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Run a Script as an Experiment

Terry Ng answered on September 22, 2022 Popularity 1/10 Helpfulness 1/10

answer Run a Script as an Experiment

Run a Script as an Experiment

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from azureml.core import Run
import pandas as pd
import matplotlib.pyplot as plt
import os

# Get the experiment run context
run = Run.get_context()

# load the diabetes dataset
data = pd.read_csv('data.csv')

# Count the rows and log the result
row_count = (len(data))
run.log('observations', row_count)

# Save a sample of the data
os.makedirs('outputs', exist_ok=True)
data.sample(100).to_csv("outputs/sample.csv", index=False, header=True)

# Complete the run
run.complete()

Popularity 1/10 Helpfulness 1/10 Language python

Source: learn.microsoft.com

Tags: python script

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