gemini-code-assist[bot] commented on code in PR #39190: URL: https://github.com/apache/beam/pull/39190#discussion_r3539461229
########## website/www/site/content/en/blog/beam-2.75.0.md: ########## @@ -0,0 +1,72 @@ +--- +title: "Apache Beam 2.75.0" +date: 2026-07-08 14:00:00 -0500 +categories: + - blog + - release +authors: + - vterentev +--- +<!-- +Licensed 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. +--> + +We are happy to present the new 2.75.0 release of Beam. +This release includes both improvements and new functionality. +See the [download page](/get-started/downloads/#2750-2026-07-08) for this release. + +<!--more--> + +For more information on changes in 2.75.0, check out the [detailed release notes](https://github.com/apache/beam/milestone/43). + +## Highlights + +* Python SDK now supports memory profiling with Memray ([#38853](https://github.com/apache/beam/issues/38853)). +* (Python) Added [Qdrant](https://qdrant.tech/) VectorDatabaseWriteConfig implementation ([#38141](https://github.com/apache/beam/issues/38141)). + +### I/Os + +* Support for reading from Delta Lake added (Java) ([#38551](https://github.com/apache/beam/issues/38551)). +* ClickHouseIO: support writing `DateTime64(precision[, 'timezone'])` columns with sub-second precision (Java) ([#38466](https://github.com/apache/beam/issues/38466)). +* Upgraded IO Expansion Service to Java 17 ([#38974](https://github.com/apache/beam/issues/38974)). + +### New Features / Improvements + +* Dataflow Runner v2 has been renamed to Dataflow Portable Runner. Please refer to Dataflow [public documentation](https://docs.cloud.google.com/dataflow/docs/runner-v2) on when to enable Portable Runner.([#39000](https://github.com/apache/beam/issues/39000)). Review Comment:  There is a duplicate period and a missing space before the issue link parenthesis. Let's clean this up to match the formatting of other entries. ```suggestion * Dataflow Runner v2 has been renamed to Dataflow Portable Runner. Please refer to Dataflow [public documentation](https://docs.cloud.google.com/dataflow/docs/runner-v2) on when to enable Portable Runner ([#39000](https://github.com/apache/beam/issues/39000)). ``` ########## website/www/site/content/en/blog/beam-2.75.0.md: ########## @@ -0,0 +1,72 @@ +--- +title: "Apache Beam 2.75.0" +date: 2026-07-08 14:00:00 -0500 +categories: + - blog + - release +authors: + - vterentev +--- +<!-- +Licensed 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. +--> + +We are happy to present the new 2.75.0 release of Beam. +This release includes both improvements and new functionality. +See the [download page](/get-started/downloads/#2750-2026-07-08) for this release. + +<!--more--> + +For more information on changes in 2.75.0, check out the [detailed release notes](https://github.com/apache/beam/milestone/43). + +## Highlights + +* Python SDK now supports memory profiling with Memray ([#38853](https://github.com/apache/beam/issues/38853)). +* (Python) Added [Qdrant](https://qdrant.tech/) VectorDatabaseWriteConfig implementation ([#38141](https://github.com/apache/beam/issues/38141)). + +### I/Os + +* Support for reading from Delta Lake added (Java) ([#38551](https://github.com/apache/beam/issues/38551)). +* ClickHouseIO: support writing `DateTime64(precision[, 'timezone'])` columns with sub-second precision (Java) ([#38466](https://github.com/apache/beam/issues/38466)). +* Upgraded IO Expansion Service to Java 17 ([#38974](https://github.com/apache/beam/issues/38974)). + +### New Features / Improvements + +* Dataflow Runner v2 has been renamed to Dataflow Portable Runner. Please refer to Dataflow [public documentation](https://docs.cloud.google.com/dataflow/docs/runner-v2) on when to enable Portable Runner.([#39000](https://github.com/apache/beam/issues/39000)). +* (Java) Enabled state tag encoding v2 by default for new Dataflow Streaming Engine jobs. It can be disabled by passing `--experiments=disable_streaming_engine_state_tag_encoding_v2` or `--updateCompatibilityVersion=2.74.0` pipeline option. Note that the tag encoding version cannot change during a job update. Jobs using tag encoding v2 (enabled by default for new jobs on 2.75.0+) cannot be downgraded to Beam versions prior to 2.73.0, as only versions 2.73.0 and later support tag encoding v2. ([#38705](https://github.com/apache/beam/issues/38705)). Review Comment:  There is a duplicate period before the issue link parenthesis. Let's remove it to keep the formatting consistent. ```suggestion * (Java) Enabled state tag encoding v2 by default for new Dataflow Streaming Engine jobs. It can be disabled by passing `--experiments=disable_streaming_engine_state_tag_encoding_v2` or `--updateCompatibilityVersion=2.74.0` pipeline option. Note that the tag encoding version cannot change during a job update. Jobs using tag encoding v2 (enabled by default for new jobs on 2.75.0+) cannot be downgraded to Beam versions prior to 2.73.0, as only versions 2.73.0 and later support tag encoding v2 ([#38705](https://github.com/apache/beam/issues/38705)). ``` ########## website/www/site/content/en/blog/beam-2.75.0.md: ########## @@ -0,0 +1,72 @@ +--- +title: "Apache Beam 2.75.0" +date: 2026-07-08 14:00:00 -0500 +categories: + - blog + - release +authors: + - vterentev +--- +<!-- +Licensed 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. +--> + +We are happy to present the new 2.75.0 release of Beam. +This release includes both improvements and new functionality. +See the [download page](/get-started/downloads/#2750-2026-07-08) for this release. + +<!--more--> + +For more information on changes in 2.75.0, check out the [detailed release notes](https://github.com/apache/beam/milestone/43). + +## Highlights + +* Python SDK now supports memory profiling with Memray ([#38853](https://github.com/apache/beam/issues/38853)). +* (Python) Added [Qdrant](https://qdrant.tech/) VectorDatabaseWriteConfig implementation ([#38141](https://github.com/apache/beam/issues/38141)). + +### I/Os + +* Support for reading from Delta Lake added (Java) ([#38551](https://github.com/apache/beam/issues/38551)). +* ClickHouseIO: support writing `DateTime64(precision[, 'timezone'])` columns with sub-second precision (Java) ([#38466](https://github.com/apache/beam/issues/38466)). +* Upgraded IO Expansion Service to Java 17 ([#38974](https://github.com/apache/beam/issues/38974)). + +### New Features / Improvements + +* Dataflow Runner v2 has been renamed to Dataflow Portable Runner. Please refer to Dataflow [public documentation](https://docs.cloud.google.com/dataflow/docs/runner-v2) on when to enable Portable Runner.([#39000](https://github.com/apache/beam/issues/39000)). +* (Java) Enabled state tag encoding v2 by default for new Dataflow Streaming Engine jobs. It can be disabled by passing `--experiments=disable_streaming_engine_state_tag_encoding_v2` or `--updateCompatibilityVersion=2.74.0` pipeline option. Note that the tag encoding version cannot change during a job update. Jobs using tag encoding v2 (enabled by default for new jobs on 2.75.0+) cannot be downgraded to Beam versions prior to 2.73.0, as only versions 2.73.0 and later support tag encoding v2. ([#38705](https://github.com/apache/beam/issues/38705)). +* (Python) Added instrumentation to support off-the-shelf profiling agents when launching Python SDK Harness ([#38853](https://github.com/apache/beam/issues/38853)). +* (Java) Added support to the FnApi Data stream protocol allowing runners to isolate bundles slowly processing input from other bundles. ([#39001](https://github.com/apache/beam/issues/39001)). Review Comment:  There is a duplicate period before the issue link parenthesis. Let's remove it to keep the formatting consistent. ```suggestion * (Java) Added support to the FnApi Data stream protocol allowing runners to isolate bundles slowly processing input from other bundles ([#39001](https://github.com/apache/beam/issues/39001)). ``` -- This is an automated message from the Apache Git Service. To respond to the message, please log on to GitHub and use the URL above to go to the specific comment. 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