packflow package

Subpackages

• packflow.backend package
  • Submodules
  • packflow.backend.base module
    • InferenceBackend
      • InferenceBackend.backend_config_model
      • InferenceBackend.execute()
      • InferenceBackend.get_metrics()
      • InferenceBackend.initialize()
      • InferenceBackend.ready()
      • InferenceBackend.validate()
  • packflow.backend.configuration module
    • BackendConfig
      • BackendConfig.feature_names
      • BackendConfig.flatten_lists
      • BackendConfig.flatten_nested_inputs
      • BackendConfig.ignore_delimiter_collisions
      • BackendConfig.input_format
      • BackendConfig.nested_field_delimiter
      • BackendConfig.rename_fields
      • BackendConfig.verbose
    • InputFormats
      • InputFormats.NUMPY
      • InputFormats.PASSTHROUGH
      • InputFormats.RECORDS
    • load_backend_configuration()
  • packflow.backend.metrics module
    • ExecutionMetrics
      • ExecutionMetrics.batch_size
      • ExecutionMetrics.execution_times
      • ExecutionMetrics.total_execution_time
      • ExecutionMetrics.calculate_total_execution_time
    • ExecutionTimes
      • ExecutionTimes.execute
      • ExecutionTimes.preprocess
      • ExecutionTimes.transform_inputs
      • ExecutionTimes.transform_outputs
      • ExecutionTimes.total()
  • packflow.backend.preprocessors module
    • NumpyPreprocessor
      • NumpyPreprocessor.process()
      • NumpyPreprocessor.resolve()
    • PassthroughPreprocessor
      • PassthroughPreprocessor.process()
      • PassthroughPreprocessor.resolve()
    • Preprocessor
      • Preprocessor.process()
      • Preprocessor.resolve()
    • RecordsPreprocessor
      • RecordsPreprocessor.process()
      • RecordsPreprocessor.resolve()
    • get_preprocessor()
  • packflow.backend.validation module
    • InferenceBackendValidator
      • InferenceBackendValidator.run()
  • Module contents
• packflow.loaders package
  • Submodules
  • packflow.loaders.base module
    • InferenceBackendLoader
      • InferenceBackendLoader.from_project()
      • InferenceBackendLoader.load()
      • InferenceBackendLoader.load_backend_module()
  • packflow.loaders.config module
    • PackflowConfig
      • PackflowConfig.description
      • PackflowConfig.inference_backend
      • PackflowConfig.loader
      • PackflowConfig.maintainers
      • PackflowConfig.name
      • PackflowConfig.python_version
      • PackflowConfig.version
      • PackflowConfig.archive_file_name()
      • PackflowConfig.from_project_path()
      • PackflowConfig.write_requirements()
      • PackflowConfig.write_yaml()
    • get_python_version()
    • load_packflow_config()
    • normalize_name()
  • packflow.loaders.local module
    • LocalLoader
      • LocalLoader.load_backend_module()
  • packflow.loaders.module module
    • ModuleLoader
      • ModuleLoader.load_backend_module()
  • packflow.loaders.utils module
    • inference_backend_parts()
  • Module contents
• packflow.utils package
  • Subpackages
    • packflow.utils.normalize package
      • Submodules
      • packflow.utils.normalize.base module
      • packflow.utils.normalize.handlers module
      • packflow.utils.normalize.normalize module
      • Module contents
  • Submodules
  • packflow.utils.data module
    • check_delimiter_collisions()
    • flatten_dict()
    • flatten_records()
    • get_nested_field()
    • get_nested_field_direct()
    • records_to_ndarray()
    • set_nested_field_direct()
  • Module contents

Submodules

packflow.cli module

packflow.constants module

packflow.exceptions module

exception packflow.exceptions.InferenceBackendInitializationError

Bases: Exception

exception packflow.exceptions.InferenceBackendLoadError

Bases: Exception

exception packflow.exceptions.InferenceBackendRuntimeError

Bases: Exception

exception packflow.exceptions.InferenceBackendValidationError

Bases: Exception

exception packflow.exceptions.PreprocessorInitError

Bases: Exception

exception packflow.exceptions.PreprocessorRuntimeError

Bases: Exception

exception packflow.exceptions.UnknownPreprocessorError

Bases: Exception

packflow.logger module

packflow.logger.get_logger()

packflow.project module

class packflow.project.PackflowProject(base_dir)

Bases: object

classmethod create(project_name, force=False, template='minimal')

Create a new project and then return the PackflowProject controller for the new project

export(output_directory='.')

Save the loaded project as a package.zip with schema {name}-{version}-pkg.zip

Return type:

Path

property has_packflow_config

load_config()

Module contents