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*** WARNING: tag nightly-master was modified! ***

    from bcced0c  (commit)
      to 3216fcb  (commit)
    from bcced0c  Merge pull request #14406 from [BEAM-11836] Optimize 
reservoir sampling calculation in PCollectionConsumerRegistry
     add c507fea  [BEAM-7372] Remove dead py<3.6 paths (#14436)
     add 315386c  [BEAM-9547] Raise WontImplementError for a few more 
operations (#14330)
     add 42925ff  [BEAM-12095] Fix Spark job server in uber jar path as well.
     add eb9635f  Merge pull request #14435 from ibzib/BEAM-12095
     add 755f54d  [BEAM-11544] BQML pattern (#13644)
     add 9ec4582  [BEAM-11574] Enable cross-language integration tests on 
Dataflow (#14397)
     add c33ff67  [BEAM-12051] fix target/go-licenses: no such file or directory
     add c83a56d  Merge pull request #14336 from ihji/BEAM-12051
     add 1641aae  [BEAM-11585] Select.flattenedSchema doesn't flatten nested 
array fields (#14354)
     add 110f568  [BEAM-12096] Attempt to fix flaky test
     add e3f5eb8  Added logging of potential ImportError
     add 5b27bc8  Use PropertyMock to replace the global singleton current_env()
     add 79578bc  Changed warning logs about not in REPL env to error level and 
fixed a typo.
     add 0805b9b  Merge pull request #14437 from KevinGG/BEAM-12096
     add 8f8858d  [BEAM-11483] Ignore windowed GBK tests in Spark portable 
streaming.
     add 7c632a1  Merge pull request #14405 from ibzib/spark-streaming-tests
     add bbd0aed  Updating Go tests on PR template. (#14442)
     add 35bac6a  [BEAM-7372] cleanup codes for py2 compatibility from 
apache_beam/examples except for examples/snippets/*.py and examples/*.py 
(#14426)
     add cb28a5b  Merge pull request #14388 from [BEAM-7372] remove codes for 
py2 compatiblity from apache_beam/io/gcp
     add 1824477  Merge pull request #14365 from [BEAM-10884] - Adding tests to 
PubSubTableProviderIT to test proto support
     add 613d1c0  [BEAM-12059] include literal T in DATETIME format
     add 58e2ea9  Merge pull request #14351 from [BEAM-12059] include literal T 
in DATETIME format
     add 7bdad6c  protobuf-java to be in-line with libraries-bom 16.3.0
     add fa78e6d  Removing unused variable google_auth_version
     add 3216fcb  Merge pull request #14412 from [BEAM-8696] protobuf-java 
3.14.0 in line with libraries BOM 16.3.0

No new revisions were added by this update.

Summary of changes:
 .github/PULL_REQUEST_TEMPLATE.md                   |  14 +-
 .../org/apache/beam/gradle/BeamModulePlugin.groovy |   4 +-
 runners/spark/job-server/spark_job_server.gradle   |   1 +
 sdks/go/container/build.gradle                     |   6 +
 sdks/go/pkg/beam/core/runtime/pipelinex/replace.go |  44 ++++++
 .../beam/core/runtime/pipelinex/replace_test.go    |  93 ++++++++++++
 sdks/go/pkg/beam/core/runtime/xlangx/expand.go     |   3 -
 sdks/go/pkg/beam/core/runtime/xlangx/namespace.go  |  33 +----
 .../pkg/beam/core/runtime/xlangx/namespace_test.go |  52 +++----
 sdks/go/pkg/beam/options/jobopts/options.go        |  31 ++++
 .../beam/options/jobopts/stringSlice.go}           |  56 +++----
 sdks/go/pkg/beam/runners/dataflow/dataflow.go      |  12 +-
 .../pkg/beam/runners/dataflow/dataflowlib/job.go   |  31 +++-
 sdks/go/test/integration/integration.go            |  10 +-
 sdks/go/test/run_validatesrunner_tests.sh          |  27 +++-
 sdks/java/container/common.gradle                  |   2 +-
 .../beam/sdk/schemas/utils/SelectHelpers.java      |  11 +-
 .../beam/sdk/schemas/transforms/SelectTest.java    | 161 +++++++++++++++++++++
 .../protobuf/src/test/proto/payload_messages.proto |  23 +++
 .../provider/pubsub/PubsubTableProviderIT.java     |  55 ++++++-
 .../beam/sdk/io/gcp/bigquery/BigQueryUtils.java    |   2 +-
 .../sdk/io/gcp/bigquery/BigQueryUtilsTest.java     |   8 +-
 sdks/python/apache_beam/dataframe/frames.py        |   6 +
 sdks/python/apache_beam/dataframe/frames_test.py   |   3 -
 .../apache_beam/dataframe/pandas_doctests_test.py  |   4 +-
 .../apache_beam/examples/complete/__init__.py      |   2 -
 .../apache_beam/examples/complete/autocomplete.py  |   3 -
 .../examples/complete/autocomplete_test.py         |   2 -
 .../apache_beam/examples/complete/distribopt.py    |   3 -
 .../examples/complete/distribopt_test.py           |   2 -
 .../apache_beam/examples/complete/estimate_pi.py   |   5 -
 .../examples/complete/estimate_pi_test.py          |   2 -
 .../apache_beam/examples/complete/game/__init__.py |   2 -
 .../examples/complete/game/game_stats.py           |   4 -
 .../examples/complete/game/game_stats_it_test.py   |   2 -
 .../examples/complete/game/game_stats_test.py      |   2 -
 .../examples/complete/game/hourly_team_score.py    |   4 -
 .../complete/game/hourly_team_score_it_test.py     |   2 -
 .../complete/game/hourly_team_score_test.py        |   2 -
 .../examples/complete/game/leader_board.py         |   4 -
 .../examples/complete/game/leader_board_it_test.py |   3 -
 .../examples/complete/game/leader_board_test.py    |   2 -
 .../examples/complete/game/user_score.py           |   3 -
 .../examples/complete/game/user_score_it_test.py   |   2 -
 .../examples/complete/game/user_score_test.py      |   2 -
 .../examples/complete/juliaset/__init__.py         |   2 -
 .../complete/juliaset/juliaset/__init__.py         |   2 -
 .../complete/juliaset/juliaset/juliaset.py         |   4 -
 .../complete/juliaset/juliaset/juliaset_test.py    |   2 -
 .../complete/juliaset/juliaset/juliaset_test_it.py |   2 -
 .../examples/complete/juliaset/juliaset_main.py    |   2 -
 .../examples/complete/juliaset/setup.py            |   3 -
 sdks/python/apache_beam/examples/complete/tfidf.py |   3 -
 .../apache_beam/examples/complete/tfidf_test.py    |   2 -
 .../examples/complete/top_wikipedia_sessions.py    |   2 -
 .../complete/top_wikipedia_sessions_test.py        |   2 -
 .../apache_beam/examples/cookbook/__init__.py      |   2 -
 .../examples/cookbook/bigquery_schema.py           |   2 -
 .../examples/cookbook/bigquery_side_input.py       |   3 -
 .../examples/cookbook/bigquery_side_input_test.py  |   2 -
 .../examples/cookbook/bigquery_tornadoes.py        |   2 -
 .../cookbook/bigquery_tornadoes_it_test.py         |   3 -
 .../examples/cookbook/bigquery_tornadoes_test.py   |   2 -
 .../examples/cookbook/bigtableio_it_test.py        |   2 -
 .../python/apache_beam/examples/cookbook/coders.py |   3 -
 .../apache_beam/examples/cookbook/coders_test.py   |   2 -
 .../examples/cookbook/combiners_test.py            |   2 -
 .../examples/cookbook/custom_ptransform.py         |   2 -
 .../examples/cookbook/custom_ptransform_test.py    |   2 -
 .../examples/cookbook/datastore_wordcount.py       |   4 -
 .../cookbook/datastore_wordcount_it_test.py        |   2 -
 .../apache_beam/examples/cookbook/filters.py       |   2 -
 .../apache_beam/examples/cookbook/filters_test.py  |   2 -
 .../examples/cookbook/group_with_coder.py          |   3 -
 .../examples/cookbook/group_with_coder_test.py     |   2 -
 .../apache_beam/examples/cookbook/mergecontacts.py |   3 -
 .../examples/cookbook/mergecontacts_test.py        |   2 -
 .../examples/cookbook/multiple_output_pardo.py     |   2 -
 .../cookbook/multiple_output_pardo_test.py         |   2 -
 sdks/python/apache_beam/examples/flink/__init__.py |   2 -
 .../examples/flink/flink_streaming_impulse.py      |   2 -
 .../apache_beam/examples/kafkataxi/__init__.py     |   2 -
 .../apache_beam/examples/kafkataxi/kafka_taxi.py   |   2 -
 sdks/python/apache_beam/io/gcp/__init__.py         |   1 -
 .../io/gcp/big_query_query_to_table_it_test.py     |   2 -
 .../io/gcp/big_query_query_to_table_pipeline.py    |   2 -
 sdks/python/apache_beam/io/gcp/bigquery.py         |  19 +--
 .../apache_beam/io/gcp/bigquery_avro_tools.py      |   3 -
 .../apache_beam/io/gcp/bigquery_avro_tools_test.py |   3 -
 .../apache_beam/io/gcp/bigquery_file_loads.py      |   6 +-
 .../apache_beam/io/gcp/bigquery_file_loads_test.py |   2 -
 .../apache_beam/io/gcp/bigquery_io_metadata.py     |   2 -
 .../io/gcp/bigquery_io_metadata_test.py            |   2 -
 .../apache_beam/io/gcp/bigquery_io_read_it_test.py |   2 -
 .../io/gcp/bigquery_io_read_pipeline.py            |   2 -
 .../apache_beam/io/gcp/bigquery_read_it_test.py    |   7 +-
 .../apache_beam/io/gcp/bigquery_read_perf_test.py  |   2 -
 sdks/python/apache_beam/io/gcp/bigquery_test.py    |   4 -
 sdks/python/apache_beam/io/gcp/bigquery_tools.py   |  17 +--
 .../apache_beam/io/gcp/bigquery_tools_test.py      |   7 +-
 .../apache_beam/io/gcp/bigquery_write_it_test.py   |   5 +-
 .../apache_beam/io/gcp/bigquery_write_perf_test.py |   2 -
 sdks/python/apache_beam/io/gcp/bigtableio.py       |   2 -
 .../apache_beam/io/gcp/datastore/__init__.py       |   1 -
 .../apache_beam/io/gcp/datastore/v1new/__init__.py |   1 -
 .../io/gcp/datastore/v1new/adaptive_throttler.py   |   4 -
 .../gcp/datastore/v1new/adaptive_throttler_test.py |   4 -
 .../datastore/v1new/datastore_write_it_pipeline.py |   2 -
 .../gcp/datastore/v1new/datastore_write_it_test.py |   2 -
 .../io/gcp/datastore/v1new/datastoreio.py          |   4 -
 .../io/gcp/datastore/v1new/datastoreio_test.py     |   4 -
 .../apache_beam/io/gcp/datastore/v1new/helper.py   |   3 -
 .../io/gcp/datastore/v1new/query_splitter.py       |  13 +-
 .../io/gcp/datastore/v1new/query_splitter_test.py  |   4 -
 .../apache_beam/io/gcp/datastore/v1new/types.py    |   2 -
 .../io/gcp/datastore/v1new/types_test.py           |   4 -
 .../apache_beam/io/gcp/datastore/v1new/util.py     |   5 -
 .../io/gcp/datastore/v1new/util_test.py            |   2 -
 sdks/python/apache_beam/io/gcp/dicomclient.py      |   2 -
 sdks/python/apache_beam/io/gcp/dicomio.py          |   2 -
 .../apache_beam/io/gcp/dicomio_integration_test.py |   2 -
 sdks/python/apache_beam/io/gcp/dicomio_test.py     |   4 -
 .../apache_beam/io/gcp/experimental/__init__.py    |   1 -
 .../apache_beam/io/gcp/experimental/spannerio.py   |   2 -
 .../io/gcp/experimental/spannerio_read_it_test.py  |   2 -
 .../io/gcp/experimental/spannerio_test.py          |   2 -
 .../io/gcp/experimental/spannerio_write_it_test.py |   2 -
 .../python/apache_beam/io/gcp/gce_metadata_util.py |   2 -
 sdks/python/apache_beam/io/gcp/gcsfilesystem.py    |   7 +-
 .../apache_beam/io/gcp/gcsfilesystem_test.py       |   5 -
 sdks/python/apache_beam/io/gcp/gcsio.py            |   3 -
 .../apache_beam/io/gcp/gcsio_integration_test.py   |   2 -
 sdks/python/apache_beam/io/gcp/gcsio_overrides.py  |   2 -
 sdks/python/apache_beam/io/gcp/gcsio_test.py       |   7 -
 .../python/apache_beam/io/gcp/internal/__init__.py |   1 -
 .../io/gcp/internal/clients/__init__.py            |   1 -
 .../io/gcp/internal/clients/bigquery/__init__.py   |   2 -
 .../clients/bigquery/bigquery_v2_client.py         |   2 -
 .../clients/bigquery/bigquery_v2_messages.py       |   2 -
 .../io/gcp/internal/clients/storage/__init__.py    |   2 -
 .../internal/clients/storage/storage_v1_client.py  |   2 -
 .../clients/storage/storage_v1_messages.py         |   2 -
 sdks/python/apache_beam/io/gcp/pubsub.py           |  10 +-
 .../apache_beam/io/gcp/pubsub_integration_test.py  |   2 -
 .../apache_beam/io/gcp/pubsub_io_perf_test.py      |   2 -
 .../apache_beam/io/gcp/pubsub_it_pipeline.py       |   2 -
 sdks/python/apache_beam/io/gcp/pubsub_test.py      |   5 -
 sdks/python/apache_beam/io/gcp/spanner.py          |  36 ++---
 sdks/python/apache_beam/io/gcp/tests/__init__.py   |   2 -
 .../apache_beam/io/gcp/tests/bigquery_matcher.py   |   2 -
 .../io/gcp/tests/bigquery_matcher_test.py          |   2 -
 .../apache_beam/io/gcp/tests/pubsub_matcher.py     |   2 -
 .../io/gcp/tests/pubsub_matcher_test.py            |   4 -
 sdks/python/apache_beam/io/gcp/tests/utils.py      |   2 -
 sdks/python/apache_beam/io/gcp/tests/utils_test.py |   4 -
 .../io/gcp/tests/xlang_spannerio_it_test.py        |  10 +-
 sdks/python/apache_beam/pipeline.py                |  10 +-
 .../runners/interactive/interactive_environment.py |   2 +-
 .../apache_beam/runners/interactive/utils.py       |  14 +-
 .../apache_beam/runners/interactive/utils_test.py  |  49 ++++---
 .../portability/spark_uber_jar_job_server.py       |   3 +-
 .../testing/test_stream_service_test.py            |   3 -
 .../apache_beam/transforms/combiners_test.py       |  54 -------
 sdks/python/apache_beam/transforms/core.py         |  10 +-
 .../apache_beam/transforms/environments_test.py    |   7 -
 sdks/python/apache_beam/transforms/external.py     |  28 +---
 .../python/apache_beam/transforms/external_test.py |  18 +--
 .../apache_beam/transforms/ptransform_test.py      |  58 ++------
 sdks/python/apache_beam/transforms/util.py         |  14 +-
 .../typehints/native_type_compatibility.py         |  11 --
 .../typehints/native_type_compatibility_test.py    |   3 +-
 sdks/python/apache_beam/typehints/opcodes.py       |  51 ++-----
 .../apache_beam/typehints/trivial_inference.py     | 144 ++++++------------
 .../apache_beam/typehints/typed_pipeline_test.py   |  33 ++---
 sdks/python/apache_beam/typehints/typehints.py     |   5 -
 .../python/apache_beam/typehints/typehints_test.py |  58 +-------
 .../apache_beam/utils/thread_pool_executor.py      |  11 +-
 sdks/python/container/common.gradle                |   6 +
 .../site/content/en/documentation/patterns/bqml.md | 106 ++++++++++++++
 .../content/en/documentation/patterns/overview.md  |   3 +
 .../en/documentation/sdks/java-dependencies.md     |   2 +-
 .../partials/section-menu/en/documentation.html    |   1 +
 182 files changed, 876 insertions(+), 953 deletions(-)
 copy sdks/go/{cmd/beamctl/cmd/provision.go => 
pkg/beam/options/jobopts/stringSlice.go} (50%)
 create mode 100644 website/www/site/content/en/documentation/patterns/bqml.md

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