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2 | 2 |
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3 | 3 | When working with a [`DataFrame`](DataFrame.md), the most convenient and reliable way
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4 | 4 | to access its columns — including for operations and retrieving column values
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5 |
| -in row expressions — is through auto-generated extension properties. |
| 5 | +in row expressions — is through *auto-generated extension properties*. |
6 | 6 | They are generated based on a [dataframe schema](schemas.md),
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7 | 7 | with the name and type of properties inferred from the name and type of the corresponding columns.
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8 | 8 | It also works for all types of hierarchical dataframes.
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9 | 9 |
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10 | 10 | > The behavior of data schema generation differs between the
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11 | 11 | > [Compiler Plugin](Compiler-Plugin.md) and [Kotlin Notebook](gettingStartedKotlinNotebook.md).
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12 | 12 | >
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13 |
| -> * In **Kotlin Notebook**, a schema is generated *only after cell execution* for |
| 13 | +> * In **Kotlin Notebook**, a schema is generated **only after cell execution** for |
14 | 14 | > `DataFrame` variables defined within that cell.
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15 |
| -> * With the **Compiler Plugin**, a new schema is generated *after every operation* |
| 15 | +> * With the **Compiler Plugin**, a new schema is generated **after every operation** |
16 | 16 | > — but support for all operations is still in progress.
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17 |
| -> Retrieving the schema for `DataFrame` read from a file or URL is *not yet supported* either. |
| 17 | +> Retrieving the schema for `DataFrame` read from a file or URL is **not yet supported** either. |
18 | 18 | >
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19 | 19 | > This behavior may change in future releases. See the [example](#example) below that demonstrates these differences.
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20 | 20 | {style="warning"}
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@@ -64,7 +64,7 @@ Read the [`DataFrame`](DataFrame.md) from the CSV file:
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64 | 64 | val df = DataFrame.readCsv("example.csv")
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65 | 65 | ```
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66 | 66 |
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67 |
| -*After cell execution* data schema and extensions for this `DataFrame` will be generated |
| 67 | +**After cell execution** data schema and extensions for this `DataFrame` will be generated |
68 | 68 | so you can use extensions for accessing columns,
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69 | 69 | using it in operations inside the [Column Selector DSL](ColumnSelectors.md)
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70 | 70 | and [DataRow API](DataRow.md):
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