data_validation.py

import time

from prefect import flow, get_run_logger, task
from export_tools import initialize_tiled_client


@task(retries=2, retry_delay_seconds=10)
def read_all_streams(uid, beamline_acronym="ucal"):
    logger = get_run_logger()
    catalog = initialize_tiled_client(beamline_acronym)
    run = catalog[uid]

    logger.info(f"Validating uid {run.start['uid']}")
    start_time = time.monotonic()
    for stream in run:
        logger.info(f"{stream}:")
        stream_start_time = time.monotonic()
        stream_data = run[stream].read()
        stream_elapsed_time = time.monotonic() - stream_start_time
        logger.info(f"{stream} elapsed_time = {stream_elapsed_time}")
        logger.info(f"{stream} nbytes = {stream_data.nbytes:_}")
    elapsed_time = time.monotonic() - start_time
    logger.info(f"{elapsed_time = }")


@flow
def general_data_validation(uid, beamline_acronym="ucal"):
    read_all_streams(uid, beamline_acronym)