tempo.seldon package¶
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class
tempo.seldon.
SeldonDeployRuntime
¶ Bases:
tempo.serve.base.Runtime
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authenticate
(settings: tempo.serve.metadata.EnterpriseRuntimeOptions)¶
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deploy_spec
(model_spec: tempo.serve.base.ModelSpec)¶
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get_endpoint_spec
(model_spec: tempo.serve.base.ModelSpec)¶
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get_headers
(model_spec: tempo.serve.base.ModelSpec) → Dict[str, str]¶
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list_models
() → Sequence[tempo.serve.base.ClientModel]¶
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to_k8s_yaml_spec
(model_spec: tempo.serve.base.ModelSpec) → str¶
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undeploy_spec
(model_spec: tempo.serve.base.ModelSpec)¶
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wait_ready_spec
(model_spec: tempo.serve.base.ModelSpec, timeout_secs=None) → bool¶
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class
tempo.seldon.
SeldonDockerRuntime
(runtime_options: Optional[tempo.serve.metadata.DockerOptions] = None)¶ Bases:
tempo.serve.base.Runtime
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deploy_spec
(model_details: tempo.serve.base.ModelSpec)¶
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get_endpoint_spec
(model_spec: tempo.serve.base.ModelSpec) → str¶
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list_models
() → Sequence[tempo.serve.base.ClientModel]¶
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to_k8s_yaml_spec
(model_spec: tempo.serve.base.ModelSpec) → str¶
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undeploy_spec
(model_spec: tempo.serve.base.ModelSpec)¶
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wait_ready_spec
(model_spec: tempo.serve.base.ModelSpec, timeout_secs=None) → bool¶
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class
tempo.seldon.
SeldonKubernetesRuntime
(runtime_options: Optional[tempo.serve.metadata.KubernetesRuntimeOptions] = None)¶ Bases:
tempo.serve.base.Runtime
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deploy_spec
(model_spec: tempo.serve.base.ModelSpec)¶
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get_endpoint_spec
(model_spec: tempo.serve.base.ModelSpec) → str¶
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list_models
(namespace: Optional[str] = None) → Sequence[tempo.serve.base.ClientModel]¶
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to_k8s_yaml_spec
(model_spec: tempo.serve.base.ModelSpec) → str¶
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undeploy_spec
(model_spec: tempo.serve.base.ModelSpec)¶
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wait_ready_spec
(model_spec: tempo.serve.base.ModelSpec, timeout_secs=None) → bool¶
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class
tempo.seldon.
SeldonProtocol
¶ Bases:
tempo.serve.protocol.Protocol
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from_protocol_request
(res: dict, tys: tempo.serve.metadata.ModelDataArgs) → Union[dict, numpy.ndarray]¶
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from_protocol_response
(res: Dict, tys: tempo.serve.metadata.ModelDataArgs) → Any¶
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get_predict_path
(model_details: tempo.serve.metadata.ModelDetails)¶
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get_status_path
(model_details: tempo.serve.metadata.ModelDetails) → str¶
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to_protocol_request
(*args, **kwargs) → Dict¶
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to_protocol_response
(model_details: tempo.serve.metadata.ModelDetails, *args, **kwargs) → Dict¶
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