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import imas
import getpass
from imas import imasdef

#creating the Data Entry object 'data_entry' which handles the pulse file with shot=15000, run=1, belonging to database 'data_access_tutorial' of the current user, using the MDS+ backend
data_entry = imas.DBEntry(imasdef.MDSPLUS_BACKEND, 'data_access_tutorial, 15000, 1, user_name=getpass.getuser())

#creating the pulse file handled by the Data Entry object previously created
data_entry.create()

#here,#we wecould cannow perform some write operations using the put() operation, it 
#...This will be dealt with later
#... 

#closes
#closing the Data data_entryEntry
data_entry.close()

import imas
import getpass
from imas import imasdef

#creates#creating the Data Entry object 'data_entry' associated  to the which handles pulse file with shot=15000, run=1, belonging to database 'data_access_tutorial' of the current user, using the MDS+ backend
data_entry = imas.DBEntry(imasdef.MDSPLUS_BACKEND, 'data_access_tutorial, 15000, 1, user_name=getpass.getuser())

#opens#opening the pulse file associatedhandled toby the Data Entry object 'data_entry' previously created
data_entry.open()

#here,#we wecould cannow perform some read/write operations using get/put() or get_slice()/put_slice() operations
#...This will be dealt with later

#closes#closing the data_entryData Entry
data_entry.close()

import imas
import getpass
import numpy as np
from imas import imasdef

#opens#opening the Data Entry object 'data_entry' associated  to which handles the pulse file with shot=54178, run=0, belonging to database 'west' of user 'g2lfleur', using the MDS+ backend
data_entry = imas.DBEntry(imasdef.MDSPLUS_BACKEND, 'west, 54178, 0, user_name='g2lfleur')

#opens#opening the pulse file associatedhandled toby the Data Entry object 'data_entry' previously created
data_entry.open()

#reads#reading the 'magnetics' IDS from the data_entry object previously opened
magnetics_ids = data_entry.get('magnetics', 0) #The second argument 0 is the so-called IDS occurrence.

#close#closing the pulse file associated to the 'data_entry' object
data_entryData Entry
data_entry.close()

#prints#printing some IDS attributes
print('Number of flux loops = ', len(magnetics_ids.flux_loop))
print('Data of first flux loop = ', magnetics_ids.flux_loop[0].flux.data)
print('Homogeneous time basis = ', magnetics_ids.time)

import imas
import getpass
import numpy as np
from imas import imasdef

#creates#creating the Data Entry object 'data_entry' associated  to the pulse file with shot=15000, run=1, belonging to database 'data_access_tutorial' of the current user, using the MDS+ backend
data_entry = imas.DBEntry(imasdef.MDSPLUS_BACKEND, 'data_access_tutorial, 15000, 1, user_name=getpass.getuser())

#opens#opening the pulse file associatedhandled toby the Data Entry object 'data_entry' previously created
data_entry.open() 

#creates#creating the 'magnetics' IDS and initializesinitializing it
magnetics_ids = imas.magnetics() #creates a 'magnetics' IDS
magnetics_ids.ids_properties.homogeneous_time=1 #setting the homogeneous time (mandatory)
magnetics_ids.ids_properties.comment='IDS created for testing the IMAS Data Access layer' #setting the ids_properties.comment attribute
magnetics_ids.time=np.array([0]) #the time(vector) basis must be not empty if homogeneous_time==1 otherwise an error will occur at runtime

#writes#writing the 'magnetics' IDS
data_entry.put(magnetics_ids, 0) #writes magnetics data to the data_entry associated to the pulse file. The second argument 0 is the so-called IDS occurrence.

#closes#closing the pulse file associated to the 'data_entry' objectData Entry
data_entry.close() 	 

import imas
import getpass
import numpy as np
from imas import imasdef

#creates#creating the Data Entry object 'data_entry' associated  to which handles the pulse file with shot=15000, run=1, belonging to database 'data_access_tutorial' of the current user, using the MDS+ backend
data_entry = imas.DBEntry(imasdef.MDSPLUS_BACKEND, 'data_access_tutorial, 15000, 1, user_name=getpass.getuser())

#opens#opening the pulse file associatedhandled toby the Data Entry object 'data_entry' previously created
data_entry.open() 

#creates#creating the 'magnetics' IDS and initializesinitializing it
magnetics_ids = imas.magnetics() #creates a 'magnetics' IDS
magnetics_ids.ids_properties.comment='IDS created for testing the IMAS Data Access layer' #setting the ids_properties.comment attribute

#adding the WEST data of the 10 first flux loops
nb_flux_loops = 10
west_data_entry = imas.DBEntry(imasdef.MDSPLUS_BACKEND, 'west', 54178, 0, 'g2lfleur')
west_magnetics_ids = west_data_entry.get('magnetics', 0) #reading occurrence 0
magnetics_ids.ids_properties.homogeneous_time=west_magnetics_ids.ids_properties.homogeneous_time #setting the homogeneous time (mandatory)
magnetics_ids.flux_loop.resize(nb_flux_loops)
for i in range(nb_flux_loops):
  magnetics_ids.flux_loop[i].flux.data = west_magnetics_ids.flux_loop[i].flux.data #copies data
  if west_magnetics_ids.ids_properties.homogeneous_time==0:
    magnetics_ids.flux_loop[i].flux.time = west_magnetics_ids.flux_loop[i].flux.time #copies the time basis in case WEST IDS arrays don't accept a common time basis

if west_magnetics_ids.ids_properties.homogeneous_time==1:
   magnetics_ids.time = west_magnetics_ids.time #copies the 'root' time basis in case WEST IDS arrays accept a common time basis
   
west_data_entry.close() #closing the WEST pulse file

#writes#writing the 'magnetics' IDS
data_entry.put(magnetics_ids, 0) #writes magnetics data to the data_entry associated to the pulse file. The second argument 0 is the so-called IDS occurrence.

#closes#closing the pulse file associated to the 'data_entry' objectData Entry
data_entry.close() 	 

import imas
import getpass
import numpy as np
from imas import imasdef

#creates#creating the Data Entry object 'data_entry' associated  towhich handles the pulse file with shot=15000, run=1, belonging to database 'data_access_tutorial' of the current user, using the MDS+ backend
data_entry = imas.DBEntry(imasdef.MDSPLUS_BACKEND, 'data_access_tutorial', 15000, 1, user_name=getpass.getuser())

#opens#opening the pulse file associatedhandled toby the data_entryData Entry object previously created
data_entry.open()

#creates#creating the 'camera_visible' IDS and initializesinitializing it
camera_visible_ids = imas.camera_visible()
camera_visible_ids.ids_properties.homogeneous_time = 1
camera_visible_ids.channel.resize(1) #using only 1 channel (channel 0) for this example
camera_visible_ids.channel[0].detector.resize(1) #using only 1 detector for channel 0
camera_visible_ids.channel[0].detector[0].frame.resize(1) #the array of structure 'frame' contains only 1 element, it is the slice to be appended to the IDS 

X = 3 #number of horizontal pixels in the frame
Y = 5 #number of vertical pixels in the frame

camera_visible_ids.channel[0].detector[0].frame[0].image_raw.resize(X,Y) #setting the size of the image of the frame
camera_visible_ids.time.resize(1) #the time vector contains only 1 element, it is the time of the slice

nb_slices=3 #number of time slices to be added

for i in range(nb_slices):
  camera_visible_ids.time[0] = float(i) #time of the slice
  for j in range(X):
    for k in range(Y):
       camera_visible_ids.channel[0].detector[0].frame[0].image_raw[j,k] = float(j + k +  i) #image_raw is a 2D array containing the data (pixels) of the frame
  if i==0:
    data_entry.put(camera_visible_ids) #the first frame has to be added using put() in order to store static data as well
  else:
    data_entry.put_slice(camera_visible_ids)  #appending the the slice to the IDS

#closes#closing the pulse file associated to the 'data_entry' objectData Entry
data_entry.close() 	 

import imas
import getpass
from imas import imasdef

data_entry#creating = imas.DBEntry(imasdef.MDSPLUS_BACKEND, 'data_access_tutorial', 15000, 1, user_name=getpass.getuser())

#opensthe Data Entry object which handles the pulse file with shot=15000, run=1, belonging to database 'data_access_tutorial' of the current user, using the MDS+ backend
data_entry = imas.DBEntry(imasdef.MDSPLUS_BACKEND, 'data_access_tutorial', 15000, 1)

#opening the pulse file associatedhandled toby the Data Entry object 'data_entry' previously created
data_entry.open()

#reads#reading the 'camera_visible' IDS data using get()
camera_visible_ids= data_entry.get('camera_visible',0)

#prints#printing some IDS attributes
print('homogeneous_time = ', camera_visible_ids.ids_properties.homogeneous_time)

for i in range(3):
   print("Frame : ", i)
   print(camera_visible_ids.channel[0].detector[0].frame[i].image_raw) #prints the content of this 2D array
   print("-----")

#closes#closing the pulse file associated to the 'data_entry' objectData Entry
data_entry.close()