intermediate commit, not working

.vscode/launch.json

+{
+    // Use IntelliSense to learn about possible attributes.
+    // Hover to view descriptions of existing attributes.
+    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
+    "version": "0.2.0",
+    "configurations": [
+        {
+            "name": "simso",
+            "type": "python",
+            "request": "launch",
+            "program": "${workspaceFolder}/script.py",
+            "console": "internalConsole",
+            "justMyCode": false
+        }
+    ]
+}
\ No newline at end of file

.vscode/settings.json

+{
+    "python.pythonPath": "/usr/bin/python",
+    "editor.tokenColorCustomizations": {
+        "textMateRules": [
+            {
+                "scope": "googletest.failed",
+                "settings": {
+                    "foreground": "#f00"
+                }
+            },
+            {
+                "scope": "googletest.passed",
+                "settings": {
+                    "foreground": "#0f0"
+                }
+            },
+            {
+                "scope": "googletest.run",
+                "settings": {
+                    "foreground": "#0f0"
+                }
+            }
+        ]
+    },
+    "python.linting.pylintEnabled": true,
+    "python.linting.enabled": true
+}
\ No newline at end of file

simso/core/Job.py

 # coding=utf-8
 
-from SimPy.Simulation import Process, hold, passivate
+# from SimPy.Simulation import Process, hold, passivate
+from simpy import Process, Interrupt
 from simso.core.JobEvent import JobEvent
 from math import ceil
 
@@ -27,7 +28,7 @@ class Job(Process):
         :type etm: AbstractExecutionTimeModel
         :type sim: Model
         """
-        Process.__init__(self, name=name, sim=sim)
+        Process.__init__(self, env=sim, generator=self.activate_job()) # TODO: what to pass as generator?
         self._task = task
         self._pred = pred
         self.instr_count = 0  # Updated by the cache model.
@@ -37,14 +38,15 @@ class Job(Process):
         self._start_date = None
         self._end_date = None
         self._is_preempted = False
-        self._activation_date = self.sim.now_ms()
-        self._absolute_deadline = self.sim.now_ms() + task.deadline
         self._aborted = False
         self._sim = sim
+        self._activation_date = self._sim.now_ms()
+        self._absolute_deadline = self._sim.now_ms() + task.deadline
         self._monitor = monitor
         self._etm = etm
         self._was_running_on = task.cpu
         self._wcet = task.wcet
+        self.name = name
 
         self._on_activate()
 
@@ -62,7 +64,7 @@ class Job(Process):
         self._etm.on_activate(self)
 
     def _on_execute(self):
-        self._last_exec = self.sim.now()
+        self._last_exec = self._sim.now()
 
         self._etm.on_execute(self)
         if self._is_preempted:
@@ -76,7 +78,7 @@ class Job(Process):
 
     def _on_stop_exec(self):
         if self._last_exec is not None:
-            self._computation_time += self.sim.now() - self._last_exec
+            self._computation_time += self._sim.now() - self._last_exec
         self._last_exec = None
 
     def _on_preempted(self):
@@ -87,13 +89,13 @@ class Job(Process):
 
         self._monitor.observe(JobEvent(self, JobEvent.PREEMPTED))
         self._sim.logger.log(self.name + " Preempted! ret: " +
-                             str(self.interruptLeft), kernel=True)
+                             str("Don't know what to pass else?"), kernel=True) # TODO: what to pass as interrupted?
 
     def _on_terminated(self):
         self._on_stop_exec()
         self._etm.on_terminated(self)
 
-        self._end_date = self.sim.now()
+        self._end_date = self._sim.now()
         self._monitor.observe(JobEvent(self, JobEvent.TERMINATED))
         self._task.end_job(self)
         self._task.cpu.terminate(self)
@@ -102,7 +104,7 @@ class Job(Process):
     def _on_abort(self):
         self._on_stop_exec()
         self._etm.on_abort(self)
-        self._end_date = self.sim.now()
+        self._end_date = self._sim.now()
         self._aborted = True
         self._monitor.observe(JobEvent(self, JobEvent.ABORTED))
         self._task.end_job(self)
@@ -181,7 +183,7 @@ class Job(Process):
         Dynamic laxity of the job in ms.
         """
         return (self.absolute_deadline - self.ret
-                ) * self.sim.cycles_per_ms - self.sim.now()
+                ) * self._sim.cycles_per_ms - self._sim.now()
 
     @property
     def computation_time(self):
@@ -199,7 +201,7 @@ class Job(Process):
             return int(self._computation_time)
         else:
             return (int(self._computation_time) +
-                    self.sim.now() - self._last_exec)
+                    self._sim.now() - self._last_exec)
 
     @property
     def actual_computation_time(self):
@@ -288,39 +290,35 @@ class Job(Process):
         return self._pred
 
     def activate_job(self):
-        self._start_date = self.sim.now()
+        self._start_date = self._sim.now()
         # Notify the OS.
         self._task.cpu.activate(self)
 
         # While the job's execution is not finished.
         while self._end_date is None:
             # Wait an execute order.
-            yield passivate, self
-
-            # Execute the job.
-            if not self.interrupted():
+            try:
+                yield self._sim.event() 
+            except Interrupt:
+                pass
+            else:
                 self._on_execute()
                 # ret is a duration lower than the remaining execution time.
                 ret = self._etm.get_ret(self)
 
                 while ret > 0:
-                    yield hold, self, int(ceil(ret))
-
-                    if not self.interrupted():
-                        # If executed without interruption for ret cycles.
-                        ret = self._etm.get_ret(self)
-                    else:
+                    try:
+                        yield self._sim.timeout(int(ceil(ret)))
+                    except Interrupt:
                         self._on_preempted()
-                        self.interruptReset()
                         break
+                    else:
+                        ret = self._etm.get_ret(self)
 
                 if ret <= 0:
                     # End of job.
                     self._on_terminated()
 
-            else:
-                self.interruptReset()
-
 
 class SequentialJob(Job):
     pass

simso/core/Logger.py

 # coding=utf-8
 
-from SimPy.Simulation import Monitor
-
+from simso.core.Monitor import Monitor
 
 class Logger(object):
     """
@@ -13,7 +12,7 @@ class Logger(object):
             - `sim`: The :class:`model <simso.core.Model.Model>` object.
         """
         self.sim = sim
-        self._logs = Monitor(name="Logs", sim=sim)
+        self._logs = Monitor(name="Logs", env=sim)
 
     def log(self, msg, kernel=False):
         """

simso/core/Model.py

 # coding=utf-8
 
-from SimPy.Simulation import Simulation
+# from simpy.Simulation import Simulation
+from simpy import Environment
 from simso.core.Processor import Processor
 from simso.core.Task import Task
 from simso.core.Timer import Timer
 from simso.core.etm import execution_time_models
 from simso.core.Logger import Logger
 from simso.core.results import Results
-import SimPy as SPPc
 
 
-class Model(Simulation):
+class Model(Environment):
     """
     Main class for the simulation. It instantiate the various components
     required by the simulation and run it.
@@ -27,8 +27,7 @@ class Model(Simulation):
 
         Methods:
         """
-        print(SPPc.__version__)
-        Simulation.__init__(self)
+        Environment.__init__(self)
         self._logger = Logger(self)
         task_info_list = configuration.task_info_list
         proc_info_list = configuration.proc_info_list
@@ -76,7 +75,7 @@ class Model(Simulation):
         self.results = None
 
     def now_ms(self):
-        return float(self.now()) / self._cycles_per_ms
+        return float(self.now) / self._cycles_per_ms
 
     @property
     def logs(self):
@@ -127,25 +126,25 @@ class Model(Simulation):
 
     def _on_tick(self):
         if self._callback:
-            self._callback(self.now())
+            self._callback(self.now)
 
     def run_model(self):
         """ Execute the simulation."""
-        self.initialize()
+        # self.initialize()
         self.scheduler.init()
         self.progress.start()
 
         for cpu in self._processors:
-            self.activate(cpu, cpu.run())
+            self.process(cpu.run())
 
         for task in self._task_list:
-            self.activate(task, task.execute())
+            self.process(task.execute())
 
         try:
-            self.simulate(until=self._duration)
+            self.run(until=self._duration)
         finally:
             self._etm.update()
 
-            if self.now() > 0:
+            if self.now > 0:
                 self.results = Results(self)
                 self.results.end()

simso/core/Monitor.py

+class Monitor(list):
+    """ Monitored variables
+
+    A Class for monitored variables, that is, variables that allow one
+    to gather simple statistics.  A Monitor is a subclass of list and
+    list operations can be performed on it. An object is established
+    using m = Monitor(name = '..'). It can be given a
+    unique name for use in debugging and in tracing and ylab and tlab
+    strings for labelling graphs.
+    """
+    def __init__(self, env , name = 'a_Monitor', ylab = 'y', tlab = 't'):
+        list.__init__(self)
+        self.env = env
+        self.startTime = 0.0
+        self.name = name
+        self.ylab = ylab
+        self.tlab = tlab
+
+    def observe(self, y,t = None):
+        """record y and t"""
+        if t is  None: t = self.env.now()
+        self.append([t, y])
+
+    def tally(self, y):
+        """ deprecated: tally for backward compatibility"""
+        self.observe(y, 0)
+
+    def accum(self, y,t = None):
+        """ deprecated:  accum for backward compatibility"""
+        self.observe(y, t)
+
+    def reset(self, t = None):
+        """reset the sums and counts for the monitored variable """
+        self[:] = []
+        if t is None: t = self.env.now()
+        self.startTime = t
+
+    def tseries(self):
+        """ the series of measured times"""
+        return list(zip(*self))[0]
+
+    def yseries(self):
+        """ the series of measured values"""
+        return list(zip(*self))[1]
+
+    def count(self):
+        """ deprecated: the number of observations made """
+        return self.__len__()
+
+    def total(self):
+        """ the sum of the y"""
+        if self.__len__() == 0:  return 0
+        else:
+            sum = 0.0
+            for i in range(self.__len__()):
+                sum += self[i][1]
+            return sum # replace by sum() later
+
+    def mean(self):
+        """ the simple average of the monitored variable"""
+        try:
+            return 1.0 * self.total() / self.__len__()
+        except ZeroDivisionError:
+            raise ZeroDivisionError('SimPy: No observations for mean')
+
+    def var(self):
+        """ the sample variance of the monitored variable """
+        n = len(self)
+        tot = self.total()
+        ssq = 0.0
+        for i in range(self.__len__()):
+            ssq += self[i][1] ** 2 # replace by sum() eventually
+        try:
+            return (ssq - float(tot * tot) / n) / n
+        except:
+            raise ZeroDivisionError(
+                    'SimPy: No observations for sample variance')
+
+    def timeAverage(self, t = None):
+        """
+        The time-weighted average of the monitored variable.
+
+        If t is used it is assumed to be the current time,
+        otherwise t =  self.sim.now()
+
+        """
+        N = self.__len__()
+        if N  == 0:
+            return None
+
+        if t is None: t = self.env.now()
+        sum = 0.0
+        tlast = self[0][0]
+        ylast = self[0][1]
+        for i in range(N):
+            ti, yi = self[i]
+            sum += ylast * (ti - tlast)
+            tlast = ti
+            ylast = yi
+        sum += ylast * (t - tlast)
+        T = t - self[0][0]
+        if T == 0:
+             return None
+        return sum / float(T)
+
+    def timeVariance(self, t = None):
+        """ the time - weighted Variance of the monitored variable.
+
+            If t is used it is assumed to be the current time,
+            otherwise t =  self.sim.now()
+        """
+        N = self.__len__()
+        if N  == 0:
+            return None
+        if t is None: t = self.env.now()
+        sm = 0.0
+        ssq = 0.0
+        tlast = self[0][0]
+        # print 'DEBUG: 1 twVar ', t, tlast
+        ylast = self[0][1]
+        for i in range(N):
+            ti, yi = self[i]
+            sm  += ylast * (ti - tlast)
+            ssq += ylast * ylast * (ti - tlast)
+            tlast = ti
+            ylast = yi
+        sm  += ylast * (t - tlast)
+        ssq += ylast * ylast * (t - tlast)
+        T = t - self[0][0]
+        if T == 0:
+             return None
+        mn = sm / float(T)
+        return ssq / float(T) - mn * mn

simso/core/Processor.py

 # coding=utf-8
 
 from collections import deque
-from SimPy.Simulation import Process, Monitor, hold, waituntil
+from simpy import Process
+# from SimPy.Simulation import Process, Monitor, hold, waituntil
 from simso.core.ProcEvent import ProcRunEvent, ProcIdleEvent, \
     ProcOverheadEvent, ProcCxtSaveEvent, ProcCxtLoadEvent
-
+from simso.core.Monitor import Monitor
 
 RESCHED = 1
 ACTIVATE = 2
@@ -53,7 +54,7 @@ class Processor(Process):
         cls._identifier = 0
 
     def __init__(self, model, proc_info):
-        Process.__init__(self, name=proc_info.name, sim=model)
+        Process.__init__(self, env=model, generator=self.run()) # TODO: what to pass as generator?
         self._model = model
         self._internal_id = Processor._identifier
         Processor._identifier += 1
@@ -62,15 +63,14 @@ class Processor(Process):
         self.was_running = None
         self._evts = deque([])
         self.sched = model.scheduler
-        self.monitor = Monitor(name="Monitor" + proc_info.name, sim=model)
+        self.monitor = Monitor(env=model, name="Monitor" + proc_info.name)
         self._caches = []
         self._penalty = proc_info.penalty
         self._cs_overhead = proc_info.cs_overhead
         self._cl_overhead = proc_info.cl_overhead
         self._migration_overhead = proc_info.migration_overhead
         self.set_caches(proc_info.caches)
-        self.timer_monitor = Monitor(name="Monitor Timer" + proc_info.name,
-                                     sim=model)
+        self.timer_monitor = Monitor(env=model, name="Monitor Timer" + proc_info.name)
         self._speed = proc_info.speed
 
     def resched(self):
@@ -143,28 +143,32 @@ class Processor(Process):
         """
         return self._running
 
+    def waituntil(self, cond_func, delay=1):
+        while not cond_func():
+            yield self.env.timeout(delay)
+
     def run(self):
         while True:
             if not self._evts:
                 job = self._running
                 if job:
-                    yield waituntil, self, lambda: job.context_ok
+                    yield self.waituntil(lambda: job.context_ok)
                     self.monitor.observe(ProcCxtLoadEvent())
-                    yield hold, self, self.cl_overhead  # overhead load context
+                    yield self._model.timeout(self.cl_overhead) # overhead load context
                     self.monitor.observe(ProcCxtLoadEvent(terminated=True))
                     job.interruptReset()
-                    self.sim.reactivate(job)
+                    self.env.reactivate(job)
                     self.monitor.observe(ProcRunEvent(job))
                     job.context_ok = False
                 else:
                     self.monitor.observe(ProcIdleEvent())
 
                 # Wait event.
-                yield waituntil, self, lambda: self._evts
+                yield self.waituntil(lambda: self._evts)
                 if job:
                     self.interrupt(job)
                     self.monitor.observe(ProcCxtSaveEvent())
-                    yield hold, self, self.cs_overhead  # overhead save context
+                    yield self._model.timeout(self.cs_overhead) # overhead save context
                     self.monitor.observe(ProcCxtSaveEvent(terminated=True))
                     job.context_ok = True
 
@@ -178,28 +182,28 @@ class Processor(Process):
                 self.sched.on_activate(evt[1])
                 self.monitor.observe(ProcOverheadEvent("JobActivation"))
                 self.sched.monitor_begin_activate(self)
-                yield hold, self, self.sched.overhead_activate
+                yield self._model.timeout(self.sched.overhead_activate)
                 self.sched.monitor_end_activate(self)
             elif evt[0] == TERMINATE:
                 self.sched.on_terminated(evt[1])
                 self.monitor.observe(ProcOverheadEvent("JobTermination"))
                 self.sched.monitor_begin_terminate(self)
-                yield hold, self, self.sched.overhead_terminate
+                yield self._model.timeout(self.sched.overhead_terminate)
                 self.sched.monitor_end_terminate(self)
             elif evt[0] == TIMER:
                 self.timer_monitor.observe(None)
                 if evt[1].overhead > 0:
-                    print(self.sim.now(), "hold", evt[1].overhead)
-                    yield hold, self, evt[1].overhead
+                    print(self.env.now(), "hold", evt[1].overhead)
+                    yield self._model.timeout(evt[1].overhead)
                 evt[1].call_handler()
             elif evt[0] == SPEED:
                 self._speed = evt[1]
             elif evt[0] == RESCHED:
                 self.monitor.observe(ProcOverheadEvent("Scheduling"))
                 self.sched.monitor_begin_schedule(self)
-                yield waituntil, self, self.sched.get_lock
+                yield self.waituntil(self.sched.get_lock)
                 decisions = self.sched.schedule(self)
-                yield hold, self, self.sched.overhead  # overhead scheduling
+                yield self._model.timeout(self.sched.overhead)  # overhead scheduling
                 if type(decisions) is not list:
                     decisions = [decisions]
                 decisions = [d for d in decisions if d is not None]

simso/core/Scheduler.py

@@ -6,11 +6,12 @@ import importlib
 import pkgutil
 import inspect
 
+from simso.core.Monitor import Monitor
 from simso.core.SchedulerEvent import SchedulerBeginScheduleEvent, \
     SchedulerEndScheduleEvent, SchedulerBeginActivateEvent, \
     SchedulerEndActivateEvent, SchedulerBeginTerminateEvent, \
     SchedulerEndTerminateEvent
-from SimPy.Simulation import Monitor
+
 
 
 class SchedulerInfo(object):
@@ -145,7 +146,7 @@ class Scheduler(object):
         self.overhead_activate = scheduler_info.overhead_activate
         self.overhead_terminate = scheduler_info.overhead_terminate
         self.data = scheduler_info.data
-        self.monitor = Monitor(name="MonitorScheduler", sim=sim)
+        self.monitor = Monitor(name="MonitorScheduler", env=sim)
 
     def init(self):
         """

simso/core/Task.py

 # coding=utf-8
 
+import simpy
+from simpy import Process
 from collections import deque
-from SimPy.Simulation import Process, Monitor, hold, passivate
+# from SimPy.Simulation import Process, Monitor, hold, passivate
 from simso.core.Job import Job
 from simso.core.Timer import Timer
+from simso.core.Monitor import Monitor
 from .CSDP import CSDP
 
 import os
@@ -129,11 +132,11 @@ class GenericTask(Process):
         :type sim: Model
         :type task_info: TaskInfo
         """
-        Process.__init__(self, name=task_info.name, sim=sim)
+        Process.__init__(self, env=sim, generator=self.execute())
         self.name = task_info.name
         self._task_info = task_info
         self._monitor = Monitor(name="Monitor" + self.name + "_states",
-                                sim=sim)
+                                env=sim)
         self._activations_fifo = deque([])
         self._sim = sim
         self.cpu = None
@@ -144,6 +147,9 @@ class GenericTask(Process):
         self._jobs = []
         self.job = None
 
+    def execute(self):
+        pass
+
     def __lt__(self, other):
         return self.identifier < other.identifier
 
@@ -260,12 +266,12 @@ class GenericTask(Process):
             self._activations_fifo.popleft()
         if len(self._activations_fifo) > 0:
             self.job = self._activations_fifo[0]
-            self.sim.activate(self.job, self.job.activate_job())
+            self.env.activate(self.job, self.job.activate_job())
 
     def _job_killer(self, job):
         if job.end_date is None and job.computation_time < job.wcet:
             if self._task_info.abort_on_miss:
-                self.cancel(job)
+                # self.cancel(job) TODO: How to cancel Job?
                 job.abort()
 
     def create_job(self, pred=None):
@@ -275,15 +281,15 @@ class GenericTask(Process):
         """
         self._job_count += 1
         job = Job(self, "{}_{}".format(self.name, self._job_count), pred,
-                  monitor=self._monitor, etm=self._etm, sim=self.sim)
+                  monitor=self._monitor, etm=self._etm, sim=self.env)
 
         if len(self._activations_fifo) == 0:
             self.job = job
-            self.sim.activate(job, job.activate_job())
+            self.env.process(job.activate_job())
         self._activations_fifo.append(job)
         self._jobs.append(job)
 
-        timer_deadline = Timer(self.sim, GenericTask._job_killer,
+        timer_deadline = Timer(self.env, GenericTask._job_killer,
                                (self, job), self.deadline)
         timer_deadline.start()
 
@@ -301,7 +307,7 @@ class ATask(GenericTask):
 
     def execute(self):
         self._init()
-        yield passivate, self
+        yield self.env.event()
 
 
 class PTask(GenericTask):
@@ -314,13 +320,13 @@ class PTask(GenericTask):
     def execute(self):
         self._init()
         # wait the activation date.
-        yield hold, self, int(self._task_info.activation_date *
-                              self._sim.cycles_per_ms)
+        yield self.env.timeout(int(self._task_info.activation_date *
+                              self._sim.cycles_per_ms))
 
         while True:
             # print self.sim.now(), "activate", self.name
             self.create_job()
-            yield hold, self, int(self.period * self._sim.cycles_per_ms)
+            yield self.env.timeout(int(self.period * self._sim.cycles_per_ms))
 
 
 class SporadicTask(GenericTask):
@@ -334,8 +340,8 @@ class SporadicTask(GenericTask):
 
         self._init()
         for ndate in self.list_activation_dates:
-            yield hold, self, int(ndate * self._sim.cycles_per_ms) \
-                - self._sim.now()
+            yield self.env.timeout(int(ndate * self._sim.cycles_per_ms) \
+                - self._sim.now())
             self.create_job()
 
     @property
@@ -354,8 +360,8 @@ class ProbabilisticTask(GenericTask):
 
         self._init()
         for ndate in self.list_activation_dates:
-            yield hold, self, int(ndate * self._sim.cycles_per_ms) \
-                - self._sim.now()
+            yield self.env.timeout(int(ndate * self._sim.cycles_per_ms) \
+                - self._sim.now())
             self.create_job()
 
     @property

simso/core/Timer.py

 # coding=utf-8
 
-from SimPy.Simulation import Process, hold
+# from SimPy.Simulation import Process, hold
+from simpy import Environment, Process, Interrupt
 
 # TODO: allow the user to specify an overhead.
 
 
 class InstanceTimer(Process):
     def __init__(self, timer):
-        Process.__init__(self, name="Timer", sim=timer.sim)
+        Process.__init__(self, env=timer.env, generator=self.run())
         self.function = timer.function
         self.args = timer.args
         self.delay = timer.delay
@@ -23,9 +24,13 @@ class InstanceTimer(Process):
     def run(self):
         self.running = True
         while self.running:
-            yield hold, self, self.delay
-            if self.interrupted() or not self.running:
+            try:
+                yield self.env.timeout(self.delay)
+            except Interrupt:
                 break
+            else:
+                if not self.running:
+                    break;
                 if self.cpu:
                     self.cpu.timer(self)
                 else:
@@ -67,7 +72,7 @@ class Timer(object):
 
         Methods:
         """
-        self.sim = sim
+        self.env = sim
         self.function = function
         self.args = args
         if in_ms:
@@ -89,7 +94,7 @@ class Timer(object):
         Start the timer.
         """
         self.instance = InstanceTimer(self)
-        self.sim.activate(self.instance, self.instance.run(), self.prior)
+        self.env.process(self.instance.run()) # TODO: , self.prior what's with this?
 
     def stop(self):
         """

simso/core/__init__.py

@@ -9,3 +9,4 @@ from simso.core.Processor import Processor
 from simso.core.Scheduler import Scheduler
 from simso.core.Timer import Timer
 from simso.core.results import Results
+from simso.core.Monitor import Monitor
\ No newline at end of file