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39 lines
1.2 KiB
Markdown
39 lines
1.2 KiB
Markdown
---
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title: Plotly Reporting
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---
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The [plotly_reporting.py](https://github.com/allegroai/clearml/blob/master/examples/reporting/plotly_reporting.py) example
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demonstrates ClearML's Plotly integration and reporting.
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Report Plotly plots in ClearML by calling the [`Logger.report_plotly`](../../references/sdk/logger.md#report_plotly) method, and passing a complex
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Plotly figure, using the `figure` parameter.
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In this example, the Plotly figure is created using `plotly.express.scatter` (see [Scatter Plots in Python](https://plotly.com/python/line-and-scatter/)
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in the Plotly documentation):
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```python
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# Iris dataset
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df = px.data.iris()
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# create complex plotly figure
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fig = px.scatter(
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df,
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x="sepal_width",
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y="sepal_length",
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color="species",
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marginal_y="rug",
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marginal_x="histogram"
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)
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# report the plotly figure
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task.get_logger().report_plotly(
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title="iris", series="sepal", iteration=0, figure=fig
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)
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```
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When the script runs, it creates an experiment named `plotly reporting`, which is associated with the examples project.
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ClearML reports Plotly plots in the **ClearML Web UI** **>** experiment details **>** **PLOTS**
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tab.
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