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