DL1ParametersContainer
- class lstchain.io.lstcontainers.DL1ParametersContainer(prefix=None, **fields)
Bases:
Container- TODO: maybe fields could be inherited from ctapipe containers definition
For now I have not found an elegant way to do so
- Attributes:
- intensityField(default=nan)
Total intensity (size)
- log_intensityField(default=nan)
log of total intensity (size)
- xField(default=nan m, unit=m)
Centroid x coordinate
- yField(default=nan m, unit=m)
Centroid y coordinate
- rField(default=nan m, unit=m)
Radial coordinate of centroid
- phiField(default=nan, unit=rad)
Polar coordinate of centroid
- lengthField(default=nan deg, unit=deg)
RMS spread along the major-axis
- length_uncertaintyField(default=nan deg, unit=deg)
Uncertainty of length
- widthField(default=nan deg, unit=deg)
RMS spread along the minor-axis
- width_uncertaintyField(default=nan deg, unit=deg)
Uncertainty of width
- psiField(default=nan, unit=rad)
Rotation angle of ellipse
- skewnessField(default=nan)
Measure of the asymmetry
- kurtosisField(default=nan)
Measure of the tailedness
- disp_normField(default=None, unit=m)
disp_norm [m]
- disp_dxField(default=None, unit=m)
disp_dx [m]
- disp_dyField(default=None, unit=m)
disp_dy [m]
- disp_angleField(default=None, unit=rad)
disp_angle [rad]
- disp_signField(default=None)
disp_sign
- disp_missField(default=None, unit=m)
disp_miss [m]
- src_xField(default=None, unit=m)
Source x coordinate in camera frame
- src_yField(default=None, unit=m)
Source y coordinate in camera frame
- time_gradientField(default=nan)
Time gradient in the camera
- interceptField(default=nan)
Intercept
- leakage_intensity_width_1Field(default=nan, dtype=float32)
Fraction of intensity in outermost pixels
- leakage_intensity_width_2Field(default=nan, dtype=float32)
Fraction of intensity in two outermost rings of pixels
- leakage_pixels_width_1Field(default=nan)
Fraction of signal pixels that are border pixels
- leakage_pixels_width_2Field(default=nan)
Fraction of signal pixels that are in the two outermost rings of pixels
- n_pixelsField(default=-1)
Number of pixels after cleaning
- concentration_cogField(default=nan)
Fraction of intensity inside one pixel diameter of the cog
- concentration_coreField(default=nan)
Fraction of intensity inside hillas ellipse
- concentration_pixelField(default=nan)
Fraction of intensity in brightest pixel
- n_islandsField(default=-1)
Number of Islands
- alt_telField(default=None, unit=rad)
Telescope altitude pointing
- az_telField(default=None, unit=rad)
Telescope azimuth pointing
- sin_az_telField(default=None)
Sin of telescope azimuth pointing, used for RF
- obs_idField(default=-1)
Observation ID
- event_idField(default=-1)
Event ID
- calibration_idField(default=-1)
ID of the employed calibration event
- dragon_timeField(default=None)
Dragon time event trigger
- ucts_timeField(default=None)
UCTS time event trigger
- tib_timeField(default=None)
TIB time event trigger
- ucts_jumpField(default=False)
UCTS info jumped (corrected)
- mc_energyField(default=None, unit=TeV)
Simulated Energy
- log_mc_energyField(default=None)
log of simulated energy/TeV
- mc_altField(default=None, unit=rad)
Simulated altitude
- mc_azField(default=None, unit=rad)
Simulated azimuth
- mc_core_xField(default=None, unit=m)
Simulated impact point x position
- mc_core_yField(default=None, unit=m)
Simulated impact point y position
- mc_h_first_intField(default=None, unit=m)
Simulated first interaction height
- mc_typeField(default=-9999)
MC shower primary ID 0 (gamma), 1(e-),2(mu-), 100*A+Z for nucleons and nuclei,negative for antimatter.
- mc_az_telField(default=None, unit=rad)
Telescope MC azimuth pointing
- mc_alt_telField(default=None, unit=rad)
Telescope MC altitude pointing
- mc_x_maxField(default=None, unit=g / cm2)
MC Xmax value
- mc_core_distanceField(default=None, unit=m)
Distance from the impact point to the telescope
- hadronessField(default=None)
Hadroness
- wlField(default=nan)
width/length
- tel_idField(default=None)
Telescope Id
- tel_pos_xField(default=None)
Telescope x position in the ground
- tel_pos_yField(default=None)
Telescope y position in the ground
- tel_pos_zField(default=None)
Telescope z position in the ground
- trigger_typeField(default=None)
Trigger type
- ucts_trigger_typeField(default=None)
UCTS trigger type
- trigger_timeField(default=None)
Trigger time
- event_typeField(default=None)
Event type
- metadict
dict of attached metadata
- prefixstr
Prefix attached to column names when saved to a table or file
Attributes Summary
Methods Summary
fill_event_info(event)fill_hillas(hillas)fill Hillas parameters
fill_mc(event, tel_pos)fill from mc
get_features(features_names)set_concentration(geom, image, hillas_parameters)set_disp(source_pos, hillas)set_leakage(geom, image, clean)set_n_islands(geom, clean)set_source_camera_position(event, telescope)set_telescope_info(subarray, telescope_id)set_timing_features(geom, image, peak_time, ...)Attributes Documentation
- alt_tel
- az_tel
- calibration_id
- concentration_cog
- concentration_core
- concentration_pixel
- default_prefix = 'dl1parameters'
- disp_angle
- disp_dx
- disp_dy
- disp_miss
- disp_norm
- disp_sign
- dragon_time
- event_id
- event_type
- fields = {'alt_tel': Field(default=None, unit=rad), 'az_tel': Field(default=None, unit=rad), 'calibration_id': Field(default=-1), 'concentration_cog': Field(default=nan), 'concentration_core': Field(default=nan), 'concentration_pixel': Field(default=nan), 'disp_angle': Field(default=None, unit=rad), 'disp_dx': Field(default=None, unit=m), 'disp_dy': Field(default=None, unit=m), 'disp_miss': Field(default=None, unit=m), 'disp_norm': Field(default=None, unit=m), 'disp_sign': Field(default=None), 'dragon_time': Field(default=None), 'event_id': Field(default=-1), 'event_type': Field(default=None), 'hadroness': Field(default=None), 'intensity': Field(default=nan), 'intercept': Field(default=nan), 'kurtosis': Field(default=nan), 'leakage_intensity_width_1': Field(default=nan, dtype=float32), 'leakage_intensity_width_2': Field(default=nan, dtype=float32), 'leakage_pixels_width_1': Field(default=nan), 'leakage_pixels_width_2': Field(default=nan), 'length': Field(default=nan deg, unit=deg), 'length_uncertainty': Field(default=nan deg, unit=deg), 'log_intensity': Field(default=nan), 'log_mc_energy': Field(default=None), 'mc_alt': Field(default=None, unit=rad), 'mc_alt_tel': Field(default=None, unit=rad), 'mc_az': Field(default=None, unit=rad), 'mc_az_tel': Field(default=None, unit=rad), 'mc_core_distance': Field(default=None, unit=m), 'mc_core_x': Field(default=None, unit=m), 'mc_core_y': Field(default=None, unit=m), 'mc_energy': Field(default=None, unit=TeV), 'mc_h_first_int': Field(default=None, unit=m), 'mc_type': Field(default=-9999), 'mc_x_max': Field(default=None, unit=g / cm2), 'n_islands': Field(default=-1), 'n_pixels': Field(default=-1), 'obs_id': Field(default=-1), 'phi': Field(default=nan, unit=rad), 'psi': Field(default=nan, unit=rad), 'r': Field(default=nan m, unit=m), 'sin_az_tel': Field(default=None), 'skewness': Field(default=nan), 'src_x': Field(default=None, unit=m), 'src_y': Field(default=None, unit=m), 'tel_id': Field(default=None), 'tel_pos_x': Field(default=None), 'tel_pos_y': Field(default=None), 'tel_pos_z': Field(default=None), 'tib_time': Field(default=None), 'time_gradient': Field(default=nan), 'trigger_time': Field(default=None), 'trigger_type': Field(default=None), 'ucts_jump': Field(default=False), 'ucts_time': Field(default=None), 'ucts_trigger_type': Field(default=None), 'width': Field(default=nan deg, unit=deg), 'width_uncertainty': Field(default=nan deg, unit=deg), 'wl': Field(default=nan), 'x': Field(default=nan m, unit=m), 'y': Field(default=nan m, unit=m)}
- hadroness
- intensity
- intercept
- kurtosis
- leakage_intensity_width_1
- leakage_intensity_width_2
- leakage_pixels_width_1
- leakage_pixels_width_2
- length
- length_uncertainty
- log_intensity
- log_mc_energy
- mc_alt
- mc_alt_tel
- mc_az
- mc_az_tel
- mc_core_distance
- mc_core_x
- mc_core_y
- mc_energy
- mc_h_first_int
- mc_type
- mc_x_max
- meta
- n_islands
- n_pixels
- obs_id
- phi
- prefix
- psi
- r
- sin_az_tel
- skewness
- src_x
- src_y
- tel_id
- tel_pos_x
- tel_pos_y
- tel_pos_z
- tib_time
- time_gradient
- trigger_time
- trigger_type
- ucts_jump
- ucts_time
- ucts_trigger_type
- width
- width_uncertainty
- wl
- x
- y
Methods Documentation
- fill_event_info(event)
- fill_hillas(hillas)
fill Hillas parameters
hillas: HillasParametersContainer # TODO : parameters should not be simply copied but inherited (e.g. conserving unit definition)
- fill_mc(event, tel_pos)
fill from mc
- get_features(features_names)
- set_concentration(geom, image, hillas_parameters)
- set_disp(source_pos, hillas)
- set_leakage(geom, image, clean)
- set_n_islands(geom, clean)
- set_source_camera_position(event, telescope)
- set_telescope_info(subarray, telescope_id)
- set_timing_features(geom, image, peak_time, hillas)