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docs: use direct API for image - #2465
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Line #7. # df = bpd.read_gbq_object_table("", name="blob_col")
this can remove too.
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Line #2. display_blob(df_image[df_image["author"] == "alice"]["image"])
We still keep preview in _repr_html_, don't need this.
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Line #22. try:
Now the functions only serve the purpose as examples. We probably don't want to make them too complex. We can remove those try-catch and retry logics, only keep the core part.
Also we can remove other images functions, maybe just keep one is enough.
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Simplified all transformation functions (image_blur, pdf_extract, etc.) by removing retry logic and try-except blocks, while keeping requests.Session() for connection stability. Removed image_resize and image_normalize to focus on the core example
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Line #13. src_rt: str, dst_rt: str, ext: str, kx: int, ky: int, verbose: bool
lets remove the ext and verbose to keep the function simple. Just use png or jpeg whichever is fine.
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Line #22. session = requests.Session()
session is for retry and timeout, we can remove too to keep the function simple
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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>
This PR updates notebooks/multimodal/multimodal_dataframe.ipynb to demonstrate image modifications using custom BigQuery Python UDFs with the opencv library.
verified at: screen/BfesAowVQWEGsCf
Fixes #<478952827> 🦕