morsapaes commented on a change in pull request #14041:
URL: https://github.com/apache/flink/pull/14041#discussion_r521870246
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File path: docs/dev/python/table-api-users-guide/conversion_of_pandas.md
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@@ -22,17 +22,18 @@ specific language governing permissions and limitations
under the License.
-->
-It supports to convert between PyFlink Table and Pandas DataFrame.
+PyFlink Table API supports conversion to and from Pandas DataFrame.
* This will be replaced by the TOC
{:toc}
## Convert Pandas DataFrame to PyFlink Table
-It supports creating a PyFlink Table from a Pandas DataFrame. Internally, it
will serialize the Pandas DataFrame
-using Arrow columnar format at client side and the serialized data will be
processed and deserialized in Arrow source
-during execution. The Arrow source could also be used in streaming jobs and it
will properly handle the checkpoint
-and provides the exactly once guarantees.
+Pandas DataFrames can be converted into a PyFlink TAble.
+Internally, PyFlink will serialize the Pandas DataFrame using Arrow columnar
format on the client.
+The serialized data will be processed and deserialized in Arrow source during
execution.
+The Arrow source can also be used in streaming jobs, and is integrated with
checkpointing to
+and provide the exactly once guarantees.
Review comment:
```suggestion
provide exactly-once guarantees.
```
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