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A streaming hub. Sort of.

Project description

Señor Octopus is a streaming hub, fetching data from APIs, transforming it, filtering it, and storing it, based on a declarative configuration.

Confused? Keep reading.

A simple example

Señor Octopus reads a pipeline defintion from a configuration file like this:

# generate random numbers and send them to "check" and "normal"
[random]
plugin = source.random
flow = -> check, normal
schedule = * * * * *

# filter numbers from "random" that are > 0.5 and send to "high"
[check]
plugin = filter.jsonpath
flow = random -> high
filter = $.events[?(@.value>0.5)]

# log all the numbers coming from "random" at the default level
[normal]
plugin = sink.log
flow = * ->

# log all the numbers coming from "check" at the warning level
[high]
plugin = sink.log
flow = check ->
level = warning

The example above has a source called “random”, that generates random numbers every minute (its schedule). It’s connected to 2 other nodes, “check” and “normal” (flow = -> check, normal). Each random number is an event that looks like this:

{
    "timestamp": "2021-01-01T00:00:00+00:00",
    "name": "hub.random",
    "value": 0.6394267984578837
}

The node check is a filter that verifies that the value of each number is greater than 0.5. Events that pass the filter are sent to the high node (the filter connects the two nodes, according to flow = random -> high).

The node normal is a sink that logs events. It receives events from any other node (flow = * ->), and simply logs them at the INFO level (the default). The node high, on the other hand, receives events only from check, and logs them at the WARNING level.

To run it:

$ srocto config.ini -vv

A concrete example

Now for a more realistic example. I wanted to monitor the air quality in my bedroom, using an Awair Element. Since their API is throttled I want to read values once every 5 minutes, and store everything in a Postgres database. If the CO2 value is higher than 1000 ppm I want to receive a notification on my phone, limited to one message every 30 minutes.

This is the config I use for that:

[awair]
plugin = source.awair
flow = -> *
schedule = */5 * * * *
prefix = hub.awair
AWAIR_ACCESS_TOKEN = XXX
AWAIR_DEVICE_TYPE = awair-element
AWAIR_DEVICE_ID = 12345

[high_co2]
plugin = filter.jsonpath
flow = awair -> pushover
filter = $.events[?(@.name=="hub.awair.co2" and @.value>1000)]

[pushover]
plugin = sink.pushover
flow = high_co2 ->
throttle = 30 minutes
PUSHOVER_APP_TOKEN = XXX
PUSHOVER_USER_TOKEN = johndoe

[db]
plugin = sink.db.postgresql
flow = * ->
batch = 15 minutes
POSTGRES_DBNAME = dbname
POSTGRES_USER = user
POSTGRES_PASSWORD = password
POSTGRES_HOST = host
POSTGRES_PORT = 5432

I’m using Pushover to send notifications to my phone.

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