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Deploy GraphFlow model to Vertex AI. - #201

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test_974667259
Oct 2, 2026
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copybara-service[bot] merged 1 commit into
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test_974667259

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Deploy GraphFlow model to Vertex AI.

Adds to_vertex_ai function in dgf.deploy to deploy GraphFlow GNN models to Vertex AI Endpoints, including idempotent model registry versioning, GCS artifact verification, and zero-downtime hardware scaling.
Also adds extract_metadata_for_serving_function_signature and extract_prediction_schema_for_serving to NodePredictionModel to generate Spanner TRAVERSE_GRAPH compatible signature JSON.

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google-cla Bot commented Sep 16, 2026

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copybara-service Bot force-pushed the test_974667259 branch 2 times, most recently from a82a80d to de1a344 Compare September 18, 2026 07:05
Adds `to_vertex_ai` function in `dgf.deploy` to deploy GraphFlow GNN models to Vertex AI Endpoints, including idempotent model registry versioning, GCS artifact verification, and zero-downtime hardware scaling.
Also adds `extract_metadata_for_serving_function_signature` and `extract_prediction_schema_for_serving` to `NodePredictionModel` to generate Spanner TRAVERSE_GRAPH compatible signature JSON.

PiperOrigin-RevId: 992473817
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copybara-service Bot merged commit 3f02c39 into main Oct 2, 2026
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copybara-service Bot deleted the test_974667259 branch October 2, 2026 19:29
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