chore(deps): update dependency google-cloud-aiplatform to v2

[renovate-bot]

This PR contains the following updates:

Package	Change	Age	Confidence
google-cloud-aiplatform	>=1.110,<2 → >=2.1,<3

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Release Notes

googleapis/python-aiplatform (google-cloud-aiplatform)

v2.1.0

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Features

• Add execute_bash to the Agent Engine sandbox SDK. (505bd42)
• Allow setting ingress_control_config when creating a SandboxEnvironmentTemplate via the SDK (Python, Java, JS). (2dccde8)
• Expose SandboxEnvironmentTemplateState as a standalone enum class in the Python, Java, and JS SDKs. (a31d2ba)
• Expose STATE_PAUSED, STATE_PAUSING, and STATE_RESUMING values in the SandboxState enum for SandboxEnvironment across Python, Java, and JS SDKs. (ec342d9)

Bug Fixes

• Guard the post-LRO refresh in sandboxes.pause() and sandboxes.resume() on the presence of a resource name in the LRO response. (2c60077)
• Preserve rrf_ranking_alpha=0.0 in MatchingEngineIndexEndpoint hybrid queries (7e1c95a)

Documentation

• Update CHANGELOG.md to mark version 2.0.0 as yanked (75f9361)

v2.0.1

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⚠ BREAKING CHANGES

• agentplatform: agent_engines module renamed to runtimes.
• agentplatform: a2a tasks module is removed.
• agentplatform: sessions and sandboxes moved to top-level modules.
• agentplatform: Removed global initializer dependency. Agent frameworks now read project and location from environment variables.
• agentplatform: runtime templates import changed from agentplatform.agent_engines.templates to agentplatform.frameworks.
• agentplatform: evals.run_inference(agent=...) now accepts types.Runtime instead of types.AgentEngine.
• agentplatform: Migrate Memory Bank methods to client.memory_banks sub-module.

Features

• Add sandboxes.pause() and sandboxes.resume() methods to the Agent Engine sandbox SDK across Python, Java, and JS SDKs. (9b92c88)
• Add Shell Sandbox environment support to the Agent Engine sandbox SDK (8f87082)
• agentplatform: Support client.memory_banks.get (6dfe678)
• agentplatform: Support client.memory_banks.list (6dfe678)
• agentplatform: Support ExampleStores module for few-shot example management (5248240)
• agentplatform: Support Memory Bank configs. (6dfe678)
• Decouple agentplatform from google-cloud-aiplatform and package it as a standalone PyPI package google-cloud-agentplatform. (e0e32c2)
• Expose ingress_control_config field on SandboxEnvironmentTemplate across Python, Java, and JS SDKs. (c08ed98)
• Expose service_attachment field on SandboxEnvironmentConnectionInfo across Python, Java, JS, and Go SDKs. (b781b0e)

Bug Fixes

• Add identity_type and service_account support to Reasoning Engines and Agent Engines. (a8536aa)
• Propagate the underlying API error from AdkApp's synchronous session methods and streaming agent runs (91cc8ce)
• Serve public A2A agent card at /a2a/card on Agent Runtime (85cba30)
• Treat forwarded OAuth access tokens as ephemeral session state (7e95ce6)

v2.0.0

Compare Source

⚠ BREAKING CHANGES

• agentplatform: agent_engines module renamed to runtimes.
• agentplatform: a2a tasks module is removed.
• agentplatform: sessions and sandboxes moved to top-level modules.
• agentplatform: Removed global initializer dependency. Agent frameworks now read project and location from environment variables.
• agentplatform: runtime templates import changed from agentplatform.agent_engines.templates to agentplatform.frameworks.
• agentplatform: evals.run_inference(agent=...) now accepts types.Runtime instead of types.AgentEngine.
• agentplatform: Migrate Memory Bank methods to client.memory_banks sub-module.

Features

• Add sandboxes.pause() and sandboxes.resume() methods to the Agent Engine sandbox SDK across Python, Java, and JS SDKs. (9b92c88)
• Add Shell Sandbox environment support to the Agent Engine sandbox SDK (8f87082)
• agentplatform: Support client.memory_banks.get (6dfe678)
• agentplatform: Support client.memory_banks.list (6dfe678)
• agentplatform: Support ExampleStores module for few-shot example management (5248240)
• agentplatform: Support Memory Bank configs. (6dfe678)
• Decouple agentplatform from google-cloud-aiplatform and package it as a standalone PyPI package google-cloud-agentplatform. (e0e32c2)
• Expose ingress_control_config field on SandboxEnvironmentTemplate across Python, Java, and JS SDKs. (c08ed98)
• Expose service_attachment field on SandboxEnvironmentConnectionInfo across Python, Java, JS, and Go SDKs. (b781b0e)

Bug Fixes

• Add identity_type and service_account support to Reasoning Engines and Agent Engines. (a8536aa)
• Propagate the underlying API error from AdkApp's synchronous session methods and streaming agent runs (91cc8ce)
• Serve public A2A agent card at /a2a/card on Agent Runtime (85cba30)
• Treat forwarded OAuth access tokens as ephemeral session state (7e95ce6)

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[iht]

Closing this PR because upgrading to google-cloud-aiplatform v2 is incompatible with Apache Beam.

Root Cause

apache-beam[gcp]==2.76.0 specifies google-cloud-aiplatform<2.0,>=1.26.0; extra == "gcp". Upgrading google-cloud-aiplatform to >=2.1,<3 causes dependency resolution to fail.

CI Failure Logs

• Python pipelines build:

  ERROR: ResolutionImpossible:
  The conflict is caused by:
      The user requested google-cloud-aiplatform<3 and >=2.1
      apache-beam 2.76.0 depends on google-cloud-aiplatform<2.0 and >=1.26.0; extra == "gcp"
  

• Docker images build:

  ERROR: ResolutionImpossible:
  apache-beam[gcp] 2.76.0 depends on google-cloud-aiplatform<2.0 and >=1.26.0; extra == "gcp"
  

Next Steps

Major version 2 updates for google-cloud-aiplatform cannot be merged until upstream apache-beam supports google-cloud-aiplatform >= 2.0.

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