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nanny.py
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nanny.py
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"""
Author: Justin Cappos
Program: nanny.py
Start Date: 1 July 2008
Description:
This module handles the policy decisions and accounting to detect if there
is a resource violation. The actual "stopping", etc. is done in the
nonportable module.
Note: this module was heavily revised in Dec 2010. However, these changes
are not sufficient to support GACKS style resource trading and sharing.
This is a more major change than I wanted to do at this point.
"""
# for sleep
import time
# needed for cpu, disk, and memory handling
import nonportable
# needed for handling internal errors
import tracebackrepy
# Import the exception hierarchy
from exception_hierarchy import *
# this is used to read in our dictionary of allowed resource utilization
import resourcemanipulation
import resource_constants
import threading
# I'm going to global information about the resources allowed and used...
# These will be initialized when the nanny is started.
# (this would obviously be wrong in GACKS)
_resources_allowed_dict = None
_resources_consumed_dict = None
# Updates the values in the consumption table (taking the current time into
# account)
def _update_resource_consumption_table(resource, resource_allowed_dict, consumed_resource_dict):
thetime = nonportable.getruntime()
# I'm going to reduce all renewable resources by the appropriate amount given
# the amount of elapsed time.
elapsedtime = thetime - consumed_resource_dict['renewable_update_time'][resource]
consumed_resource_dict['renewable_update_time'][resource] = thetime
if elapsedtime < 0:
# A negative number (likely a NTP reset). Let's just ignore it.
return
# Remove the charge
reduction = elapsedtime * resource_allowed_dict[resource]
if reduction > consumed_resource_dict[resource]:
# It would reduce it below zero (so put it at zero)
consumed_resource_dict[resource] = 0.0
else:
# Subtract some for elapsed time...
consumed_resource_dict[resource] = consumed_resource_dict[resource] - reduction
# I want to wait until a resource can be used again...
def _sleep_until_resource_drains(resource, resourcesalloweddict, resourcesuseddict):
# It'll never drain!
if resourcesalloweddict[resource] == 0:
raise InternalRepyError, "Resource '"+resource+"' limit set to 0, won't drain!"
# We may need to go through this multiple times because other threads may
# also block and consume resources.
while resourcesuseddict[resource] > resourcesalloweddict[resource]:
# Sleep until we're expected to be under quota
sleeptime = (resourcesuseddict[resource] - resourcesalloweddict[resource]) / resourcesalloweddict[resource]
time.sleep(sleeptime)
_update_resource_consumption_table(resource, resourcesalloweddict, resourcesuseddict)
def _create_resource_consumption_dict():
"""
<Purpose>
Initializes the consumed resource portion of the nanny. This tracks
resource use (instead of resource quantity)
<Arguments>
None.
<Exceptions>
InternalRepyError is raised if a resource is specified as both quantity and item based.
<Side Effects>
None.
<Returns>
A dict for tracking resources consumed. It has locks, etc. in the right
places.
"""
returned_resource_dict = {}
# things that are quantities should start at 0.0
for resource in resource_constants.quantity_resources:
returned_resource_dict[resource] = 0.0
for resource in resource_constants.item_resources:
# double check there is no overlap...
if resource in resource_constants.quantity_resources:
raise InternalRepyError("Resource '"+resource+"' cannot be both quantity and item based!")
returned_resource_dict[resource] = set()
# I need locks to protect races in accesses to some items...
returned_resource_dict['fungible_locks'] = {}
for init_resource in resource_constants.fungible_item_resources:
returned_resource_dict['fungible_locks'][init_resource] = threading.Lock()
returned_resource_dict['renewable_locks'] = {}
for init_resource in resource_constants.renewable_resources:
returned_resource_dict['renewable_locks'][init_resource] = threading.Lock()
# I also need to track when the last update of a renewable resource occurred
returned_resource_dict['renewable_update_time'] = {}
# (Aside) JAC: I've thought about this and looked through the commit history.
# I don't see any reason to initialize the renewable resources with the
# current time (as was done before).
for init_resource in resource_constants.renewable_resources:
returned_resource_dict['renewable_update_time'][init_resource] = 0.0
return returned_resource_dict
# let the nanny know that the process is consuming some resource
# can also be called with quantity '0' for a renewable resource so that the
# nanny will wait until there is some free "capacity"
def _tattle_quantity(resource, quantity, resourcesalloweddict, resourcesuseddict):
"""
<Purpose>
Notify the nanny of the consumption of a renewable resource. A
renewable resource is something like CPU or network bandwidth that is
speficied in quantity per second.
<Arguments>
resource:
A string with the resource name.
quantity:
The amount consumed. This can be zero (to indicate the program
should block if the resource is already over subscribed) but
cannot be negative
<Exceptions>
None.
<Side Effects>
May sleep the program until the resource is available.
<Returns>
None.
"""
# I assume that the quantity will never be negative
if quantity < 0:
# This will cause the program to exit and log things if logging is
# enabled. -Brent
tracebackrepy.handle_internalerror("Resource '" + resource +
"' has a negative quantity " + str(quantity) + "!", 132)
# get the lock for this resource
resourcesuseddict['renewable_locks'][resource].acquire()
# release the lock afterwards no matter what
try:
# update the resource counters based upon the current time.
_update_resource_consumption_table(resource, resourcesalloweddict, resourcesuseddict)
# It's renewable, so I can wait for it to clear
if resource not in resource_constants.renewable_resources:
# Should never have a quantity tattle for a non-renewable resource
# This will cause the program to exit and log things if logging is
# enabled. -Brent
tracebackrepy.handle_internalerror("Resource '" + resource +
"' is not renewable!", 133)
resourcesuseddict[resource] = resourcesuseddict[resource] + quantity
# I'll block if I'm over...
_sleep_until_resource_drains(resource, resourcesalloweddict, resourcesuseddict)
finally:
# release the lock for this resource
resourcesuseddict['renewable_locks'][resource].release()
def _tattle_add_item(resource, item, resourcesalloweddict, resourcesuseddict):
"""
<Purpose>
Let the nanny know that the process is trying to consume a fungible but
non-renewable resource.
<Arguments>
resource:
A string with the resource name.
item:
A unique identifier that specifies the resource. It is used to
prevent duplicate additions and removals and so must be unique for
each item used.
<Exceptions>
InternalRepyError is raised if the consumption of the resource has exceded the limit.
ResourceExhaustedError is raised if the resource is currently at the usage limit.
<Side Effects>
None.
<Returns>
None.
"""
resourcesuseddict['fungible_locks'][resource].acquire()
# always unlock as we exit...
try:
# It's already acquired. This is always allowed.
if item in resourcesuseddict[resource]:
return
if len(resourcesuseddict[resource]) > resourcesalloweddict[resource]:
raise InternalRepyError, "Should not be able to exceed resource count"
if len(resourcesuseddict[resource]) == resourcesalloweddict[resource]:
# it's clobberin time!
raise ResourceExhaustedError("Resource '"+resource+"' limit exceeded!!")
# add the item to the list. We're done now...
resourcesuseddict[resource].add(item)
finally:
resourcesuseddict['fungible_locks'][resource].release()
def _tattle_remove_item(resource, item, resourcesalloweddict, resourcesuseddict):
"""
<Purpose>
Let the nanny know that the process is releasing a fungible but
non-renewable resource.
<Arguments>
resource:
A string with the resource name.
item:
A unique identifier that specifies the resource. It is used to
prevent duplicate additions and removals and so must be unique for
each item used.
<Exceptions>
None.
<Side Effects>
None.
<Returns>
None.
"""
resourcesuseddict['fungible_locks'][resource].acquire()
# always unlock as we exit...
try:
try:
resourcesuseddict[resource].remove(item)
except KeyError:
# may happen because removal is idempotent
pass
finally:
resourcesuseddict['fungible_locks'][resource].release()
# used for individual_item_resources
def _is_item_allowed(resource, item, resourcesalloweddict, resourcesuseddict):
"""
<Purpose>
Check if the process can acquire a non-fungible, non-renewable resource.
<Arguments>
resource:
A string with the resource name.
item:
A unique identifier that specifies the resource. It has some
meaning to the caller (like a port number for TCP or UDP), but is
opaque to the nanny.
<Exceptions>
None.
<Side Effects>
None.
<Returns>
True or False
"""
if item in resourcesalloweddict[resource]:
# this is semi nonsensical, but allows us to indicate which ports are used
# through get_resource_information()
resourcesuseddict[resource].add(item)
return True
else:
return False
############################ Externally called ########################
def start_resource_nanny(resourcefilename):
"""
<Purpose>
Initializes the resource information the nanny needs to do monitoring.
<Arguments>
resourcefilename: the file that contains the set of resources we will
use.
<Exceptions>
ResourceParseError if the resource file is invalid
<Side Effects>
None
<Returns>
None.
"""
global _resources_allowed_dict
global _resources_consumed_dict
# get the resource information from disk
_resources_allowed_dict, call_list = resourcemanipulation.read_resourcedict_from_file(resourcefilename)
# this sets up a dictionary with the correct locks, etc. for tracking
# resource use.
_resources_consumed_dict = _create_resource_consumption_dict()
def tattle_quantity(resource, quantity):
return _tattle_quantity(resource, quantity, _resources_allowed_dict, _resources_consumed_dict)
def tattle_add_item(resource, item):
return _tattle_add_item(resource, item, _resources_allowed_dict, _resources_consumed_dict)
def tattle_remove_item(resource, item):
return _tattle_remove_item(resource, item, _resources_allowed_dict, _resources_consumed_dict)
def is_item_allowed(resource, item):
return _is_item_allowed(resource, item, _resources_allowed_dict, _resources_consumed_dict)
# Armon: This is an extremely basic wrapper function, that just allows
# for pre/post processing if required in the future
def get_resource_limit(resource):
"""
<Purpose>
Returns the limit or availability of a resource.
<Arguments>
resource:
The resource about which information is being requested.
<Exceptions>
KeyError if the resource does not exist.
<Side Effects>
None
<Returns>
The resource availability or limit.
"""
return _resources_allowed_dict[resource]
def calculate_cpu_sleep_interval(cpulimit, percentused, elapsedtime):
"""
<Purpose>
Calculates proper CPU sleep interval to best achieve target cpulimit.
<Arguments>
cpulimit:
The target cpu usage limit
percentused:
The percentage of cpu used in the interval between the last sample of the process
elapsedtime:
The amount of time elapsed between last sampling the process
<Exceptions>
ZeroDivisionError if elapsedtime is 0.
<Side Effects>
None, this just does math
<Returns>
Time period the process should sleep
"""
# Debug: Used to calculate averages
#global totaltime, rawcpu, appstart
# Return 0 if elapsedtime is non-positive
if elapsedtime <= 0:
return 0
# Calculate Stoptime
# Mathematically Derived from:
# (PercentUsed * TotalTime) / ( TotalTime + StopTime) = CPULimit
stoptime = max(((percentused * elapsedtime) / cpulimit) - elapsedtime , 0)
# Print debug info
#rawcpu += percentused*elapsedtime
#totaltime = time.time() - appstart
#print totaltime , "," , (rawcpu/totaltime) , "," ,elapsedtime , "," ,percentused
#print percentused, elapsedtime
#print "Stopping: ", stoptime
# Return amount of time to sleep for
return stoptime
def get_resource_information():
"""
<Purpose>
Returns information about how many resources have been used.
<Arguments>
None
<Exceptions>
None
<Side Effects>
None
<Returns>
A tuple: (the allowed resource dict, and usage dict). Usage information
is sanitized to remove unnecessary things like locks.
"""
# the resources we are allowed to use is easy. We just copy this...
resource_limit_dict = _resources_allowed_dict.copy()
# from the other dict, we only take the resource information. (this omits
# locks and timing information that isn't needed)
# first, let's do the easy thing, the quantity resources. These are just
# floats
resource_use_dict = {}
for resourcename in resource_constants.quantity_resources:
resource_use_dict[resourcename] = _resources_consumed_dict[resourcename]
# for the fungible resources (files opened, etc,), we only need a count...
for resourcename in resource_constants.fungible_item_resources:
resource_use_dict[resourcename] = len(_resources_consumed_dict[resourcename])
# for the individual item resources (ports, etc,), we copy the set...
for resourcename in resource_constants.individual_item_resources:
resource_use_dict[resourcename] = _resources_consumed_dict[resourcename].copy()
# and that's it!
return (resource_limit_dict, resource_use_dict)