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Fix the CI gates: Python 3.13, concurrency groups, hook violations
The gates have never gone green on the new runners. Three separate reasons:

- backend/Dockerfile shipped Python 3.10 while the code imports typing.Self
  and datetime.UTC, so the container exited on import and the suite could not
  even load its conftest. The image moves to 3.13 and the packages declare
  >=3.12, which is the floor the tests actually pass on; ruff's target follows
  and rewrites timezone.utc and asyncio.TimeoutError accordingly. Relocking
  drops the 3.10 branch, which bumps FastAPI and so regenerates the SDK.
- frontend/README.md had no trailing newline and two dashboard widgets used
  arbitrary text-[…] sizes. Both are em-relative on purpose, so they move to
  the inline style the neighbouring ramp already uses.
- Every commit left its own run queued: without a concurrency group a runner
  that was offline for a while works through a backlog nobody reads. A stack
  that fails to come up now prints its logs before the teardown removes it.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
2026-08-24 14:55:59 +02:00

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Markdown

# The `fluksio` command
```sh
pip install fluksio
```
Installs the engine and the `fluksio` command. Python 3.12 or newer, Linux or
macOS.
There is a second, smaller distribution — `fluksio-worker` — for a machine that
should only *run nodes* for an engine elsewhere. It has none of the engine in
it. See [Remote workers](workers.md).
The command is two things at once: `serve`, `enroll` and `worker` *are* an
installation, while `login`, `sync`, `run` and `runs` talk to one that may be
anywhere.
## `fluksio serve`
Runs the engine.
```sh
fluksio serve
```
On the first start it creates an admin account and prints its password **once**.
Nothing else has to be running: no database server, no message broker, no
Docker.
| Option | Default | What it does |
|---|---|---|
| `--data-dir PATH` | `~/.fluksio` (or `$FLUKSIO_HOME`) | where this installation keeps everything |
| `--host HOST` | `127.0.0.1` | what to bind |
| `--port PORT` | `8000` | what to listen on |
| `--log-level LEVEL` | `info` | uvicorn's log level |
| `--admin-email ADDR` | `admin@example.com` | the account created on first run |
| `--admin-password PW` | generated | set it instead of having one generated |
| `--enroll CODE` | — | pair with a portal as part of coming up |
| `--portal URL` | — | the portal `--enroll` redeems at |
`--enroll` with `--portal` is the one-command setup: it pairs before the engine
starts, so the connection is dialled as part of coming up rather than needing a
restart. It is skipped if the installation is already enrolled.
!!! warning "One process"
`fluksio serve` holds the flow engine. A second one is a *second engine*
duplicated subscriptions, duplicated cron ticks, two webhooks answering the
same path. Run one, and distribute work with
[workers](workers.md) instead.
!!! note "`$HOME` on a cluster"
A login node's home directory is often NFS, where SQLite's write-ahead log
does not work — the database would be locked or corrupt. `fluksio serve`
warns when it notices; point `--data-dir` at local disk.
### What it prints
```text
Created the admin account admin@example.com
password: k3Qm-8vTpLdX
Shown once. Change it from the dashboard.
Fluksio 0.1.0 — data in /home/you/.fluksio
API http://127.0.0.1:8000/api/v1
No portal. Pair this installation with:
fluksio enroll <code> --portal https://hub.example.com
```
An enrolled installation says which portal it is on instead, and notes that the
dashboard is served from there rather than here.
## `fluksio enroll`
Pairs an existing installation with a portal.
```sh
fluksio enroll ABCD-1234 --portal https://hub.fluksio.com
```
| Option | What it does |
|---|---|
| `--portal URL` | **required** — the portal the code was minted on |
| `--as EMAIL` | the local account a portal session arrives as |
| `--data-dir PATH` | which installation, if not the default |
Get the code from the portal under **Installations → Add installation**. It is
single-use and expires in fifteen minutes. `--as` matters when the installation
has several superusers — without it, enrolment refuses rather than guessing.
Afterwards, `fluksio serve` dials the portal as it comes up. See
[Accounts and the portal](../interface/portal.md).
## `fluksio worker`
Runs nodes for an engine elsewhere. Everything after `worker` belongs to the
agent's own parser — it is the same program `fluksio-worker` installs, so the
two are interchangeable:
```sh
fluksio worker --url wss://api.example.com/api/v1/workers/attach \
--token "$FLUKSIO_WORKER_TOKEN" --labels gpu
```
See [Remote workers](workers.md).
## Talking to an engine
The four commands below are the client half: they run wherever you work, and
address an engine over its API rather than being one.
### `fluksio login`
```sh
fluksio login --url http://127.0.0.1:8000
```
Asks for an email and password, and keeps the token it gets in
`~/.config/fluksio/client.json` (`$XDG_CONFIG_HOME` is honoured). Everything
below reads it from there, or from `FLUKSIO_URL` and `FLUKSIO_TOKEN`, or from
its own `--url` and `--token`.
### `fluksio sync`
```sh
fluksio sync [PATH_OR_MODULE ...] # default: the current directory
```
Imports what you name, collects the flows the decorators declared, and uploads
each one with a generated import shim per node. A directory that is a package
is walked; a dotted name is imported as it stands; nothing is loaded from a
file path, because the shim has to import the same way.
| Flag | What it does |
|---|---|
| `--dry-run` | print the flow documents and shims, upload nothing |
| `--no-publish` | leave the upload as a draft |
| `--force` | overwrite a flow, or a node body, that was edited on the canvas |
Every sync retires the engine's workers, including one that had nothing to
upload — a worker holds your package in memory, so an edit to it is invisible
until the process goes. See
[Getting started: data science](../getting-started/data-science.md).
### `fluksio run`
```sh
fluksio run train --lr 0.05 --seed 7 [--wait]
```
Submits a run. Flags that are not its own are the flow's inputs, typed by what
the flow declares them as. `--wait` blocks until the run finishes and exits
non-zero if it failed.
### `fluksio runs`
```sh
fluksio runs [--flow train] [--limit 20]
```
The runs an engine has recorded, newest first: id, status, flow, duration, the
commit of the repository it came from, and its parameters.
## What lives in the data directory
```text
~/.fluksio/
├── fluksio.db SQLite: users, runs, metrics, observability, agents
├── flows/ a git repository — one directory per flow
│ ├── house/
│ │ ├── flow.json the published structure
│ │ ├── nodes/*.py the published node code
│ │ ├── flow.draft.json unpublished edits, if any
│ │ └── nodes.draft/*.py
│ ├── _lib/ shared node sources
│ ├── _dashboards/ dashboards, drafts and all
│ └── requirements.txt what the Modules screen installs
├── artifacts/ content-addressed bytes, two levels deep
├── user-venv/ the interpreter your node code runs on
├── secrets.enc encrypted credentials, deliberately outside flows/
├── alerts.json alert channels and rules
├── panels.json wall-panel pairings
├── oauth-key.pem signs agent tokens
├── cloud.json the portal enrolment, if there is one
├── secret_key signs sessions and derives the secrets key
└── env optional settings file
```
Two things follow from this layout and are worth internalising:
**`flows/` is a real git repository.** `git log` is the history of every change
anyone made to any flow. A run records the commit it ran at, so `git show` on
that hash is literally the code that produced the number.
**Backing up the data directory backs up the installation.** Everything else is
rebuildable. Copy it while the engine is stopped, or use SQLite's online backup
for the database if it is not.
## Settings
Settings come from the environment, or from an `env` file in the data
directory. The ones you are most likely to touch:
| Variable | Default | What it does |
|---|---|---|
| `DATA_DIR` | `~/.fluksio` via the CLI | everything below it derives from this |
| `DATABASE_URL` | SQLite in the data dir | any SQLAlchemy URL |
| `NODE_VENV` | `auto` | which interpreter node code runs on: `auto` adopts the venv Fluksio was installed into, `managed` builds one of its own, or name an interpreter |
| `REDIS_HOST` | unset | flow state in Redis instead of memory; survives a restart |
| `FRONTEND_HOST` | — | the address used in mails, OAuth metadata and panel links |
| `ENVIRONMENT` | `local` | `production` closes the interactive API schema |
| `MCP_ENABLED` | `false` | opens the [agent endpoint](agents.md) |
| `SECRET_KEY` | generated once | signs sessions, derives the secrets key |
The full list is in [Configuration](../reference/configuration.md).