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v2.49.0

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chore: release 2.49.0

Change-Id: I67267ce193dba21a8f5aaf22234b22b1855f95f8
Reviewed-on: https://bigframes-internal-review.git.corp.google.com/c/bigframes/+/3980
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Kokoro-Lint: Kokoro <noreply+kokoro-dedicatedkokoro-dedicated Kokorogoogle.com>
Reviewed-by: Shuowei Li <shuowei@google.com>
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v2.48.0

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chore(main): release bigframes 2.48.0 (#17982)

🤖 I have created a release *beep* *boop*
---

##
[2.48.0](googleapis/google-cloud-python@bigframes-v2.47.0...bigframes-v2.48.0)
(2026-08-12)

### Features

* **bigframes:** Transpiler supports more string ops
([#17693](googleapis/google-cloud-python#17693))
([7d2bc21](googleapis/google-cloud-python@7d2bc21))

### Bug Fixes

* **bigframes:** fix field name typos for ai.generate* functions
([#17983](googleapis/google-cloud-python#17983))
([1b5c48b](googleapis/google-cloud-python@1b5c48b))
* **bigframes:** resolve session-scoped API method logging
([#18076](googleapis/google-cloud-python#18076))
([ace618b](googleapis/google-cloud-python@ace618b))
* **bigframes:** update GeminiTextGenerator default model to
gemini-2.5-flash
([#18060](googleapis/google-cloud-python#18060))
([5770ff6](googleapis/google-cloud-python@5770ff6))
* bump @angular/compiler, @angular/common, @angular/core,
@angular/forms, @angular/platform-browser, @angular/router and
@angular/compiler-cli in
/packages/bigframes/bigframes/display/table_widget_angular
([#17992](googleapis/google-cloud-python#17992))
([346aaab](googleapis/google-cloud-python@346aaab))
* bump fast-uri from 3.1.4 to 3.1.5 in
/packages/bigframes/bigframes/display/table_widget_angular
([#17989](googleapis/google-cloud-python#17989))
([3b3f3f4](googleapis/google-cloud-python@3b3f3f4))
* bump hono from 4.12.31 to 4.13.1 in
/packages/bigframes/bigframes/display/table_widget_angular
([#18032](googleapis/google-cloud-python#18032))
([cddf35b](googleapis/google-cloud-python@cddf35b))
* bump ip-address and express-rate-limit in
/packages/bigframes/bigframes/display/table_widget_angular
([#17985](googleapis/google-cloud-python#17985))
([02ed656](googleapis/google-cloud-python@02ed656))
* bump undici and @angular/build in
/packages/bigframes/bigframes/display/table_widget_angular
([#17986](googleapis/google-cloud-python#17986))
([6938061](googleapis/google-cloud-python@6938061))
* bump undici from 7.25.0 to 7.29.0 in /packages/bigframes/tests/js
([#17987](googleapis/google-cloud-python#17987))
([65a3571](googleapis/google-cloud-python@65a3571))

---
This PR was generated with [Release
Please](https://github.com/googleapis/release-please). See
[documentation](https://github.com/googleapis/release-please#release-please).

Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>
GitOrigin-RevId: 102c940183ac1cf5670b46c17a47f559926634de
Change-Id: Ia15429511df3ebed77f5b4ad45779f8c6be0316d

v2.39.0

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Verified

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chore: librarian release pull request: 20260331T225508Z (#2547)

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.7.0
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:160860d189ff1c2f7515638478823712fa5b243e27ccc33a2728669fa1e2ed0c
<details><summary>bigframes: 2.39.0</summary>

##
[2.39.0](v2.38.0...v2.39.0)
(2026-03-31)

### Features

* add `df.bigquery.ai.forecast` method to pandas dataframe accessor
(#2518)
([1126cec](1126cec9))

* support full round-trip persistence for multimodal reference cols
(#2511)
([494a0a1](494a0a11))

* expose DataFrame.bigquery in both pandas and bigframes DataFrames
(#2533)
([69fe317](69fe3176))

### Bug Fixes

* to_gbq may swap data columns when replace table (#2532)
([17ecc65](17ecc65e))

* handle aggregate operations on empty selections (#2510)
([34fb5da](34fb5daa))

* Localize BigQuery log suppression for gbq.py (#2541)
([af49ca2](af49ca29))

* Respect remote function config changes even if logic unchanged (#2512)
([b952428](b9524284))

* support melting empty DataFrames without crashing (#2509)
([e8c4603](e8c46032))

### Performance Improvements

* Make executor data uploads async internally (#2529)
([96597f0](96597f0b))

### Documentation

* gemini retouch of the index page for seo (#2514)
([2e5311e](2e5311e2))

* Rename Blob column references to ObjectRef column (#2535)
([44e0ffd](44e0ffd9))

</details>

release-2547

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chore: librarian release pull request: 20260331T225508Z (#2547)

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.7.0
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:160860d189ff1c2f7515638478823712fa5b243e27ccc33a2728669fa1e2ed0c
<details><summary>bigframes: 2.39.0</summary>

##
[2.39.0](v2.38.0...v2.39.0)
(2026-03-31)

### Features

* add `df.bigquery.ai.forecast` method to pandas dataframe accessor
(#2518)
([1126cec](1126cec9))

* support full round-trip persistence for multimodal reference cols
(#2511)
([494a0a1](494a0a11))

* expose DataFrame.bigquery in both pandas and bigframes DataFrames
(#2533)
([69fe317](69fe3176))

### Bug Fixes

* to_gbq may swap data columns when replace table (#2532)
([17ecc65](17ecc65e))

* handle aggregate operations on empty selections (#2510)
([34fb5da](34fb5daa))

* Localize BigQuery log suppression for gbq.py (#2541)
([af49ca2](af49ca29))

* Respect remote function config changes even if logic unchanged (#2512)
([b952428](b9524284))

* support melting empty DataFrames without crashing (#2509)
([e8c4603](e8c46032))

### Performance Improvements

* Make executor data uploads async internally (#2529)
([96597f0](96597f0b))

### Documentation

* gemini retouch of the index page for seo (#2514)
([2e5311e](2e5311e2))

* Rename Blob column references to ObjectRef column (#2535)
([44e0ffd](44e0ffd9))

</details>

v2.38.0

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chore: librarian release pull request: 20260316T210518Z (#2520)

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.8.3
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:160860d189ff1c2f7515638478823712fa5b243e27ccc33a2728669fa1e2ed0c
<details><summary>bigframes: v2.38.0</summary>

##
[v2.38.0](v2.37.0...v2.38.0)
(2026-03-16)

### Features

* Add `bigframes.bigquery.rand()` function (#2501)
([5c43efb](5c43efb7))

* add `df.bigquery` pandas accessor (#2513)
([91b6c24](91b6c245))

* Add str, dt accessors to pd.col Expression objects (#2488)
([ce5de57](ce5de570))

* add bigquery.ml.get_insights function (#2493)
([d29a609](d29a6095))

* use EUC for AI IF, CLASSIFY, and SCORE when connection is not provided
(#2507)
([fe94910](fe94910a))

### Bug Fixes

* handle unsupported types and empty results in describe (#2506)
([2326ad6](2326ad6a))

* no longer automatically use anywidget in the `%%bqsql` magics (#2504)
([43353e2](43353e2b))

### Documentation

* Fix typo in ExperimentOptions class docstring (#2498)
([077cb2e](077cb2eb))

* add notebooks to user guide page (#2505)
([5cf3788](5cf37888))

</details>

release-2520

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Verified

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chore: librarian release pull request: 20260316T210518Z (#2520)

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.8.3
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:160860d189ff1c2f7515638478823712fa5b243e27ccc33a2728669fa1e2ed0c
<details><summary>bigframes: v2.38.0</summary>

##
[v2.38.0](v2.37.0...v2.38.0)
(2026-03-16)

### Features

* Add `bigframes.bigquery.rand()` function (#2501)
([5c43efb](5c43efb7))

* add `df.bigquery` pandas accessor (#2513)
([91b6c24](91b6c245))

* Add str, dt accessors to pd.col Expression objects (#2488)
([ce5de57](ce5de570))

* add bigquery.ml.get_insights function (#2493)
([d29a609](d29a6095))

* use EUC for AI IF, CLASSIFY, and SCORE when connection is not provided
(#2507)
([fe94910](fe94910a))

### Bug Fixes

* handle unsupported types and empty results in describe (#2506)
([2326ad6](2326ad6a))

* no longer automatically use anywidget in the `%%bqsql` magics (#2504)
([43353e2](43353e2b))

### Documentation

* Fix typo in ExperimentOptions class docstring (#2498)
([077cb2e](077cb2eb))

* add notebooks to user guide page (#2505)
([5cf3788](5cf37888))

</details>

v2.37.0

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chore: librarian release pull request: 20260303T181914Z (#2489)

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.8.3
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:160860d189ff1c2f7515638478823712fa5b243e27ccc33a2728669fa1e2ed0c
<details><summary>bigframes: v2.37.0</summary>

##
[v2.37.0](v2.36.0...v2.37.0)
(2026-03-03)

### Features

* Add cloud_function_cpus option to remote_function (#2475)
([4caf74c](4caf74cc))

* add display.render_mode to control DataFrame/Series visualization
(#2413)
([7813eaa](7813eaa6))

* Support pd.col expressions with .loc and getitem (#2473)
([ae5c8b3](ae5c8b32))

* add support for Python 3.14 (#2232)
([c25a6d0](c25a6d01))

* Support pd.col simple aggregates (#2480)
([cb00daa](cb00daab))

* add dt.tz_localize() (#2469)
([f70f93a](f70f93a1))

* Update bigquery.ai.generate_table output_schema to allow Mapping type
(#2463)
([f7fd189](f7fd1895))

### Bug Fixes

* upload local data through write API if nested JSONs detected (#2478)
([01dc5a3](01dc5a34))

* allow IsInOp with same dtypes regardless nullable (#2466)
([1d81b41](1d81b414))

### Documentation

* Add code examples to configuration docstrings (#2352)
([3c21993](3c21993e))

* Move readme content to new User Guide section (#2464)
([61a9484](61a94845))

* add code sample and docstring for bpd.options.experiments.sql_compiler
(#2474)
([867951b](867951bc))

* use direct API for image (#2465)
([8a1a82f](8a1a82f7))

* Fix recall_score doc example (#2477)
([a6f499c](a6f499c1))

* Skip inherited methods, use autosummary only for big classes (#2470)
([a951249](a9512498))

* add bigframes default connection warning (#2471)
([f1bbba2](f1bbba23))

</details>

release-2489

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chore: librarian release pull request: 20260303T181914Z (#2489)

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.8.3
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:160860d189ff1c2f7515638478823712fa5b243e27ccc33a2728669fa1e2ed0c
<details><summary>bigframes: v2.37.0</summary>

##
[v2.37.0](v2.36.0...v2.37.0)
(2026-03-03)

### Features

* Add cloud_function_cpus option to remote_function (#2475)
([4caf74c](4caf74cc))

* add display.render_mode to control DataFrame/Series visualization
(#2413)
([7813eaa](7813eaa6))

* Support pd.col expressions with .loc and getitem (#2473)
([ae5c8b3](ae5c8b32))

* add support for Python 3.14 (#2232)
([c25a6d0](c25a6d01))

* Support pd.col simple aggregates (#2480)
([cb00daa](cb00daab))

* add dt.tz_localize() (#2469)
([f70f93a](f70f93a1))

* Update bigquery.ai.generate_table output_schema to allow Mapping type
(#2463)
([f7fd189](f7fd1895))

### Bug Fixes

* upload local data through write API if nested JSONs detected (#2478)
([01dc5a3](01dc5a34))

* allow IsInOp with same dtypes regardless nullable (#2466)
([1d81b41](1d81b414))

### Documentation

* Add code examples to configuration docstrings (#2352)
([3c21993](3c21993e))

* Move readme content to new User Guide section (#2464)
([61a9484](61a94845))

* add code sample and docstring for bpd.options.experiments.sql_compiler
(#2474)
([867951b](867951bc))

* use direct API for image (#2465)
([8a1a82f](8a1a82f7))

* Fix recall_score doc example (#2477)
([a6f499c](a6f499c1))

* Skip inherited methods, use autosummary only for big classes (#2470)
([a951249](a9512498))

* add bigframes default connection warning (#2471)
([f1bbba2](f1bbba23))

</details>

v2.36.0

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chore: librarian release pull request: 20260217T233413Z (#2461)

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.7.0
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:1a2a85ab507aea26d787c06cc7979decb117164c81dd78a745982dfda80d4f68
<details><summary>bigframes: 2.36.0</summary>

##
[2.36.0](v2.35.0...v2.36.0)
(2026-02-17)

### Features

* Initial support for biglake iceberg tables (#2409)
([ae35a98](ae35a989))

* add bigquery.ai.generate_table function (#2453)
([b925aa2](b925aa24))

### Documentation

* fix generate_text and generate_table input docs (#2455)
([078bd32](078bd32e))

* update multimodal dataframe notebook to use public APIs (#2456)
([342fa72](342fa723))

* use direct API for pdf chunk and pdf extract (#2452)
([543ce52](543ce52c))

* use direct API for audio transcription (#2447)
([59cbc5d](59cbc5db))

* Add EXIF metadata extraction example to multimodal notebook (#2429)
([84c6f88](84c6f883))

* Update multimodal notebook to use public runtime helpers (#2451)
([e36dd8b](e36dd8b4))

</details>

release-2461

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Verified

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chore: librarian release pull request: 20260217T233413Z (#2461)

PR created by the Librarian CLI to initialize a release. Merging this PR
will auto trigger a release.

Librarian Version: v0.7.0
Language Image:
us-central1-docker.pkg.dev/cloud-sdk-librarian-prod/images-prod/python-librarian-generator@sha256:1a2a85ab507aea26d787c06cc7979decb117164c81dd78a745982dfda80d4f68
<details><summary>bigframes: 2.36.0</summary>

##
[2.36.0](v2.35.0...v2.36.0)
(2026-02-17)

### Features

* Initial support for biglake iceberg tables (#2409)
([ae35a98](ae35a989))

* add bigquery.ai.generate_table function (#2453)
([b925aa2](b925aa24))

### Documentation

* fix generate_text and generate_table input docs (#2455)
([078bd32](078bd32e))

* update multimodal dataframe notebook to use public APIs (#2456)
([342fa72](342fa723))

* use direct API for pdf chunk and pdf extract (#2452)
([543ce52](543ce52c))

* use direct API for audio transcription (#2447)
([59cbc5d](59cbc5db))

* Add EXIF metadata extraction example to multimodal notebook (#2429)
([84c6f88](84c6f883))

* Update multimodal notebook to use public runtime helpers (#2451)
([e36dd8b](e36dd8b4))

</details>