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Oct 11, 2020
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13 changes: 11 additions & 2 deletions pyms/flask/services/metrics.py
Original file line number Diff line number Diff line change
Expand Up @@ -3,7 +3,7 @@
from typing import Text

from flask import Blueprint, Response, request
from prometheus_client import Counter, Histogram, generate_latest
from prometheus_client import multiprocess, Counter, Histogram, generate_latest, CollectorRegistry, REGISTRY
from pyms.flask.services.driver import DriverService

# Based on https://github.com/sbarratt/flask-prometheus
Expand Down Expand Up @@ -51,8 +51,17 @@ class Service(DriverService):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.metrics_blueprint = Blueprint("metrics", __name__)
self.init_registry()
self.serve_metrics()

def init_registry(self):
try:
multiprocess_registry = CollectorRegistry()
multiprocess.MultiProcessCollector(multiprocess_registry)
self.registry = multiprocess_registry
except ValueError:
self.registry = REGISTRY

@staticmethod
def monitor(app_name, app):
metric = FlaskMetricsWrapper(app_name)
Expand All @@ -63,7 +72,7 @@ def serve_metrics(self):
@self.metrics_blueprint.route("/metrics", methods=["GET"])
def metrics(): # pylint: disable=unused-variable
return Response(
generate_latest(),
generate_latest(self.registry),
mimetype="text/print()lain",
content_type="text/plain; charset=utf-8",
)
Expand Down
93 changes: 90 additions & 3 deletions tests/test_metrics.py
Original file line number Diff line number Diff line change
@@ -1,11 +1,28 @@
import os
import unittest.mock
from tempfile import TemporaryDirectory
from pathlib import Path

from prometheus_client import generate_latest

from prometheus_client import values
from opentracing import global_tracer
from pyms.constants import CONFIGMAP_FILE_ENVIRONMENT
from pyms.flask.services.metrics import LOGGER_TOTAL_MESSAGES, FLASK_REQUEST_COUNT, FLASK_REQUEST_LATENCY
from tests.common import MyMicroserviceNoSingleton

def reset_metric(metric):
metric._metric_init() # pylint: disable=protected-access
metric._metrics = {} # pylint: disable=protected-access

def reset_metrics():
reset_metric(LOGGER_TOTAL_MESSAGES)
reset_metric(FLASK_REQUEST_COUNT)
reset_metric(FLASK_REQUEST_LATENCY)
try:
for metric in global_tracer().metrics_factory._cache.values(): # pylint: disable=protected-access
reset_metric(metric)
except AttributeError: # Not a Jaeger tracer
pass

class TestMetricsFlask(unittest.TestCase):
BASE_DIR = os.path.dirname(os.path.abspath(__file__))
Expand All @@ -20,15 +37,15 @@ def setUp(self):
def test_metrics_latency(self):
self.client.get("/")
self.client.get("/metrics")
generated_latency_root = b'http_server_requests_seconds_bucket{le="0.005",method="GET",service="Python Microservice",status="200",uri="/"}'
generated_latency_root = b'http_server_requests_seconds_bucket{le="0.005",method="GET",service="Python Microservice with Jaeger",status="404",uri="/"}'
generated_latency_metrics = b'http_server_requests_seconds_bucket{le="0.005",method="GET",service="Python Microservice with Jaeger",status="200",uri="/metrics"}'
assert generated_latency_root in generate_latest()
assert generated_latency_metrics in generate_latest()

def test_metrics_count(self):
self.client.get("/")
self.client.get("/metrics")
generated_count_root = b'http_server_requests_count_total{method="GET",service="Python Microservice",status="200",uri="/"}'
generated_count_root = b'http_server_requests_count_total{method="GET",service="Python Microservice with Jaeger",status="404",uri="/"}'
generated_count_metrics = b'http_server_requests_count_total{method="GET",service="Python Microservice with Jaeger",status="200",uri="/metrics"}'
assert generated_count_root in generate_latest()
assert generated_count_metrics in generate_latest()
Expand All @@ -44,3 +61,73 @@ def test_metrics_jaeger(self):
self.client.get("/metrics")
generated_logger = b'jaeger:reporter_spans_total'
assert generated_logger in generate_latest()

class TestMultiprocessMetricsFlask(unittest.TestCase):
BASE_DIR = os.path.dirname(os.path.abspath(__file__))
current = None

@classmethod
def current_test(cls):
return "not_in_test" if cls.current is None else cls.current

@classmethod
def setUpClass(cls):
cls.temp_dir = TemporaryDirectory()
os.environ["prometheus_multiproc_dir"] = cls.temp_dir.name
cls.patch_value_class = unittest.mock.patch.object(values, "ValueClass", values.MultiProcessValue(cls.current_test))
cls.patch_value_class.start()

def setUp(self):
TestMultiprocessMetricsFlask.current = self._testMethodName
os.environ[CONFIGMAP_FILE_ENVIRONMENT] = os.path.join(self.BASE_DIR, "config-tests-metrics.yml")
ms = MyMicroserviceNoSingleton(path=__file__)
ms.reload_conf()
reset_metrics()
self.app = ms.create_app()
self.client = self.app.test_client()
for path in Path(self.temp_dir.name).iterdir():
if self._testMethodName not in path.name:
path.unlink()

@classmethod
def tearDownClass(cls):
cls.patch_value_class.stop()
os.environ.pop("prometheus_multiproc_dir")
reset_metrics()

def test_metrics_stored_in_directory(self):
assert TestMultiprocessMetricsFlask.current_test() is not None
self.client.get("/")
self.client.get("/metrics")
metrics = os.listdir(path=self.temp_dir.name)

assert f"counter_{self._testMethodName}.db" in metrics
assert f"histogram_{self._testMethodName}.db" in metrics

def test_metrics_latency(self):
self.client.get("/")
self.client.get("/metrics")
generated_latency_root = b'http_server_requests_seconds_bucket{le="0.005",method="GET",service="Python Microservice with Jaeger",status="404",uri="/"}'
generated_latency_metrics = b'http_server_requests_seconds_bucket{le="0.005",method="GET",service="Python Microservice with Jaeger",status="200",uri="/metrics"}'
assert generated_latency_root in generate_latest(self.app.ms.metrics.registry)
assert generated_latency_metrics in generate_latest(self.app.ms.metrics.registry)

def test_metrics_count(self):
self.client.get("/")
self.client.get("/metrics")
generated_count_root = b'http_server_requests_count_total{method="GET",service="Python Microservice with Jaeger",status="404",uri="/"}'
generated_count_metrics = b'http_server_requests_count_total{method="GET",service="Python Microservice with Jaeger",status="200",uri="/metrics"}'
assert generated_count_root in generate_latest(self.app.ms.metrics.registry)
assert generated_count_metrics in generate_latest(self.app.ms.metrics.registry)

def test_metrics_logger(self):
self.client.get("/")
self.client.get("/metrics")
generated_logger = b'logger_messages_total{level="DEBUG",service="Python Microservice with Jaeger"}'
assert generated_logger in generate_latest(self.app.ms.metrics.registry)

def test_metrics_jaeger(self):
self.client.get("/")
self.client.get("/metrics")
generated_logger = b'jaeger:reporter_spans_total'
assert generated_logger in generate_latest(self.app.ms.metrics.registry)