Class: Google::Cloud::AIPlatform::V1::ReasoningEngineSpec

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/reasoning_engine.rb

Overview

ReasoningEngine configurations

Defined Under Namespace

Classes: DeploymentSpec, PackageSpec, SourceCodeSpec

Instance Attribute Summary collapse

Instance Attribute Details

#agent_framework ⇒ ::String

Returns Optional. The OSS agent framework used to develop the agent. Currently supported values: "google-adk", "langchain", "langgraph", "ag2", "llama-index", "custom".

Returns:

  • (::String) —

    Optional. The OSS agent framework used to develop the agent. Currently supported values: "google-adk", "langchain", "langgraph", "ag2", "llama-index", "custom".



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# File 'proto_docs/google/cloud/aiplatform/v1/reasoning_engine.rb', line 55

class ReasoningEngineSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # User-provided package specification, containing pickled object and package
  # requirements.
  # @!attribute [rw] pickle_object_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the pickled python object.
  # @!attribute [rw] dependency_files_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the dependency files in tar.gz format.
  # @!attribute [rw] requirements_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the `requirements.txt` file
  # @!attribute [rw] python_version
  #   @return [::String]
  #     Optional. The Python version. Supported values
  #     are 3.9, 3.10, 3.11, 3.12, 3.13. If not specified, the default value
  #     is 3.10.
  class PackageSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The specification of a Reasoning Engine deployment.
  # @!attribute [rw] env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::EnvVar>]
  #     Optional. Environment variables to be set with the Reasoning Engine
  #     deployment. The environment variables can be updated through the
  #     UpdateReasoningEngine API.
  # @!attribute [rw] secret_env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SecretEnvVar>]
  #     Optional. Environment variables where the value is a secret in Cloud
  #     Secret Manager.
  #     To use this feature, add 'Secret Manager Secret Accessor' role
  #     (roles/secretmanager.secretAccessor) to AI Platform Reasoning Engine
  #     Service Agent.
  # @!attribute [rw] psc_interface_config
  #   @return [::Google::Cloud::AIPlatform::V1::PscInterfaceConfig]
  #     Optional. Configuration for PSC-I.
  # @!attribute [rw] min_instances
  #   @return [::Integer]
  #     Optional. The minimum number of application instances that will be kept
  #     running at all times. Defaults to 1. Range: [0, 10].
  # @!attribute [rw] max_instances
  #   @return [::Integer]
  #     Optional. The maximum number of application instances that can be
  #     launched to handle increased traffic. Defaults to 100. Range: [1, 1000].
  #
  #     If VPC-SC or PSC-I is enabled, the acceptable range is [1, 100].
  # @!attribute [rw] resource_limits
  #   @return [::Google::Protobuf::Map{::String => ::String}]
  #     Optional. Resource limits for each container. Only 'cpu' and 'memory'
  #     keys are supported. Defaults to \\{"cpu": "4", "memory": "4Gi"}.
  #
  #       * The only supported values for CPU are '1', '2', '4', '6' and '8'. For
  #       more information, go to
  #       https://cloud.google.com/run/docs/configuring/cpu.
  #       * The only supported values for memory are '1Gi', '2Gi', ... '32 Gi'.
  #       * For required cpu on different memory values, go to
  #       https://cloud.google.com/run/docs/configuring/memory-limits
  # @!attribute [rw] container_concurrency
  #   @return [::Integer]
  #     Optional. Concurrency for each container and agent server. Recommended
  #     value: 2 * cpu + 1. Defaults to 9.
  class DeploymentSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] key
    #   @return [::String]
    # @!attribute [rw] value
    #   @return [::String]
    class ResourceLimitsEntry
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Specification for deploying from source code.
  # @!attribute [rw] inline_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::InlineSource]
  #     Source code is provided directly in the request.
  #
  #     Note: The following fields are mutually exclusive: `inline_source`, `developer_connect_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] developer_connect_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectSource]
  #     Source code is in a Git repository managed by Developer Connect.
  #
  #     Note: The following fields are mutually exclusive: `developer_connect_source`, `inline_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] python_spec
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::PythonSpec]
  #     Configuration for a Python application.
  class SourceCodeSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Specifies source code provided as a byte stream.
    # @!attribute [rw] source_archive
    #   @return [::String]
    #     Required. Input only. The application source code archive, provided as
    #     a compressed tarball (.tar.gz) file.
    class InlineSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies the configuration for fetching source code from a Git
    # repository that is managed by Developer Connect. This includes the
    # repository, revision, and directory to use.
    # @!attribute [rw] git_repository_link
    #   @return [::String]
    #     Required. The Developer Connect Git repository link, formatted as
    #     `projects/*/locations/*/connections/*/gitRepositoryLink/*`.
    # @!attribute [rw] dir
    #   @return [::String]
    #     Required. Directory, relative to the source root, in which to run the
    #     build.
    # @!attribute [rw] revision
    #   @return [::String]
    #     Required. The revision to fetch from the Git repository such as a
    #     branch, a tag, a commit SHA, or any Git ref.
    class DeveloperConnectConfig
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies source code to be fetched from a Git repository managed through
    # the Developer Connect service.
    # @!attribute [rw] config
    #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectConfig]
    #     Required. The Developer Connect configuration that defines the
    #     specific repository, revision, and directory to use as the source code
    #     root.
    class DeveloperConnectSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specification for running a Python application from source.
    # @!attribute [rw] version
    #   @return [::String]
    #     Optional. The version of Python to use. Support version
    #     includes 3.9, 3.10, 3.11, 3.12, 3.13.
    #     If not specified, default value is 3.10.
    # @!attribute [rw] entrypoint_module
    #   @return [::String]
    #     Optional. The Python module to load as the entrypoint, specified as a
    #     fully qualified module name. For example: path.to.agent.
    #     If not specified, defaults to "agent".
    #
    #     The project root will be added to Python sys.path, allowing imports
    #     to be specified relative to the root.
    # @!attribute [rw] entrypoint_object
    #   @return [::String]
    #     Optional. The name of the callable object within the
    #     `entrypoint_module` to use as the application If not specified,
    #     defaults to "root_agent".
    # @!attribute [rw] requirements_file
    #   @return [::String]
    #     Optional. The path to the requirements file, relative to the source
    #     root. If not specified, defaults to "requirements.txt".
    class PythonSpec
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#class_methods ⇒ ::Array<::Google::Protobuf::Struct>

Returns Optional. Declarations for object class methods in OpenAPI specification format.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/reasoning_engine.rb', line 55

class ReasoningEngineSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # User-provided package specification, containing pickled object and package
  # requirements.
  # @!attribute [rw] pickle_object_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the pickled python object.
  # @!attribute [rw] dependency_files_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the dependency files in tar.gz format.
  # @!attribute [rw] requirements_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the `requirements.txt` file
  # @!attribute [rw] python_version
  #   @return [::String]
  #     Optional. The Python version. Supported values
  #     are 3.9, 3.10, 3.11, 3.12, 3.13. If not specified, the default value
  #     is 3.10.
  class PackageSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The specification of a Reasoning Engine deployment.
  # @!attribute [rw] env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::EnvVar>]
  #     Optional. Environment variables to be set with the Reasoning Engine
  #     deployment. The environment variables can be updated through the
  #     UpdateReasoningEngine API.
  # @!attribute [rw] secret_env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SecretEnvVar>]
  #     Optional. Environment variables where the value is a secret in Cloud
  #     Secret Manager.
  #     To use this feature, add 'Secret Manager Secret Accessor' role
  #     (roles/secretmanager.secretAccessor) to AI Platform Reasoning Engine
  #     Service Agent.
  # @!attribute [rw] psc_interface_config
  #   @return [::Google::Cloud::AIPlatform::V1::PscInterfaceConfig]
  #     Optional. Configuration for PSC-I.
  # @!attribute [rw] min_instances
  #   @return [::Integer]
  #     Optional. The minimum number of application instances that will be kept
  #     running at all times. Defaults to 1. Range: [0, 10].
  # @!attribute [rw] max_instances
  #   @return [::Integer]
  #     Optional. The maximum number of application instances that can be
  #     launched to handle increased traffic. Defaults to 100. Range: [1, 1000].
  #
  #     If VPC-SC or PSC-I is enabled, the acceptable range is [1, 100].
  # @!attribute [rw] resource_limits
  #   @return [::Google::Protobuf::Map{::String => ::String}]
  #     Optional. Resource limits for each container. Only 'cpu' and 'memory'
  #     keys are supported. Defaults to \\{"cpu": "4", "memory": "4Gi"}.
  #
  #       * The only supported values for CPU are '1', '2', '4', '6' and '8'. For
  #       more information, go to
  #       https://cloud.google.com/run/docs/configuring/cpu.
  #       * The only supported values for memory are '1Gi', '2Gi', ... '32 Gi'.
  #       * For required cpu on different memory values, go to
  #       https://cloud.google.com/run/docs/configuring/memory-limits
  # @!attribute [rw] container_concurrency
  #   @return [::Integer]
  #     Optional. Concurrency for each container and agent server. Recommended
  #     value: 2 * cpu + 1. Defaults to 9.
  class DeploymentSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] key
    #   @return [::String]
    # @!attribute [rw] value
    #   @return [::String]
    class ResourceLimitsEntry
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Specification for deploying from source code.
  # @!attribute [rw] inline_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::InlineSource]
  #     Source code is provided directly in the request.
  #
  #     Note: The following fields are mutually exclusive: `inline_source`, `developer_connect_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] developer_connect_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectSource]
  #     Source code is in a Git repository managed by Developer Connect.
  #
  #     Note: The following fields are mutually exclusive: `developer_connect_source`, `inline_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] python_spec
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::PythonSpec]
  #     Configuration for a Python application.
  class SourceCodeSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Specifies source code provided as a byte stream.
    # @!attribute [rw] source_archive
    #   @return [::String]
    #     Required. Input only. The application source code archive, provided as
    #     a compressed tarball (.tar.gz) file.
    class InlineSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies the configuration for fetching source code from a Git
    # repository that is managed by Developer Connect. This includes the
    # repository, revision, and directory to use.
    # @!attribute [rw] git_repository_link
    #   @return [::String]
    #     Required. The Developer Connect Git repository link, formatted as
    #     `projects/*/locations/*/connections/*/gitRepositoryLink/*`.
    # @!attribute [rw] dir
    #   @return [::String]
    #     Required. Directory, relative to the source root, in which to run the
    #     build.
    # @!attribute [rw] revision
    #   @return [::String]
    #     Required. The revision to fetch from the Git repository such as a
    #     branch, a tag, a commit SHA, or any Git ref.
    class DeveloperConnectConfig
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies source code to be fetched from a Git repository managed through
    # the Developer Connect service.
    # @!attribute [rw] config
    #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectConfig]
    #     Required. The Developer Connect configuration that defines the
    #     specific repository, revision, and directory to use as the source code
    #     root.
    class DeveloperConnectSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specification for running a Python application from source.
    # @!attribute [rw] version
    #   @return [::String]
    #     Optional. The version of Python to use. Support version
    #     includes 3.9, 3.10, 3.11, 3.12, 3.13.
    #     If not specified, default value is 3.10.
    # @!attribute [rw] entrypoint_module
    #   @return [::String]
    #     Optional. The Python module to load as the entrypoint, specified as a
    #     fully qualified module name. For example: path.to.agent.
    #     If not specified, defaults to "agent".
    #
    #     The project root will be added to Python sys.path, allowing imports
    #     to be specified relative to the root.
    # @!attribute [rw] entrypoint_object
    #   @return [::String]
    #     Optional. The name of the callable object within the
    #     `entrypoint_module` to use as the application If not specified,
    #     defaults to "root_agent".
    # @!attribute [rw] requirements_file
    #   @return [::String]
    #     Optional. The path to the requirements file, relative to the source
    #     root. If not specified, defaults to "requirements.txt".
    class PythonSpec
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#deployment_spec ⇒ ::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::DeploymentSpec

Returns Optional. The specification of a Reasoning Engine deployment.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/reasoning_engine.rb', line 55

class ReasoningEngineSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # User-provided package specification, containing pickled object and package
  # requirements.
  # @!attribute [rw] pickle_object_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the pickled python object.
  # @!attribute [rw] dependency_files_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the dependency files in tar.gz format.
  # @!attribute [rw] requirements_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the `requirements.txt` file
  # @!attribute [rw] python_version
  #   @return [::String]
  #     Optional. The Python version. Supported values
  #     are 3.9, 3.10, 3.11, 3.12, 3.13. If not specified, the default value
  #     is 3.10.
  class PackageSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The specification of a Reasoning Engine deployment.
  # @!attribute [rw] env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::EnvVar>]
  #     Optional. Environment variables to be set with the Reasoning Engine
  #     deployment. The environment variables can be updated through the
  #     UpdateReasoningEngine API.
  # @!attribute [rw] secret_env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SecretEnvVar>]
  #     Optional. Environment variables where the value is a secret in Cloud
  #     Secret Manager.
  #     To use this feature, add 'Secret Manager Secret Accessor' role
  #     (roles/secretmanager.secretAccessor) to AI Platform Reasoning Engine
  #     Service Agent.
  # @!attribute [rw] psc_interface_config
  #   @return [::Google::Cloud::AIPlatform::V1::PscInterfaceConfig]
  #     Optional. Configuration for PSC-I.
  # @!attribute [rw] min_instances
  #   @return [::Integer]
  #     Optional. The minimum number of application instances that will be kept
  #     running at all times. Defaults to 1. Range: [0, 10].
  # @!attribute [rw] max_instances
  #   @return [::Integer]
  #     Optional. The maximum number of application instances that can be
  #     launched to handle increased traffic. Defaults to 100. Range: [1, 1000].
  #
  #     If VPC-SC or PSC-I is enabled, the acceptable range is [1, 100].
  # @!attribute [rw] resource_limits
  #   @return [::Google::Protobuf::Map{::String => ::String}]
  #     Optional. Resource limits for each container. Only 'cpu' and 'memory'
  #     keys are supported. Defaults to \\{"cpu": "4", "memory": "4Gi"}.
  #
  #       * The only supported values for CPU are '1', '2', '4', '6' and '8'. For
  #       more information, go to
  #       https://cloud.google.com/run/docs/configuring/cpu.
  #       * The only supported values for memory are '1Gi', '2Gi', ... '32 Gi'.
  #       * For required cpu on different memory values, go to
  #       https://cloud.google.com/run/docs/configuring/memory-limits
  # @!attribute [rw] container_concurrency
  #   @return [::Integer]
  #     Optional. Concurrency for each container and agent server. Recommended
  #     value: 2 * cpu + 1. Defaults to 9.
  class DeploymentSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] key
    #   @return [::String]
    # @!attribute [rw] value
    #   @return [::String]
    class ResourceLimitsEntry
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Specification for deploying from source code.
  # @!attribute [rw] inline_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::InlineSource]
  #     Source code is provided directly in the request.
  #
  #     Note: The following fields are mutually exclusive: `inline_source`, `developer_connect_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] developer_connect_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectSource]
  #     Source code is in a Git repository managed by Developer Connect.
  #
  #     Note: The following fields are mutually exclusive: `developer_connect_source`, `inline_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] python_spec
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::PythonSpec]
  #     Configuration for a Python application.
  class SourceCodeSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Specifies source code provided as a byte stream.
    # @!attribute [rw] source_archive
    #   @return [::String]
    #     Required. Input only. The application source code archive, provided as
    #     a compressed tarball (.tar.gz) file.
    class InlineSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies the configuration for fetching source code from a Git
    # repository that is managed by Developer Connect. This includes the
    # repository, revision, and directory to use.
    # @!attribute [rw] git_repository_link
    #   @return [::String]
    #     Required. The Developer Connect Git repository link, formatted as
    #     `projects/*/locations/*/connections/*/gitRepositoryLink/*`.
    # @!attribute [rw] dir
    #   @return [::String]
    #     Required. Directory, relative to the source root, in which to run the
    #     build.
    # @!attribute [rw] revision
    #   @return [::String]
    #     Required. The revision to fetch from the Git repository such as a
    #     branch, a tag, a commit SHA, or any Git ref.
    class DeveloperConnectConfig
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies source code to be fetched from a Git repository managed through
    # the Developer Connect service.
    # @!attribute [rw] config
    #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectConfig]
    #     Required. The Developer Connect configuration that defines the
    #     specific repository, revision, and directory to use as the source code
    #     root.
    class DeveloperConnectSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specification for running a Python application from source.
    # @!attribute [rw] version
    #   @return [::String]
    #     Optional. The version of Python to use. Support version
    #     includes 3.9, 3.10, 3.11, 3.12, 3.13.
    #     If not specified, default value is 3.10.
    # @!attribute [rw] entrypoint_module
    #   @return [::String]
    #     Optional. The Python module to load as the entrypoint, specified as a
    #     fully qualified module name. For example: path.to.agent.
    #     If not specified, defaults to "agent".
    #
    #     The project root will be added to Python sys.path, allowing imports
    #     to be specified relative to the root.
    # @!attribute [rw] entrypoint_object
    #   @return [::String]
    #     Optional. The name of the callable object within the
    #     `entrypoint_module` to use as the application If not specified,
    #     defaults to "root_agent".
    # @!attribute [rw] requirements_file
    #   @return [::String]
    #     Optional. The path to the requirements file, relative to the source
    #     root. If not specified, defaults to "requirements.txt".
    class PythonSpec
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#package_spec ⇒ ::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::PackageSpec

Returns Optional. User provided package spec of the ReasoningEngine. Ignored when users directly specify a deployment image through deployment_spec.first_party_image_override, but keeping the field_behavior to avoid introducing breaking changes. The deployment_source field should not be set if package_spec is specified.

Returns:

  • (::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::PackageSpec) —

    Optional. User provided package spec of the ReasoningEngine. Ignored when users directly specify a deployment image through deployment_spec.first_party_image_override, but keeping the field_behavior to avoid introducing breaking changes. The deployment_source field should not be set if package_spec is specified.



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# File 'proto_docs/google/cloud/aiplatform/v1/reasoning_engine.rb', line 55

class ReasoningEngineSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # User-provided package specification, containing pickled object and package
  # requirements.
  # @!attribute [rw] pickle_object_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the pickled python object.
  # @!attribute [rw] dependency_files_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the dependency files in tar.gz format.
  # @!attribute [rw] requirements_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the `requirements.txt` file
  # @!attribute [rw] python_version
  #   @return [::String]
  #     Optional. The Python version. Supported values
  #     are 3.9, 3.10, 3.11, 3.12, 3.13. If not specified, the default value
  #     is 3.10.
  class PackageSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The specification of a Reasoning Engine deployment.
  # @!attribute [rw] env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::EnvVar>]
  #     Optional. Environment variables to be set with the Reasoning Engine
  #     deployment. The environment variables can be updated through the
  #     UpdateReasoningEngine API.
  # @!attribute [rw] secret_env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SecretEnvVar>]
  #     Optional. Environment variables where the value is a secret in Cloud
  #     Secret Manager.
  #     To use this feature, add 'Secret Manager Secret Accessor' role
  #     (roles/secretmanager.secretAccessor) to AI Platform Reasoning Engine
  #     Service Agent.
  # @!attribute [rw] psc_interface_config
  #   @return [::Google::Cloud::AIPlatform::V1::PscInterfaceConfig]
  #     Optional. Configuration for PSC-I.
  # @!attribute [rw] min_instances
  #   @return [::Integer]
  #     Optional. The minimum number of application instances that will be kept
  #     running at all times. Defaults to 1. Range: [0, 10].
  # @!attribute [rw] max_instances
  #   @return [::Integer]
  #     Optional. The maximum number of application instances that can be
  #     launched to handle increased traffic. Defaults to 100. Range: [1, 1000].
  #
  #     If VPC-SC or PSC-I is enabled, the acceptable range is [1, 100].
  # @!attribute [rw] resource_limits
  #   @return [::Google::Protobuf::Map{::String => ::String}]
  #     Optional. Resource limits for each container. Only 'cpu' and 'memory'
  #     keys are supported. Defaults to \\{"cpu": "4", "memory": "4Gi"}.
  #
  #       * The only supported values for CPU are '1', '2', '4', '6' and '8'. For
  #       more information, go to
  #       https://cloud.google.com/run/docs/configuring/cpu.
  #       * The only supported values for memory are '1Gi', '2Gi', ... '32 Gi'.
  #       * For required cpu on different memory values, go to
  #       https://cloud.google.com/run/docs/configuring/memory-limits
  # @!attribute [rw] container_concurrency
  #   @return [::Integer]
  #     Optional. Concurrency for each container and agent server. Recommended
  #     value: 2 * cpu + 1. Defaults to 9.
  class DeploymentSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] key
    #   @return [::String]
    # @!attribute [rw] value
    #   @return [::String]
    class ResourceLimitsEntry
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Specification for deploying from source code.
  # @!attribute [rw] inline_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::InlineSource]
  #     Source code is provided directly in the request.
  #
  #     Note: The following fields are mutually exclusive: `inline_source`, `developer_connect_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] developer_connect_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectSource]
  #     Source code is in a Git repository managed by Developer Connect.
  #
  #     Note: The following fields are mutually exclusive: `developer_connect_source`, `inline_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] python_spec
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::PythonSpec]
  #     Configuration for a Python application.
  class SourceCodeSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Specifies source code provided as a byte stream.
    # @!attribute [rw] source_archive
    #   @return [::String]
    #     Required. Input only. The application source code archive, provided as
    #     a compressed tarball (.tar.gz) file.
    class InlineSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies the configuration for fetching source code from a Git
    # repository that is managed by Developer Connect. This includes the
    # repository, revision, and directory to use.
    # @!attribute [rw] git_repository_link
    #   @return [::String]
    #     Required. The Developer Connect Git repository link, formatted as
    #     `projects/*/locations/*/connections/*/gitRepositoryLink/*`.
    # @!attribute [rw] dir
    #   @return [::String]
    #     Required. Directory, relative to the source root, in which to run the
    #     build.
    # @!attribute [rw] revision
    #   @return [::String]
    #     Required. The revision to fetch from the Git repository such as a
    #     branch, a tag, a commit SHA, or any Git ref.
    class DeveloperConnectConfig
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies source code to be fetched from a Git repository managed through
    # the Developer Connect service.
    # @!attribute [rw] config
    #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectConfig]
    #     Required. The Developer Connect configuration that defines the
    #     specific repository, revision, and directory to use as the source code
    #     root.
    class DeveloperConnectSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specification for running a Python application from source.
    # @!attribute [rw] version
    #   @return [::String]
    #     Optional. The version of Python to use. Support version
    #     includes 3.9, 3.10, 3.11, 3.12, 3.13.
    #     If not specified, default value is 3.10.
    # @!attribute [rw] entrypoint_module
    #   @return [::String]
    #     Optional. The Python module to load as the entrypoint, specified as a
    #     fully qualified module name. For example: path.to.agent.
    #     If not specified, defaults to "agent".
    #
    #     The project root will be added to Python sys.path, allowing imports
    #     to be specified relative to the root.
    # @!attribute [rw] entrypoint_object
    #   @return [::String]
    #     Optional. The name of the callable object within the
    #     `entrypoint_module` to use as the application If not specified,
    #     defaults to "root_agent".
    # @!attribute [rw] requirements_file
    #   @return [::String]
    #     Optional. The path to the requirements file, relative to the source
    #     root. If not specified, defaults to "requirements.txt".
    class PythonSpec
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#service_account ⇒ ::String

Returns Optional. The service account that the Reasoning Engine artifact runs as. It should have "roles/storage.objectViewer" for reading the user project's Cloud Storage and "roles/aiplatform.user" for using Vertex extensions. If not specified, the Vertex AI Reasoning Engine Service Agent in the project will be used.

Returns:

  • (::String) —

    Optional. The service account that the Reasoning Engine artifact runs as. It should have "roles/storage.objectViewer" for reading the user project's Cloud Storage and "roles/aiplatform.user" for using Vertex extensions. If not specified, the Vertex AI Reasoning Engine Service Agent in the project will be used.



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# File 'proto_docs/google/cloud/aiplatform/v1/reasoning_engine.rb', line 55

class ReasoningEngineSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # User-provided package specification, containing pickled object and package
  # requirements.
  # @!attribute [rw] pickle_object_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the pickled python object.
  # @!attribute [rw] dependency_files_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the dependency files in tar.gz format.
  # @!attribute [rw] requirements_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the `requirements.txt` file
  # @!attribute [rw] python_version
  #   @return [::String]
  #     Optional. The Python version. Supported values
  #     are 3.9, 3.10, 3.11, 3.12, 3.13. If not specified, the default value
  #     is 3.10.
  class PackageSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The specification of a Reasoning Engine deployment.
  # @!attribute [rw] env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::EnvVar>]
  #     Optional. Environment variables to be set with the Reasoning Engine
  #     deployment. The environment variables can be updated through the
  #     UpdateReasoningEngine API.
  # @!attribute [rw] secret_env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SecretEnvVar>]
  #     Optional. Environment variables where the value is a secret in Cloud
  #     Secret Manager.
  #     To use this feature, add 'Secret Manager Secret Accessor' role
  #     (roles/secretmanager.secretAccessor) to AI Platform Reasoning Engine
  #     Service Agent.
  # @!attribute [rw] psc_interface_config
  #   @return [::Google::Cloud::AIPlatform::V1::PscInterfaceConfig]
  #     Optional. Configuration for PSC-I.
  # @!attribute [rw] min_instances
  #   @return [::Integer]
  #     Optional. The minimum number of application instances that will be kept
  #     running at all times. Defaults to 1. Range: [0, 10].
  # @!attribute [rw] max_instances
  #   @return [::Integer]
  #     Optional. The maximum number of application instances that can be
  #     launched to handle increased traffic. Defaults to 100. Range: [1, 1000].
  #
  #     If VPC-SC or PSC-I is enabled, the acceptable range is [1, 100].
  # @!attribute [rw] resource_limits
  #   @return [::Google::Protobuf::Map{::String => ::String}]
  #     Optional. Resource limits for each container. Only 'cpu' and 'memory'
  #     keys are supported. Defaults to \\{"cpu": "4", "memory": "4Gi"}.
  #
  #       * The only supported values for CPU are '1', '2', '4', '6' and '8'. For
  #       more information, go to
  #       https://cloud.google.com/run/docs/configuring/cpu.
  #       * The only supported values for memory are '1Gi', '2Gi', ... '32 Gi'.
  #       * For required cpu on different memory values, go to
  #       https://cloud.google.com/run/docs/configuring/memory-limits
  # @!attribute [rw] container_concurrency
  #   @return [::Integer]
  #     Optional. Concurrency for each container and agent server. Recommended
  #     value: 2 * cpu + 1. Defaults to 9.
  class DeploymentSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] key
    #   @return [::String]
    # @!attribute [rw] value
    #   @return [::String]
    class ResourceLimitsEntry
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Specification for deploying from source code.
  # @!attribute [rw] inline_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::InlineSource]
  #     Source code is provided directly in the request.
  #
  #     Note: The following fields are mutually exclusive: `inline_source`, `developer_connect_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] developer_connect_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectSource]
  #     Source code is in a Git repository managed by Developer Connect.
  #
  #     Note: The following fields are mutually exclusive: `developer_connect_source`, `inline_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] python_spec
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::PythonSpec]
  #     Configuration for a Python application.
  class SourceCodeSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Specifies source code provided as a byte stream.
    # @!attribute [rw] source_archive
    #   @return [::String]
    #     Required. Input only. The application source code archive, provided as
    #     a compressed tarball (.tar.gz) file.
    class InlineSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies the configuration for fetching source code from a Git
    # repository that is managed by Developer Connect. This includes the
    # repository, revision, and directory to use.
    # @!attribute [rw] git_repository_link
    #   @return [::String]
    #     Required. The Developer Connect Git repository link, formatted as
    #     `projects/*/locations/*/connections/*/gitRepositoryLink/*`.
    # @!attribute [rw] dir
    #   @return [::String]
    #     Required. Directory, relative to the source root, in which to run the
    #     build.
    # @!attribute [rw] revision
    #   @return [::String]
    #     Required. The revision to fetch from the Git repository such as a
    #     branch, a tag, a commit SHA, or any Git ref.
    class DeveloperConnectConfig
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies source code to be fetched from a Git repository managed through
    # the Developer Connect service.
    # @!attribute [rw] config
    #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectConfig]
    #     Required. The Developer Connect configuration that defines the
    #     specific repository, revision, and directory to use as the source code
    #     root.
    class DeveloperConnectSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specification for running a Python application from source.
    # @!attribute [rw] version
    #   @return [::String]
    #     Optional. The version of Python to use. Support version
    #     includes 3.9, 3.10, 3.11, 3.12, 3.13.
    #     If not specified, default value is 3.10.
    # @!attribute [rw] entrypoint_module
    #   @return [::String]
    #     Optional. The Python module to load as the entrypoint, specified as a
    #     fully qualified module name. For example: path.to.agent.
    #     If not specified, defaults to "agent".
    #
    #     The project root will be added to Python sys.path, allowing imports
    #     to be specified relative to the root.
    # @!attribute [rw] entrypoint_object
    #   @return [::String]
    #     Optional. The name of the callable object within the
    #     `entrypoint_module` to use as the application If not specified,
    #     defaults to "root_agent".
    # @!attribute [rw] requirements_file
    #   @return [::String]
    #     Optional. The path to the requirements file, relative to the source
    #     root. If not specified, defaults to "requirements.txt".
    class PythonSpec
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end

#source_code_spec ⇒ ::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec

Returns Deploy from source code files with a defined entrypoint.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/reasoning_engine.rb', line 55

class ReasoningEngineSpec
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # User-provided package specification, containing pickled object and package
  # requirements.
  # @!attribute [rw] pickle_object_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the pickled python object.
  # @!attribute [rw] dependency_files_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the dependency files in tar.gz format.
  # @!attribute [rw] requirements_gcs_uri
  #   @return [::String]
  #     Optional. The Cloud Storage URI of the `requirements.txt` file
  # @!attribute [rw] python_version
  #   @return [::String]
  #     Optional. The Python version. Supported values
  #     are 3.9, 3.10, 3.11, 3.12, 3.13. If not specified, the default value
  #     is 3.10.
  class PackageSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The specification of a Reasoning Engine deployment.
  # @!attribute [rw] env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::EnvVar>]
  #     Optional. Environment variables to be set with the Reasoning Engine
  #     deployment. The environment variables can be updated through the
  #     UpdateReasoningEngine API.
  # @!attribute [rw] secret_env
  #   @return [::Array<::Google::Cloud::AIPlatform::V1::SecretEnvVar>]
  #     Optional. Environment variables where the value is a secret in Cloud
  #     Secret Manager.
  #     To use this feature, add 'Secret Manager Secret Accessor' role
  #     (roles/secretmanager.secretAccessor) to AI Platform Reasoning Engine
  #     Service Agent.
  # @!attribute [rw] psc_interface_config
  #   @return [::Google::Cloud::AIPlatform::V1::PscInterfaceConfig]
  #     Optional. Configuration for PSC-I.
  # @!attribute [rw] min_instances
  #   @return [::Integer]
  #     Optional. The minimum number of application instances that will be kept
  #     running at all times. Defaults to 1. Range: [0, 10].
  # @!attribute [rw] max_instances
  #   @return [::Integer]
  #     Optional. The maximum number of application instances that can be
  #     launched to handle increased traffic. Defaults to 100. Range: [1, 1000].
  #
  #     If VPC-SC or PSC-I is enabled, the acceptable range is [1, 100].
  # @!attribute [rw] resource_limits
  #   @return [::Google::Protobuf::Map{::String => ::String}]
  #     Optional. Resource limits for each container. Only 'cpu' and 'memory'
  #     keys are supported. Defaults to \\{"cpu": "4", "memory": "4Gi"}.
  #
  #       * The only supported values for CPU are '1', '2', '4', '6' and '8'. For
  #       more information, go to
  #       https://cloud.google.com/run/docs/configuring/cpu.
  #       * The only supported values for memory are '1Gi', '2Gi', ... '32 Gi'.
  #       * For required cpu on different memory values, go to
  #       https://cloud.google.com/run/docs/configuring/memory-limits
  # @!attribute [rw] container_concurrency
  #   @return [::Integer]
  #     Optional. Concurrency for each container and agent server. Recommended
  #     value: 2 * cpu + 1. Defaults to 9.
  class DeploymentSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # @!attribute [rw] key
    #   @return [::String]
    # @!attribute [rw] value
    #   @return [::String]
    class ResourceLimitsEntry
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # Specification for deploying from source code.
  # @!attribute [rw] inline_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::InlineSource]
  #     Source code is provided directly in the request.
  #
  #     Note: The following fields are mutually exclusive: `inline_source`, `developer_connect_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] developer_connect_source
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectSource]
  #     Source code is in a Git repository managed by Developer Connect.
  #
  #     Note: The following fields are mutually exclusive: `developer_connect_source`, `inline_source`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] python_spec
  #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::PythonSpec]
  #     Configuration for a Python application.
  class SourceCodeSpec
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Specifies source code provided as a byte stream.
    # @!attribute [rw] source_archive
    #   @return [::String]
    #     Required. Input only. The application source code archive, provided as
    #     a compressed tarball (.tar.gz) file.
    class InlineSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies the configuration for fetching source code from a Git
    # repository that is managed by Developer Connect. This includes the
    # repository, revision, and directory to use.
    # @!attribute [rw] git_repository_link
    #   @return [::String]
    #     Required. The Developer Connect Git repository link, formatted as
    #     `projects/*/locations/*/connections/*/gitRepositoryLink/*`.
    # @!attribute [rw] dir
    #   @return [::String]
    #     Required. Directory, relative to the source root, in which to run the
    #     build.
    # @!attribute [rw] revision
    #   @return [::String]
    #     Required. The revision to fetch from the Git repository such as a
    #     branch, a tag, a commit SHA, or any Git ref.
    class DeveloperConnectConfig
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specifies source code to be fetched from a Git repository managed through
    # the Developer Connect service.
    # @!attribute [rw] config
    #   @return [::Google::Cloud::AIPlatform::V1::ReasoningEngineSpec::SourceCodeSpec::DeveloperConnectConfig]
    #     Required. The Developer Connect configuration that defines the
    #     specific repository, revision, and directory to use as the source code
    #     root.
    class DeveloperConnectSource
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Specification for running a Python application from source.
    # @!attribute [rw] version
    #   @return [::String]
    #     Optional. The version of Python to use. Support version
    #     includes 3.9, 3.10, 3.11, 3.12, 3.13.
    #     If not specified, default value is 3.10.
    # @!attribute [rw] entrypoint_module
    #   @return [::String]
    #     Optional. The Python module to load as the entrypoint, specified as a
    #     fully qualified module name. For example: path.to.agent.
    #     If not specified, defaults to "agent".
    #
    #     The project root will be added to Python sys.path, allowing imports
    #     to be specified relative to the root.
    # @!attribute [rw] entrypoint_object
    #   @return [::String]
    #     Optional. The name of the callable object within the
    #     `entrypoint_module` to use as the application If not specified,
    #     defaults to "root_agent".
    # @!attribute [rw] requirements_file
    #   @return [::String]
    #     Optional. The path to the requirements file, relative to the source
    #     root. If not specified, defaults to "requirements.txt".
    class PythonSpec
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end
end