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docs/StardustDocs/topics/extensionPropertiesApi.md

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When working with a [`DataFrame`](DataFrame.md), the most convenient and reliable way
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to access its columns — including for operations and retrieving column values
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in row expressions — is through auto-generated extension properties.
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in row expressions — is through *auto-generated extension properties*.
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They are generated based on a [dataframe schema](schemas.md),
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with the name and type of properties inferred from the name and type of the corresponding columns.
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It also works for all types of hierarchical dataframes.
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> The behavior of data schema generation differs between the
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> [Compiler Plugin](Compiler-Plugin.md) and [Kotlin Notebook](gettingStartedKotlinNotebook.md).
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>
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> * In **Kotlin Notebook**, a schema is generated *only after cell execution* for
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> * In **Kotlin Notebook**, a schema is generated **only after cell execution** for
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> `DataFrame` variables defined within that cell.
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> * With the **Compiler Plugin**, a new schema is generated *after every operation*
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> * With the **Compiler Plugin**, a new schema is generated **after every operation**
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> — but support for all operations is still in progress.
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> Retrieving the schema for `DataFrame` read from a file or URL is *not yet supported* either.
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> Retrieving the schema for `DataFrame` read from a file or URL is **not yet supported** either.
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>
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> This behavior may change in future releases. See the [example](#example) below that demonstrates these differences.
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{style="warning"}
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val df = DataFrame.readCsv("example.csv")
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```
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*After cell execution* data schema and extensions for this `DataFrame` will be generated
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**After cell execution** data schema and extensions for this `DataFrame` will be generated
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so you can use extensions for accessing columns,
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using it in operations inside the [Column Selector DSL](ColumnSelectors.md)
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and [DataRow API](DataRow.md):

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