def sync_summaries(last_check: Optional[datetime], run_uuid: str, client: RunClient):
events_path = CONTEXT_MOUNT_RUN_EVENTS_FORMAT.format(run_uuid)
# check if there's a path to sync
if not os.path.exists(events_path):
return
# crawl dirs
summaries = []
last_values = {}
connection = get_artifacts_connection()
connection_name = connection.name if connection else None
for events_kind in get_dirs_under_path(events_path):
_summaries, _last_values = sync_events_summaries(
events_path=events_path,
events_kind=events_kind,
last_check=last_check,
connection_name=connection_name,
)
summaries += _summaries
last_values.update(_last_values)
if summaries:
client.log_artifact_lineage(summaries)
if last_values:
client.log_outputs(**last_values)
def handle_iteration(
client: RunClient,
suggestions: List[Dict] = None,
):
if not suggestions:
logger.warning("No new suggestions were created")
return
try:
logger.info("Generated new {} suggestions".format(len(suggestions)))
client.log_outputs(suggestions=[sanitize_dict(s) for s in suggestions],
async_req=False)
except Exception as e:
exp = "Polyaxon tuner failed logging iteration definition: {}\n{}".format(
repr(e), traceback.format_exc())
client.log_failed(reason="PolyaxonTunerIteration", message=exp)
logger.warning(e)
