smart-top/src/monitor.py

"""
    This program is designed to inspect an application environment
    This program should only be run on unix friendly systems
    
"""
from __future__  import division
import os
import subprocess
from sets import Set
import re

class Analysis:
	def __init__(self):
		self.logs = []
		pass
	def post(self,object):
		self.logs.append(object)
"""
	This class is designed to analyze environment variables. Environment variables can either be folders, files or simple values
	The class returns a quantifiable assessment of the environment variables (expected 100%)
"""
class Env(Analysis):
	def __init__(self,values):
		Analysis.__init__(self)
		self.values = values
	"""
		This function evaluate the validity of an environment variable by returning a 1 or 0 (computable)
		The function will use propositional logic (https://en.wikipedia.org/wiki/Propositional_calculus)
	"""
	def evaluate(self,id):
		
		if id in os.environ :
			#
			# We can inspect to make sure the environment variable is not a path or filename.
			# Using propositional logic we proceed as follows:
			# 	- (p) We determine if the value is an folder or file name (using regex)
			# 	- (q) In case of a file or folder we check for existance
			# The final result is a conjuction of p and q
			#
			value = os.environ[id]
			expressions = [os.sep,'(\\.\w+)$']
			p = sum([ re.search(xchar,value) is not None for xchar in expressions])
			q = os.path.exists(value)
			
			return int(p and q)
		else:
			return 0
	
	def composite (self):
		r = [ self.evaluate(id) for id in self.values] ;		
		N = len(r)
		n = sum(r)
		return n/N

class Sandbox(Analysis):
	def __init__(self,conf):
		Analysis.__init__(self)
		self.sandbox_path = conf['path']
		self.requirements_path = conf['requirements']
	def get_requirements (self):
		f = open(self.requirements_path)
		return [ name.replace('-',' ').replace('_',' ') for name in f.read().split('\n') if name != '']
	"""
		This function will return the modules installed in the sandbox (virtual environment)
	"""
	def get_sandbox_requirements(self):
		cmd = ['freeze']
		xchar = ''.join([os.sep]*2)
		pip_vm = ''.join([self.sandbox_path,os.sep,'bin',os.sep,'pip']).replace(xchar,os.sep)
		cmd = [pip_vm]+cmd
		r = subprocess.check_output(cmd).split('\n')
		return [row.replace('-',' ').replace('_',' ') for row in r if row.strip() != '']	
	def evaluate(self):
		pass
	"""
		This function returns the ratio of existing modules relative to the ones expected
	"""
	def composite(self):
		required_modules= self.get_requirements()
		sandbox_modules	= self.get_sandbox_requirements()
		N = len(requirements)
		n = len(Set(required_modules) - Set(sandbox_modules))
		return n/N

"""
	This class performs the analysis of a list of processes and determines
	The class provides a quantifiable measure of how many processes it found over all
"""
class Processes(Analysis):
	def __init__(self,names):
		Analysis.__init__(self)
		self.names = names
	def evaluate(self,name):
		cmd  = "".join(['ps aux |grep -E "^ {0,}',name,'" |wc -l'])
		handler = subprocess.Popen(cmd,shell=True,stdout=subprocess.PIPE)
		
		return int(handler.communicate()[0].replace('\n','')) > 0
	def composite(self):
		r = [ self.evaluate(name) for name in self.names]
		N = len(r)
		n = sum(r)
		return n/N
"""
	This class returns an application's both memory and cpu usage
"""
class DetailProcess(Analysis):
	def __init__(self,names):
		self.names = names;
	def evaluate(self,name) :
		cmd	= "ps -eo pmem,pcpu,vsize,comm|grep :app$"
		handler = subprocess.Popen(cmd.replace(":app",name),shell=True,stdout=subprocess.PIPE)
		ostream = handler.communicate()[0].split(' ')
		return [float(value) for value in ostream if value.strip() not in ['',name]] +[name]
		
	def composite(self):
		#value = self.evaluate(self.name)
		#row= {"memory_usage":value[0],"cpu_usage":value[1]}
		#return row
		ma = [self.evaluate(name) for name in self.names]
		
		return [{"memory_usage":row[0],"cpu_usage":row[1],"memory_available":row[2]/1000,"label":row[3]} for row in ma]
"""
	This class will require
"""
class QueueServer(Analysis):
	def __init__(self,conf):
		Analysis.__init__(self)
		pass
	def is_running(self):
		p = Process(['rabbitmq-server'])
		return p.composite()
	def has_virtualhost(self,name):
		return 0
	def has_user(self,uid):
		return 0
	def composite(self):
		if self.is_running() :
			pass
		else:
			return [0,0,0]
"""
	Normalization will be required for the data produced by this class
"""
class DatabaseServer(Analysis):
	def __init__(self,conf):
		Analysis.__init__(self)
		pass
	def has_table(self,name):
		pass
	def has_fields(self,table,fields):
		pass
	def has_data(self,table):
		pass
"""
	This function will return the number of test-cases of the last build.
	The use of the returned number will have to be normalized if used in a dataset.
"""
#class TestCaseCount(Analysis):
	#pass