chore(main): release 1.7.0

[release-please]

🤖 I have created a release beep boop

1.7.0 (2024-05-20)

Features

• read_gbq_query supports filters (9386373)
• read_gbq suggests a correct column name when one is not found (9386373)
• Add DefaultIndexKind.NULL to use as index_col in read_gbq*, creating an indexless DataFrame/Series (#662) (29e4886)
• Bigframes.bigquery.array_agg(SeriesGroupBy|DataFrameGroupby) (#663) (412f28b)
• To_datetime supports utc=False for string inputs (#579) (adf9889)

Bug Fixes

• read_gbq_table respects primary keys even when filters are set (#689) (9386373)
• Fix type error in test_cluster (#698) (14d81c1)
• Improve escaping of literals and identifiers (#682) (da9b136)
• Properly identify non-unique index in tables without primary keys (#699) (6e0f4d8)
• Remove a usage of the resource package when not available, such as on Windows (#681) (96243f2)
• The imported samples error and use peek() (#688) (1a0b744)

Performance Improvements

• Don't run query immediately from read_gbq_table if filters is set (9386373)
• Use a LIMIT clause when max_results is set (9386373)

Documentation

• Add code snippets for imported onnx tutorials (#684) (cb36e46)
• Add code snippets for imported tensorflow model (#679) (b02c401)
• Use class_weight="balanced" in the logistic regression prediction tutorial (#678) (b951549)

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[tswast]

Two e2e failures:

FAILED tests/system/large/test_remote_function.py::test_remote_function_via_session_vpc_invalid FAILED tests/system/large/ml/test_ensemble.py::test_randomforestclassifier_multiple_params 

The former is a timeout, likely some backend behavior change I need to further investigate. The latter is a change from uppercase to lowercase "auto". Doesn't seem like it should block the release.

[release-please]

🤖 Release is at https://github.com/googleapis/python-bigquery-dataframes/releases/tag/v1.7.0 🌻

[release-trigger]

Triggered job: cloud-devrel/client-libraries/python/googleapis/python-bigquery-dataframes/release/release (2024-05-21T14:00:37.099Z)

To trigger again, remove the autorelease: triggered label (in a few minutes).

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