Skip to main content

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 = * ->
batch = 5 minutes

# 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 stores them in a queue, logging them at the INFO level (the default) every 5 minutes (batch = 5 minutes). The node high, on the other hand, receives events only from check, and logs them immediately 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.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

senor-octopus-0.1.9.tar.gz (33.7 kB view details)

Uploaded Source

Built Distribution

senor_octopus-0.1.9-py2.py3-none-any.whl (16.4 kB view details)

Uploaded Python 2 Python 3

File details

Details for the file senor-octopus-0.1.9.tar.gz.

File metadata

  • Download URL: senor-octopus-0.1.9.tar.gz
  • Upload date:
  • Size: 33.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.7.3 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.9.2

File hashes

Hashes for senor-octopus-0.1.9.tar.gz
Algorithm Hash digest
SHA256 1763d435191f8f18fe15a8d8efc950f14aeb148cebd877787886f7d7023341e0
MD5 82654031f7179bc803cc87653e25f0c3
BLAKE2b-256 0ade245d1bd687eb5a8a8567e07bd4185039bad8662b16d147717a1127c650d2

See more details on using hashes here.

Provenance

File details

Details for the file senor_octopus-0.1.9-py2.py3-none-any.whl.

File metadata

  • Download URL: senor_octopus-0.1.9-py2.py3-none-any.whl
  • Upload date:
  • Size: 16.4 kB
  • Tags: Python 2, Python 3
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/3.4.1 importlib_metadata/3.7.3 pkginfo/1.7.0 requests/2.25.1 requests-toolbelt/0.9.1 tqdm/4.59.0 CPython/3.9.2

File hashes

Hashes for senor_octopus-0.1.9-py2.py3-none-any.whl
Algorithm Hash digest
SHA256 91b68f9433279c65cf3a98881f19ed57cd193d55670a39e8b0298ac7b51c0942
MD5 bd42642b8dce823c9fb9984cb5aeceea
BLAKE2b-256 f376730edb4a6e2ac32cf6a6f60ef7891c81d28b5568b70c80d098e31b69bdd6

See more details on using hashes here.

Provenance

Supported by

AWS AWS Cloud computing and Security Sponsor Datadog Datadog Monitoring Fastly Fastly CDN Google Google Download Analytics Microsoft Microsoft PSF Sponsor Pingdom Pingdom Monitoring Sentry Sentry Error logging StatusPage StatusPage Status page