Reproducible Example

Example: 
import prov4ml

prov4ml.start_run(
    prov_user_namespace="www.example.org",
    experiment_name="reproducible_example", 
    provenance_save_dir="prov",
    save_after_n_logs=100,
    collect_all_processes=True, 
)

prov4ml.log_source_code()
prov4ml.log_execution_command("python3 examples/reproducibility_example.py")

def square(x): 
    return x**2

for i in range(1, 10): 
    prov4ml.log_input(i)
    o = square(i)
    prov4ml.log_output(o)

prov4ml.end_run(True, True)