prometheus_collector

Module Contents

Classes

PrometheusCollector

Helper class that provides a standard way to create an ABC using

class prometheus_collector.PrometheusCollector(port)

Bases: pipert.core.metrics_collector.MetricsCollector

Helper class that provides a standard way to create an ABC using inheritance.

buckets

REQUEST_TIME

REQUEST_LATENCY

setup(self)

collect_execution_time(self, execution_time, routine_name, component_name)

Saves the execution time of the routine’s logic to the monitoring service that is being used.

Args:

execution_time: the time it took the routine to execute its main_logic function, in milliseconds. routine_name: the name of the relevant routine. component_name: the name of the routine’s component.

collect_latency(self, latency, output_component)

Saves the end-to-end latency of the pipeline’s longest path. The latency metric measures the time interval between the capture of a prediction’s associated frame, and the output of that prediction’s associated result (for example: a frame that contains the visualization of that prediction).

Args:

latency: the end-to-end latency, in milliseconds. output_component: the name of the pipeline’s output component (for example: the flask display).