Component specifications for the standard set of TFX Components.
Classes
class BulkInferrerSpec: BulkInferrer component spec.
class EvaluatorSpec: Evaluator component spec.
class ExampleValidatorSpec: ExampleValidator component spec.
class FileBasedExampleGenSpec: File-based ExampleGen component spec.
class InfraValidatorSpec: InfraValidator component spec.
class ModelValidatorSpec: ModelValidator component spec.
class PusherSpec: Pusher component spec.
class QueryBasedExampleGenSpec: Query-based ExampleGen component spec.
class SchemaGenSpec: SchemaGen component spec.
class StatisticsGenSpec: StatisticsGen component spec.
class TrainerSpec: Trainer component spec.
class TransformSpec: Transform component spec.
class TunerSpec: ComponentSpec for TFX Tuner Component.
Other Members |
|---|
|
ANALYZER_CACHE_KEY
|
'analyzer_cache'
|
|
ANOMALIES_KEY
|
'anomalies'
|
|
BASELINE_MODEL_KEY
|
'baseline_model'
|
|
BASE_MODEL_KEY
|
'base_model'
|
|
BEST_HYPERPARAMETERS_KEY
|
'best_hyperparameters'
|
|
BLESSING_KEY
|
'blessing'
|
|
CUSTOM_CONFIG_KEY
|
'custom_config'
|
|
DATA_SPEC_KEY
|
'data_spec'
|
|
EVALUATION_KEY
|
'evaluation'
|
|
EVAL_ARGS_KEY
|
'eval_args'
|
|
EVAL_CONFIG_KEY
|
'eval_config'
|
|
EXAMPLES_KEY
|
'examples'
|
|
EXAMPLE_SPLITS_KEY
|
'example_splits'
|
|
EXCLUDE_SPLITS_KEY
|
'exclude_splits'
|
|
FAIRNESS_INDICATOR_THRESHOLDS_KEY
|
'fairness_indicator_thresholds'
|
|
FEATURE_SLICING_SPEC_KEY
|
'feature_slicing_spec'
|
|
FORCE_TF_COMPAT_V1_KEY
|
'force_tf_compat_v1'
|
|
HYPERPARAMETERS_KEY
|
'hyperparameters'
|
|
INFERENCE_RESULT_KEY
|
'inference_result'
|
|
INFER_FEATURE_SHAPE_KEY
|
'infer_feature_shape'
|
|
INFRA_BLESSING_KEY
|
'infra_blessing'
|
|
INPUT_BASE_KEY
|
'input_base'
|
|
INPUT_CONFIG_KEY
|
'input_config'
|
|
MODEL_BLESSING_KEY
|
'model_blessing'
|
|
MODEL_KEY
|
'model'
|
|
MODEL_RUN_KEY
|
'model_run'
|
|
MODEL_SPEC_KEY
|
'model_spec'
|
|
MODULE_FILE_KEY
|
'module_file'
|
|
MODULE_PATH_KEY
|
'module_path'
|
|
OUTPUT_CONFIG_KEY
|
'output_config'
|
|
OUTPUT_DATA_FORMAT_KEY
|
'output_data_format'
|
|
OUTPUT_EXAMPLES_KEY
|
'output_examples'
|
|
OUTPUT_EXAMPLE_SPEC_KEY
|
'output_example_spec'
|
|
PREPROCESSING_FN_KEY
|
'preprocessing_fn'
|
|
PUSHED_MODEL_KEY
|
'pushed_model'
|
|
PUSH_DESTINATION_KEY
|
'push_destination'
|
|
RANGE_CONFIG_KEY
|
'range_config'
|
|
REQUEST_SPEC_KEY
|
'request_spec'
|
|
RUN_FN_KEY
|
'run_fn'
|
|
SCHEMA_KEY
|
'schema'
|
|
SERVING_SPEC_KEY
|
'serving_spec'
|
|
SPLITS_CONFIG_KEY
|
'splits_config'
|
|
STATISTICS_KEY
|
'statistics'
|
|
STATS_OPTIONS_JSON_KEY
|
'stats_options_json'
|
|
TRAINER_FN_KEY
|
'trainer_fn'
|
|
TRAIN_ARGS_KEY
|
'train_args'
|
|
TRANSFORMED_EXAMPLES_KEY
|
'transformed_examples'
|
|
TRANSFORM_GRAPH_KEY
|
'transform_graph'
|
|
TUNER_FN_KEY
|
'tuner_fn'
|
|
TUNE_ARGS_KEY
|
'tune_args'
|
|
UPDATED_ANALYZER_CACHE_KEY
|
'updated_analyzer_cache'
|
|
VALIDATION_SPEC_KEY
|
'validation_spec'
|
View source on GitHub