OctoML Python API

OctoML provides a Python SDK which provides an easy-to-use wrapper around the OctoML RPC Interface. These pages provide details on the OctoML Python API. The octomizer module provides a high-level interface to the OctoML Platform, while octoml.octomizer.v1 provides low-level access via the OctoML RPC Interface.

• octomizer
  • octomizer package
    • Subpackages
      • octomizer.models package
    • Submodules
    • octomizer.auth module
      • AuthInterceptor
    • octomizer.client module
      • OCTOMIZER_API_HOST
      • OctomizerClient
    • octomizer.logging_ module
    • octomizer.model module
      • DEFAULT_JOB_POLL_INTERVAL_SECONDS
      • DEFAULT_JOB_TIMEOUT_SECONDS
      • InvalidInputError
      • Model
      • ModelCreationError
    • octomizer.model_inputs module
      • inputs_are_dynamic()
      • inputs_are_valid()
      • inputs_to_input_proto()
    • octomizer.model_variant module
      • AutoTVMOptions
      • AutoschedulerOptions
      • MetascheduleOptions
      • ModelVariant
      • ModelVariantFormat
      • OnnxPackageOptions
      • PackageOptions
      • TVMPackageOptions
      • TensorFlowPackageOptions
      • TorchscriptPackageOptions
    • octomizer.package_type module
      • PackageType
    • octomizer.package_workflow_group module
      • DEFAULT_PACKAGE_WORKFLOW_GROUP_POLL_INTERVAL_SECONDS
      • DEFAULT_PACKAGE_WORKFLOW_GROUP_TIMEOUT_SECONDS
      • PackageWorkflowGroup
      • PackageWorkflowGroupTimeoutError
    • octomizer.project module
      • Project
    • octomizer.user module
      • User
      • UserCreationError
    • octomizer.workflow module
      • DEFAULT_WORKFLOW_POLL_INTERVAL_SECONDS
      • DEFAULT_WORKFLOW_TIMEOUT_SECONDS
      • Workflow
      • WorkflowTimeoutError
    • Module contents