Module: tfma.constants

Constants used in TensorFlow Model Analysis.

ANALYSIS_KEY 'analysis'
ARROW_INPUT_COLUMN '__raw_record__'
ARROW_RECORD_BATCH_KEY 'arrow_record_batch'
ATTRIBUTIONS_KEY 'attributions'
BASELINE_KEY 'baseline'
BASELINE_SCORE_KEY 'baseline_score'
CANDIDATE_KEY 'candidate'
DATA_CENTRIC_MODE 'data_centric_mode'
EXAMPLE_SCORE_KEY 'example_score'
EXAMPLE_WEIGHTS_KEY 'example_weights'
FEATURES_KEY 'features'
FEATURES_PREDICTIONS_LABELS_KEY '_fpl'
INPUT_KEY 'input'
LABELS_KEY 'labels'
MATERIALIZE_COLUMNS 'materialize'
METRICS_KEY 'metrics'
METRICS_NAMESPACE 'tfx.ModelAnalysis'
MODEL_CENTRIC_MODE 'model_centric_mode'
PLACEHOLDER 'placeholder'
PLOTS_KEY 'plots'
PREDICTIONS_KEY 'predictions'
SLICE_KEYS_KEY 'slice_keys'
SLICE_KEY_TYPES_KEY '_slice_key_types'
SPARSE_PLACEHOLDER 'sparse_placeholder'
TF_ESTIMATOR 'tf_estimator'
TF_GENERIC 'tf_generic'
TF_JS 'tf_js'
TF_KERAS 'tf_keras'
TF_LITE 'tf_lite'
UNKNOWN_EVAL_MODE 'unknown_eval_mode'
VALIDATIONS_KEY 'validations'
VALID_TF_MODEL_TYPES