def measurement() -> servo.Measurement:
return servo.Measurement(readings=[
servo.DataPoint(
value=31337,
time=datetime.datetime.now(),
metric=servo.Metric(
name="Some Metric",
unit=servo.Unit.requests_per_minute,
),
)
])
async def test_state_machine_lifecyle(measurement: servo.Measurement) -> None:
static_optimizer = tests.fake.StaticOptimizer(
id="dev.opsani.com/big-in-japan", token="31337")
await static_optimizer.say_hello()
await static_optimizer.request_description()
await static_optimizer.submit_description(_random_description())
metric = servo.Metric(
name="Some Metric",
unit=servo.Unit.requests_per_minute,
)
await static_optimizer.request_measurement(metrics=[metric],
control=servo.Control())
await static_optimizer.submit_measurement(measurement)
adjustment = servo.Adjustment(component_name="web",
setting_name="cpu",
value=1.25)
await static_optimizer.recommend_adjustments([adjustment])
await static_optimizer.complete_adjustments(_random_description())
await static_optimizer.say_goodbye()
def test_name_to_metric():
assert _name_to_metric("tuning_cpu_usage") == servo.Metric(
name="tuning_cpu_usage", unit=servo.Unit.float)
elif ev.event == servo.api.Events.adjust:
return await api.optimizer.complete_adjustments(ev.param)
else:
raise ValueError(f"unknown event: {ev.event}")
@pytest.fixture
def fastapi_app() -> fastapi.FastAPI:
return api
##
# Utilities
METRICS = [
servo.Metric("throughput", servo.Unit.requests_per_minute),
servo.Metric("error_rate", servo.Unit.percentage),
]
COMPONENTS = [
servo.Component(
"fake-app",
settings=[
servo.CPU(min=1, max=5),
servo.Memory(min=0.25, max=8.0, step=0.125),
servo.Replicas(min=1, max=10),
],
)
]
import datetime
import enum
import io
import json
import pathlib
import re
from typing import Any, Dict, List, Optional, Tuple, Union
import devtools
import jsonschema
import pydantic
import servo
METRICS = [
servo.Metric("throughput", servo.Unit.requests_per_minute),
servo.Metric("error_rate", servo.Unit.percentage),
servo.Metric("latency_total", servo.Unit.milliseconds),
servo.Metric("latency_mean", servo.Unit.milliseconds),
servo.Metric("latency_50th", servo.Unit.milliseconds),
servo.Metric("latency_90th", servo.Unit.milliseconds),
servo.Metric("latency_95th", servo.Unit.milliseconds),
servo.Metric("latency_99th", servo.Unit.milliseconds),
servo.Metric("latency_max", servo.Unit.milliseconds),
servo.Metric("latency_min", servo.Unit.milliseconds),
]
class TargetFormat(str, enum.Enum):
http = "http"
json = "json"