<commit_before><!--
    Licensed to the Apache Software Foundation (ASF) under one
    or more contributor license agreements.  See the NOTICE file
    distributed with this work for additional information
    regarding copyright ownership.  The ASF licenses this file
    to you under the Apache License, Version 2.0 (the
    "License"); you may not use this file except in compliance
    with the License.  You may obtain a copy of the License at

      http://www.apache.org/licenses/LICENSE-2.0

    Unless required by applicable law or agreed to in writing,
    software distributed under the License is distributed on an
    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
    KIND, either express or implied.  See the License for the
    specific language governing permissions and limitations
    under the License.
-->
<!-- Template -->
<!--
# [2.XX.X] - Unreleased

## Highlights

* New highly anticipated feature X added to Python SDK ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
* New highly anticipated feature Y added to Java SDK ([BEAM-Y](https://issues.apache.org/jira/browse/BEAM-Y)).

## I/Os

* Support for X source added (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
* Java SDK: Update Google Cloud Healthcare IO connectors from using v1beta1 to using the GA version.

## New Features / Improvements

* X feature added (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).

## Breaking Changes

* X behavior was changed ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).

## Deprecations

* X behavior is deprecated and will be removed in X versions ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).

## Known Issues

* Fixed X (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
-->

# [2.32.X] - Unreleased

## Highlights
* New highly anticipated feature X added to Python SDK ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
* New highly anticipated feature Y added to Java SDK ([BEAM-Y](https://issues.apache.org/jira/browse/BEAM-Y)).
* The [Beam DataFrame
  API](https://beam.apache.org/documentation/dsls/dataframes/overview/) is no
  longer experimental! We've spent the time since the [2.32.0 preview
  announcement](https://beam.apache.org/blog/dataframe-api-preview-available/)
  implementing the most frequently used pandas operations
  ([BEAM-9547](https://issues.apache.org/jira/browse/BEAM-9547)), improving
  [documentation](https://beam.apache.org/releases/pydoc/current/apache_beam.dataframe.html)
  and [error messages](https://issues.apache.org/jira/browse/BEAM-12028),
  adding
  [examples](https://github.com/apache/beam/tree/master/sdks/python/apache_beam/examples/dataframe),
  integrating DataFrames with [interactive
  Beam](https://beam.apache.org/releases/pydoc/current/apache_beam.runners.interactive.interactive_beam.html),
  and of course finding and fixing
  [bugs](https://issues.apache.org/jira/issues/?jql=project%3DBEAM%20AND%20issuetype%3DBug%20AND%20status%3DResolved%20AND%20component%3Ddsl-dataframe).
  Leaving experimental just means that we now have high confidence in the API
  and recommend its use for production workloads. We will continue to improve
  the API, guided by your
  [feedback](https://beam.apache.org/community/contact-us/).


## I/Os

* Support for X source added (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
* Added ability to use JdbcIO.Write.withResults without statement and preparedStatementSetter. ([BEAM-12511](https://issues.apache.org/jira/browse/BEAM-12511))
- Added ability to register URI schemes to use the S3 protocol via FileIO. ([BEAM-12435](https://issues.apache.org/jira/browse/BEAM-12435)).
* Respect number of shards set in SnowflakeWrite batch mode. ([BEAM-12715](https://issues.apache.org/jira/browse/BEAM-12715))

## New Features / Improvements

* X feature added (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
* Add support to convert Beam Schema to Avro Schema for JDBC LogicalTypes:<commit_msg>Move misplaced cloud healthcare update info line from template to unreleased section<commit_after><!--
    Licensed to the Apache Software Foundation (ASF) under one
    or more contributor license agreements.  See the NOTICE file
    distributed with this work for additional information
    regarding copyright ownership.  The ASF licenses this file
    to you under the Apache License, Version 2.0 (the
    "License"); you may not use this file except in compliance
    with the License.  You may obtain a copy of the License at

      http://www.apache.org/licenses/LICENSE-2.0

    Unless required by applicable law or agreed to in writing,
    software distributed under the License is distributed on an
    "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
    KIND, either express or implied.  See the License for the
    specific language governing permissions and limitations
    under the License.
-->
<!-- Template -->
<!--
# [2.XX.X] - Unreleased

## Highlights

* New highly anticipated feature X added to Python SDK ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
* New highly anticipated feature Y added to Java SDK ([BEAM-Y](https://issues.apache.org/jira/browse/BEAM-Y)).

## I/Os

* Support for X source added (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).

## New Features / Improvements

* X feature added (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).

## Breaking Changes

* X behavior was changed ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).

## Deprecations

* X behavior is deprecated and will be removed in X versions ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).

## Known Issues

* Fixed X (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
-->

# [2.32.X] - Unreleased

## Highlights
* New highly anticipated feature X added to Python SDK ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
* New highly anticipated feature Y added to Java SDK ([BEAM-Y](https://issues.apache.org/jira/browse/BEAM-Y)).
* The [Beam DataFrame
  API](https://beam.apache.org/documentation/dsls/dataframes/overview/) is no
  longer experimental! We've spent the time since the [2.32.0 preview
  announcement](https://beam.apache.org/blog/dataframe-api-preview-available/)
  implementing the most frequently used pandas operations
  ([BEAM-9547](https://issues.apache.org/jira/browse/BEAM-9547)), improving
  [documentation](https://beam.apache.org/releases/pydoc/current/apache_beam.dataframe.html)
  and [error messages](https://issues.apache.org/jira/browse/BEAM-12028),
  adding
  [examples](https://github.com/apache/beam/tree/master/sdks/python/apache_beam/examples/dataframe),
  integrating DataFrames with [interactive
  Beam](https://beam.apache.org/releases/pydoc/current/apache_beam.runners.interactive.interactive_beam.html),
  and of course finding and fixing
  [bugs](https://issues.apache.org/jira/issues/?jql=project%3DBEAM%20AND%20issuetype%3DBug%20AND%20status%3DResolved%20AND%20component%3Ddsl-dataframe).
  Leaving experimental just means that we now have high confidence in the API
  and recommend its use for production workloads. We will continue to improve
  the API, guided by your
  [feedback](https://beam.apache.org/community/contact-us/).


## I/Os

* Support for X source added (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
* Added ability to use JdbcIO.Write.withResults without statement and preparedStatementSetter. ([BEAM-12511](https://issues.apache.org/jira/browse/BEAM-12511))
- Added ability to register URI schemes to use the S3 protocol via FileIO. ([BEAM-12435](https://issues.apache.org/jira/browse/BEAM-12435)).
* Respect number of shards set in SnowflakeWrite batch mode. ([BEAM-12715](https://issues.apache.org/jira/browse/BEAM-12715))
* Java SDK: Update Google Cloud Healthcare IO connectors from using v1beta1 to using the GA version.

## New Features / Improvements

* X feature added (Java/Python) ([BEAM-X](https://issues.apache.org/jira/browse/BEAM-X)).
* Add support to convert Beam Schema to Avro Schema for JDBC LogicalTypes:
{'fraction_non_alphanumeric': 0.12672445366866072, 'fraction_numerical': 0.018068611891099987, 'mean_word_length': 4.178255372945639, 'pattern_counts': {'":': 0, '<': 9, '<?xml version=': 0, '>': 9, 'https://': 46, 'lorem ipsum': 0, 'www.': 2, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1134527', 'n_tokens_mistral': 2737, 'n_tokens_neox': 2508, 'n_words': 720}