frostfs-testlib/src/frostfs_testlib/load/load_metrics.py

from abc import ABC
from typing import Any

from frostfs_testlib.load.load_config import LoadScenario


class MetricsBase(ABC):
    _WRITE_SUCCESS = ""
    _WRITE_ERRORS = ""
    _WRITE_THROUGHPUT = "data_sent"
    _WRITE_LATENCY = ""

    _READ_SUCCESS = ""
    _READ_ERRORS = ""
    _READ_LATENCY = ""
    _READ_THROUGHPUT = "data_received"

    _DELETE_SUCCESS = ""
    _DELETE_LATENCY = ""
    _DELETE_ERRORS = ""

    def __init__(self, summary) -> None:
        self.summary = summary
        self.metrics = summary["metrics"]

    @property
    def write_total_iterations(self) -> int:
        return self._get_metric(self._WRITE_SUCCESS) + self._get_metric(self._WRITE_ERRORS)

    @property
    def write_success_iterations(self) -> int:
        return self._get_metric(self._WRITE_SUCCESS)

    @property
    def write_latency(self) -> dict:
        return self._get_metric(self._WRITE_LATENCY)

    @property
    def write_rate(self) -> float:
        return self._get_metric_rate(self._WRITE_SUCCESS)

    @property
    def write_failed_iterations(self) -> int:
        return self._get_metric(self._WRITE_ERRORS)

    @property
    def write_throughput(self) -> float:
        return self._get_metric_rate(self._WRITE_THROUGHPUT)

    @property
    def read_total_iterations(self) -> int:
        return self._get_metric(self._READ_SUCCESS) + self._get_metric(self._READ_ERRORS)

    @property
    def read_success_iterations(self) -> int:
        return self._get_metric(self._READ_SUCCESS)

    @property
    def read_latency(self) -> dict:
        return self._get_metric(self._READ_LATENCY)

    @property
    def read_rate(self) -> int:
        return self._get_metric_rate(self._READ_SUCCESS)

    @property
    def read_failed_iterations(self) -> int:
        return self._get_metric(self._READ_ERRORS)

    @property
    def read_throughput(self) -> float:
        return self._get_metric_rate(self._READ_THROUGHPUT)

    @property
    def delete_total_iterations(self) -> int:
        return self._get_metric(self._DELETE_SUCCESS) + self._get_metric(self._DELETE_ERRORS)

    @property
    def delete_success_iterations(self) -> int:
        return self._get_metric(self._DELETE_SUCCESS)

    @property
    def delete_latency(self) -> dict:
        return self._get_metric(self._DELETE_LATENCY)

    @property
    def delete_failed_iterations(self) -> int:
        return self._get_metric(self._DELETE_ERRORS)

    @property
    def delete_rate(self) -> int:
        return self._get_metric_rate(self._DELETE_SUCCESS)

    def _get_metric(self, metric: str) -> int:
        metrics_method_map = {
            "counter": self._get_counter_metric,
            "gauge": self._get_gauge_metric,
            "trend": self._get_trend_metrics,
        }

        if metric not in self.metrics:
            return 0

        metric = self.metrics[metric]
        metric_type = metric["type"]
        if metric_type not in metrics_method_map:
            raise Exception(
                f"Unsupported metric type: {metric_type}, supported: {metrics_method_map.keys()}"
            )

        return metrics_method_map[metric_type](metric)

    def _get_metric_rate(self, metric: str) -> int:
        metrics_method_map = {"counter": self._get_counter_metric_rate}

        if metric not in self.metrics:
            return 0

        metric = self.metrics[metric]
        metric_type = metric["type"]
        if metric_type not in metrics_method_map:
            raise Exception(
                f"Unsupported rate metric type: {metric_type}, supported: {metrics_method_map.keys()}"
            )

        return metrics_method_map[metric_type](metric)

    def _get_counter_metric_rate(self, metric: str) -> int:
        return metric["values"]["rate"]

    def _get_counter_metric(self, metric: str) -> int:
        return metric["values"]["count"]

    def _get_gauge_metric(self, metric: str) -> int:
        return metric["values"]["value"]

    def _get_trend_metrics(self, metric: str) -> int:
        return metric["values"]


class GrpcMetrics(MetricsBase):
    _WRITE_SUCCESS = "frostfs_obj_put_total"
    _WRITE_ERRORS = "frostfs_obj_put_fails"
    _WRITE_LATENCY = "frostfs_obj_put_duration"

    _READ_SUCCESS = "frostfs_obj_get_total"
    _READ_ERRORS = "frostfs_obj_get_fails"
    _READ_LATENCY = "frostfs_obj_get_duration"

    _DELETE_SUCCESS = "frostfs_obj_delete_total"
    _DELETE_ERRORS = "frostfs_obj_delete_fails"
    _DELETE_LATENCY = "frostfs_obj_delete_duration"


class S3Metrics(MetricsBase):
    _WRITE_SUCCESS = "aws_obj_put_total"
    _WRITE_ERRORS = "aws_obj_put_fails"
    _WRITE_LATENCY = "aws_obj_put_duration"

    _READ_SUCCESS = "aws_obj_get_total"
    _READ_ERRORS = "aws_obj_get_fails"
    _READ_LATENCY = "aws_obj_get_duration"

    _DELETE_SUCCESS = "aws_obj_delete_total"
    _DELETE_ERRORS = "aws_obj_delete_fails"
    _DELETE_LATENCY = "aws_obj_delete_duration"

class S3LocalMetrics(MetricsBase):
    _WRITE_SUCCESS = "s3local_obj_put_total"
    _WRITE_ERRORS = "s3local_obj_put_fails"
    _WRITE_LATENCY = "s3local_obj_put_duration"

    _READ_SUCCESS = "s3local_obj_get_total"
    _READ_ERRORS = "s3local_obj_get_fails"
    _READ_LATENCY = "s3local_obj_get_duration"

class LocalMetrics(MetricsBase):
    _WRITE_SUCCESS = "local_obj_put_total"
    _WRITE_ERRORS = "local_obj_put_fails"
    _WRITE_LATENCY = "local_obj_put_duration"

    _READ_SUCCESS = "local_obj_get_total"
    _READ_ERRORS = "local_obj_get_fails"

    _DELETE_SUCCESS = "local_obj_delete_total"
    _DELETE_ERRORS = "local_obj_delete_fails"


class VerifyMetrics(MetricsBase):
    _WRITE_SUCCESS = "N/A"
    _WRITE_ERRORS = "N/A"

    _READ_SUCCESS = "verified_obj"
    _READ_ERRORS = "invalid_obj"

    _DELETE_SUCCESS = "N/A"
    _DELETE_ERRORS = "N/A"


def get_metrics_object(load_type: LoadScenario, summary: dict[str, Any]) -> MetricsBase:
    class_map = {
        LoadScenario.gRPC: GrpcMetrics,
        LoadScenario.gRPC_CAR: GrpcMetrics,
        LoadScenario.HTTP: GrpcMetrics,
        LoadScenario.S3: S3Metrics,
        LoadScenario.S3_CAR: S3Metrics,
        LoadScenario.S3_MULTIPART: S3Metrics,
        LoadScenario.S3_LOCAL: S3LocalMetrics,
        LoadScenario.VERIFY: VerifyMetrics,
        LoadScenario.LOCAL: LocalMetrics,
    }

    return class_map[load_type](summary)