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articles/machine-learning/how-to-responsible-ai-insights-sdk-cli.md

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@@ -9,7 +9,7 @@ ms.topic: how-to
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ms.reviewer: lagayhar
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ms.author: mithigpe
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author: minthigpen
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ms.date: 02/14/2024
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ms.date: 03/29/2024
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ms.custom: responsible-ml, devx-track-python
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---
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@@ -81,10 +81,10 @@ The constructor component also accepts the following parameters:
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| `maximum_rows_for_test_dataset` | The maximum number of rows allowed in the test dataset, for performance reasons. | Integer, defaults to 5,000 |
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| `categorical_column_names` | The columns in the datasets, which represent categorical data. | Optional list of strings<sup>1</sup> |
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| `classes` | The full list of class labels in the training dataset. | Optional list of strings<sup>1</sup> |
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| `feature_metadata`| Specifies additional information the dashboard might need depending on task type. For forecasting, this includes specifying which column is the `datetime` column and which column is the `time_series_id` column. For vision, this might include mean pixel value or location data of an image.| |
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| `feature_metadata`| Specifies additional information the dashboard might need depending on task type. For forecasting, this includes specifying which column is the `datetime` column and which column is the `time_series_id` column. For vision, this might include mean pixel value or location data of an image.| Optional list of strings<sup>1</sup> |
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| `use_model_dependency`| Specifies if the model requires a separate docker container to be served in due to conflicting dependencies with the RAI dashboard. For forecasting, this must be enabled. Typically for other scenarios this isn't enabled. | Boolean |
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<sup>1</sup> The lists should be supplied as a single JSON-encoded string for `categorical_column_names` and `classes` inputs.
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<sup>1</sup> The lists should be supplied as a single JSON-encoded string for `categorical_column_names`, `classes`, `feature_metadata` inputs.
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The constructor component has a single output named `rai_insights_dashboard`. This is an empty dashboard, which the individual tool components operate on. All the results are assembled by the `Gather RAI Insights dashboard` component at the end.
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