selfprivacy-rest-api/selfprivacy_api/utils/prometheus.py
2024-07-25 16:48:34 +03:00

149 lines
4.3 KiB
Python

"""Prometheus monitoring queries."""
# pylint: disable=too-few-public-methods
import requests
import strawberry
from strawberry.scalars import JSON
from dataclasses import dataclass
from typing import Optional
from datetime import datetime, timedelta
PROMETHEUS_URL = "http://localhost:9001"
@strawberry.type
@dataclass
class PrometheusQueryResult:
result_type: str
result: JSON
class PrometheusQueries:
@staticmethod
def _send_query(query: str, start: int, end: int, step: int):
try:
response = requests.get(
f"{PROMETHEUS_URL}/api/v1/query",
params={
"query": query,
"start": start,
"end": end,
"step": step,
},
)
if response.status_code != 200:
raise Exception("Prometheus returned unexpected HTTP status code")
json = response.json()
return PrometheusQueryResult(
result_type=json["data"]["resultType"], result=json["data"]["result"]
)
except Exception as error:
raise Exception("Prometheus request failed! " + str(error))
@staticmethod
def cpu_usage(
start: Optional[datetime] = None,
end: Optional[datetime] = None,
step: int = 60, # seconds
) -> PrometheusQueryResult:
"""
Get CPU information.
Args:
start (datetime, optional): The start time.
Defaults to 20 minutes ago if not provided.
end (datetime, optional): The end time.
Defaults to current time if not provided.
step (int): Interval in seconds for querying disk usage data.
"""
if start is None:
start = datetime.now() - timedelta(minutes=20)
if end is None:
end = datetime.now()
start_timestamp = int(start.timestamp())
end_timestamp = int(end.timestamp())
query = '100 - (avg by (instance) (rate(node_cpu_seconds_total{mode="idle"}[5m])) * 100)'
return PrometheusQueries._send_query(
query,
start_timestamp,
end_timestamp,
step,
)
@staticmethod
def memory_usage(
start: Optional[datetime] = None,
end: Optional[datetime] = None,
step: int = 60, # seconds
) -> PrometheusQueryResult:
"""
Get memory usage.
Args:
start (datetime, optional): The start time.
Defaults to 20 minutes ago if not provided.
end (datetime, optional): The end time.
Defaults to current time if not provided.
step (int): Interval in seconds for querying memory usage data.
"""
if start is None:
start = datetime.now() - timedelta(minutes=20)
if end is None:
end = datetime.now()
start_timestamp = int(start.timestamp())
end_timestamp = int(end.timestamp())
query = "100 - (100 * (node_memory_MemAvailable_bytes / node_memory_MemTotal_bytes))"
return PrometheusQueries._send_query(
query,
start_timestamp,
end_timestamp,
step,
)
@staticmethod
def disk_usage(
start: Optional[datetime] = None,
end: Optional[datetime] = None,
step: int = 60, # seconds
) -> PrometheusQueryResult:
"""
Get disk usage information.
Args:
start (datetime, optional): The start time.
Defaults to 20 minutes ago if not provided.
end (datetime, optional): The end time.
Defaults to current time if not provided.
step (int): Interval in seconds for querying disk usage data.
"""
if start is None:
start = datetime.now() - timedelta(minutes=20)
if end is None:
end = datetime.now()
start_timestamp = int(start.timestamp())
end_timestamp = int(end.timestamp())
query = """100 - (100 * sum by (device) (node_filesystem_avail_bytes{fstype!="rootfs"}) / sum by (device) (node_filesystem_size_bytes{fstype!="rootfs"}))"""
return PrometheusQueries._send_query(
query,
start_timestamp,
end_timestamp,
step,
)