A zensical site under docs/, served by a new `docs` compose service behind Traefik, built with --strict in CI. Same pattern the sibling n3xd workspace uses. Getting started splits the way the landing page does — one path is `pip install fluksio` and a training script, the other is a Docker stack and an afternoon in the browser — because the two audiences will not spend the same amount of time. Everything after that is shared: the concepts, the web interface (app and portal), the CLI and the API, and a reference for node types, payload types and configuration. The three flow guides move here from the docs submodule rather than being copied, so there is one version of them. Styling mirrors DESIGN-GUIDELINES.md: the app's token palette remapped onto Material's variables in both schemes, Inter, the 16px panel radius, and the one terracotta accent spent on the facility lane of the audience split. Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01M7Xv3cJEW5c8AXxn2hoojV
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Node types
Every type the canvas can place. Each is configured by filling in a form the editor generates from its parameter schema, so they all behave the same way.
Anything here could be written as a Function node — that is what the function node is for. These exist because the same handful of shapes account for most of a real installation, and a rule you fill in is easier to read on a canvas, and to change, than five lines of code repeated eighty times.
GET /flows/node-types returns this list with each type's full parameter
schema, including any connectors installed on your instance.
Function
python — your own code, run on every incoming message.
The one type with a source file. Its arguments are its input ports and its own settings; its return value is a dict keyed by output ports. See Writing node code.
Settings on a Function node are free-form: you add them by name, and they arrive as keyword arguments.
Integrations
MQTT
mqtt — subscribe to topics, or publish what arrives on its inputs.
A node with outputs only subscribes; a node with inputs publishes.
| Setting | Default | Notes |
|---|---|---|
topic |
* |
one topic for every port, or {"message": "some/topic"} per port |
broker_host |
localhost |
|
broker_port |
1883 |
|
username / password |
— | password takes a secret reference |
client_id |
— | |
qos |
0 |
0, 1 or 2 |
retain |
false |
on published messages |
keepalive |
60 |
seconds |
Nodes sharing a broker share one connection.
HTTP
http — receive data on a webhook, or send it to a URL.
Outputs only makes it a webhook: the engine mounts a route at
/hooks/{flow}/{url}/{secret} while the flow runs. Inputs make it a sender.
| Setting | Default | Notes |
|---|---|---|
url |
— | the route path in webhook mode, the full URL in sender mode |
method |
POST |
GET or POST |
timeout |
30 |
seconds, sender mode |
headers |
{} |
|
secret |
— | shared secret appended to the webhook URL; takes a secret reference |
!!! warning "A webhook with no secret is open to anyone who can reach the host."
The canvas flags this as an advisory issue rather than stopping the flow,
because a webhook on a private network is a legitimate thing to want.
InfluxDB
influxdb — write measurements to a bucket, or read them back.
| Setting | Notes |
|---|---|
url, token, org, bucket |
connection; token takes a secret reference |
write_precision |
ns, us, ms (default) or s |
query_range |
default window for queries, e.g. -1h |
writes |
per-input: measurement, field, tags |
queries |
per-output: measurement, field, tags, range, aggregation |
{
"writes": {
"living_temperature": {
"measurement": "environment",
"field": "temp_c",
"tags": {"room": "living"}
}
}
}
Query passthrough. An incoming message holding a flux key is run as
written, and the rows come back on the first output port as
{"rows": [{ts, value, field, measurement, tags}], ...}.
That is what keeps a database node a database node: it holds the credentials and the connection and nothing else. Building a query and shaping its rows are ordinary Function nodes on either side, so a dashboard widget never learns which database answered it.
Notification
ntfy — push an incoming value to a phone through ntfy.
| Setting | Default | Notes |
|---|---|---|
server |
https://ntfy.sh |
|
topic |
— | required |
title |
— | |
priority |
default |
min, low, default, high, urgent |
tags |
— | comma-separated ntfy tags |
token |
— | for a protected topic; takes a secret reference |
This is a flow deciding something is worth saying. The engine reporting that it broke is Alerts, which is a different thing configured elsewhere.
Timing
Inject
inject — emit a value on request, on a timer, or when the flow starts.
| Setting | Default | Notes |
|---|---|---|
payload |
current time | what to emit |
payloads |
{} |
per-output-port payloads, keyed by port |
interval |
0 |
emit every n seconds; 0 means never on its own |
cron |
— | a five-field cron expression |
at_start |
false |
emit once when the flow starts |
start_delay |
1.0 |
how long to wait before that first emission |
The most-placed trigger in a real installation — mostly as a button someone presses.
Delay & schedule
delay — hold messages back, limit their rate, or emit on a schedule.
| Setting | Default | Notes |
|---|---|---|
delay |
0 |
seconds to hold each message |
interval |
0 |
minimum seconds between forwards |
mapping |
{} |
input port → output port; paired in order when empty |
cron |
— | five-field expression |
Order of operations: rate check → delay → forward. With a cron and no inputs
it emits the current time on each tick; with inputs it emits the last value it
received.
!!! note "Not in a batch flow"
A rate limit holds a value back for a timer to release, and a run has no
timer — the value would be dropped rather than delayed. Submitting a batch
flow with a rate-limited port is refused instead.
Trigger
trigger — send one value now and another once things go quiet.
| Setting | Default | Notes |
|---|---|---|
first |
true |
sent as soon as a value arrives |
then |
false |
sent when the wait expires; empty sends nothing |
wait |
60 |
seconds of quiet before the second value |
extend |
true |
a value arriving during the wait starts it over |
The shape this exists for: the door opened — turn the light on, and off again in two minutes unless it opens again.
Logic
Switch
switch — send a value down one branch or another, by rule.
Each rule names an output port; a matching value leaves through that port.
Comparisons: eq, ne, gt, gte, lt, lte, contains, between.
| Setting | Default | Notes |
|---|---|---|
rules |
[] |
checked in order; each names the output it routes to |
stop_at_first |
true |
leave through the first matching rule only |
otherwise |
— | output for a value that matched nothing |
Comparing a string to a number is a mistake in the rule, not a reason to take the flow down: the rule simply does not match.
Change
change — scale, offset, round or map a value on its way past.
| Setting | Default | Notes |
|---|---|---|
scale |
1.0 |
multiply numbers by this |
offset |
0.0 |
then add this |
round_to |
— | decimal places |
mapping |
{} |
replace a value with another, looked up as text |
default |
— | value when the lookup misses; empty passes it through |
Filter unchanged
rbe — pass a value on only when it has actually changed.
| Setting | Default | Notes |
|---|---|---|
deadband |
0.0 |
ignore numeric changes smaller than this |
deadband_percent |
false |
read the deadband as a percentage |
The cheapest fix for a sensor that reports every second and changes every hour.
Join
join — gather several inputs into one object or list.
| Setting | Default | Notes |
|---|---|---|
mode |
object |
object or array |
System
Command
exec — run a command in the engine's container and read its output.
| Setting | Default | Notes |
|---|---|---|
command |
— | the command to run |
append_payload |
false |
add the incoming value as one argument |
timeout |
30 |
seconds |
fail_on_error |
false |
treat a non-zero exit as a node failure rather than output |
Outputs the command's stdout, stderr and exit code.
!!! warning "Inside the container, not on the host"
A flow ported from something that read the host's journal, or poked a host
script, needs either a mount or a small listener on the host side. This
node cannot see the host.
File
file — read a file into the flow, or write one out of it.
| Setting | Default | Notes |
|---|---|---|
path |
— | relative to the engine's files directory |
mode |
read |
read, write or append |
format |
text |
text or json |
newline |
true |
end each written record with a newline |
Confined to a directory the engine owns. A flow that could name any path would be a way to read the secrets store or overwrite a node's source.
Numeric
Perceptron
mlp — a small neural layer over its numeric inputs.
output = weights @ inputs + biases, with weights drawn from seed so a node
reloads identically.
| Setting | Default | Notes |
|---|---|---|
seed |
0 |
Kept as a worked example of numeric logic rather than as a modelling tool. If you are training something, that is a batch flow and a Function node.
Connectors
Anything else in the palette came from an installed connector package — a
node type written against a published contract and discovered through the
fluksio.node_types entry point group. The editor shows which package supplied
it.
A connector declares its contract version, and one written for a version this engine does not speak is ignored rather than half-loaded. Installing or upgrading one takes effect on the next engine restart, because Python does not re-import a changed module and a rescan would promise more than it delivers.
See also
- Payload types — what a port may carry
- Writing node code — the Function node
- The flow editor — placing and configuring them