climate-ref-example
This package provides an example implementation of a diagnostic provider for the Climate REF (Rapid Evaluation Framework). It serves as a template and reference for developers who want to create their own diagnostic providers.
Installation
pip install climate-ref-example
Features
- Example implementation of a diagnostic provider
- Global mean timeseries diagnostic demonstration
- Complete implementation of all required interfaces
- Test data specification for reproducible testing
Usage
Enable the provider in your ref.toml configuration:
[[diagnostic_providers]]
provider = "climate_ref_example:provider"
Then run diagnostics:
ref solve --provider example
Example Diagnostic
The package implements a GlobalMeanTimeseries diagnostic that calculates the annual mean global mean timeseries for CMIP6 datasets:
from climate_ref_core.providers import DiagnosticProvider
from climate_ref_core.diagnostics import Diagnostic, DataRequirement, ExecutionDefinition, ExecutionResult
from climate_ref_core.datasets import FacetFilter, SourceDatasetType
class GlobalMeanTimeseries(Diagnostic):
"""Calculate the annual mean global mean timeseries for a dataset."""
name = "Global Mean Timeseries"
slug = "global-mean-timeseries"
data_requirements = (
DataRequirement(
source_type=SourceDatasetType.CMIP6,
filters=(FacetFilter(facets={"variable_id": ("tas", "rsut")}),),
group_by=("source_id", "variable_id", "experiment_id", "variant_label"),
),
)
facets = ("source_id", "variable_id", "experiment_id", "variant_label", "region", "metric", "statistic")
def execute(self, definition: ExecutionDefinition) -> None:
# Perform the diagnostic calculation
...
def build_execution_result(self, definition: ExecutionDefinition) -> ExecutionResult:
# Build and return the execution result
...
# Register diagnostics with a provider
provider = DiagnosticProvider("Example", __version__)
provider.register(GlobalMeanTimeseries())
Creating Your Own Provider
Use this package as a template:
cp -r packages/climate-ref-example packages/climate-ref-myprovider
See the Adding Custom Diagnostics guide for detailed instructions.
Documentation
For detailed documentation, please visit https://climate-ref.readthedocs.io/
Contributing
Contributions are welcome! Please see the main project's Contributing Guide for more information.
License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
1 maintainer
Metadata
1 maintainer
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