source: fact/tools/PyDimCtrl/ScriptsForPyDimCtrl.py@ 20115

#!/usr/bin/python -tti

import time
from factdimserver import *
import numpy as np
import types
import sys
import threading
import Queue

import logging
# create logger with 'spam_application'
logger = logging.getLogger('PyDimCtrl')
logger.setLevel(logging.DEBUG)
# create file handler which logs even debug messages
fh = logging.FileHandler('PyDimCtrl.log')
fh.setLevel(logging.DEBUG)
# create console handler with a higher log level
ch = logging.StreamHandler()
ch.setLevel(logging.WARNING)
# create formatter and add it to the handlers
formatter = logging.Formatter('%(asctime)s - %(name)s - %(levelname)s - %(message)s')
fh.setFormatter(formatter)
ch.setFormatter(formatter)
# add the handlers to the logger
logger.addHandler(fh)
logger.addHandler(ch)

last_drive_kwargs = {}
last_drive_method = None

bias_calibration = {}

bias_current = {}

report_length = 0

source_list = [
  ['Crab',          0.6,  50, -130],
  ["1ES 2344+51.4", 0.6,  90, -90 ],
  ["Mrk 501",       0.6, -22, -22+180 ],
  ["Mrk 421",       0.6,  90, -90 ],
  ["1ES 1218+304",  0.6,  -5, -5+180 ],
  ["1ES 1959+650",  0.6, 155, 155-180 ],
  ["Dark Patch 2",  0.6,  90, -90 ],
  ["Dark Patch 3",  0.6,  90, -90 ],
  ["H 1426+428",    0.6,  90, -90 ],
  ["IC 310",        0.6, -18, -18+180 ],
  ["PKS 2155-304",  0.6,  90, -90 ] ]
  
crazyPatches = [66,191,193]
  
sourcedict = {}
def make_sourcedict():
  for s in source_list:
    sourcedict[s[0]] = {}
    sourcedict[s[0]]['wobble_offset'] = s[1]
    sourcedict[s[0]]['wobble_angle1'] = s[2]
    sourcedict[s[0]]['wobble_angle2'] = s[3]





def wait_nice(self, state_num, timeout=None):                            
  global report_length
  if not hasattr(self, 'stn'):
    raise TypeError(self.name+' has no CMD called STATE')
  if timeout == None:
    timeout = float('inf')
  else:
    timeout = float(timeout)
  start = time.time()
  intermed = time.time()-1.
  while not self.stn == state_num:
    time.sleep(0.1)
    if time.time() - intermed >= 1.:
      report = str(fad_control.events()[0]) + ' events @ ' + str( ftm_control.trigger_rates()[3]) + ' Hz'
      
      sys.stdout.write('\r'+' '*report_length)
      sys.stdout.flush()
      sys.stdout.write('\r'+report)
      sys.stdout.flush()
      report_length = len(report)

      intermed = time.time()
    
    if time.time() >= start+timeout:
      report_length=0
      print
      return False
  report_length=0
  print
  return True

fad_control.wait_nice = types.MethodType( wait_nice, fad_control) 


def FadConnectCrate( crate ):
  cratenum = None

  if crate == 'all':
    print "connecting to all crates"
    for i in range( 40 ):
      time.sleep(3.8)
      fad_control.connect(i)
    print "... done"
  else:
    try:
      cratenum = int(crate)
    except ValueError as e:
      print "cannot convert crate parameter to integer. crate=", crate
      print e
      raise

  if cratenum != None:
    print "connecting to crate", cratenum
    for i in range(cratenum*10, (cratenum+1)*10 ):
      time.sleep(3.8)
      fad_control.connect(i)
    print "... done"


def FadDisconnectCrate( crate ):
  cratenum = None

  if crate == 'all':
    print "connecting to all crates"
    for i in range( 40 ):
      fad_control.disconnect(i)
    print "... done"
  else:
    try:
      cratenum = int(crate)
    except ValueError as e:
      print "cannot convert crate parameter to integer. crate=", crate
      print e
      raise

  if cratenum != None:
    print "connecting to crate", cratenum
    for i in range(cratenum*10, (cratenum+1)*10 ):
      print 'disconnecting from ', i
      fad_control.disconnect(i)
    print "... done"



def IsReadyForDataTaking( verbose=False ):
  """ Checking the system statuses if they are ready for data taking
  """
  if verbose:
    print "--------------------------------------"
    print "Checking the system statuses of:"
    print "FEEDBACK, BIAS, FAD and DRIVE_CONTROL"
    print "--------------------------------------"

    print "...waiting for FEEDBACK"
    print "   to be in state 12: CurrentControl"
  feedback.wait(12)

  if verbose:
    print "...waiting for BIAS_CONTROL"
    print "   to be in state 9: VoltageOn"
  bias_control.wait(9)

  if verbose:
    print "...waiting for FAD_CONTROL"
    print "   to be in state 4: Connected"
  fad_control.wait(4)

  if verbose:
    print "...waiting for drive_CONTROL"
    print "   to be in state 8: Tracking"
  drive_control.wait(8)

  if verbose:
    print "...system statuses OK"
    print "--------------------------------------"

def NotReadyForDataTaking( servers_n_targets = [ (feedback, 12),
      (bias_control, 9),
      (fad_control, 4) ] ):
  """ Checking the system statuses if they are ready for data taking
    return list of servers, which are NOT ready for Data Taking
    so one can use this function like this
    if not NotReadyForDataTaking():
      # freak out
    else:
      # start data taking
  """
  not_ready = []
  
  print "--------------------------------------"
  print "Checking the system statuses of:"
  for server,target in servers_n_targets:
    print server.__name__ , ','
  print 
  print "--------------------------------------"

  for n, server, target in enumerate(servers_n_targets):
    if server.stn != target:
      print server.__name__, "NOT in state ", target
      not_ready.apppend((server,target))
  
  return not_ready




def PrepareBiasForDataTaking():
  """ should have the original behaviour, no new fancy features
    check feedback state before switching BIAS ON and ramping up to nominal Voltage
  """

  start = time.time()
  while (feedback.stn != 12):
    time.sleep(0.1)
    if time.time() > start + 10.:
      print "==================================================="
      print " feedback is not in state 'CurrentControl' "
      print " OPERATOR: "
      print " goto feedback console and check the state of "
      print " feedback by typing [st] to find out what the"
      print " current state means and maybe needs to be done"
      print " this script will wait for state 'CurrentControl'"
      print "==================================================="
      feedback.wait(12)

  bias_control.set_global_dac(1)

  start = time.time()
  while (bias_control.stn != 9):
    time.sleep(0.1)
    if time.time() > start + 10.:
      print '==================================================='
      print ' switching on bias not successfull'
      print ' biasctrl is not in state "VoltageOn"'
      print ''
      print ' OPERATOR:'
      print ' goto biasctrl console and check the state of'
      print ' biasctrl by typing [st] to find out what the'
      print ' current state means and maybe needs to be done'
      print ''
      print ' this script will wait for state "VoltageOn"'
      print '==================================================='
      bias_control.wait(9)

  bias_control.wait(5)
  bias_control.wait(9)

  print "bias is on, and feedback-program is working, but we wait 45sec for the current readings..."
  time.sleep(45)
  print "...done"


def StopTracking():
  """ should have the original behaviour, no new fancy features
    stop drivectrl tracking the current source
  """
  drive_control.stop()
  drive_control.wait(6) #Armed

  print "Drive Armed"
  print "Tracking Stopped"


def SwitchOnBias():
  """ should have the original behaviour, no new fancy features
    bring Feedback to state CurrentControIdle and switch on Bias
  """
  print ' switching on current controll feedback'
  feedback.stop()
  print ' ... starting current control feedback '
  feedback.start_current_control(0.)
  feedback.enable_output(1)  # 1 means True here ... this needs improvement.

  print ' ...waiting for FEEDBACK to be in state 9: CurrentCtrlIdle'
  feedback.wait(9)
  print '... feedback is running.'
  
  print ' switching bias on by, setting DAC to 1 globally'
  bias_control.set_global_dac(1)
  
  print ' ...waiting for BIAS to be in state 9: VoltageOn'
  bias_control.wait(9)
  print ' ...1 DAC globally set'


  print ' ...waiting for BIAS to be in state 5: Ramping'
  bias_control.wait(5)
  print ' ...ramping to nominal voltage'

  print ' ...waiting for BIAS to be in state 9: VoltageOn'
  bias_control.wait(9)
  print ' ...bias on'

  print ' waiting 45sec for the current control to stabilize...'
  time.sleep(45.)
  print ' ... done, bias on'


    # the feedback should be in state 'CurrentCtrlIdle'(9) now since 30.05.12
  #  if feedback.stn != 9:
  #    print "feedback is in state:", feedback.sts , "(", feedback.stn, ")"
  #    print "but is should be in state CurrentCtrlIdle (9)"
  #    print "aborting"
  #    return



def WaitForTracking( verbose = False):
  """ Wait for drivectrl to reply that its tracking the given source
  """
  if verbose:
    print "...waiting for DRIVE_CONTROL"
    print "   to be in state 7: Moving"
  drive_control.wait(7)
  if verbose:
    print "...moving"
  
  if verbose:
    print "...waiting for DRIVE_CONTROL"
    print "   to be in state 8: Tracking"
  drive_control.wait(8)
  if verbose:
    print "...tracking requested wobble position"

  if verbose:
    print "waiting 10 sec for drive to calm down"
    print "and tracking beeing stable"
  time.sleep(10)




def Take( time, num_events, runtype, verbose=False):
  """ more general version of e.g. TakePedestalOnRun
    Note: One has to check, if Ready for *Take* by oneself
  """
  runtype += '\0'
  
  if verbose:
    print ' taking', runtype,'. ', num_events, 'events in', time, 'seconds'
  mcp.start(time, num_events, runtype)

  if verbose:
    print '...waiting for FAD to be in state 8: Writing Data'
  fad_control.wait(8) # Writing Data
  if verbose:
    print '...waiting for FAD to be in state 4: Connected'
  fad_control.wait_nice(4) # Connected
  if verbose:
    print '... done'

def TakeBetter( time, num_events, runtype, 
                Bias = None,
                Drive = None,
                
                verbose=False):
  """
  """
  if Bias not in [None, 'On', 'Off']:
    raise ValueError('Bias needs to be one of [None, "On", "Off"]')
    return False

  # Sanity check
  # Drive can be:
  # Drive = 'sourcename'
  # Drive = ('sourcename', wobble_pos = 1 || 2)
  # Drive = None
  if type(Drive) not in [type(''), type((0,0)), type(None) ]:
    raise ValueError('Bias needs to be one of [None, "On", "Off"]')
    return False


  runtype += '\0'
  
  # FAD:
  #
  # It makes no sense to try to take data, when the FADs are not well connected.
  # Also I think it makes no sense to start datataking, when FAD is in WritingData
  # and when MCP is not in an Idle state...
  #
  # we will check if FAD is in Connected(4), if in Writing_Data(8), we will send: close_all_open_files()
  # if in one of the configuring states(5,6,7) we will send reset_configure
  # if in Connecting(3), we will try to find which board is making problems...
  # and disconnect and connect it --> THREE TIMES
  # if it doesn't help.
  # we abort.
  # 
  # 

  
  # FTM:
  # the ftm is not so critcal, since it makes no problems normally... 
  # It can be in triggerON(4) or Idle(3)
  # Connected(2) is not good here we need a power cycle
  # Any of the Configured States (5,6,7) should be treated with reset_configure()
  #
  # we will anyway check if in Connected(2) before starting.

  # DRIVE_CONTROL:
  # in case *Drive* is a valid sourcename from sourcedict, 
  # we will give the command to point to that source in ON mode
  # in case *Drive* is a tuple of ('sourcename', 1 || 2)
  # We will point to that soource in wobble mode.
  #
  # If Drive is 'Stop. The Drive will be stopped 
  # 
  # In anycase The Drive will be checked for not beeing in the state ERROR
  # in that case we will send DRIVE_CONTROL/STOP and the last tracking 
  # command or nothing in case Drive = 'Stop'
  #
  # In case Drive is None no commands will be send to DRIVE_CONTROL at allow
  
  # Drive can be:
  # Drive = 'sourcename'
  # Drive = ('sourcename', wobble_pos = 1 || 2)
  # Drive = None
  
  # RATE_CTRL
  #
  # Rate_control should be in Connected(4) and not lower
  # 5,6,7 should not be the case ... STOP will help, I hope
  # 
  # we will try to get it into Connected, by sending STOP once
  # if not successful we abort
  
  start_time = time.time()
  duration = 10.
  while fad_control.stn != 4:
    if fad_control.stn in [5,6,7]: # Configure State --> Reset_Configure
      fad_control.reset_configure()
    elif fad_control.stn == 8: #WritingData --> Close_all_open_files()
      fad_control.close_open_files()
    elif fad_control.stn == 3: #Connecting --> try to find 'bad' board and reconnect
      duration = 60.
      print 'fad_control in state Connecting ... trying to find "bad" board'
      print 'timeout increased to 60.sec'
      conn = GetFadConnections()
      bad = np.where( conn != 0x42 )[0]
      print 'possible bad boards', bad
      print 'disconnecting'
      for b in bad:
        fad_control.disconnect(b)
      time.sleep(3.)
      for b in bad:
        fad_control.connect(b)
    else:                       # really bad .. abort
      print 'ERROR: FAD_CTRL in state', fad_control.stn, fad_control.sts
      print 'I do not know how to treat that ... aborting'
      return False
  
    time.sleep(1.)
    if time.time() - start_time > duration:
      print 'Timeout during try to get FAD into Connected'
      return False
  
  # BIAS
  #
  # As well it makes no sense to try to take data, when the Bias control is in an
  # undefined state.
  # When *Bias* is 'On' we will take care that the Bias voltage is on, and stays on
  # When *Bias* is 'Off' we will shut bias down and do nothing more
  # When *Bias* is None -default- then no commands will be send to BiasCtrl
  
  start_time = time.time()
  duration = 20.
  if Bias == 'On':
    if ( (bias_control.voltage()[0:320].mean() > 60) and 
            ( (bias_control.stn == 5) or 
              (bias_control.stn == 9) ) ):
      pass 
      
  elif Bias == 'Off':
    pass

  if verbose:
    print ' taking', runtype,'. ', num_events, 'events in', time, 'seconds'
  mcp.start(time, num_events, runtype)

  if verbose:
    print '...waiting for FAD to be in state 8: Writing Data'
  fad_control.wait(8) # Writing Data
  if verbose:
    print '...waiting for FAD to be in state 4: Connected'
  fad_control.wait_nice(4) # Connected
  if verbose:
    print '... done'



def TakeData():
  """ taking a Data Set (1x Pedestal On, 1x LPext, 4x5min DataRun)
  """
  # take a Pedestal run
  IsReadyForDataTaking()
  print 'taking pedestal run with 1000 events'
  Take(-1, 1000, 'pedestal')
  
  # take a ExtLP run
  IsReadyForDataTaking()
  print 'taking External Light Pulser with BIAS on 1000 ...'
  Take(-1, 1000, 'light-pulser-ext')

  #Data Taking with Full Trigger Area (4x5min)
  for run in range(4):
    print 'taking data run', run+1, 'out of 4'
    IsReadyForDataTaking()
    Take( 300, -1, 'data')

def TakeDrsCalibration():
  """ script for DRS-Calibration before Data taking
  """
  print 'script for DRS-Calibration before Data taking'
  print 'starting up...'

  feedback.enable_output(1)
  # Making sure bias is off, before the DRS calibration starts
  bias_control.set_zero_voltage()
  print '...ramping Voltage down'
  print ' ...waiting for BIAS to be in state 7: Voltage Off'
  bias_control.wait(7) #VoltageOff
  print '...BIAS voltage is switched off'

  # starting the DRS calibration
  fad_control.start_drs_calibration()

  # taking first DRS:Pedestal with 1000 Events and ROI 1024
  print 'taking DRS:Pedestal 1000 ...'
  fad_control.wait(4) #Connected
  Take(-1, 1000, 'drs-pedestal')

  # taking DRS:Gain with 1000 Events and ROI 1024
  print ' taking DRS:Gain 1000 ...'
  fad_control.wait(4) #Connected
  Take(-1, 1000, 'drs-gain')

  # taking DRS:Pedestal 1000 Events and ROI 1024
  print 'taking DRS:Pedestal 1000 ...'
  fad_control.wait(4) #Connected
  Take(-1, 1000, 'drs-pedestal')
  
  print ' ... done'

  # taking again a DRS:Pedestal with 1000 Events and ROI 1024 for a crosscheck of calculated calibrations constants
  print ' taking crosscheck DRS:Pedestal 1000 ...'
  fad_control.set_file_format(2)
  fad_control.wait(4) #Connected
  Take(-1, 1000, 'drs-pedestal')


  # taking DRS:Time with 1000 Events and ROI 1024
  print ' taking DRS:Time 1000 ...'
  fad_control.wait(4) #Connected
  Take(-1, 1000, 'drs-time')
  

  # taking DRS:Time upshifted 1000 Events and ROI 1024
  print 'taking DRS:Time upshifted 1000 ...'
  fad_control.wait(4) #Connected
  Take(-1, 1000, 'drs-time-upshifted')

  # taking a Pedestal with 1000 Events and ROI 300 for secondary baseline...
  print 'taking Pedestal 1000 for secondary baseline... with ROI=300'
  fad_control.reset_secondary_drs_baseline()
  fad_control.wait(4) #Connected
  Take(-1, 1000, 'pedestal')

  # taking crosscheck Pedestal 1000 Events and ROI 300
  print ' taking crosscheck Pedestal 1000 ...with ROI=300'
  fad_control.set_file_format(2)
  fad_control.wait(4) #Connected
  Take(-1, 1000, 'pedestal')

  print '----------------------------------------------------'
  print 'This is the end of the'
  print 'DRS-Calibration before Data taking'
  print '----------------------------------------------------'


def FirstDrsCalib( SkipCurrentCalib=False ):
  logger = logging.getLogger('PyDimCtrl.FDC')
  """ performs the everything, which is done in the FirstDrsCalib Script as well . 
  """
  # As a First step we want to calibrate the current, which are read from the bias crate,
  # and not take a DRS calibration, as it is mentioned in the data taking page...
  # so for this we should get the feedback and biasctrl programs into known states
  # I think it is good to try a RECONNECT to the bias, and make sure the voltage is off
  # Since we do not know, what the feedback program is doing at the moment, we should as well,
  # tell it to keep its mouth shut ... just to be sure, we know whats going on
  logger.debug("stopping feedback")
  feedback.stop()

  time.sleep(2)
  # stopping should always be possible, and end in state 'Connected'(6)
  
  logger.debug(" ...waiting for FEEDBACK to be in state 6: Connected")
  print 
  feedback.wait(6)
  print "..done"

  #BIAS_CONTROL/RECONNECT
  # If we were disconnected, and this was the first try of the night, the bias_ctrl should
  # be in state 'VoltageOff'(7) more or less immediately
  #.s BIAS_CONTROL 3
  #.s BIAS_CONTROL 7 5000
  # if these assumptions are all wrong, then we might have been properly connected anyway,
  # and just have to ramp down... lets do it, but wait forever, in case it does not work
  print " switching off bias"
  bias_control.set_zero_voltage()
  time.sleep(2)
  print " ...waiting for BIAS to be in state 7: VoltageOff"
  bias_control.wait(7)
  print " ...done"

  if not SkipCurrentCalib:
    # in case we reach this line, the voltages are all off, and the feedback does not do anything
    # So lets do the current calibration, therefor we tell the bias crate to ramp up just 1 single DAC count(~22mV)
    # the result of this action is, to get bias_ctrl into the state 'VoltageOn'(9), but since we only go one DAC count it shouldn't take long
    print " setting bias globally to 1 DAC"
    bias_control.set_global_dac(1)

    time.sleep(2)
    print " ...waiting for BIAS to be in state 9: VoltageOn"
    bias_control.wait(9)
    print " ...done"

    # now we may tell the feedback program to calibrate the currents ...
    # I do not understand, if I have to explicitely allow the feedback program to generate output,
    # or if it just produces output...
    # As far as I understand, the feedback output enable status is the same,
    # as it was before I send the STOP command... so it is unknown at this point.
    # and in addition enabling or disabling the output, when STOPed is not possible as far as I know...
    # I try to enable it anyway.
    print " enabling output for feedback"
    feedback.enable_output(1)
    time.sleep(2)
    print " ...done"

    print " calibrating bias crate current readings..."
    feedback.calibrate_currents()
    time.sleep(5)
    # in order to find out when the calibration ends, we have to wait for the transistion from state
    # 'Calibrating'(13) back to 'Connected'(6)
    print " ...waiting for FEEDBACK to be in state 13: Calibrating"
    feedback.wait(13)
    print " ...waiting for FEEDBACK to be in state 6: Connected"
    feedback.wait(6)

    # Thomas Bretz told me, that the feedback, after this is step has disabled its output
    # and is in the mode, we might call 'temperature control' even there is no temerature beeing controlled.
    # I don't know where the voltage is ... in order to perform the calibration, the feedback had to
    # ramp up to 2V below the operational voltage, i.e. about 1V below the breakdown voltage

    # We want to take a DRS amplitude calibration so we have to ramp down the bias voltage.
    # this 10sec wait is needed in order for the bias not to disconect all the time...
    print " ... current calibration done"
    #time.sleep(10)

    print " switching off bias"
    bias_control.set_zero_voltage()
    #time.sleep(5)
    print " ...waiting for BIAS to be in state 7: VoltageOff"
    bias_control.wait(7)
    print " ...done"

  # So now we can take the 3 runs, which are called DRS amplitude calibration:
  # A pedestal run with ROI=1024
  # A gain calibration run with ROI=1024
  # and a second pedestal run, with the same ROI as our next data will be, i.e. ROI=300 in this case
  print "taking DRS:Pedestal 1000 ..."
  #print "==================================================="
  #print "OPERATOR: "
  #print "observe Events tab and make sure there are no patches "
  #print "with strange behaviour, which can be caused "
  #print "by DRS-CHIP Problems"
  #print "==================================================="

  fad_control.start_drs_calibration()
  #time.sleep(0.5)
  Take( -1, 1000, 'drs-pedestal')

  print "taking DRS:Gain 1000 ..."
  Take( -1, 1000, 'drs-gain')

  time.sleep(2)
  if GetDrsCalibGainRms():
    print
    print 'First DRS Calib Script will be aborted'
    print 'operator, please power cycle FACT'
    return False

  print "taking Pedestal 1000 ..."
  Take( -1, 1000, 'pedestal')

  # okay this is the DRS calibration for the next few runs.
  # we are now asked to take again a pedestal run, which can be used, to
  # calculate the electronics noise for instance ... since the shutter is closed and the
  # voltage is off .. there should not be alot of signal in it :-)
  print "taking crosscheck Pedestal 1000 ..."
  fad_control.set_file_format(2)
  Take(-1, 1000, 'pedestal')

  # now we want to take a run, with dark counts events
  # so we need to ramp up the voltage
  # we want to use the 'current control' more so we give the commands for this...
  print "switching on current controll feedback ..."
  feedback.stop()
  feedback.start_current_control(0.0)
  feedback.enable_output(1)
  # the feedback should be in state 'CurrentControl'(12) now
  # the feedback should be in state 'CurrentCtrlIdle'(9) now since 30.05.12
  print "...waiting for FEEDBACK to be in state 12: CurrentControl"
  feedback.wait(12)
  print "... done"
  print "switching on bias"
  # now we give the feedback a hint, that it may ramp ...
  bias_control.set_global_dac(1)
  # after this command the bias_ctrl should be in state 'VoltageOn'(9) after a second or so
  print "...waiting for BIAS to be in state 9: VoltageOn"
  bias_control.wait(9)
  print "...1 DAC globally set"
  # then usually it takes some time until the feedback has enough information to really start controlling the voltage
  # when the feedback actually kicks in, the bias is first in state 'Ramping'(5) for some seconds and finally in 'VoltageOn'(9)
  # again
  print "...waiting for BIAS to be in state 5: Ramping"
  bias_control.wait(5)
  print "...ramping to nominal voltage"
  print "...waiting for BIAS to be in state 9: VoltageOn"
  bias_control.wait(9)
  print "...bias on"
  # here we should wait 45 sec in order for the current control to get enough current readings and temp readings to stabilize..
  print "waiting 45sec for the current control to stabilize..."
  time.sleep(45)
  print "... done"

  # so now we can take the dark count run ...
  # this might be changed in the future ... either the number of events or the the ROI might be changed
  # then the DRS calibration above, and the pedestal run in between have to be changed as well.
  print "taking Pedestal with BIAS on 3000 ..."
  Take(-1, 3000, 'pedestal')

  # at the end the bias voltage should be ramped down, since in a few seconds a shifter wit ha flashlight
  # will come out to open the shutter...
  print "switching OFF bias ..."
  bias_control.set_zero_voltage()
  print "...waiting for BIAS to be in state 7: VoltageOff"
  bias_control.wait(7)
  print "...done"
  print "This is the end of First DRS Calibration"
  print "----------------------------------------------------"
  print ">"

def Ratescan( ra=None, dec=None, sourcename=None):
  """
# call it by: .x ScriptsForDimCtrl/Ratescan.dim mode=<trackmode> ra=<Right ascension> dec=<Declination> source=<source_name>
# mode=0: Manual tracking Mode: set tracking in drivectrl manually
# mode=1: Coordinate Mode: scripts sends tracking command to drivectrl with the given RaDec coordinates
# mode=2: source Mode: scripts sends tracking command to drivectrl with the given source_name

  """
  print '======================================'
  print 'RATESCAN'
  print '======================================'
  print 'Preparing Drive'


  if None == ra and None == dec and None == sourcename:
    print 'Manual tracking Mode'
    print '---------------------'
    print 'OPERATOR'
    print 'change tracking in drivectrl manually'
    print 'script will wait for drive'
    print 'to be in state tracking'
  elif None != ra or None != dec:
    try:
      ra = float(ra)
      dec = float(dec)
    except TypeError:
      raise
      
    print '...stop tracking'
    StopTracking()
    print '...change tracking of telescope to:'
    print '...Ra  = ', ra
    print '...Dec = ', dec
    drive_control.track( ra, dec)
  elif None != sourcename:
    print '...stop tracking'
    StopTracking()
    print '...change tracking of telescope to:', sourcename
    sourcename += '\0'
    drive_control.track_source( 0, 0, sourcename)
  else:
    print 'type(ra)', type(ra), '\tra', ra
    print 'type(dec)', type(dec), '\tdec', dec
    print 'type(sourcename)', type(sourcename), '\tsourcename', sourcename
    raise ValueError('RateScan does not know what to do with its parameters. Bug!')
    return False

  IsReadyForDataTaking()

  print 'Starting Ratescan'
  print '...waiting for Ratescan'
  print '   to be in state 4: Connected'
  

  if not rate_scan.wait(4, timeout=5.): #Connected
    # we went into timeout!
    print 'Rate_Scan not in correct state'
    print 'OPERATOR:'
    print '+ check connection to ftm control'
    print 'we went into to 5sec. timeout while waiting for RATE_SCAN to be in state Connected'
    print 'aborting'
    return False
    
  rate_scan.start_threshold_scan( 50, 1000, -10)
  if not rate_scan.wait( 6, timeout=10.): # Statename???
    # we went into timeout
    print 'ratescan not started'
    print 'we went into 10sec. timeout while waiting for RATE_SCAN to start the Scan'
    print 'aborting'
    return False
    
  print '...processing ratescan'
  if not rate_scan.wait( 4, timeout=2700.): # Connected
    # we went into timeout
    print 'we went into 2700sec. timeout while waiting for RATE_SCAN to finish'
    print 'aborting'
    return False

  print 'Ratescan finished successfully'
  return True
  

def ResetCrate( crate_num ):
  """ Reset Crate
    crate_num = 0,1,2 or 3  the number of the crate to reset.
    crate_num = 'all' is NOT YET SUPPORTED
  """
  c = int(crate_num)
  
  print '======================================'
  print 'Crate-Reset for crate ', c
  print '======================================'

  print '...resetting MCP'
  mcp.reset()
  time.sleep(5.)
  print '...diconnecting FAD boards of crate ', c
  FadDisconnectCrate( c )
  time.sleep(2.)

  print '...disconnecting All FTUs'
  ftm_control.enable_ftu( -1, 0) # -1 for all, and 0 for False
  time.sleep(2.)

  print '...checking state of FTM_Control'
  print '...waiting for state 3: Idle'
  if not ftm_control.wait(3, 2.): # Idle
    print '...stopping trigger'
    ftm_control.stop_trigger()
    ftm_control.wait(3) # wait for Idle endlessly

  print '...resetting crate'
  ftm_control.reset_crate( c )
  time.sleep(2.)

  print '...connecting All FTUs'
  ftm_control.enable_ftu( -1, 1) # -1 for all, and 1 for yes, or True
  time.sleep(4.)
  
  print '...pinging FTUs'
  ftm_control.ping()

  print '...connecting FAD boards of crate', c
  FadConnectCrate(c)
  print '======================================'
  print 'Crate-Reset for crate', c, 'finished'
  print '======================================'

def GetDrsCalibGainRms():
#drs_calibration(self) method of factdimserver.FAD_CONTROL instance
#DESC in SERVICE_DESC is empty ?!
#I:1;I:3;F:1474560;F:1474560;F:1474560;F:1474560;F:1474560;F:1474560;F:163840;F:163840
  data = fad_control.drs_calibration()
  N1 = data[0]
  N3 = data[1:4]
  OffsetMean = np.array(data[4:4+1024*1440]).reshape(1440,1024)
  OffsetRms = np.array(data[4+1024*1440:4+1024*1440*2]).reshape(1440,1024)
  GainMean = np.array(data[4+1024*1440*2:4+1024*1440*3]).reshape(1440,1024)
  GainRms = np.array(data[4+1024*1440*3:4+1024*1440*4]).reshape(1440,1024)

  gr = GainRms.mean(axis=1)
  lala = np.zeros(len(gr)/9)
  for i,v in enumerate(lala):
    lala[i] = gr[i*9:(i+1)*9].mean()

  # outliers
  mean = lala.mean()
  std = lala.std()

  print 'Mean DRS GainRms value:', mean
  print 'std:', std
  outs = np.where( lala > mean+7*std)[0]
  if len(outs) > 0:
    print 'WARNING possible DRS underflow detected!!!'
    for out in outs:
      out = int(out)
      crate= out/40
      board = (out-40*crate)/4
      chip = out-40*crate-4*board
      print 'possible DRS underflow in DRS:', crate, board, chip, '--> Mean-GainRms:', lala[out]
      return outs
  else:
    return False

def GetBiasCalibration():
  cali = feedback.calibration()
  bias_calibration['Time'] = time.time()
  bias_calibration['Calibration'] = cali

def _GetBiasCurrent_Raw(verbose = False):
  """ return median, std, max and min current
  """
  if 'Time' in bias_calibration:
    cali = bias_calibration['Calibration']
  else:
    GetBiasCalibration()
    cali = bias_calibration['Calibration']

  r = np.array(cali[2*416:2*416+320])

  bias = bias_control

  I = np.array(bias.current()[0:320], dtype=float)
  II = I/4096. * 5000
  V = np.array(bias.voltage()[0:320])
  if len(sys.argv) > 1:
      i = int(sys.argv[1])
  else: i=0
#  print 'I:', I[i], 'dac\t', II[i], 'uA'
#  print 'V:', V[i]
#  print ''
#  print 'GUI offset:', V[i]/r[i]*1e6
#  print 'GUI feedback:', II[0] - V[0]/r[0]*1e6

  # GUII means current(I) as it is written in the GUI :-)
  # read: GUI-I :-)
  GUII = II-V/r*1e6
  if verbose:
    print 'median', np.median(GUII)
    print 'mean', GUII.mean()
   # print 'rms', ((GUII- GUII.mean())**2).sum()
    print 'std', GUII.std()
    print 'max', GUII.max()
    print 'min', GUII.min()

  bias_current['Time'] = time.time()
  bias_current['raw_patch_current'] = GUII
  return GUII

def GetPatchCurrents(crazyPatches=crazyPatches ,verbose = False, max_age_sec=1. ):
  
  if 'Time' in bias_current:
    if time.time() - bias_current['Time'] > max_age_sec:
      raw_cur = _GetBiasCurrent_Raw()
    else:
      raw_cur = bias_current['raw_patch_current']
  else:
    raw_cur = _GetBiasCurrent_Raw()
    
  if crazyPatches is None:
    return raw_cur
  else:
    try: 
      crazyPatches = list(crazyPatches)
    except:
        raise
    goodPatches = [x for x in range(320) if x not in crazyPatches]
    return raw_cur[goodPatches]

def GetPixelCurrents(crazyPatches=crazyPatches ,verbose = False, max_age_sec=1. ):
  
  if 'Time' in bias_current:
    if time.time() - bias_current['Time'] > max_age_sec:
      raw_cur = _GetBiasCurrent_Raw()
    else:
      raw_cur = bias_current['raw_patch_current']
  else:
    raw_cur = _GetBiasCurrent_Raw()

  pixel_cur = np.zeros(len(raw_cur))
  for i in range(len(raw_cur)):
    if i/2:
      pixel_cur[i] = raw_cur[i]/5.
    else:
      pixel_cur[i] = raw_cur[i]/4.

  if crazyPatches is None:
    return pixel_cur
  else:
    try: 
      crazyPatches = list(crazyPatches)
    except:
        raise
    goodPatches = [x for x in range(320) if x not in crazyPatches]
    return pixel_cur[goodPatches]

def PrintPixelCurrents( delay = 4.0):
  while True:
    time.sleep( delay )
    current = GetPixelCurrents()
    interesting =  current.min(), np.median(current), current.mean(), current.max()
    print time.strftime('%d %b %Y %H:%M:%S UTC', time.gmtime()), interesting


def TrackSourceWobbleX( sourcename, wobble_pos ):
    """ general Tracking function
    """
    wp = int(wobble_pos)
    if wp != 1 and wp != 2:
        raise ValueError('wobble_pos *must* be 1 or 2')
  
    if sourcename not in sourcedict:
        print sourcedict.keys()
        raise ValueError('sourcename: '+ sourcename +' must be in sourcedict.')
    
    logger.debug('TrackSourceWobbleX: sending drive_control.stop()')
    drive_control.stop()
    logger.debug('TrackSourceWobbleX: waiting for DRIVE_CONTROL to be "Armed"')
    drive_control.wait(6) #Armed
    
    logger.info('moving telescope to wobble position %s of %s' % str(wp), sourcename)

    
    wobble_offset = sourcedict[sourcename]['wobble_offset']
    wobble_angle = sourcedict[sourcename]['wobble_angle'+str(wp)]
    sourcename += '\0'
  
    # this is just book keeping. I store the method, which is used 
    # in this case drive_control.track_source()
    # and the arguments, in some global vars .. in order to be able to 
    # resend the command if necessary.
    last_drive_method = drive_control.track_source
    last_drive_kwargs = { 'wobble_offset' : wobble_offset,
                          'wobble_angle' : wobble_angle,
                          'source_name' : sourcename }
    kwa = last_drive_kwargs
    # Here I really send the command
    last_drive_method(kwa['wobble_offset'], kwa['wobble_angle'], kwa['source_name'])

    logger.debug('TrackSourceWobbleX: waiting for DRIVE_CONTROL to be "Tracking"')
    drive_control.wait(8) #Tracking
    
    return True

def TakeSource( name ):
  if name not in sourcedict:
    print name, 'not in dict of sources, possible sources are:'
    print sorted(sourcedict.keys())
    raise ValueError('wrong source name')
    
  TrackSourceWobbleX( name, 1) # Track Wobble pos 1 of source
  WaitForTracking()
  # Take a DRS-Calibration before beginning to take physics Data
  TakeDrsCalibration()
  # check feedback state before switching BIAS ON and ramping up to nominal Voltage
  PrepareBiasForDataTaking()
  # taking a Data Set (1x Pedestal 1000 Bias On, 1x LPext 1000, 4x5min DataRun)
  TakeData()
  StopTracking()

  TrackSourceWobbleX( name, 2) # Track Wobble pos 2 of source
  WaitForTracking()
  # taking a Data Set (1x Pedestal 1000 Bias On, 1x LPext 1000, 4x5min DataRun)
  TakeData()

  StopTracking()

def set_file_format_to_FITS():
    fad_control.set_file_format(2)

# (Time , Drive, Bias, DAQ, call-before-run)
class RunType(object):
    drs_pedestal = (-1, 1000, 'drs-pedestal')
    drs_gain = (-1, 1000, 'drs-gain')
    drs_time = (-1, 1000, 'drs-time')
    drs_time_upshifted = (-1, 1000, 'drs-gain-upshifted')
    pedestal = (-1, 1000, 'pedestal')
    lightpulser = (-1, 1000, 'light-pulser-ext')
    data = (300, -1, 'data')

class Schedule(object):
    drs_calib_crab = [
      ( None , ('Crab',1) , 'Off', RunType.drs_pedestal , fad_control.start_drs_calibration ),
      ( None , ('Crab',1) , 'Off', RunType.drs_gain     , None ),
      ( None , ('Crab',1) , 'Off', RunType.drs_pedestal , None ),
      ( None , ('Crab',1) , 'Off', RunType.drs_pedestal , set_file_format_to_FITS ),
      ( None , ('Crab',1) , 'Off', RunType.drs_time     , None ),
      ( None , ('Crab',1) , 'Off', RunType.drs_time_upshifted , None ),
      ( None , ('Crab',1) , 'Off', RunType.pedestal     , fad_control.reset_secondary_drs_baseline ),
      ( None , ('Crab',1) , 'Off', RunType.pedestal     , None )
    ]

    drs_calib_not_moving = [
      ( None , None , 'Off', RunType.drs_pedestal , fad_control.start_drs_calibration ),
      ( None , None , 'Off', RunType.drs_gain     , None ),
      ( None , None , 'Off', RunType.drs_pedestal , None ),
      ( None , None , 'Off', RunType.drs_pedestal , set_file_format_to_FITS ),
      ( None , None , 'Off', RunType.drs_time     , None ),
      ( None , None , 'Off', RunType.drs_time_upshifted , None ),
      ( None , None , 'Off', RunType.pedestal     , fad_control.reset_secondary_drs_baseline ),
      ( None , None , 'Off', RunType.pedestal     , None )
    ]

    data_crab_Wobble_1 = [
      ( None , ('Crab',1) , 'On', RunType.pedestal    , None ),
      ( None , ('Crab',1) , 'On', RunType.lightpulser , None ),
      ( None , ('Crab',1) , 'On', RunType.data        , None ),
      ( None , ('Crab',1) , 'On', RunType.data        , None ),
      ( None , ('Crab',1) , 'On', RunType.data        , None ),
      ( None , ('Crab',1) , 'On', RunType.data        , None ),
    ]
    data_crab_Wobble_2 = [
      ( None , ('Crab',2) , 'On', RunType.pedestal    , None ),
      ( None , ('Crab',2) , 'On', RunType.lightpulser , None ),
      ( None , ('Crab',2) , 'On', RunType.data        , None ),
      ( None , ('Crab',2) , 'On', RunType.data        , None ),
      ( None , ('Crab',2) , 'On', RunType.data        , None ),
      ( None , ('Crab',2) , 'On', RunType.data        , None ),
    ]



class ScheduledDataTakingThread( threading.Thread ):
    """ 
        
    """
    def __init__( self , delay = 5):
        threading.Thread.__init__(self) 
        self.stoprequest = threading.Event()
        self.warning_state = 'Unknown'
        self.state_change = time.time()
        self.logger = logging.getLogger('PyDimCtrl.ScheduledDataTakingThread')
        
        self.delay = delay
        self.queue = Queue.Queue()

    def run(self):
        while not self.stoprequest.isSet():

            task = self.queue.get()
            
            start_time = task[0]
            drive_task = task[1]
            bias_task = task[2]
            daq_task = task[3]
            pre_action = task[4]
                
            if drive_task is not None:
                TrackSourceWobbleX( *drive_task )

            #    if start_time is None or start_time > time.gmtime():
            #        # do it
            #        if drive_task is not None:
            #            TrackSourceWobbleX( *drive_task ) # this blocks until 'Tracking'
            #            # TODO:
            #            # spawn a new DriveMonitorThread here and start it.
                    
            if bias_task is not None:
                if bias_task == 'On':
                    Make_Bias_On()
                else:
                    Make_Bias_On()
                    # TODO:
                    # spawn a new BiasMonitorThread here and start it.
                    
            if daq_task is not None:
                if pre_action is not None:
                    pre_action()
                MakeReadyForDataTaking()
                Take( *daq_task )
                # TODO:
                # spawn a new DaqMonitorThread here and start it.
                        
                        
            self.queue.task_done() 
            time.sleep( self.delay )
            
    def join( self, timeout=None):
        self.stoprequest.set()        
        self.logger.info('was requested to die with timeout=%s' % str(timeout) )
        #super(CheckBiasThread, self).join()
        threading.Thread.join(self) 




def MakeReadyForDataTaking( delay=1 ):
    while fad_control.stn != 4 or ftm_control.stn != 3: # Connected & Idle
        logger.info('MakeReadyForDataTaking FTM trigger is still on')
        if ftm_control.stn == 4: # Trigger is on
            ftm_control.stop_trigger()
    
        logger.warning('MakeReadyForDataTaking FAD: still in WritingData')
        if fad_control.stn == 8: # Writing Data
            fad_control.close_all_open_files()
        
        logger.warning('MakeReadyForDataTaking FAD: still in one of the Configure(ing) states')
        if fad_control.stn in [5,6,7]: # one of the Configure(ing) states
            fad_control.reset_configure()
            
        logger.warning('MakeReadyForDataTaking FTM: still in one of the Configure(ing) states')
        if ftm_control.stn in [5,6,7]: # one of the Configure(ing) states
            ftm_control.reset_configure()

        time.sleep(delay)

    return True

def PrintCurrents( x = 1.0):
  while True:
    time.sleep( x )
    GUII = GetBiasCurrent()
    interesting =  GUII.mean(), GUII.std(), GUII.max(), GUII.min()
    print time.strftime('%d %b %Y %H:%M:%S UTC', time.gmtime()), interesting


def GetFadConnections( verbose = False ):
  """ return np.array(40) with bitmaps, showing the FADs connection status:
      apperently this is the meaning:
      0x43 -- well connected and well configured           -- green with white tick mark
      0x42 -- well connected                               -- green
      0x09 -- something is wrong with the connection       -- orange or red?
      0x00 -- not connected, and not attempting to connect -- grey
  """
  
  conn = np.array(map( ord, fad_control.connections()[0] ))
  if verbose:
    for crate in range(4):
      print map( hex, conn[crate*10: (crate+1) *10 ] )
  return conn
  
def GetFadBadConnections( good = 0x42 ):
  """ returns list of bad FAD IDs
  """
  conn = GetFadConnections()
  bads = np.where( conn != good) [0]
  return bads


def StartUp():
  fad_control.start()
  bias_control.reconnect()
  bias_control.set_zero_voltage()
  while bias_control.stn == 6 : # OverCurrent
    bias_control.set_zero_voltage()
    bias_control.reset_over_current_status()
  
  ftm_control.reconnect()
  
  number_of_loops = 3
  while True:
    bad = GetFadBadConnections() 
    if len(bad) == 0:
      break
      
    for b in set( bad/10 ): # set(b/10) contains the crate ids, which have bad FADs
      ResetCrate( b )
      
    number_of_loops -= 1
    if not number_of_loops:
      print 'StartUp aborted while trying to get the FADs into Connected state ... '
      return False
  
  
  if not MakeDriveCtrlReady():
    return False
  
  return True
  
def Shutdown():
    fad_control.stop()
    ftm_control.disconnect()
    feedback.stop()
    bias_control.set_zero_voltage()
    


def MakeDriveCtrlReady():
  """ Tries to get Drive ctrl from 
      Disconnected, locked or Error to Armed
      after a few tries it gives up and returns False
  """
  outer_counter = 3
  while drive_control.stn != 6: #Armed
#    print 'MakeDriveCtrlReady outer_counter', outer_counter
  
    counter = 3
    while drive_control.stn == 1: #Disconnected
#      print 'MakeDriveCtrlReady in while 1, counter:', counter
      drive_control.reconnect()
      time.sleep(0.5)
      counter -= 1
      if not counter:
        print 'count not connect drive control to cosy ... please check if cosy is running'
        return False
    
    counter = 3
    while drive_control.stn == 3: # Locked
#      print 'MakeDriveCtrlReady in while 2, counter:', counter
      drive_control.unlock()
      time.sleep(0.5)
      counter -= 1
      if not counter:
        print 'could not unlock drive control WTF?'
        return False

    counter = 3
    while drive_control.stn == 256: # ERROR
#      print 'MakeDriveCtrlReady in while 3, counter:', counter
      drive_control.stop()
      time.sleep(0.5)
      counter -= 1
      if not counter:
        print 'could not unlock drive control WTF?'
        return False

    outer_counter -= 1
    if not outer_counter:
      print 'ERROR while trying to get Drive control ready'
      return False

  return True
  
feedback_calibration_done = None # Bool... 

def Make_Bias_Off():

    bias_control.set_zero_voltage()
    bias_control.wait(7)


def Make_Bias_On():
    """ Tries to get the Bias, and Feedback into a defined safe Off state
        While beeing as ready as possible to go into On state
    """
    global feedback_calibration_done
    # Feedback states:
    #List of available states:
    #-[-1]:    NotReady (State machine not ready, events are ignored.)
    #-[0]:     Ready (State machine ready to receive events.)
    #-[1]:     DimNetworkNotAvailable (The Dim DNS is not reachable.)
    #-[2]:     Disconnected (The Dim DNS is reachable, but the required subsystems are not available.)
    #-[3]:     Connecting (Only biasctrl is available and connected with its hardware.)
    #-[4]:     ConnectedFSC (biasctrl and fscctrl are available and connected with their hardware.)
    #-[5]:     ConnectedFAD (biasctrl and fadctrl are available and connected with their hardware.)
    #-[6]:     Connected (biasctrl, fadctrl and fscctrl are available and connected with their hardware.)
    #-[7]:     TempCtrlIdle (Temperature control activated, but voltage output disabled.)
    #-[8]:     FeedbackIdle (Feedback control activated, but voltage output disabled.)
    #-[9]:     CurrentCtrlIdle (Current control activated, but voltage output disabled.)
    #-[10]:    TempControl (Temperature control activated and voltage output enabled.)
    #-[11]:    FeedbackControl (Feedback control activated and voltage output enabled.)
    #-[12]:    CurrentControl (Current/Temp control activated and voltage output enabled.)
    #-[13]:    Calibrating (Calibrating current offsets.)
    #-[256]:   ERROR (Common error state.)
    #-[65535]: FATAL (A fatal error occured, the eventloop is stopped.)


    while not  ( (feedback.stn == 12) and
                 (bias_control.stn == 9) and
                 (np.array(bias_control.voltage()[0:320]).mean() > 65.) ):

        # for security
        feedback.enable_output(0)

        # try to get bias_control into state: VoltageOn
        while not bias_control.stn == 9:
            
            if bias_control.stn == 1: #Disconnected
                bias_control.reconnect()
            if bias_control.stn == 2: #Connecting
                time.sleep(1)
            if bias_control.stn == 3: #Initializing
                time.sleep(1)
            if bias_control.stn == 4: #Connected
                # this seems never to happen ... 
                time.sleep(1)
                #bias_control.set_global_dac(1)
            if bias_control.stn == 5: #Ramping
                time.sleep(1)
            if bias_control.stn == 6: #OverCurrent
                bias_control.set_zero_voltage()
                time.sleep(1)
                bias_control.reset_over_current_status()
            if bias_control.stn == 7: #VoltageOff
                bias_control.set_global_dac(1)
            if bias_control.stn == 8: #NotReferenced
                bias_control.set_zero_voltage()
            if bias_control.stn == 9: #VoltageOn
                pass
            if bias_control.stn > 9:
                print "BIAS control is in strange status... don't know what to do"
                time.sleep(1)
            time.sleep(1)


        # Try to get Feedback into CurrentControl
        while not (feedback.stn == 12):
            
            if feedback.stn < 6:    # not properly connected.
                # State 6 is 'Connected' but this normaly hardly shows up
                # Its either voltageOff or any other meaningful state...
                print "FEEDBACK not properly connected..."
                time.sleep(1)

            if feedback.stn == 13: #Calibrating
                time.sleep(1)
                continue
                
            if not feedback_calibration_done:
                if feedback.calibration() is None:
                    print "FEEDBACK has not CURRENT CALIBRATION"
                    print "TRYING TO CALIBRATE"
                    feedback.calibrate_currents()
                    time.sleep(0.5)
                    continue
                else:
                    feedback_calibration_done = True
            
            if feedback.stn == 6: #Connected
                feedback.start_current_control(0.0)
            
            if feedback.stn in [7,8]: #TempCtrlIdle , FeedbackIdle
                feedback.stop()
                time.sleep(0.5)
                feedback.start_current_control(0.0)
                
            if feedback.stn == 9: #CurrentCtrlIdle
                feedback.enable_output(1)
            
            if feedback.stn in [10,11]: #TempControl, FeedbackControl
                feedback.stop()
                time.sleep(0.5)
                feedback.start_current_control(0.0)
                
            if feedback.stn == 12: # This is where we want ot be
                pass
                
            
            time.sleep(1)
        # Bias States
        #List of available states:
        #-[-1]:    NotReady (State machine not ready, events are ignored.)
        #-[0]:     Ready (State machine ready to receive events.)
        #-[1]:     Disconnected (Bias-power supply not connected via USB.)
        #-[2]:     Connecting (Trying to establish USB connection to bias-power supply.)
        #-[3]:     Initializing (USB connection to bias-power supply established, synchronizing USB stream.)
        #-[4]:     Connected (USB connection to bias-power supply established.)
        #-[5]:     Ramping (Voltage ramping in progress.)
        #-[6]:     OverCurrent (At least one channel is in over current state.)
        #-[7]:     VoltageOff (All voltages are supposed to be switched off.)
        #-[8]:     NotReferenced (Internal reference voltage does not match last sent voltage.)
        #-[9]:     VoltageOn (At least one voltage is switched on and all are at reference.)
        #-[10]:    ExpertMode (Special (risky!) mode to directly send command to the bias-power supply.)
        #-[256]:   ERROR (Common error state.)
        #-[65535]: FATAL (A fatal error occured, the eventloop is stopped.)
                

class CheckBiasThread( threading.Thread ):
    """ Thread, which continously monitors the Bias_Control status every
        *delay* seconds.
        in case of too high currents it will ... 
        .... do nothing :-) yet.
        So far it will just change its internal state from 'Normal'
        to 'PreWarning' or 'Serious'.
        If the currents remain "high" for more than
        *serious_action_after* seconds. some action would be taken.
        I our case, just a WARNING will be logged.
        
        The caller thread should check the *warning_state* from outside this 
        thread and take apropriate actions, when 'PreWarning' is reached...
        
        
    """
    def __init__( self , delay=5, serious_action_after = 60 ):
        #super(CheckBiasThread, self).__init__()
        threading.Thread.__init__(self) 
        self.stoprequest = threading.Event()
        self.warning_state = 'Unknown'
        self.state_change = time.time()
        self.delay = delay
        self.serious_action_after = serious_action_after
        self.logger = logging.getLogger('PyDimCtrl.CheckBiasThread')

    def run(self):
        while not self.stoprequest.isSet():
            
            if  (self.warning_state == 'Serious' and 
                    time.time()-self.state_change > self.serious_action_after):
                # Remergency Ramp Down
                self.logger.info('At this moment, I would ramp down the voltage')
                self.logger.warning('G-APD currents are too high, since %d seconds' % self.serious_action_after)
                self.logger.warning('Emergency voltage shutdown [not yet implemented]')

            currents = GetPixelCurrents()
            if ( (np.median(currents) > 70) or (currents.max() > 90) ):
                if self.warning_state != 'Serious':
                    self.logger.info('trasit into Serious Warning')
                    self.warning_state = 'Serious'
                    self.state_change = time.time()
                
            elif ( (np.median(currents) > 60) or (currents.max() > 80) ):
                if self.warning_state != 'PreWarning':
                    self.logger.info('transit into Pre Warning')
                    self.warning_state = 'PreWarning'
                    self.state_change = time.time()
                
            elif ( (np.median(currents) < 60) or (currents.max() < 80) ):
                if self.warning_state != 'Normal':
                    self.logger.info('transit into Normal Situation')
                    self.warning_state = 'Normal'
                    self.state_change = time.time()
                
            if bias_control.stn == 6: #Overcurrent
                if self.warning_state != 'OverCurrent':
                    self.logger.warning('trasit into Overcurrent State during data Taking')
                    self.warning_state = 'OverCurrent'
                    self.state_change = time.time()
                    
            if bias_control.stn == 1: #Disconnected
                if self.warning_state != 'Disconnected':
                    self.logger.warning('trasit into Disconnected state during data Taking')
                    self.warning_state = 'Disconnected'
                    self.state_change = time.time()
                
                
            
            time.sleep( self.delay )
            
    def join( self, timeout=None):
        self.stoprequest.set()
        
        self.logger.info('was requested to die with timeout=%s' % str(timeout) )
        #super(CheckBiasThread, self).join()
        threading.Thread.join(self) 


class CheckDriveThread( threading.Thread ):
    """ Thread, which continously monitors the Drive_Control status every
        *delay* seconds.
        in case Drive_Control goes into Error State it will 
        send:
              * STOP
              * and then resend the last tracking command
              
        In case sending STOP is not bringing the Drive_Control back to
        state 'Armed' it will try again. Until the *try_counter* is zero.
        Then it will totally Freak out.
        
        .... does nothing really! :-) yet.
        
    """
    def __init__( self , try_counter = 5, timeout = 30, delay=5 ):
        threading.Thread.__init__(self) 
        self.stoprequest = threading.Event()
        
        self.error_counter = 0
        self.try_counter = try_counter
        self.timeout = timeout
        self.delay = delay
        
        self.warning_state = 'Unknown'
        self.state_change = time.time()

        self.logger = logging.getLogger('PyDimCtrl.CheckDriveThread')

    def run(self):
        while not self.stoprequest.isSet():
            
            if drive_control.stn == 256: #Error
                self.error_counter += 1
                self.state_change = time.time()
                self.warning_state = 'ErrorFound'
                self.logger.info('found Error State ... starting to react on it.')
                self.logger.warning(' Error State ')
                
                start_of_Error_reaction = time.time()
                while not drive.stn == 8: #Tracking
                    if drive_control.stn == 256: #Error
                        if try_counter:
                            self.logger.info('sending STOP')
                            drive_control.stop()
                            try_counter -= 1
                            time.sleep(1)

                    elif drive_control.stn == 6: #Armed
                        kwa = last_drive_kwargs
                        self.logger.info('resending last tracking command')
                        last_drive_method(kwa['wobble_offset'], 
                                        kwa['wobble_angle'], 
                                        kwa['source_name'])
                        time.sleep(2)
                    else:
                        self.logger.error('found Error, but now neither Error state nor Armed state?!')
                        self.logger.error('what should I do?')
                        self.logger.error('thread aborting')
                        self.warning_state = 'Critical'
                        self.stoprequest.set()
                        threading.Thread.join(self)
                        
                    if time.time() - start_of_Error_reaction > self.timeout:
                        self.logger.error('timed out while trying to react on Drive Control Error')
                        self.logger.error('what should I do?')
                        self.logger.error('thread aborting')
                        self.warning_state = 'Critical'
                        #self.stoprequest.set()
                        #threading.Thread.join(self)
                        self.join()
                        
            else:
                if self.warning_state != 'Normal':
                    self.logger.info('transit into Normal Situation')
                    self.warning_state = 'Normal'
                    self.state_change = time.time()
                                    
            time.sleep( self.delay )
            
    def join( self, timeout=None):
        self.stoprequest.set()
        self.logger.info('was requested to die with timeout=%s' % str(timeout))
        threading.Thread.join(self) 


class BiasThread(threading.Thread):
  """ A worker thread that takes directory names from a queue, finds all
      files in them recursively and reports the result.

      Input is done by setting the *requested_state*:
      ['On', 'Off']
      Output is done by setting the *readyness*:
      ['Ready', 'NotYet', 'CantDoIt']
      
      Ask the thread to stop by calling its join() method.
  """
  requests = ['On', 'Off']
  readynesses = ['Ready', 'NotYet', 'CantDoIt']
  requested_state = None
  readyness = 'NotYet'
  
  def __init__(self, start_state = 'Off'):
    super(BiasThread, self).__init__()
    BiasThread.requested_state = start_state
    self.stoprequest = threading.Event()

  def run(self):
    # As long as we weren't asked to stop, try to find out, if we are in 
    # the requested state, if not, try to reach the state...
    while not self.stoprequest.isSet():
        
        if not self.InRequestedState():
          print 'not in Requested State', BiasThread.requested_state
          BiasThread.readyness = 'NotYet'
      
        try:
            dirname = self.dir_q.get(True, 0.05)
            filenames = list(self._files_in_dir(dirname))
            self.result_q.put((self.name, dirname, filenames))
        except Queue.Empty:
            continue

  def join(self, timeout=None):
    self.stoprequest.set()
    super(BiasThread, self).join(timeout)
  
  def InRequestedState():
    """
    """
    if BiasThread.requested_state == 'On':
      pass
    elif BiasThread.requested_state == 'Off':
      pass
    else: # Houston we have a problem!
      pass




class CheckDaqThread( threading.Thread ):
    """ Thread, which continously monitors the Rate
        
        in case the rate is < 1Hz --> Bing bing
        
    """
    def __init__( self , delay=5 ):
        threading.Thread.__init__(self) 
        self.stoprequest = threading.Event()
        
        self.delay = delay
        
        self.warning_state = 'Unknown'
        self.state_change = time.time()

        self.logger = logging.getLogger('PyDimCtrl.CheckDaqThread')

    def run(self):
        while not self.stoprequest.isSet():
            
            rate = ftm_control.trigger_rates()[3]
            if rate < 1:
                if self.warning_state != 'SmallRate':
                    self.logger.warning('SmallRate detected!')
                    self.warning_state = 'SmallRate'
                    self.state_change = time.time()
            else:
                if self.warning_state != 'Normal':
                    self.logger.info('transit to Normal')
                    self.warning_state = 'Normal'
                    self.state_change = time.time()
                
            time.sleep( self.delay )
            
    def join( self, timeout=None):
        self.stoprequest.set()
        self.logger.info('was requested to die with timeout=%s' % str(timeout))
        threading.Thread.join(self) 

  

def off():
    for m in monis:
        m.join()
    
monis = []
if __name__ == '__main__':
  print 'Welcome to PyDimCtrl'
  make_sourcedict()
  print
  print 'possible sources:'
  print sorted( sourcedict.keys() )
  
  print 'available Dim Servers'
  for dim in dims:
    print dim.name,
  print

  #bm = CheckBiasThread()
  #dm = CheckDriveThread()
  #rm = CheckDaqThread()
  #monis = [bm, dm, rm]
#  bm.start()
#  dm.start()
#  rm.start()
  #print
  #print 'monis created'