def __init__(self, config=None, parent=None,
extractor_name='NeighborPeakWindowSum',
**kwargs):
"""
Parameters
----------
config : traitlets.loader.Config
Configuration specified by config file or cmdline arguments.
Used to set traitlet values.
Set to None if no configuration to pass.
tool : ctapipe.core.Tool or None
Tool executable that is calling this component.
Passes the correct logger to the component.
Set to None if no Tool to pass.
extractor_name : str
The name of the ImageExtractor to use.
kwargs
"""
super().__init__(config=config, parent=parent, **kwargs)
extractor = ImageExtractor.from_name(
extractor_name,
parent=self,
)
self.dl0 = CameraDL0Reducer(parent=parent)
self.dl1 = CameraDL1Calibrator(
parent=self,
extractor=extractor,
)
def __init__(self,
config=None,
parent=None,
extractor_name='NeighborPeakWindowSum',
**kwargs):
"""
Parameters
----------
config : traitlets.loader.Config
Configuration specified by config file or cmdline arguments.
Used to set traitlet values.
Set to None if no configuration to pass.
tool : ctapipe.core.Tool or None
Tool executable that is calling this component.
Passes the correct logger to the component.
Set to None if no Tool to pass.
extractor_name : str
The name of the ImageExtractor to use.
kwargs
"""
super().__init__(config=config, parent=parent, **kwargs)
extractor = ImageExtractor.from_name(
extractor_name,
parent=self,
)
self.dl0 = CameraDL0Reducer(parent=parent)
self.dl1 = CameraDL1Calibrator(
parent=self,
extractor=extractor,
)
def __init__(self,
config=None,
parent=None,
r1_product=None,
extractor_name='NeighborPeakWindowSum',
eventsource=None,
**kwargs):
"""
Parameters
----------
config : traitlets.loader.Config
Configuration specified by config file or cmdline arguments.
Used to set traitlet values.
Set to None if no configuration to pass.
tool : ctapipe.core.Tool or None
Tool executable that is calling this component.
Passes the correct logger to the component.
Set to None if no Tool to pass.
r1_product : str
The R1 calibrator to use. Manually overrides the Factory.
extractor_name : str
The name of the ImageExtractor to use.
eventsource : ctapipe.io.eventsource.EventSource
EventSource that is being used to read the events. The EventSource
contains information (such as metadata or inst) which indicates
the appropriate R1Calibrator to use.
kwargs
"""
super().__init__(config=config, parent=parent, **kwargs)
extractor = ImageExtractor.from_name(
extractor_name,
parent=self,
)
if r1_product:
self.r1 = CameraR1Calibrator.from_name(
r1_product,
parent=self,
)
else:
self.r1 = CameraR1Calibrator.from_eventsource(
eventsource,
parent=self,
)
self.dl0 = CameraDL0Reducer(parent=parent)
self.dl1 = CameraDL1Calibrator(
parent=self,
extractor=extractor,
)
def setup(self):
if self.output is None:
raise ToolConfigurationError(
'You need to provide an --output file')
if self.output.exists() and not self.overwrite:
raise ToolConfigurationError(
'Outputfile {self.output} already exists, use `--overwrite` to overwrite'
)
self.source = self.add_component(EventSource.from_config(parent=self))
self.extractor = self.add_component(
ImageExtractor.from_name(self.extractor_name,
parent=self,
subarray=self.source.subarray))
self.calib = self.add_component(
CameraCalibrator(
subarray=self.source.subarray,
parent=self,
image_extractor=self.extractor,
))
self.ring_fitter = self.add_component(MuonRingFitter(parent=self, ))
self.intensity_fitter = self.add_component(
MuonIntensityFitter(
subarray=self.source.subarray,
parent=self,
))
self.cleaning = self.add_component(
TailcutsImageCleaner(
parent=self,
subarray=self.source.subarray,
))
self.writer = self.add_component(
HDF5TableWriter(
self.output,
"",
add_prefix=True,
parent=self,
mode='w',
))
self.pixels_in_tel_frame = {}
self.field_of_view = {}
self.pixel_widths = {}
for p in [
'min_pixels', 'pedestal', 'ratio_width',
'completeness_threshold'
]:
getattr(self, p).attach_subarray(self.source.subarray)
def __init__(self, config=None, parent=None,
r1_product=None,
extractor_name='NeighborPeakWindowSum',
eventsource=None,
**kwargs):
"""
Parameters
----------
config : traitlets.loader.Config
Configuration specified by config file or cmdline arguments.
Used to set traitlet values.
Set to None if no configuration to pass.
tool : ctapipe.core.Tool or None
Tool executable that is calling this component.
Passes the correct logger to the component.
Set to None if no Tool to pass.
r1_product : str
The R1 calibrator to use. Manually overrides the Factory.
extractor_name : str
The name of the ImageExtractor to use.
eventsource : ctapipe.io.eventsource.EventSource
EventSource that is being used to read the events. The EventSource
contains information (such as metadata or inst) which indicates
the appropriate R1Calibrator to use.
kwargs
"""
super().__init__(config=config, parent=parent, **kwargs)
extractor = ImageExtractor.from_name(
extractor_name,
parent=self,
)
if r1_product:
self.r1 = CameraR1Calibrator.from_name(
r1_product,
parent=self,
)
else:
self.r1 = CameraR1Calibrator.from_eventsource(
eventsource,
parent=self,
)
self.dl0 = CameraDL0Reducer(parent=parent)
self.dl1 = CameraDL1Calibrator(
parent=self,
extractor=extractor,
)
def load_image_extractor_from_config(custom_config, subarray):
"""
Return an image extractor from a custom config.
The passed custom_config superseeds the standard config.
Parameters
----------
config: dictionnary. Should contains:
- image_extractor
- image_extractor_config
Returns
-------
"""
config = replace_config(get_standard_config(), custom_config)
conf = Config(config)
return ImageExtractor.from_name(config['image_extractor'],
subarray=subarray,
config=conf)