https://github.com/heyoka/dfs

Dataflow Scripting Language | InfluxData's TICKscript for Erlang.
https://github.com/heyoka/dfs

dataflow dsl erlang

Last synced: about 1 month ago
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Dataflow Scripting Language | InfluxData's TICKscript for Erlang.

• Host: GitHub
• URL: https://github.com/heyoka/dfs
• Owner: heyoka
• License: apache-2.0
• Created: 2017-02-19T16:14:29.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2024-03-21T07:38:57.000Z (9 months ago)
• Last Synced: 2024-03-21T09:31:36.597Z (9 months ago)
• Topics: dataflow, dsl, erlang
• Language: Erlang
• Homepage:
• Size: 1.05 MB
• Stars: 9
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# DFS

This is essentially InfluxData's [TICKscript](https://docs.influxdata.com/kapacitor/v1.4/tick/) for Erlang.

Done using leex and yecc.

# Why ?

(I love Erlang and always wanted to try leex and yecc for a DSL.)

This DSL will be used along with [dataflow](https://github.com/heyoka/dataflow) to build

an Analytics Framework on top of dataflow computations powered by erlang style message passing.

# Status

Feature Complete, still more test to add

# Features and Notable Differences from TICKscript

 * For Declarations the keyword 'def' is used instead of 'var'

 * Erlang-Style comments with '%' 

 * Regular Expressions start and end with '?'

 * Built-In Functions (math, erlang and custom modules)

 

 * every Declaration can be overridden (includes lists and lambdas) for template usage

# Examples

Declaration (String Value)

    def inId = '14.987ew349f9e87fwef'

    def outId = '202.5dfgs555sa5df5a'

    def dead_message = 'LOW on CARBONIDE !!!'

    

Declaration (others)

    

    def func = lambda: "rate" / "count"

    def funMax = lambda: max("v1", "v2")

    def mylist = [1.22, 14.332, 45.5]

Declaration (Chain)

    def in1 =

       |stream_in()

        .from(inId)

Use chain Declaration with another Chain Statement

    in1

       |deadman(15m, 30)

        .as(dead_message)

Lambda Expressions Parameter

    in1

      |eval(

        lambda: "value" * "value",

        lambda: 1/"value2")

      .as('value2', 'inv_value2')

    in1

      |where(lambda: "host" == 'server001.example.com'))

      

Complex Lambda Expression with if Statement

    def threshold = 333

    def boolTrue = true

    def boolFalse = false

    

    def in12 =

        |eval(lambda: if(( "ts" > (max(threshold,23.55) + 2)), boolTrue, boolFalse) )

        .as('ts_greater')

Long Chain Statement with multiple Nodes

    |window()

     .every(15s)

     .period(30m)

     .stats(mean, difference)

     .field('val')

     .as('mean', 'diff')

     % write to outstream

     |stream_out(outId)

      .translate(lambda: 5 > "mean")

     |alert()

      .critical(

            % alert when point value is more than 3 stdvs away

            % from running mean

        lambda: sigma("value") > 3, _global

     )

            % alert only when point's timestamp is between these boundaries

      .when(lambda: hour() >= 8 AND hour <= 18)

# Erlang

24|25

# Compile

    rebar3 compile

# Build (Lexer, Parser), Run, Test

    $ make

# License

Apache2