Commit 3eb9d107 authored by Holger Niemann's avatar Holger Niemann
Browse files

update to V2.5.3, add the version number, bug fixes and imporved exception...

update to V2.5.3, add the version number, bug fixes and imporved exception handling for downloadversionIRdata
parent 4bfd14ac
21.08.2018:
update downloadversionIRdata:
- include version number, now 2.5.3 into the files
- bug fixes for downloadversion IRdata
- improvement of exception handling, replace some exception with warnings and improve error messages
03.11.2017:
changes in downloadversionIRdata:
- reduce blocks to 1 second, now editable over parameter intervalSize
......
# -*- coding: utf-8 -*-
"""
Created on Wed May 9 14:56:32 2018
Version: 2.5.3
@author: Holger Niemann, Peter Drewelow, Yu Gao
mainly to clean up the downloadversionIRdata code
......
# -*- coding: utf-8 -*-
"""
Created on Tue Sep 26 16:01:06 2017
Version: 2.5.3
@author: holn
"""
......@@ -514,15 +514,17 @@ try:
if raw1:
success=False
trys=0
temp_raw=raw_parlog
while (trys<retry and not success):
try:
response=IRup.upload_raw_data_from_H5(cameras[i],port,np.asarray(time1_0,dtype=np.int64),path+"\\"+rlist[fkeys[f1]],metadata1,parlog=raw_parlog,rawdata=raw_data,newversion=newversion,reason=reason,del_list=correction_list1,temppath=temppath)#upload cold and backgrounds
response,pari=IRup.upload_raw_data_from_H5(cameras[i],port,np.asarray(time1_0,dtype=np.int64),path+"\\"+rlist[fkeys[f1]],metadata1,parlog=temp_raw,rawdata=raw_data,newversion=newversion,reason=reason,del_list=correction_list1,temppath=temppath)#upload cold and backgrounds
if response[0]:
success=True
rawres1=1
else:
print(datetime.datetime.now(),"raw 1 upload failed",response[1],response[2])
rawres1=0
temp_raw=not pari
# foutf.write(datetime.datetime.now(),"raw 1 upload failed",response[1],response[2],"\n")
except Exception as E:
trys+=1
......@@ -535,16 +537,18 @@ try:
if raw2:
success=False
trys=0
temp_raw=raw_parlog
while (trys<retry and not success):
print(datetime.datetime.now()," Upload second file")
try:
response=IRup.upload_raw_data_from_H5(cameras[i],port,np.asarray(time2_0,dtype=np.int64),path+"\\"+rlist[fkeys[f2]],metadata2,parlog=raw_parlog,rawdata=raw_data,del_list=correction_list2,temppath=temppath)#upload raw images from plasma
response,pari=IRup.upload_raw_data_from_H5(cameras[i],port,np.asarray(time2_0,dtype=np.int64),path+"\\"+rlist[fkeys[f2]],metadata2,parlog=temp_raw,rawdata=raw_data,del_list=correction_list2,temppath=temppath)#upload raw images from plasma
if response[0]:
success=True
rawres2=1
else:
print(datetime.datetime.now(),"raw 2 upload failed",response[1],response[2])
rawres2=0
temp_raw=not pari
# foutf.write(datetime.datetime.now(),"raw 2 upload failed",response[1],response[2],"\n")
except Exception as E:
trys+=1
......
# -*- coding: utf-8 -*-
"""
Created on Wed Oct 25 15:51:46 2017
updated on Tue Aug 21 10:20:00 2018
Version: 2.5.3
(Numbering: #of big changes(OP1.2a download V1, OP1.2b download V2) . #of updates to add functionalities . #number of updates for bug fixes )
@author: holn
"""
......@@ -278,9 +281,12 @@ def get_NUC_by_program(port,program,exposure,version=0,verbose=0):
def get_NUC_by_times(port,starttime,endtime,t_exp,version=0,verbose=0):
OP=IR_tools.get_OP_by_time(time_ns=endtime)
if OP=="OP1.2a":
t1=endtime
t0=starttime
prog=read_program(t1)
program=prog[1]['id']
if (port == 31) or (port == 21 and float(program[4:]) > 1110):
t1=endtime
t0=starttime
print("rebuilding coldframe")
#use any way the rebuilt coldframe.
sT = get_sensor_temp_by_program(port, program)[2][0]
......@@ -321,7 +327,7 @@ def get_NUC_by_times(port,starttime,endtime,t_exp,version=0,verbose=0):
badpixels=find_badpixels(port,gain,offset,niterations=10,tolerance=10)
gain_error=0
offset_error=0
return True,[gain,offset,cirebuild,badpixels,gain_error,offset_error],['gain','offset','cold','badpixels','gain_error','offset_error']
return True,[gain,offset,ci,badpixels,gain_error,offset_error],['gain','offset','cold','badpixels','gain_error','offset_error']
else:
return download_NUC_by_times(port,starttime,endtime,t_exp)
elif OP=="OP1.2b":
......@@ -615,7 +621,11 @@ if fastDL:
# try:
# t_program = AKF_2.get_program_from_to(program)
# prog =AKF_2.get_program_list(t_program[0], t_program[1])
if prog[0]:
if not prog[0]:
if verbose>0:
print("program not found, cannot download the data")
return False,[0],[0]
else:
starttime=prog[1]['trigger']['1'][0]
stoptime=prog[1]['trigger']['6'][0]
success=True
......@@ -655,7 +665,11 @@ if fastDL:
enddate=datetime.datetime.utcfromtimestamp((starttime)/1e9+time_s)
enddate=enddate.isoformat()
#"2017-11-15 08:00:00"
times=AKF_2.get_time_intervals(larchivepath,stdate.replace("T"," "),enddate.replace("T"," "))#
try:
times=AKF_2.get_time_intervals(larchivepath,stdate.replace("T"," "),enddate.replace("T"," "))#
except Exception as E:
raise Warning(E)
return False,[0],[0]
time=[]
images=[]
lnt=len(times)
......@@ -739,9 +753,9 @@ if fastDL:
else:
successes.append(False)
if give_ERROR:
images,error_images=apply_calib_on_raw(images,background,LUT,refT,gain,offset,gain_error,offset_error,False,give_ERROR)
sucess,images,error_images=apply_calib_on_raw(images,background,LUT,refT,gain,offset,gain_error,offset_error,False,give_ERROR)
else:
images=apply_calib_on_raw(images,background,LUT,refT,gain,offset,gain_error,offset_error,False,give_ERROR)
success,images=apply_calib_on_raw(images,background,LUT,refT,gain,offset,gain_error,offset_error,False,give_ERROR)
for i in range(len(images)):
images[i]=(images[i]*FOV).astype(np.float32)
......@@ -794,7 +808,7 @@ def download_last_raw_image_by_time(port,starttime,stoptime,version=0):
return True, pixelarray
except urllib.error.URLError as e:
print(e)
return False, -1
return False, [-1]
def download_raw_parlog_by_program(port,program,version=0):
# prog=AKF_1.get_program_from_PID(program)
......@@ -1231,7 +1245,7 @@ def get_temp_from_raw_by_program_V1(portnr,program,time_s=0,emi=0.8,divertorpart
del raw_dl
# images=images.swapaxes(1,2)
images=[im.swapaxes(0,1) for im in images]
images=apply_calib_on_raw(images,background,LUT,refT,gain,offset,True)
sucess,images=apply_calib_on_raw(images,background,LUT,refT,gain,offset,True)
temperatureimages=temperatureimages+images
times=times+time
del time,images
......@@ -1246,9 +1260,9 @@ def get_temp_from_raw_by_program_V1(portnr,program,time_s=0,emi=0.8,divertorpart
# temperatureimages=temperatureimages.swapaxes(1,2)
temperatureimages=[im.swapaxes(0,1) for im in temperatureimages]
if give_ERROR:
temperatureimages,error_images=apply_calib_on_raw(temperatureimages,background,LUT,refT,gain,offset,gain_error,offset_error,True,give_ERROR)
success,temperatureimages,error_images=apply_calib_on_raw(temperatureimages,background,LUT,refT,gain,offset,gain_error,offset_error,True,give_ERROR)
else:
temperatureimages=apply_calib_on_raw(temperatureimages,background,LUT,refT,gain,offset,gain_error,offset_error,True,give_ERROR)
success,temperatureimages=apply_calib_on_raw(temperatureimages,background,LUT,refT,gain,offset,gain_error,offset_error,True,give_ERROR)
else:
raise Exception("cannot download the raw images")
valid=True
......@@ -1271,56 +1285,71 @@ def get_temp_from_raw_by_program_V2(portnr,program,time_s=0,emi=0.8,version=0,th
return get_temp_from_raw_by_program(portnr,program,time_s=time_s,emi=emi,T_version=2,version=version,threads=threads,give_ERROR=give_ERROR,use_firstframe_as_background=use_firstframe_as_background)
def get_temp_from_raw_by_program(portnr,program,time_s=0,emi=0.8,T_version=2,version=0,threads=1,give_ERROR=False,use_firstframe_as_background=False,back_emissivity=0.8,verbose=0):
background,LUT,refT,gain,offset,badpixels,t_exp,cfilter,gain_error,offset_error=get_calib_data(portnr,program,emi,T_version,version,back_emissivity,verbose=verbose-1)
if verbose>0:
print(datetime.datetime.now(),"raw download start")
if fastDL:
exist,time,frames=download_raw_images_by_program_via_png(portnr,program,time_s,version,threads,verbose=verbose-1)
cexist,background,LUT,refT,gain,offset,badpixels,t_exp,cfilter,gain_error,offset_error=get_calib_data(portnr,program,emi,T_version,version,back_emissivity,verbose=verbose-1)
if not cexist:
if verbose>0:
print("Unable to load the complete calibration data for",program," please confirm that this data was uploaded")
return False,[0],[0],False
else:
exist,time,frames=download_raw_images_by_program(portnr,program,time_s,version,verbose=verbose-1)
if exist:
frames=[im.swapaxes(0,1) for im in frames]
if verbose>0:
print(datetime.datetime.now(),"raw download start")
if fastDL:
exist,time,frames=download_raw_images_by_program_via_png(portnr,program,time_s,version,threads,verbose=verbose-1)
else:
raise Exception("no data found")
if verbose>0:
print(datetime.datetime.now(),"raw download finished")
FOV=get_FOV_mask(portnr)
if use_firstframe_as_background:
bim=apply_NUC([frames[0]],gain,offset)
background=get_average_background_recangle(portnr,bim[0])
if give_ERROR:
frames,error_images=apply_calib_on_raw(frames,background,LUT,refT,gain,offset,gain_error,offset_error,False,give_ERROR,verbose=verbose-1)
else:
frames=apply_calib_on_raw(frames,background,LUT,refT,gain,offset,gain_error,offset_error,False,give_ERROR,verbose=verbose-1)
for i in range(len(frames)):
frames[i]=(frames[i]*FOV).astype(np.float32)
if verbose>0:
print(datetime.datetime.now(),"correcting bad pixels")
frames=IR_tools.correct_images(frames,badpixels)
if verbose>0:
print(datetime.datetime.now(),"checking temperaturerange")
valid=True
# for i in range(len(frames)):
try:
check_temperature_range(time[0],np.max(frames)-273.15,np.min(frames[:][np.nonzero(frames[i])])-273.15,portnr,t_exp,cfilter)
except Exception as E:
print(E)
valid=False
# i=len(frames)
date=int(program.split(".")[0])
if date>20180712 and date<20180720:
prog=AKF_1.get_program_from_PID(program)
if prog[0]:
# t0time=prog[1]['trigger']['0'][0]
starttime=prog[1]['trigger']['1'][0]
toff=time[0]-starttime
if toff>10e6:
print("time offset detected, offset is "+str(toff)+" ns, correcting")
time[:]=time[:]-toff
if give_ERROR:
return exist,time,frames,valid,error_images
else:
return exist,time,frames,valid
exist,time,frames=download_raw_images_by_program(portnr,program,time_s,version,verbose=verbose-1)
if exist:
frames=[im.swapaxes(0,1) for im in frames]
else:
raise Exception("no data found")
if not exist:
raise Warning("data not found in database!")
return False,[0],[0],False
else:
if verbose>0:
print(datetime.datetime.now(),"raw download finished")
FOV=get_FOV_mask(portnr)
if use_firstframe_as_background:
bim=apply_NUC([frames[0]],gain,offset)
background=get_average_background_recangle(portnr,bim[0])
if give_ERROR:
success,frames,error_images=apply_calib_on_raw(frames,background,LUT,refT,gain,offset,gain_error,offset_error,False,give_ERROR,verbose=verbose-1)
else:
success,frames=apply_calib_on_raw(frames,background,LUT,refT,gain,offset,gain_error,offset_error,False,give_ERROR,verbose=verbose-1)
if not success:
if verbose>0:
print("calculation of the temperature failed, calibration could not be applied")
return False,time,frames,False
else:
for i in range(len(frames)):
frames[i]=(frames[i]*FOV).astype(np.float32)
if verbose>0:
print(datetime.datetime.now(),"correcting bad pixels")
frames=IR_tools.correct_images(frames,badpixels)
if verbose>0:
print(datetime.datetime.now(),"checking temperaturerange")
valid=True
# for i in range(len(frames)):
try:
check_temperature_range(time[0],np.max(frames)-273.15,np.min(frames[:][np.nonzero(frames[i])])-273.15,portnr,t_exp,cfilter)
except Exception as E:
print(E)
valid=False
# i=len(frames)
date=int(program.split(".")[0])
if date>20180712 and date<20180720:
prog=AKF_1.get_program_from_PID(program)
if prog[0]:
# t0time=prog[1]['trigger']['0'][0]
starttime=prog[1]['trigger']['1'][0]
toff=time[0]-starttime
if toff>10e6:
print("time offset detected, offset is "+str(toff)+" ns, correcting")
time[:]=time[:]-toff
if give_ERROR:
return exist,time,frames,valid,error_images
else:
return exist,time,frames,valid
def get_temp_from_raw_by_program_fullthreads(portnr,program,time_s=0,emi=0.8,T_version=2,version=0,threads=1,give_ERROR=False,check_range=True):
if threads==1 or not fastDL:
......@@ -1542,6 +1571,10 @@ def get_nuced_raw_by_program_fullthreads(portnr,program,time_s=0,emi=0.8,T_versi
return success,np.array(times),images,valid
def apply_calib_on_raw(images,background,LUT,refT=28.5,gain=0,offset=0,gain_error=0,offset_error=0,fullbackground=False,give_ERROR=False, verbose=0):
"""
apply_calib_on_raw
return success,images and if give_Error: errorimages
"""
try:
#images=np.array(raw,dtype=np.uint16)
# del raw
......@@ -1584,15 +1617,15 @@ def apply_calib_on_raw(images,background,LUT,refT=28.5,gain=0,offset=0,gain_erro
terror[i] = (terror[i] + (max_image - min_image)/2).astype(np.float32)
images[i]=(temp_from_LUT(LUT,images[i])).astype(np.float32)
images[i]=(images[i]+(refT+273.15)).astype(np.float32)
return images,terror
return True,images,terror
else:
for i in range(len(images)):
images[i]=(temp_from_LUT(LUT,images[i])).astype(np.float32)
images[i]=(images[i]+(refT+273.15)).astype(np.float32)
return images
return True,images
except Exception as E:
print(E)
return 0
raise Warning(E)
return False,[0]
def apply_NUC(images,gain,offset,gain_error=0,offset_error=0,give_error=False):
"""
......@@ -1647,8 +1680,13 @@ def get_cooling_water_temperature_by_time(time_ns):
return result_in[0] and result_out[0],inlet,outlet
def get_calib_data(port,program,emissivity=0.8,Temp_V=2,version=0,back_emissivity=0.82, verbose=0):
"""
get_calib_data
return exist,background,LUT,refT,gain,offset,badpixels,t_exp,cfilter,gain_error,offset_error
"""
prog=AKF_1.get_program_from_PID(program)
OP=IR_tools.get_OP_by_time(program_str=program)
exist=True
# try:
# t_program = AKF_2.get_program_from_to(program)
# prog =AKF_2.get_program_list(t_program[0], t_program[1])
......@@ -1659,7 +1697,9 @@ def get_calib_data(port,program,emissivity=0.8,Temp_V=2,version=0,back_emissivit
# except Exception as E:
# print("Warning: Program was not found: ",E)
# return 0,0,0,0,0,0,0,0,0,0
# OP=get_OP_by_program(program)
else:
raise Warning("cannot find the program!")
return False,0,0,0,0,0,0,0,0,0,0
Camera=portcamdict[OP]['AEF'+str(port)]
if Camera.split("_")[0]=="Infratec":
cf=get_INFRATEC_filter_by_program(program,version)
......@@ -1667,7 +1707,8 @@ def get_calib_data(port,program,emissivity=0.8,Temp_V=2,version=0,back_emissivit
cfilter=cf[2]
else:
cfilter=-1
raise Exception("Filter not found for INFRATEC Camera")
raise Warning("Filter not found for INFRATEC Camera for Program "+prog)
return False,0,0,0,0,0,0,0,0,0,0
else:
cfilter=0
expo_DL=get_exposure_by_times(port,t1,t6,version)
......@@ -1682,7 +1723,8 @@ def get_calib_data(port,program,emissivity=0.8,Temp_V=2,version=0,back_emissivit
if cfilter==0 and not Camera.split("_")[0]=="Infratec":
NUC_DL=get_NUC_by_times(port,t0,t1,t_exp,version,verbose=verbose-1)#download_NUC_by_times(port,t0,t1,t_exp,version)
if NUC_DL[0]==False:
raise Exception("NUC was not found")
raise Warning("NUC was not found")
return False,0,LUT,0,0,0,0,t_exp,cfilter,0,0
else:
gain=np.array(NUC_DL[1][0])
offset=np.array(NUC_DL[1][1])
......@@ -1697,7 +1739,8 @@ def get_calib_data(port,program,emissivity=0.8,Temp_V=2,version=0,back_emissivit
bim=apply_NUC([frames[0]],gain,offset)
background=get_average_background_recangle(port,bim[0])
else:
raise Exception("cannot find the first frame of the discharge, reconstruction failed")
raise Warning("cannot find the first frame of the discharge, reconstruction failed")
return False,0,LUT,0,gain,offset,badpixels,t_exp,cfilter,gain_error,offset_error
else:
gain=0
offset=0
......@@ -1763,14 +1806,18 @@ def get_calib_data(port,program,emissivity=0.8,Temp_V=2,version=0,back_emissivit
# back_off=estimate_offset(port,program)
# background=(background-back_off)/(back_emissivity)+back_off
else:
raise Exception("Unknown temperature calibration method")
raise Warning("Unknown temperature calibration method")
return False,background,LUT,0,gain,offset,badpixels,t_exp,cfilter,gain_error,offset_error
else:
raise Exception("no background image found")
raise Warning("no background image found")
return False,0,LUT,0,gain,offset,badpixels,t_exp,cfilter,gain_error,offset_error
else:
raise Exception("no LUT found")
raise Warning("no LUT found")
return False,0,0,0,0,0,0,t_exp,cfilter,0,0
else:
raise Exception("no exposure time found")
raise Warning("no exposure time found")
return False,0,0,0,0,0,0,0,cfilter,0,0
if np.max(badpixels)==0:
if Camera.split("_")[0]=="Infratec":
badpixels=find_badpixels(port,frame-background,offset,niterations=10,tolerance=10,plot_it=False)#find_badpixels(port,gain,offset)
......@@ -1781,7 +1828,7 @@ def get_calib_data(port,program,emissivity=0.8,Temp_V=2,version=0,back_emissivit
init_bp_list = IR_tools.read_bad_pixels_from_file(port, program=program)
# find more bad pixel
badpixels = find_badpixels(port, gain, offset, init_bp_list=init_bp_list, niterations=10, tolerance=10, verbose=verbose-1)
return background,LUT,refT,gain,offset,badpixels,t_exp,cfilter,gain_error,offset_error
return exist,background,LUT,refT,gain,offset,badpixels,t_exp,cfilter,gain_error,offset_error
# except Exception as E:
# print("Warning: Program was not found: ",E)
# return 0,0,0,0,0,0,0,0,0,0
......@@ -1949,7 +1996,10 @@ if __name__=='__main__':
plt.plot(framerate[1],framerate[2],label="AEF"+str(port))
plt.legend()
plt.grid()
# status,time,images,valid=get_temp_from_raw_by_program(port,prog,time_s=[0,6],emi=0.82,T_version=2,version=0,threads=4,give_ERROR=False,use_firstframe_as_background=False,verbose=5)
port=10
prog="20180816.016"
prog="20180816.018"#[0,6]
status,time,images,valid=get_temp_from_raw_by_program(port,prog,time_s=0,emi=0.82,T_version=2,version=0,threads=1,give_ERROR=False,use_firstframe_as_background=False,verbose=5)
# status,time,images=download_raw_images_by_program_via_png(port,prog,time_s=1,threads=4,verbose=0)
# test=get_NUC_by_program(port,prog,8,version=0,verbose=5)
......
# -*- coding: utf-8 -*-
"""
Created on Thu Aug 24 11:24:52 2017
@author: aali
Version: 2.5.3
@author: holn
"""
### code follows ###
......@@ -364,6 +364,10 @@ def upload_meta_stream_V2(camera,portnum,time,channel_names,channel_units,channe
}
if Return: return upload_fulldataset(url,parobj,dataobj,version,Return=Return)
else: upload_fulldataset(url,parobj,dataobj,version)
else:
print("Length of timevector and length of channel values does not match or the number of channel names does not match the number of units")
if Return:
return False
def upload_raw_data(camera,portnum,time,images,metadata={},comment="",newversion=False,reason=""):
"""
......@@ -470,7 +474,9 @@ def upload_raw_data_from_H5(camera,portnum,time,h5file,metadata={},comment="",pa
}
if parlog:
print("writing parlog")
upload_Parlog(url,parobj,version)
parlog_success=upload_Parlog(url,parobj,version,Return=False)
else:
parlog_success=True
if rawdata:
print("writing done, creating upload H5file")
tmp=writeH5_from_File(datastream_name,h5file,'images',time,double_list=del_list,path=temppath)
......@@ -487,9 +493,9 @@ def upload_raw_data_from_H5(camera,portnum,time,h5file,metadata={},comment="",pa
else:
success=False
print("upload of part "+str(n-1)+" of "+str(len(tmp))+" failed")
return [success]
return [success],parlog_success
else:
return uploadH5_Versioning(group,datastream_name,tmp,version,True)
return uploadH5_Versioning(group,datastream_name,tmp,version,True),parlog_success
def upload_temperaure_data(camera,portnum,images,time,metadata={},comment="",newversion=False,reason=""):
"""
......@@ -851,10 +857,16 @@ def upload_Parlog(url,parobj,versionnumber=0,Return=False):
try:
parlog_response = urllib.request.urlopen(parlog_request)
if Return:
return parlog_response.getcode()//100 is 2
if parlog_response.getcode()//100 is 2:
return True
else:
print(parlog_response.getcode())
return False
except urllib.error.HTTPError as ex:
msg = ex.read()
if Return: False
if Return:
print(msg)
return False
else:
raise RuntimeError(msg)
......@@ -886,27 +898,39 @@ def upload_fulldataset(url,parlog,data,versionnumber,bparlog=True,bdata=True,Ret
### from here on subfunctions
def upload_images(camera,portnum,images,time,typ,newversion=False,reason=""):
def upload_images(images,time,group,stream,newversion=False,reason=""):
"""
upload_images(camera,portnum,images,time,metadata={},newversion=False,reason="")
"""
#camera="IRCAM" #will be removed in final version
group="QRT_IRCAM"#+camera#+"_TEST" # test part will be removed in final version
group=group#"QRT_IRCAM"#+camera#+"_TEST" # test part will be removed in final version
# names=[typ]
datastream_name="AEF"+str(portnum)+"_"+typ#+"_TEST001"
datastream_name=stream#"AEF"+str(portnum)+"_"+typ#+"_TEST001"
#url="http://archive-webapi.ipp-hgw.mpg.de/Test/raw/"+project+"/"+group+"/"+datastream_name
if newversion:
print('no version control of HDF5 files yet!')
# archive_create_stream_version(url, reason, False, "n/a", "n/a" )
url="http://archive-webapi.ipp-hgw.mpg.de/Test/raw/"+project+"/"+group+"/"+datastream_name
if newversion:
archive_create_stream_version(url, reason, False, "n/a", "n/a" )
ver=get_latest_version("Test/raw/"+project+"/"+group+"/"+datastream_name+"_PARLOG")
version=ver
else:
ver=get_latest_version("Test/raw/"+project+"/"+group+"/"+datastream_name+"_PARLOG")
if ver==None:
reason="Versioning of Data"
archive_create_stream_version(url, reason, False, "n/a", "n/a" )
version=1
else:
version=ver
try:
# archive.write_signals(images,time,group,project,names, datastream_name,units,metadata,2,True)
tmp=writeH5(datastream_name,images,time)
uploadH5(group,datastream_name,tmp,True)
# uploadH5(group,datastream_name,tmp,True)
response=uploadH5_Versioning(group,datastream_name,tmp,version,True)
return response
except Exception as E:
print("Upload Failed")
print(E)
return [False]
def uploadH5(group,stream, h5file, delete=False, timeout=None):
# path=Path, h5file=h5-file
......
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