Source code for gigl.src.common.constants.metrics

# This file defines all constants for metrics used by GBML project


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DELIMITER = "."



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TIMER_S = "time_s"  # in seconds


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PIPELINE_COMPONENT_PREFIX = "pipeline"


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OFFLINE_METRIC_PREFIX = "offline_metric"



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COMPONENT_CONFIG_POPULATOR_PREFIX = (
    f"{PIPELINE_COMPONENT_PREFIX}{DELIMITER}config_populator"
)


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COMPONENT_PREPROCESSOR_PREFIX = f"{PIPELINE_COMPONENT_PREFIX}{DELIMITER}preprocessor"


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COMPONENT_SPLIT_GENERATOR_PREFIX = (
    f"{PIPELINE_COMPONENT_PREFIX}{DELIMITER}split_generator"
)


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COMPONENT_SUBGRAPH_SAMPLER_PREFIX = (
    f"{PIPELINE_COMPONENT_PREFIX}{DELIMITER}subgraph_sampler"
)


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COMPONENT_TRAINER_PREFIX = f"{PIPELINE_COMPONENT_PREFIX}{DELIMITER}trainer"


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COMPONENT_INFERENCER_PREFIX = f"{PIPELINE_COMPONENT_PREFIX}{DELIMITER}inferencer"


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COMPONENT_POSTPROCESSOR_PREFIX = f"{PIPELINE_COMPONENT_PREFIX}{DELIMITER}post_processor"


# Total time cost for each kfp component

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TIMER_CONFIG_POPULATOR_S = f"{COMPONENT_CONFIG_POPULATOR_PREFIX}{DELIMITER}{TIMER_S}"


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TIMER_PREPROCESSOR_S = f"{COMPONENT_PREPROCESSOR_PREFIX}{DELIMITER}{TIMER_S}"


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TIMER_SPLIT_GENERATOR_S = f"{COMPONENT_SPLIT_GENERATOR_PREFIX}{DELIMITER}{TIMER_S}"


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TIMER_SUBGRAPH_SAMPLER_S = f"{COMPONENT_SUBGRAPH_SAMPLER_PREFIX}{DELIMITER}{TIMER_S}"


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TIMER_TRAINER_S = f"{COMPONENT_TRAINER_PREFIX}{DELIMITER}{TIMER_S}"


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TIMER_INFERENCER_S = f"{COMPONENT_INFERENCER_PREFIX}{DELIMITER}{TIMER_S}"


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TIMER_POST_PROCESSOR_S = f"{COMPONENT_POSTPROCESSOR_PREFIX}{DELIMITER}{TIMER_S}"


# SUBGRAPH_SAMPLER

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COUNT_SGS_USES_GRAPHDB = (
    f"{COMPONENT_SUBGRAPH_SAMPLER_PREFIX}{DELIMITER}sgs_uses_graphdb"
)


# TRAINER

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TIMER_TRAINER_EXPORT_INFERENCE_ASSETS_S = (
    f"{COMPONENT_TRAINER_PREFIX}{DELIMITER}export_inference_assets{DELIMITER}{TIMER_S}"
)


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TIMER_TRAINER_SETUP_ENV_S = (
    f"{COMPONENT_TRAINER_PREFIX}{DELIMITER}setup_env{DELIMITER}{TIMER_S}"
)


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TIMER_TRAINER_CLEANUP_ENV_S = (
    f"{COMPONENT_TRAINER_PREFIX}{DELIMITER}cleanup_env{DELIMITER}{TIMER_S}"
)


# INFERENCER