rc-qlc 0.3.24

Quick Look Content (QLC): Model–Observation Comparison Suite for Use with CAMS

Quick Look Content (QLC): Model–Observation Comparison Suite for Use with CAMS

qlc is a single command-line tool for model–observation comparisons with automated figures and summaries, designed to support climate and air quality monitoring and specifically adapted for use with CAMS (Copernicus Atmospheric Monitoring Service) datasets.

Package	Status
rc-qlc on PyPI

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Features

• Side-by-side evaluation of observational and modelled data
• Fully scriptable and automated post-processing chain
• Modular structure using shell + Python + Cython
• Generates publication-ready figures and LaTeX integration
• Supports NetCDF and CSV time series formats
• Pre-configured CAMS observational interface via JSON

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User Installation

Use one of the following install modes:

# Option 1: CAMS (default data links + config)
pip install rc-qlc && qlc-install --cams

# Option 2: Local test mode with embedded examples
pip install rc-qlc && qlc-install --test

# Option 3: Custom interactive mode
pip install rc-qlc && qlc-install --interactive="./path/to/qlc_user.conf"

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Example Use Cases

Run the full shell pipeline (retrieval, processing, plotting):

qlc

Run just the observation/model comparison in Python:

qlc-py

Submit via batch system (e.g., SLURM or LSF):

sqlc

Developer Setup

To work on the qlc source code, clone the repository and install it in "editable" mode. This will install all dependencies and link the qlc command to your source tree.

# 1. Clone the repository
git clone https://github.com/researchConcepts/qlc.git
cd qlc

# 2. (Recommended) Create and activate a virtual environment
python3 -m venv .venv
source .venv/bin/activate

# 3. Install in editable mode
pip install -e .

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Configuration Structure

The installer script creates the following structure in your home directory:

$HOME/qlc_v<version>/
├── test/                   # Root directory for the 'test' installation mode
│   ├── bin/                # Symlinks to shell scripts
│   ├── doc/                # Symlinks to documentation
│   ├── config/             # Active config files (e.g., qlc.conf)
│   ├── examples/           # Test input and output files
│   ├── obs/, mod/, ...     # Runtime directories
│   └── VERSION.json        # Tracks install mode and version
└── cams/                   # Root for 'cams' mode, etc.

A symlink $HOME/qlc is also created to point to the active installation. You can edit $HOME/qlc/config/qlc.conf to modify runtime behavior.

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Documentation

• All core logic is contained in the qlc package.
• Shell scripts for driving the pipeline are in qlc/sh/.
• The core Python/Cython logic is in qlc/py/*.py and is compiled to binary modules for performance.

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Developer Notes

• Python source files (.py) are compiled to binary modules (.so) using Cython at install time.
• The package version is managed in pyproject.toml.
• The qlc-install script sets up the runtime environment by creating directories and symlinks.

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License

© ResearchConcepts io GmbH
Contact: [e-mail]
MIT-compatible, source-restricted under private release until publication.

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