Index

Symbols

--force packflow-create command line option

-f packflow-create command line option

A

archive_file_name() (packflow.loaders.config.PackflowConfig method)

available() (packflow.utils.normalize.base.TypeConversionHandler method)

B

backend_config_model (packflow.backend.base.InferenceBackend attribute)

batch_size (packflow.backend.metrics.ExecutionMetrics attribute)

C

calculate_total_execution_time() (packflow.backend.metrics.ExecutionMetrics method) check_delimiter_collisions() (in module packflow.utils.data) convert() (packflow.utils.normalize.base.TypeConversionHandler method) (packflow.utils.normalize.handlers.NumpyTypeHandler method) (packflow.utils.normalize.handlers.PandasDataFrameHandler method) (packflow.utils.normalize.handlers.PandasSeriesHandler method) (packflow.utils.normalize.handlers.PillowImageHandler method) (packflow.utils.normalize.handlers.TorchScalarHandler method) (packflow.utils.normalize.handlers.TorchTensorHandler method)

create() (packflow.project.PackflowProject class method)

D

description (packflow.loaders.config.PackflowConfig attribute)

E

ensure_native_types() (in module packflow.utils.normalize.normalize) ensure_valid_output() (in module packflow.utils.normalize.normalize) execute (packflow.backend.metrics.ExecutionTimes attribute)

execute() (packflow.backend.base.InferenceBackend method) execution_times (packflow.backend.metrics.ExecutionMetrics attribute) export() (packflow.project.PackflowProject method)

F

feature_names (packflow.backend.configuration.BackendConfig attribute) flatten_dict() (in module packflow.utils.data) flatten_lists (packflow.backend.configuration.BackendConfig attribute)

flatten_nested_inputs (packflow.backend.configuration.BackendConfig attribute) flatten_records() (in module packflow.utils.data) from_project() (packflow.loaders.base.InferenceBackendLoader class method) from_project_path() (packflow.loaders.config.PackflowConfig class method)

G

get_logger() (in module packflow.logger) get_metrics() (packflow.backend.base.InferenceBackend method) get_nested_field() (in module packflow.utils.data)

get_nested_field_direct() (in module packflow.utils.data) get_preprocessor() (in module packflow.backend.preprocessors) get_python_version() (in module packflow.loaders.config)

H

has_packflow_config (packflow.project.PackflowProject property)

I

ignore_delimiter_collisions (packflow.backend.configuration.BackendConfig attribute) inference_backend (packflow.loaders.config.PackflowConfig attribute) inference_backend_parts() (in module packflow.loaders.utils) InferenceBackend (class in packflow.backend.base) InferenceBackendInitializationError InferenceBackendLoader (class in packflow.loaders.base) InferenceBackendLoadError InferenceBackendRuntimeError InferenceBackendValidationError InferenceBackendValidator (class in packflow.backend.validation)

initialize() (packflow.backend.base.InferenceBackend method) input_format (packflow.backend.configuration.BackendConfig attribute) InputFormats (class in packflow.backend.configuration) is_type() (packflow.utils.normalize.base.TypeConversionHandler method) (packflow.utils.normalize.handlers.NumpyTypeHandler method) (packflow.utils.normalize.handlers.PandasDataFrameHandler method) (packflow.utils.normalize.handlers.PandasSeriesHandler method) (packflow.utils.normalize.handlers.PillowImageHandler method) (packflow.utils.normalize.handlers.TorchScalarHandler method) (packflow.utils.normalize.handlers.TorchTensorHandler method)

L

load() (packflow.loaders.base.InferenceBackendLoader method) load_backend_configuration() (in module packflow.backend.configuration) load_backend_module() (packflow.loaders.base.InferenceBackendLoader method) (packflow.loaders.local.LocalLoader method) (packflow.loaders.module.ModuleLoader method)

load_config() (packflow.project.PackflowProject method) load_packflow_config() (in module packflow.loaders.config) loader (packflow.loaders.config.PackflowConfig attribute) LocalLoader (class in packflow.loaders.local)

M

maintainers (packflow.loaders.config.PackflowConfig attribute) module packflow packflow.backend packflow.backend.base packflow.backend.configuration packflow.backend.metrics packflow.backend.preprocessors packflow.backend.validation packflow.cli packflow.constants packflow.exceptions packflow.loaders packflow.loaders.base packflow.loaders.config packflow.loaders.local packflow.loaders.module packflow.loaders.utils packflow.logger packflow.project packflow.utils packflow.utils.data packflow.utils.normalize packflow.utils.normalize.base packflow.utils.normalize.handlers packflow.utils.normalize.normalize

ModuleLoader (class in packflow.loaders.module)

N

name (packflow.loaders.config.PackflowConfig attribute) nested_field_delimiter (packflow.backend.configuration.BackendConfig attribute) normalize_name() (in module packflow.loaders.config)

NUMPY (packflow.backend.configuration.InputFormats attribute) NumpyPreprocessor (class in packflow.backend.preprocessors) NumpyTypeHandler (class in packflow.utils.normalize.handlers)

P

package_name (packflow.utils.normalize.base.TypeConversionHandler property) (packflow.utils.normalize.handlers.NumpyTypeHandler property) (packflow.utils.normalize.handlers.PandasDataFrameHandler property) (packflow.utils.normalize.handlers.PandasSeriesHandler property) (packflow.utils.normalize.handlers.PillowImageHandler property) (packflow.utils.normalize.handlers.TorchScalarHandler property) (packflow.utils.normalize.handlers.TorchTensorHandler property) packflow module packflow-create command line option --force -f PROJECT_NAME packflow-export command line option PROJECT_PATH packflow.backend module packflow.backend.base module packflow.backend.configuration module packflow.backend.metrics module packflow.backend.preprocessors module packflow.backend.validation module packflow.cli module packflow.constants module packflow.exceptions module packflow.loaders module packflow.loaders.base module packflow.loaders.config module packflow.loaders.local module

packflow.loaders.module module packflow.loaders.utils module packflow.logger module packflow.project module packflow.utils module packflow.utils.data module packflow.utils.normalize module packflow.utils.normalize.base module packflow.utils.normalize.handlers module packflow.utils.normalize.normalize module PackflowProject (class in packflow.project) PandasDataFrameHandler (class in packflow.utils.normalize.handlers) PandasSeriesHandler (class in packflow.utils.normalize.handlers) PASSTHROUGH (packflow.backend.configuration.InputFormats attribute) PassthroughPreprocessor (class in packflow.backend.preprocessors) PillowImageHandler (class in packflow.utils.normalize.handlers) preprocess (packflow.backend.metrics.ExecutionTimes attribute) Preprocessor (class in packflow.backend.preprocessors) PreprocessorInitError PreprocessorRuntimeError process() (packflow.backend.preprocessors.NumpyPreprocessor method) (packflow.backend.preprocessors.PassthroughPreprocessor method) (packflow.backend.preprocessors.Preprocessor method) (packflow.backend.preprocessors.RecordsPreprocessor method) PROJECT_NAME packflow-create command line option PROJECT_PATH packflow-export command line option python_version (packflow.loaders.config.PackflowConfig attribute)

R

ready() (packflow.backend.base.InferenceBackend method) RECORDS (packflow.backend.configuration.InputFormats attribute) records_to_ndarray() (in module packflow.utils.data) RecordsPreprocessor (class in packflow.backend.preprocessors) rename_fields (packflow.backend.configuration.BackendConfig attribute)

resolve() (packflow.backend.preprocessors.NumpyPreprocessor method) (packflow.backend.preprocessors.PassthroughPreprocessor method) (packflow.backend.preprocessors.Preprocessor method) (packflow.backend.preprocessors.RecordsPreprocessor method) run() (packflow.backend.validation.InferenceBackendValidator method)

S

set_nested_field_direct() (in module packflow.utils.data)

T

TorchScalarHandler (class in packflow.utils.normalize.handlers) TorchTensorHandler (class in packflow.utils.normalize.handlers) total() (packflow.backend.metrics.ExecutionTimes method)

total_execution_time (packflow.backend.metrics.ExecutionMetrics attribute) transform_inputs (packflow.backend.metrics.ExecutionTimes attribute) transform_outputs (packflow.backend.metrics.ExecutionTimes attribute) TypeConversionHandler (class in packflow.utils.normalize.base)

U

UnknownPreprocessorError

V

validate() (packflow.backend.base.InferenceBackend method)

verbose (packflow.backend.configuration.BackendConfig attribute) version (packflow.loaders.config.PackflowConfig attribute)

W

write_requirements() (packflow.loaders.config.PackflowConfig method)

write_yaml() (packflow.loaders.config.PackflowConfig method)