chore(main): release 1.16.0

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🤖 I have created a release beepboop

1.16.0 (2024-09-04)

Features

• Add DataFrame.struct.explode to add struct subfields to a DataFrame (#916) (ad2f75e)
• Implement bigframes.bigquery.json_extract_array (#910) (575a29e)
• Recover struct column from exploded Series (#904) (7dd304c)

Bug Fixes

• Fix issue with iterating on >10gb dataframes (#949) (2b0f0fa)
• Improve Series.replace for dict input (#907) (4208044)
• NullIndex in ML model.predict error (#917) (612271d)
• Struct field non-nullable type issue. (#914) (149d5ff)
• Unordered mode errors in ml train_test_split (#925) (85d7c21)

Performance Improvements

• Improve repr performance (#918) (46f2dd7)

Dependencies

• Re-introduce support for numpy 1.24.x (#931) (3d71913)
• Update minimum support to Pandas 1.5.3 and Pyarrow 10.0.1 (#903) (7ed3962)

Documentation

• Add Claude3 ML and RemoteFunc notebooks (#930) (cfd16c1)
• Create sample notebook to manipulate struct and array data (#883) (3031903)
• Update struct examples. (#953) (d632cd0)
• Use unstack() from BigQuery DataFrames instead of pandas in the PyPI sample notebook (#890) (d1883cc)

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[tswast]

Keeping do not merge until we can get a clean e2e build.

Edit: Looks like we did have a regression recently with regards to query results > 10 GB. Please do not merge until internal issue 363251732 is resolved.

[tswast]

Please wait for #949 to go in before merging this PR.

[tswast]

doctest failures are:

FAILED third_party/bigframes_vendored/pandas/core/arrays/arrow/accessors.py::arrays.arrow.accessors.StructAccessor.explode
FAILED third_party/bigframes_vendored/pandas/core/arrays/arrow/accessors.py::arrays.arrow.accessors.StructAccessor.dtypes
FAILED third_party/bigframes_vendored/pandas/core/arrays/arrow/accessors.py::arrays.arrow.accessors.StructAccessor.field
FAILED third_party/bigframes_vendored/pandas/core/arrays/arrow/accessors.py::arrays.arrow.accessors.StructFrameAccessor.explode

Our best guess is that this is related to how pandas makes parquet files. Not sure why the failure only started happening recently, but it doesn't appear to be a regression caused by bigframes code. #953 to workaround this issue, but keeping the internal bug open to track the struct serialization issue.

[release-please]

🤖 Created releases:

• v1.16.0
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Triggered job: cloud-devrel/client-libraries/python/googleapis/python-bigquery-dataframes/release/release (2024-09-05T16:58:35.592Z)

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