def __init__(self, step_monitoring_infos, user_metrics_only=True):
"""Used for querying metrics from the PipelineResult object.
step_monitoring_infos: Per step metrics specified as MonitoringInfos.
user_metrics_only: If true, includes user metrics only.
"""
self._counters = {}
self._distributions = {}
self._gauges = {}
self._user_metrics_only = user_metrics_only
self._monitoring_infos = step_monitoring_infos
for smi in step_monitoring_infos.values():
counters, distributions, gauges = \
portable_metrics.from_monitoring_infos(smi, user_metrics_only)
self._counters.update(counters)
self._distributions.update(distributions)
self._gauges.update(gauges)
def __init__(self, job_metrics_response):
metrics = job_metrics_response.metrics
self.attempted = portable_metrics.from_monitoring_infos(
metrics.attempted)
self.committed = portable_metrics.from_monitoring_infos(
metrics.committed)
