tempo.seldon package¶
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class
tempo.seldon.SeldonDeployRuntime¶ Bases:
tempo.serve.base.Runtime-
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-
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-
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-
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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