Inductiva offers HPC as it should be: click, run, results.
Before diving into tutorials and benchmarks, let's ensure that your Inductiva Python package is properly set up. To confirm everything is working as expected, simply run a quick WAVEWATCH III simulation — it only takes a minute!
example.py on your Desktop (or in your preferred directory)."""WAVEWATCH III example."""
import inductiva
# Allocate cloud machine on Google Cloud Platform
cloud_machine = inductiva.resources.MachineGroup( \
provider="GCP",
machine_type="c2d-highcpu-4",
spot=True)
# Download the input files into a folder
input_dir = inductiva.utils.download_from_url(
"https://storage.googleapis.com/inductiva-api-demo-files/"
"wavewatch3-input-example.zip",
unzip=True)
# Initialize the Simulator
wavewatch3 = inductiva.simulators.WaveWatch3(
version="11-2024")
# List of commands to run
commands = ["ww3_grid", "ww3_prep", "ww3_shel"]
# Run simulation
task = wavewatch3.run(
input_dir=input_dir,
custom_switch="switch_PR3_UQ_MPI",
commands=commands,
on=cloud_machine)
# Wait for the simulation to finish and download the results
task.wait()
cloud_machine.terminate()
task.download_outputs()
task.print_summary()
cd ~/Desktop
python example.py
Note: On some systems, you might need to use
python3instead ofpython.
All the necessary simulation artifacts and configuration files will be automatically downloaded to your computer. The WAVEWATCH III simulation will then be sent to a cloud machine for execution.
After the simulation completes, a task summary will be displayed in your terminal, as shown below.
Task status: Success
Timeline:
Waiting for Input at 05/08, 09:07:28 0.789 s
In Queue at 05/08, 09:07:29 36.552 s
Preparing to Compute at 05/08, 09:08:06 4.851 s
In Progress at 05/08, 09:08:11 70.786 s
├> 64.133 s bash /home/compile_ww3.sh switch_PR3_UQ_MPI true
├> 1.071 s ww3_grid
├> 1.075 s ww3_prep
└> 4.087 s ww3_shel
Finalizing at 05/08, 09:09:21 13.692 s
Success at 05/08, 09:09:35
Data:
Size of zipped output: 636.81 MB
Size of unzipped output: 1.48 GB
Number of output files: 5274
Total estimated cost (US$): 0.01060 US$
Estimated computation cost (US$): 0.00060 US$
Task orchestration fee (US$): 0.010 US$
Note: A per-run orchestration fee (0.010 US$) applies to tasks run from 01 Dec 2025, in addition to the computation costs.
Learn more about costs at: https://inductiva.ai/guides/basics/how-much-does-it-cost
If the task status shows Success, congratulations! You've successfully run an WAVEWATCH III simulation.
This simple example tested your installation on a small machine with just 4 virtual CPUs. Inductiva offers far more powerful options to supercharge your simulations.
If you encounter any issues or need further assistance, don't hesitate to Contact Us. We're here to help!