TelemetryConstants Class

  • Reference

Defines telemetry constants.

Inheritance
builtins.object
TelemetryConstants

Constructor

TelemetryConstants()

Attributes

BATCH_TRAINING 

BATCH_TRAINING = 'BatchTraining'

BATCH_TRAINING_USER_FACING 

BATCH_TRAINING_USER_FACING = 'Training model in batch'

BOOTSTRAP_STEPS 

BOOTSTRAP_STEPS = 'BootstrapSteps'

CDN_DOWNLOAD 

CDN_DOWNLOAD = 'CDNDownload'

COMPONENT_NAME 

COMPONENT_NAME = 'automl'

COMPUTE_CONFIDENCE_METRICS 

COMPUTE_CONFIDENCE_METRICS = 'ComputeConfidenceMetrics'

COMPUTE_METRICS_NAME 

COMPUTE_METRICS_NAME = 'ComputeMetrics'

DATA_FETCH 

DATA_FETCH = 'DataFetch'

DATA_PREPARATION 

DATA_PREPARATION = 'DataPrep'

DATA_PREPARATION_USER_FACING 

DATA_PREPARATION_USER_FACING = 'Preparing input data'

DATA_VALIDATION 

DATA_VALIDATION = 'DataValidation'

DATA_VALIDATION_USER_FACING 

DATA_VALIDATION_USER_FACING = 'Validating input data'

DOWNLOAD_ENSEMBLING_MODELS 

DOWNLOAD_ENSEMBLING_MODELS = 'DownloadEnsemblingModels'

DOWNLOAD_MODEL 

DOWNLOAD_MODEL = 'DownloadModel'

EXTERNAL_DOWNLOAD 

EXTERNAL_DOWNLOAD = 'ExternalDownload'

FAILURE 

FAILURE = 'Failure'

FEATURIZATION 

FEATURIZATION = 'Featurization'

FEATURIZATION_STRATEGY 

FEATURIZATION_STRATEGY = 'FeaturizationStrategy'

FEATURIZATION_STRATEGY_USER_FACING 

FEATURIZATION_STRATEGY_USER_FACING = 'Deciding featurization actions'

FEATURIZATION_USER_FACING 

FEATURIZATION_USER_FACING = 'Featurizing data'

FIT_ITERATION_NAME 

FIT_ITERATION_NAME = 'FitIteration'

GET_BEST_CHILD 

GET_BEST_CHILD = 'GetBestChild'

GET_CHILDREN 

GET_CHILDREN = 'GetChildren'

GET_OUTPUT 

GET_OUTPUT = 'GetOutput'

GET_PIPELINE_NAME 

GET_PIPELINE_NAME = 'GetPipeline'

LABELING_DATA_CONVERSION 

LABELING_DATA_CONVERSION = 'LabelingDataConversion'

LABELING_DATA_DOWNLOAD 

LABELING_DATA_DOWNLOAD = 'LabelingDataDownload'

LOAD_CACHED_DATA 

LOAD_CACHED_DATA = 'LoadCachedData'

LOAD_CACHED_DATA_USER_FACING 

LOAD_CACHED_DATA_USER_FACING = 'Loading cached data'

LOAD_ONNX_CONVERTER 

LOAD_ONNX_CONVERTER = 'LoadOnnxConverter'

LOAD_ONNX_CONVERTER_USER_FACING 

LOAD_ONNX_CONVERTER_USER_FACING = 'Loading ONNX converter'

LOG_METRICS 

LOG_METRICS = 'LogMetrics'

LOG_METRICS_USER_FACING 

LOG_METRICS_USER_FACING = 'Logging run metrics'

METRIC_AND_SAVE_MODEL_NAME 

METRIC_AND_SAVE_MODEL_NAME = 'SaveModelArtifacts'

METRIC_AND_SAVE_MODEL_USER_FACING 

METRIC_AND_SAVE_MODEL_USER_FACING = 'Uploading run output metadata'

MODEL_EXPLANATION 

MODEL_EXPLANATION = 'ModelExplanation'

MODEL_EXPLANATION_USER_FACING 

MODEL_EXPLANATION_USER_FACING = 'Running model explainability'

ONNX_CONVERSION 

ONNX_CONVERSION = 'OnnxConversion'

ONNX_CONVERSION_USER_FACING 

ONNX_CONVERSION_USER_FACING = 'Converting to ONNX model'

OUTPUT_NAME 

OUTPUT_NAME = 'Output'

PACKAGES_CHECK 

PACKAGES_CHECK = 'PackagesCheck'

PREDICT_NAME 

PREDICT_NAME = 'Predict'

PRE_PROCESS_NAME 

PRE_PROCESS_NAME = 'PreProcess'

REGISTER_MODEL 

REGISTER_MODEL = 'RegisterModel'

REMOTE_INFERENCE 

REMOTE_INFERENCE = 'RemoteInference'

RUN_CV_MEAN_NAME 

RUN_CV_MEAN_NAME = 'RunCVMean'

RUN_CV_NAME 

RUN_CV_NAME = 'RunCV'

RUN_ENSEMBLING_NAME 

RUN_ENSEMBLING_NAME = 'RunEnsembling'

RUN_INITIALIZATION 

RUN_INITIALIZATION = 'RunInitialization'

RUN_INITIALIZATION_USER_FACING 

RUN_INITIALIZATION_USER_FACING = 'Initializing AutoML run'

RUN_NAME 

RUN_NAME = 'Run'

RUN_PIPELINE_NAME 

RUN_PIPELINE_NAME = 'RunPipeline'

RUN_STATIONARY_CHECK_NAME 

RUN_STATIONARY_CHECK_NAME = 'StationaryCheck'

RUN_STATIONARY_FEATURIZER_FIT_NAME 

RUN_STATIONARY_FEATURIZER_FIT_NAME = 'StationaryFeaturizerFit'

RUN_STATIONARY_FEATURIZER_TRANSFORM_NAME 

RUN_STATIONARY_FEATURIZER_TRANSFORM_NAME = 'StationaryFeaturizerTransform'

RUN_STATIONARY_INVERSE_TRANSFORM_NAME 

RUN_STATIONARY_INVERSE_TRANSFORM_NAME = 'StationaryInverseTransform'

RUN_TRAINING 

RUN_TRAINING = 'RunE2ETraining'

RUN_TRAINING_USER_FACING 

RUN_TRAINING_USER_FACING = 'Running E2E training'

RUN_TRAIN_FULL_NAME 

RUN_TRAIN_FULL_NAME = 'TrainFull'

RUN_TRAIN_VALID_NAME 

RUN_TRAIN_VALID_NAME = 'TrainValid'

SPAN_FORMATTING 

SPAN_FORMATTING = '{}.{}'

SUCCESS 

SUCCESS = 'Success'

ScriptRunFinalizing 

ScriptRunFinalizing = 'ScriptRunFinalizing'

ScriptRunStarting 

ScriptRunStarting = 'ScriptRunStarting'

TIME_FIT_ENSEMBLE_NAME 

TIME_FIT_ENSEMBLE_NAME = 'TimeFitEnsemble'

TIME_FIT_INPUT 

TIME_FIT_INPUT = 'TimeFitInput'

TIME_FIT_NAME 

TIME_FIT_NAME = 'TimeFit'

TRAINING 

TRAINING = 'Training'

TRAINING_USER_FACING 

TRAINING_USER_FACING = 'Training model'

VALIDATION 

VALIDATION = 'Validation'

VALIDATION_USER_FACING 

VALIDATION_USER_FACING = 'Validating model quality'