphost() (*udf.SnapshotResponse, error)
// Restore a previous snapshot.
Restore(*udf.RestoreRequest) (*udf.RestoreResponse, error)
// A batch has begun.
BeginBatch(*udf.BeginBatch) error
// A point has arrived.
Point(*udf.Point) error
// The batch is complete.
EndBatch(*udf.EndBatch) error
// Gracefully stop the Handler.
// No other methods will be called.
Stop()
}
The Agent calls the appropriate methods on the Handler as it receives requests over STDIN.
Returning an error from any method will cause the Agent to stop and an ErrorResponse to be sent. Some *Response objects (like SnapshotResponse) allow for returning their own error within the object itself. These types of errors will not stop the Agent and Kapacitor will deal with them appropriately.
The Handler is called from a single goroutine, meaning methods will not be called concurrently.
To write Points/Batches back to the Agent/Kapacitor use the Agent.Responses channel.
Source Files
Directories