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    from 5af82d31aed Bump golang.org/x/crypto from 0.45.0 to 0.52.0 in 
/.test-infra/mock-apis (#39314)
     add 18f6800625b Add Cloud Spanner Directed Reads support to SpannerIO 
(#39241)
     add d53b0b176ca Bump cloud.google.com/go/bigquery from 1.78.0 to 1.79.0 in 
/sdks (#39320)
     add 0c2a58c27a6 Bump actions/setup-node from 6 to 7 (#39317)
     add 8e588f6fa96 Bump github.com/aws/aws-sdk-go-v2/service/s3 in /sdks 
(#39318)
     add 73162ce3e3b Bump github.com/aws/aws-sdk-go-v2/config in /sdks (#39321)
     add db6686992c8 Log temp/staging location options parsing errors. (#39305)
     add f8e4de0c634 Improve BigQueryIO Storage Write API error messages 
(#38948)
     add a6f2ff42e9e Remove google-perftools from the default image. (#39323)
     add 92b92a1682e Bump soupsieve from 2.5 to 2.8.4 in /.test-infra/mock-apis 
(#39315)
     add a317020356c Adds a Dataflow integration test suite for Delta Lake 
(#38954)
     add d4c11ccd536 Bump cloud.google.com/go/storage from 1.63.0 to 1.63.1 in 
/sdks (#39319)
     add de21b1ce3c5 Fix republish container workflow as #39181 (#39326)

No new revisions were added by this update.

Summary of changes:
 ...=> beam_PostCommit_Java_Delta_IO_Dataflow.json} |   2 +-
 .github/workflows/README.md                        |   1 +
 ... => beam_PostCommit_Java_Delta_IO_Dataflow.yml} |  18 +-
 .github/workflows/build_release_candidate.yml      |   2 +-
 .github/workflows/pr-bot-new-prs.yml               |   2 +-
 .github/workflows/pr-bot-pr-updates.yml            |   2 +-
 .github/workflows/pr-bot-prs-needing-attention.yml |   2 +-
 .github/workflows/reportGenerator.yml              |   2 +-
 .../republish_released_docker_containers.yml       |   5 +-
 .github/workflows/typescript_tests.yml             |   6 +-
 .test-infra/mock-apis/poetry.lock                  |  18 +-
 CHANGES.md                                         |   3 +-
 sdks/go.mod                                        |  20 +-
 sdks/go.sum                                        |  40 ++--
 sdks/java/io/delta/build.gradle                    |  38 +++
 .../org/apache/beam/sdk/io/delta/DeltaIOIT.java    | 264 +++++++++++++++++++++
 .../bigquery/StorageApiWriteUnshardedRecords.java  |  12 +-
 .../bigquery/StorageApiWritesShardedRecords.java   |  20 +-
 .../beam/sdk/io/gcp/spanner/SpannerAccessor.java   |   5 +
 .../beam/sdk/io/gcp/spanner/SpannerConfig.java     |  41 ++++
 .../apache/beam/sdk/io/gcp/spanner/SpannerIO.java  |  59 +++++
 .../sdk/io/gcp/testing/FakeDatasetService.java     |  18 ++
 .../sdk/io/gcp/bigquery/BigQueryIOWriteTest.java   |  63 +++++
 .../sdk/io/gcp/spanner/SpannerAccessorTest.java    |  51 ++++
 .../gcp/spanner/SpannerIOReadChangeStreamTest.java |  16 ++
 .../python/apache_beam/options/pipeline_options.py |  14 +-
 .../options/pipeline_options_validator.py          |  10 +-
 sdks/python/container/Dockerfile                   |   2 -
 28 files changed, 669 insertions(+), 67 deletions(-)
 copy .github/trigger_files/{beam_PostCommit_Java_PVR_Samza.json => 
beam_PostCommit_Java_Delta_IO_Dataflow.json} (82%)
 copy .github/workflows/{IO_Iceberg_Integration_Tests_Dataflow.yml => 
beam_PostCommit_Java_Delta_IO_Dataflow.yml} (83%)
 create mode 100644 
sdks/java/io/delta/src/test/java/org/apache/beam/sdk/io/delta/DeltaIOIT.java

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