Tooling and infrastructure to enable cloud nowcasting.
git clone https://github.com/alan-turing-institute/cloudcasting
cd cloudcasting
python -m pip install .To run metrics on GPU:
python -m install --upgrade "jax[cuda12]"On macOS you first need to install ffmpeg with the following command. On other platforms this is
not necessary.
brew install ffmpegClone and install the repo.
git clone https://github.com/alan-turing-institute/cloudcasting
cd cloudcasting
python -m pip install ".[dev]"Install pre-commit before making development changes:
pre-commit installFor making changes, see the guidance on development from the template that generated this project.
Example:
cloudcasting download "2020-06-01 00:00" "2020-06-30 23:55" "path/to/data/save/dir"Full options:
> cloudcasting download --help
Usage: cloudcasting download [OPTIONS] START_DATE
END_DATE OUTPUT_DIRECTORY
╭─ Arguments ──────────────────────────────────────────╮
│ * start_date TEXT Start date in │
│ 'YYYY-MM-DD HH:MM' │
│ format │
│ [default: None] │
│ [required] │
│ * end_date TEXT End date in │
│ 'YYYY-MM-DD HH:MM' │
│ format │
│ [default: None] │
│ [required] │
│ * output_directory TEXT Directory to save │
│ the satellite data │
│ [default: None] │
│ [required] │
╰──────────────────────────────────────────────────────╯
╭─ Options ────────────────────────────────────────────╮
│ --download-f… TEXT Frequency to │
│ download data │
│ in pandas │
│ datetime │
│ format │
│ [default: │
│ 15min] │
│ --get-hrv --no-get-h… Whether to │
│ download HRV │
│ data │
│ [default: │
│ no-get-hrv] │
│ --override-d… --no-overr… Whether to │
│ override date │
│ range limits │
│ [default: │
│ no-override-… │
│ --lon-min FLOAT Minimum │
│ longitude │
│ [default: │
│ -16] │
│ --lon-max FLOAT Maximum │
│ longitude │
│ [default: 10] │
│ --lat-min FLOAT Minimum │
│ latitude │
│ [default: 45] │
│ --lat-max FLOAT Maximum │
│ latitude │
│ [default: 70] │
│ --test-2022-… --no-test-… Whether to │
│ filter data │
│ from 2022 to │
│ download the │
│ test set │
│ (every 2 │
│ weeks). │
│ [default: │
│ no-test-2022… │
│ --verify-202… --no-verif… Whether to │
│ download the │
│ verification │
│ data from │
│ 2023. Only │
│ used at the │
│ end of the │
│ project │
│ [default: │
│ no-verify-20… |
│ --help Show this │
│ message and │
│ exit. │
╰──────────────────────────────────────────────────────╯See CONTRIBUTING.md for instructions on how to contribute.
Distributed under the terms of the MIT license.