2020-12-22 21:25:37 +00:00
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# ClearML - Example of Plotly integration and reporting
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2020-06-13 21:01:30 +00:00
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#
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2020-12-22 21:25:37 +00:00
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from clearml import Task
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2020-06-13 21:01:30 +00:00
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import plotly.express as px
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2020-06-15 19:48:51 +00:00
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task = Task.init('examples', 'plotly reporting')
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2020-06-13 21:01:30 +00:00
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2020-06-15 19:48:51 +00:00
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print('reporting plotly figures')
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# Iris dataset
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2020-06-13 21:01:30 +00:00
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df = px.data.iris()
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2020-06-15 19:48:51 +00:00
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# create complex plotly figure
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2020-06-13 21:01:30 +00:00
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fig = px.scatter(df, x="sepal_width", y="sepal_length", color="species", marginal_y="rug", marginal_x="histogram")
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2020-06-15 19:48:51 +00:00
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# report the plotly figure
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2020-06-13 21:01:30 +00:00
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task.get_logger().report_plotly(title="iris", series="sepal", iteration=0, figure=fig)
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print('done')
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