Welcome to POCS documentation!

Project PANOPTES

PANOPTES is an open source citizen science project designed to find transiting exoplanets with digital cameras. The goal of PANOPTES is to establish a global network of of robotic cameras run by amateur astronomers and schools (or anyone!) in order to monitor, as continuously as possible, a very large number of stars. For more general information about the project, including the science case and resources for interested individuals, see the project overview.

POCS

POCS (PANOPTES Observatory Control System) is the main software driver for a PANOPTES unit, responsible for high-level control of the unit.

For more information, see the full documentation at: https://panoptes.github.io/POCS/.

Beginner Resources

New to POCS? Start here:

CLI Guide: See docs/cli-guide.md for complete command line reference
Command Line Examples: Quick start at examples/README.md
Conceptual Overview: Read docs/conceptual-overview.md to understand POCS without installing
Architecture Guide: Read docs/architecture-for-beginners.md to understand how POCS works
Glossary: Check docs/glossary.md for definitions of all terms
Python Examples: Run examples/beginner_simulation.py for API tutorial (advanced)

Install

POCS Environment

If you are running a PANOPTES unit then you will most likely want an entire PANOPTES environment, which includes the necessary tools for operation of a complete unit.

There is a bash shell script that will install an entire working POCS system on your computer. Some folks even report that it works on a Mac.

To install POCS via the script, open a terminal and enter (you may be prompted for your sudo password):

curl -fsSL https://install.projectpanoptes.org > install.sh
bash install.sh

Or using wget:

wget -qO- https://install.projectpanoptes.org > install.sh
bash install.sh

The install script will ask a few questions at the beginning of the process. If you are unsure of the answer the default is probably okay.

In addition to installing POCS, the install script will create the Config Server and Power Monitor services, which will automatically be restarted upon reboot of the computer.

POCS Module

If you want just the POCS module, for instance if you want to override it in your own OCS (see Huntsman-POCS for an example), then install via pip:

pip install panoptes-pocs

If you want the extra features, such as Google Cloud Platform connectivity, then use the extras options:

pip install "panoptes-pocs[google,focuser,testing]"

Running POCS

POCS requires a few things to properly run:

A panoptes-utils config-server running to provide dynamic configuration.
An Observatory instance that has details about the location of a POCS unit (real or simulated), which hardware is available, etc.

A minimal working example with a simulated Observatory would be:

import os
from panoptes.utils.config.server import config_server
from panoptes.pocs.core import POCS

os.environ['PANDIR'] = '/var/panoptes'
conf_server = config_server('conf_files/pocs.yaml')
I 01-20 01:01:10.886 Starting panoptes-config-server with  config_file='conf_files/pocs.yaml'
S 01-20 01:01:10.926 Config server Loaded 17 top-level items
I 01-20 01:01:10.928 Config items saved to flask config-server
I 01-20 01:01:10.934 Starting panoptes config server with localhost:6563

pocs = POCS.from_config(simulators=['all'])
I 01-20 01:01:20.408 Initializing PANOPTES unit - Generic PANOPTES Unit - Mauna Loa Observatory
I 01-20 01:01:20.419 Making a POCS state machine from panoptes
I 01-20 01:01:20.420 Loading state table: panoptes
S 01-20 01:01:20.485 Unit says: Hi there!
W 01-20 01:01:20.494 Scheduler not present
W 01-20 01:01:20.495 Cameras not present
W 01-20 01:01:20.496 Mount not present
I 01-20 01:01:20.497 Scheduler not present, cannot get current observation.

pocs.initialize()
W 01-20 01:01:28.386 Scheduler not present
W 01-20 01:01:28.388 Cameras not present
W 01-20 01:01:28.389 Mount not present
S 01-20 01:01:28.390 Unit says: Looks like we're missing some required hardware.
Out[10]: False

For a more realistic usage, see the full documentation at: https://panoptes.github.io/POCS/.

For actually deploying a PANOPTES unit, refer to the Operating Guide.

Using POCS

POCS provides a command line interface for all operations. After installation:

1. Configure your unit (required first step):

pocs config setup

2. Run automated observing:

pocs run auto

3. Manual hardware control:

# Mount control
pocs mount slew-to-target --target M42
pocs mount park

# Camera testing
pocs camera take-pics --num-images 5 --exptime 2.0

For more CLI commands, run pocs --help or see the beginner documentation above.

Developing POCS

See Coding in PANOPTES

Development with UV

This project uses UV for fast Python package and environment management with modern PEP 735 dependency groups.

Prerequisites:

Python 3.12+
UV: https://docs.astral.sh/uv/ (install via curl -LsSf https://astral.sh/uv/install.sh | sh or pipx install uv).

Basic workflow:

Create and sync a dev environment with all dependencies:

# Install all optional extras and dev dependencies (recommended for development)
uv sync --all-extras --group dev

# Or install only base dependencies
uv sync

# Activate the virtual environment
source .venv/bin/activate
# or run commands without activating using `uv run ...`

Install specific dependency groups as needed:

# Install testing dependencies
uv sync --group testing

# Install linting tools
uv sync --group lint

# Install all dev dependencies (includes testing + lint)
uv sync --group dev

Install specific optional extras as needed (choose any):

# Examples: google, focuser, weather
uv sync --extra google --extra focuser --extra weather

# Or install the 'all' extra which includes everything
uv sync --extra all

Run tests:

# All tests with coverage, using pytest options from pyproject.toml
uv run pytest

# Single test file
uv run pytest tests/test_mount.py

Lint / style checks:

# Lint with Ruff
uv run ruff check .

# Auto-fix linting issues
uv run ruff check --fix .

# Format code with Ruff
uv run ruff format .

# Check formatting without making changes
uv run ruff format --check .

Build the package (wheel and sdist):
```
uv build
```
Run the CLI locally (Typer app):
```
uv run pocs --help
```
Versioning: Version is derived from git tags via setuptools-scm. To produce a new version, create and push a tag (e.g., v0.1.0).

Testing

To test the software, use uv run to execute pytest with the configured environment:

uv run pytest

By default all tests will be run. If you want to run one specific test, give the specific filename as an argument to pytest:

uv run pytest tests/test_mount.py

POCS

Install / Use

README

Welcome to POCS documentation!

Project PANOPTES

POCS

Beginner Resources

Install

POCS Environment

POCS Module

Running POCS

Using POCS

Developing POCS

Development with UV

Testing

Links