def initialize_hessio(filename,file_closed):
if file_closed:
file_closed = util_functions.load_hessio(filename)
print(file_closed)
util_functions.nextevent_hessio()
else:
pass
#ld.telescope_id = h.get_telescope_ids().tolist() #--> this function only can be used if the according python wrapper hase been added to pyhessio.c and hessio.py
ld.telescope_id = h.get_teldata_list().tolist()
ld.telescope_num = h.get_num_telescope()
return file_closed
def initialize_hessio(filename, file_closed):
if file_closed:
file_closed = util_functions.load_hessio(filename)
print(file_closed)
util_functions.nextevent_hessio()
else:
pass
#ld.telescope_id = h.get_telescope_ids().tolist() #--> this function only can be used if the according python wrapper hase been added to pyhessio.c and hessio.py
ld.telescope_id = h.get_teldata_list().tolist()
ld.telescope_num = h.get_num_telescope()
return file_closed
def initialize_telescope(filename, file_closed = True):
ld.clear_lists_telescope()
ld.clear_lists_camera()
if 'simtel.gz' in filename:
if file_closed:
file_closed = load_hessio(filename)
nextevent_hessio()
else:
pass
#ld.telescope_id = h.get_telescope_ids().tolist() #--> this function only can be used if the according python wrapper hase been added to pyhessio.c and hessio.py
ld.telescope_id = h.get_teldata_list().tolist()
ld.telescope_num = h.get_num_telescope()
elif 'fits' in filename:
if file_closed:
hdulist = load_fits(filename)
file_closed = hdulist
else:
pass
teles = hdulist[1].data
ld.telescope_id = teles["TelID"].tolist()
ld.telescope_posX = teles["TelX"].tolist()
ld.telescope_posY = teles["TelY"].tolist()
ld.telescope_posZ = teles["TelZ"].tolist()
ld.telescope_num = len(ld.telescope_id)
for tel in ld.telescope_id:
initialize_camera(tel,filename,file_closed)
initialize_optics(tel,filename,file_closed)
if 'simtel.gz' in filename:
close_hessio()
elif 'fits' in filename:
close_fits(hdulist)
def initialize_telescope(filename, file_closed=True):
ld.clear_lists_telescope()
ld.clear_lists_camera()
if 'simtel.gz' in filename:
if file_closed:
file_closed = load_hessio(filename)
nextevent_hessio()
else:
pass
#ld.telescope_id = h.get_telescope_ids().tolist() #--> this function only can be used if the according python wrapper hase been added to pyhessio.c and hessio.py
ld.telescope_id = h.get_teldata_list().tolist()
ld.telescope_num = h.get_num_telescope()
elif 'fits' in filename:
if file_closed:
hdulist = load_fits(filename)
file_closed = hdulist
else:
pass
teles = hdulist[1].data
ld.telescope_id = teles["TelID"].tolist()
ld.telescope_posX = teles["TelX"].tolist()
ld.telescope_posY = teles["TelY"].tolist()
ld.telescope_posZ = teles["TelZ"].tolist()
ld.telescope_num = len(ld.telescope_id)
for tel in ld.telescope_id:
initialize_camera(tel, filename, file_closed)
initialize_optics(tel, filename, file_closed)
if 'simtel.gz' in filename:
close_hessio()
elif 'fits' in filename:
close_fits(hdulist)
def hessio_event_source(url, max_events=None, single_tel=None):
"""A generator that streams data from an EventIO/HESSIO MC data file
(e.g. a standard CTA data file.)
Parameters
----------
url : str
path to file to open
max_events : int, optional
maximum number of events to read
single_tel : int
select only a single telescope, if None, all are read. This is
to emulate the final CTA data format, where there would be 1
telescope per file (whereas in current monte-carlo, they are
all interleaved into one file)
"""
ret = hessio.file_open(url)
if ret is not 0:
raise RuntimeError(
"hessio_event_source failed to open '{}'".format(url))
counter = 0
eventstream = hessio.move_to_next_event()
container = Container("hessio_container")
container.meta.add_item('hessio__input', url)
container.meta.add_item('hessio__max_events', max_events)
container.meta.add_item('pixel_pos', dict())
container.add_item("dl0", RawData())
container.add_item("count")
for run_id, event_id in eventstream:
container.dl0.run_id = run_id
container.dl0.event_id = event_id
container.dl0.tels_with_data = hessio.get_teldata_list()
container.count = counter
# handle single-telescope case (ignore others:
if single_tel is not None:
if single_tel not in container.dl0.tels_with_data:
continue
container.dl0.tels_with_data = [
single_tel,
]
# this should be done in a nicer way to not re-allocate the
# data each time (right now it's just deleted and garbage
# collected)
container.dl0.tel = dict() # clear the previous telescopes
for tel_id in container.dl0.tels_with_data:
# fill pixel position dictionary, if not already done:
if tel_id not in container.meta.pixel_pos:
container.meta.pixel_pos[tel_id] = hessio.get_pixel_position(
tel_id)
nchans = hessio.get_num_channel(tel_id)
container.dl0.tel[tel_id] = RawCameraData(tel_id)
container.dl0.tel[tel_id].num_channels = nchans
# load the data per telescope/chan
for chan in range(nchans):
container.dl0.tel[tel_id].adc_samples[chan] \
= hessio.get_adc_sample(channel=chan,
telescope_id=tel_id)
container.dl0.tel[tel_id].adc_sums[chan] \
= hessio.get_adc_sum(channel=chan,
telescope_id=tel_id)
yield container
counter += 1
if max_events is not None and counter > max_events:
return
def hessio_event_source(url, max_events=None, single_tel=None):
"""A generator that streams data from an EventIO/HESSIO MC data file
(e.g. a standard CTA data file.)
Parameters
----------
url : str
path to file to open
max_events : int, optional
maximum number of events to read
single_tel : int
select only a single telescope, if None, all are read. This is
to emulate the final CTA data format, where there would be 1
telescope per file (whereas in current monte-carlo, they are
all interleaved into one file)
"""
ret = hessio.file_open(url)
if ret is not 0:
raise RuntimeError("hessio_event_source failed to open '{}'"
.format(url))
counter = 0
eventstream = hessio.move_to_next_event()
container = Container("hessio_container")
container.meta.add_item('hessio__input', url)
container.meta.add_item('hessio__max_events', max_events)
container.meta.add_item('pixel_pos', dict())
container.add_item("dl0", RawData())
container.add_item("count")
for run_id, event_id in eventstream:
container.dl0.run_id = run_id
container.dl0.event_id = event_id
container.dl0.tels_with_data = hessio.get_teldata_list()
container.count = counter
# handle single-telescope case (ignore others:
if single_tel is not None:
if single_tel not in container.dl0.tels_with_data:
continue
container.dl0.tels_with_data = [single_tel, ]
# this should be done in a nicer way to not re-allocate the
# data each time (right now it's just deleted and garbage
# collected)
container.dl0.tel = dict() # clear the previous telescopes
for tel_id in container.dl0.tels_with_data:
# fill pixel position dictionary, if not already done:
if tel_id not in container.meta.pixel_pos:
container.meta.pixel_pos[
tel_id] = hessio.get_pixel_position(tel_id)
nchans = hessio.get_num_channel(tel_id)
container.dl0.tel[tel_id] = RawCameraData(tel_id)
container.dl0.tel[tel_id].num_channels = nchans
# load the data per telescope/chan
for chan in range(nchans):
container.dl0.tel[tel_id].adc_samples[chan] \
= hessio.get_adc_sample(channel=chan,
telescope_id=tel_id)
container.dl0.tel[tel_id].adc_sums[chan] \
= hessio.get_adc_sum(channel=chan,
telescope_id=tel_id)
yield container
counter += 1
if max_events is not None and counter > max_events:
return