submit_many_iter.py
-------------------

This example shows how to submit the same model with multiple parameters.

Note that the method `foreground` just runs the script locally, thus not really queuing. To
actually queue a job on a high performance computing cluster, replace the `method`
argument by something more suitable; see the documentation.


.. code-block:: python

    from modelrunner import make_model, submit_job
    
    
    @make_model
    def main(a: float = 1, b: float = 2):
        """Multiply two numbers."""
        return a * b
    
    
    if __name__ == "__main__":
        for a in [1, 2]:
            for b in [4, 5]:
                name = f"job_a_{a}_b_{b}"
                submit_job(
                    __file__,  # submit this file as a job module
                    output=f"data/{name}.json",
                    name=name,
                    parameters={"a": a, "b": b},
                    method="foreground",  # run job locally
                )