From 7afe5e01e1b2df6f75998cdccd4a53e4dbe0dfb7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Mon, 3 Jul 2023 16:13:27 +0200 Subject: [PATCH 01/63] Add general structure --- .../electron_afterpulses/electron_ap_drift.py | 16 +++++++++++ .../electron_ap_extraction.py | 16 +++++++++++ .../electron_ap_merger.py | 20 +++++++++++++ .../electron_ap_s2_photon_propagation.py | 17 +++++++++++ .../electron_ap_secondary_scintillation.py | 28 +++++++++++++++++++ .../electron_ap_timing.py | 16 +++++++++++ .../photo_electric_electrons.py | 1 + .../photo_ionization_electrons.py | 1 + fuse/plugins/pmt_and_daq/photon_summary.py | 15 ++++++++++ 9 files changed, 130 insertions(+) create mode 100644 fuse/plugins/detector_physics/electron_afterpulses/electron_ap_drift.py create mode 100644 fuse/plugins/detector_physics/electron_afterpulses/electron_ap_extraction.py create mode 100644 fuse/plugins/detector_physics/electron_afterpulses/electron_ap_merger.py create mode 100644 fuse/plugins/detector_physics/electron_afterpulses/electron_ap_s2_photon_propagation.py create mode 100644 fuse/plugins/detector_physics/electron_afterpulses/electron_ap_secondary_scintillation.py create mode 100644 fuse/plugins/detector_physics/electron_afterpulses/electron_ap_timing.py create mode 100644 fuse/plugins/detector_physics/electron_afterpulses/photo_electric_electrons.py create mode 100644 fuse/plugins/detector_physics/electron_afterpulses/photo_ionization_electrons.py diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_drift.py b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_drift.py new file mode 100644 index 00000000..5a355e46 --- /dev/null +++ b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_drift.py @@ -0,0 +1,16 @@ +import strax +from ..electron_drift import ElectronDrift + +export, __all__ = strax.exporter() + +@export +class ElectronAfterpulsesDrift(ElectronDrift): + """ + This class is used to simulate the drift of electrons from the sources of electron afterpulses. + """ + __version__ = "0.0.0" + + child_plugin = True + + depends_on = ('electron_ap_summary',) + provides = "drifted_ap_electrons" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_extraction.py b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_extraction.py new file mode 100644 index 00000000..4393d35d --- /dev/null +++ b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_extraction.py @@ -0,0 +1,16 @@ +import strax +from ..electron_extraction import ElectronExtraction + +export, __all__ = strax.exporter() + +@export +class ElectronAfterpulsesExtraction(ElectronExtraction): + """ + This class is used to simulate the extraction of electrons from the sources of electron afterpulses. + """ + __version__ = "0.0.0" + + child_plugin = True + + depends_on = ('electron_ap_summary','drifted_ap_electrons') + provides = "extracted_ap_electrons" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_merger.py b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_merger.py new file mode 100644 index 00000000..d843cb7f --- /dev/null +++ b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_merger.py @@ -0,0 +1,20 @@ +import strax + +from ....vertical_merger_plugin import VerticalMergerPlugin + +export, __all__ = strax.exporter() + +@export +class ElectronAfterPulsesSummary(VerticalMergerPlugin): + """ + Plugin which concatenates the output of the photo-electric and photo-ionization afterpulse simulation + """ + + depends_on = () + + provides = 'electron_ap_summary' + data_kind = "interactions_in_roi" + __version__ = '0.0.0' + + #Forbid rechunking + rechunk_on_save = False \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_s2_photon_propagation.py b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_s2_photon_propagation.py new file mode 100644 index 00000000..404176ec --- /dev/null +++ b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_s2_photon_propagation.py @@ -0,0 +1,17 @@ +import strax +import numpy as np +from ..s2_photon_propagation import S2PhotonPropagation + +export, __all__ = strax.exporter() + +@export +class ElectronAfterpulsesS2PhotonPropagation(S2PhotonPropagation): + """ + Add some documentation here + """ + __version__ = "0.0.0" + + child_plugin = True + + depends_on = ("ap_s2_photons", "extracted_ap_electrons", "drifted_ap_electrons", "ap_s2_photons_sum") + provides = "propagated_ap_s2_photons" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_secondary_scintillation.py b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_secondary_scintillation.py new file mode 100644 index 00000000..24a860d8 --- /dev/null +++ b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_secondary_scintillation.py @@ -0,0 +1,28 @@ +import strax +import numpy as np +from ..secondary_scintillation import SecondaryScintillation + +export, __all__ = strax.exporter() + +@export +class ElectronAfterpulsesSecondaryScintillation(SecondaryScintillation): + """ + This class is used to simulate the extraction of electrons from the sources of electron afterpulses. + """ + __version__ = "0.0.0" + + child_plugin = True + + depends_on = ("drifted_electrons","extracted_electrons" ,"electron_time") + + provides = ("ap_s2_photons", "ap_s2_photons_sum") + data_kind = {"ap_s2_photons": "individual_electrons", + "ap_s2_photons_sum" : "interactions_in_roi" + } + + dtype_photons = [('n_s2_photons', np.int64),] + strax.time_fields + dtype_sum_photons = [('sum_s2_photons', np.int64),] + strax.time_fields + + dtype = dict() + dtype["ap_s2_photons"] = dtype_photons + dtype["ap_s2_photons_sum"] = dtype_sum_photons \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_timing.py b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_timing.py new file mode 100644 index 00000000..1db9cca4 --- /dev/null +++ b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_timing.py @@ -0,0 +1,16 @@ +import strax +from ..electron_timing import ElectronTiming + +export, __all__ = strax.exporter() + +@export +class ElectronAfterpulsesTiming(ElectronTiming): + """ + This class is used to simulate the timing of electrons from the sources of electron afterpulses. + """ + __version__ = "0.0.0" + + child_plugin = True + + depends_on = ('drifted_ap_electrons','extracted_ap_electrons') + provides = "ap_electron_time" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/photo_electric_electrons.py b/fuse/plugins/detector_physics/electron_afterpulses/photo_electric_electrons.py new file mode 100644 index 00000000..46780f3d --- /dev/null +++ b/fuse/plugins/detector_physics/electron_afterpulses/photo_electric_electrons.py @@ -0,0 +1 @@ +# Add instruction generation for photo electric electrons here \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/photo_ionization_electrons.py b/fuse/plugins/detector_physics/electron_afterpulses/photo_ionization_electrons.py new file mode 100644 index 00000000..006d0121 --- /dev/null +++ b/fuse/plugins/detector_physics/electron_afterpulses/photo_ionization_electrons.py @@ -0,0 +1 @@ +# Add instruction generation for photo ionization electrons here \ No newline at end of file diff --git a/fuse/plugins/pmt_and_daq/photon_summary.py b/fuse/plugins/pmt_and_daq/photon_summary.py index e99f073e..c9917abe 100644 --- a/fuse/plugins/pmt_and_daq/photon_summary.py +++ b/fuse/plugins/pmt_and_daq/photon_summary.py @@ -16,5 +16,20 @@ class PhotonSummary(VerticalMergerPlugin): data_kind = 'propagated_photons' __version__ = '0.0.0' + #Forbid rechunking + rechunk_on_save = False + +@export +class PhotonSummaryElectronAP(VerticalMergerPlugin): + """ + Plugin which concatenates the output of the S1, S2, PMT AP and electron AP plugins + """ + + depends_on = ("propagated_s2_photons", "propagated_s1_photons", "pmt_afterpulses", "propagated_ap_s2_photons") + + provides = 'photon_summary' + data_kind = 'propagated_photons' + __version__ = '0.0.0' + #Forbid rechunking rechunk_on_save = False \ No newline at end of file From 88b87de3db37c5c2cb4bd2cb9436e302ab05eb7b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 13 Jul 2023 15:11:06 +0200 Subject: [PATCH 02/63] Rename --- .../delayed_electrons_drift.py} | 6 +++--- .../delayed_electrons_extraction.py} | 6 +++--- .../delayed_electrons_merger.py} | 4 ++-- ...elayed_electrons_secondary_scintillation.py} | 2 +- .../delayed_electrons_timing.py} | 6 +++--- .../photo_electric_electrons.py | 0 .../photo_ionization_electrons.py | 0 .../electron_ap_s2_photon_propagation.py | 17 ----------------- 8 files changed, 12 insertions(+), 29 deletions(-) rename fuse/plugins/detector_physics/{electron_afterpulses/electron_ap_drift.py => delayed_electrons/delayed_electrons_drift.py} (67%) rename fuse/plugins/detector_physics/{electron_afterpulses/electron_ap_extraction.py => delayed_electrons/delayed_electrons_extraction.py} (62%) rename fuse/plugins/detector_physics/{electron_afterpulses/electron_ap_merger.py => delayed_electrons/delayed_electrons_merger.py} (80%) rename fuse/plugins/detector_physics/{electron_afterpulses/electron_ap_secondary_scintillation.py => delayed_electrons/delayed_electrons_secondary_scintillation.py} (92%) rename fuse/plugins/detector_physics/{electron_afterpulses/electron_ap_timing.py => delayed_electrons/delayed_electrons_timing.py} (63%) rename fuse/plugins/detector_physics/{electron_afterpulses => delayed_electrons}/photo_electric_electrons.py (100%) rename fuse/plugins/detector_physics/{electron_afterpulses => delayed_electrons}/photo_ionization_electrons.py (100%) delete mode 100644 fuse/plugins/detector_physics/electron_afterpulses/electron_ap_s2_photon_propagation.py diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_drift.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py similarity index 67% rename from fuse/plugins/detector_physics/electron_afterpulses/electron_ap_drift.py rename to fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py index 5a355e46..29a3302e 100644 --- a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_drift.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py @@ -4,7 +4,7 @@ export, __all__ = strax.exporter() @export -class ElectronAfterpulsesDrift(ElectronDrift): +class DelayedElectronsDrift(ElectronDrift): """ This class is used to simulate the drift of electrons from the sources of electron afterpulses. """ @@ -12,5 +12,5 @@ class ElectronAfterpulsesDrift(ElectronDrift): child_plugin = True - depends_on = ('electron_ap_summary',) - provides = "drifted_ap_electrons" \ No newline at end of file + depends_on = ('delayed_electron_summary',) + provides = "drifted_delayed_electrons" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_extraction.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py similarity index 62% rename from fuse/plugins/detector_physics/electron_afterpulses/electron_ap_extraction.py rename to fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py index 4393d35d..b12e6920 100644 --- a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_extraction.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py @@ -4,7 +4,7 @@ export, __all__ = strax.exporter() @export -class ElectronAfterpulsesExtraction(ElectronExtraction): +class DelayedElectronsExtraction(ElectronExtraction): """ This class is used to simulate the extraction of electrons from the sources of electron afterpulses. """ @@ -12,5 +12,5 @@ class ElectronAfterpulsesExtraction(ElectronExtraction): child_plugin = True - depends_on = ('electron_ap_summary','drifted_ap_electrons') - provides = "extracted_ap_electrons" \ No newline at end of file + depends_on = ('delayed_electron_summary','drifted_delayed_electrons') + provides = "extracted_delayed_electrons" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_merger.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py similarity index 80% rename from fuse/plugins/detector_physics/electron_afterpulses/electron_ap_merger.py rename to fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py index d843cb7f..020c441b 100644 --- a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_merger.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py @@ -5,14 +5,14 @@ export, __all__ = strax.exporter() @export -class ElectronAfterPulsesSummary(VerticalMergerPlugin): +class DelayedElectronsSummary(VerticalMergerPlugin): """ Plugin which concatenates the output of the photo-electric and photo-ionization afterpulse simulation """ depends_on = () - provides = 'electron_ap_summary' + provides = 'delayed_electron_summary' data_kind = "interactions_in_roi" __version__ = '0.0.0' diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_secondary_scintillation.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py similarity index 92% rename from fuse/plugins/detector_physics/electron_afterpulses/electron_ap_secondary_scintillation.py rename to fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py index 24a860d8..68497f15 100644 --- a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_secondary_scintillation.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py @@ -5,7 +5,7 @@ export, __all__ = strax.exporter() @export -class ElectronAfterpulsesSecondaryScintillation(SecondaryScintillation): +class DelayedElectronsSecondaryScintillation(SecondaryScintillation): """ This class is used to simulate the extraction of electrons from the sources of electron afterpulses. """ diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_timing.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py similarity index 63% rename from fuse/plugins/detector_physics/electron_afterpulses/electron_ap_timing.py rename to fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py index 1db9cca4..dd1f776e 100644 --- a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_timing.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py @@ -4,7 +4,7 @@ export, __all__ = strax.exporter() @export -class ElectronAfterpulsesTiming(ElectronTiming): +class DelayedElectronsTiming(ElectronTiming): """ This class is used to simulate the timing of electrons from the sources of electron afterpulses. """ @@ -12,5 +12,5 @@ class ElectronAfterpulsesTiming(ElectronTiming): child_plugin = True - depends_on = ('drifted_ap_electrons','extracted_ap_electrons') - provides = "ap_electron_time" \ No newline at end of file + depends_on = ('drifted_delayed_electrons','extracted_delayed_electrons') + provides = "delayed_electron_time" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_afterpulses/photo_electric_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py similarity index 100% rename from fuse/plugins/detector_physics/electron_afterpulses/photo_electric_electrons.py rename to fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py diff --git a/fuse/plugins/detector_physics/electron_afterpulses/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py similarity index 100% rename from fuse/plugins/detector_physics/electron_afterpulses/photo_ionization_electrons.py rename to fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py diff --git a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_s2_photon_propagation.py b/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_s2_photon_propagation.py deleted file mode 100644 index 404176ec..00000000 --- a/fuse/plugins/detector_physics/electron_afterpulses/electron_ap_s2_photon_propagation.py +++ /dev/null @@ -1,17 +0,0 @@ -import strax -import numpy as np -from ..s2_photon_propagation import S2PhotonPropagation - -export, __all__ = strax.exporter() - -@export -class ElectronAfterpulsesS2PhotonPropagation(S2PhotonPropagation): - """ - Add some documentation here - """ - __version__ = "0.0.0" - - child_plugin = True - - depends_on = ("ap_s2_photons", "extracted_ap_electrons", "drifted_ap_electrons", "ap_s2_photons_sum") - provides = "propagated_ap_s2_photons" \ No newline at end of file From 719b99625f337fe50df1d17b54668d70fb45eb13 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 13 Jul 2023 17:02:22 +0200 Subject: [PATCH 03/63] Add draft for PhotoElectricElectrons plugin --- .../photo_electric_electrons.py | 172 +++++++++++++++++- .../detector_physics/electron_drift.py | 3 +- .../secondary_scintillation.py | 2 +- 3 files changed, 173 insertions(+), 4 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py index 46780f3d..583998f7 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py @@ -1 +1,171 @@ -# Add instruction generation for photo electric electrons here \ No newline at end of file +# Add instruction generation for photo electric electrons here + +import strax +import straxen +import numpy as np +import logging + +from ....common import FUSE_PLUGIN_TIMEOUT + +export, __all__ = strax.exporter() + +logging.basicConfig(handlers=[logging.StreamHandler()]) +log = logging.getLogger('fuse.detector_physics.delayed_electrons.photo_electric_electrons') + +@export +class PhotoElectricElectrons(strax.Plugin): + + __version__ = "0.0.0" + + #Try to build these ones from the SecondaryScintillation output first + # We are now having the number of photons of an interaction as input + # In WFSim the number of photons in a potentially merged S2 is used... + # The wfsim approach is more difficult to include in fuse at the moment... + depends_on = ("s2_photons_sum") + provides = "photo_electric_electrons" + data_kind = "interactions_in_roi" + + #dtype will be the same as the microphysics_summary + #We can probably import it from there + dtype = [('x', np.float32), + ('y', np.float32), + ('z', np.float32), + ('ed', np.float64), + ('nestid', np.int64), + ('A', np.int64), + ('Z', np.int64), + ('evtid', np.int64), + ('x_pri', np.float32), + ('y_pri', np.float32), + ('z_pri', np.float32), + ('xe_density', np.float32), + ('vol_id', np.int64), + ('create_S2', np.bool8), + ] + + dtype += [('e_field', np.int64), + ] + + dtype += [('photons', np.float64), + ('electrons', np.float64), + ('excitons', np.float64), + ] + + dtype = dtype + strax.time_fields + + #Forbid rechunking + rechunk_on_save = False + + save_when = strax.SaveWhen.TARGET + + input_timeout = FUSE_PLUGIN_TIMEOUT + + #Config options + debug = straxen.URLConfig( + default=False, type=bool,track=False, + help='Show debug informations', + ) + + deterministic_seed = straxen.URLConfig( + default=True, type=bool, + help='Set the random seed from lineage and run_id, or pull the seed from the OS.', + ) + + #Can we please rename them to something more self-explanatory? + # p for probability? + photoelectric_p = straxen.URLConfig( + type=(int, float), + help='photoelectric_p', + ) + + photoelectric_modifier = straxen.URLConfig( + type=(int, float), + help='photoelectric_modifier', + ) + + photoelectric_t_center = straxen.URLConfig( + type=(int, float), + help='photoelectric_t_center', + ) + + drift_time_gate = straxen.URLConfig( + type=(int, float), + help='drift_time_gate', + ) + + photoelectric_t_spread = straxen.URLConfig( + type=(int, float), + help='photoelectric_t_spread', + ) + + drift_time_gate = straxen.URLConfig( + type=(int, float), + help='drift_time_gate', + ) + + tpc_radius = straxen.URLConfig( + type=(int, float), + help='tpc_radius', + ) + + def setup(self): + + if self.debug: + log.setLevel('DEBUG') + log.debug("Running ElectronDrift in debug mode") + else: + log.setLevel('WARNING') + + if self.deterministic_seed: + hash_string = strax.deterministic_hash((self.run_id, self.lineage)) + seed = int(hash_string.encode().hex(), 16) + self.rng = np.random.default_rng(seed = seed) + log.debug(f"Generating random numbers from seed {seed}") + else: + self.rng = np.random.default_rng() + log.debug(f"Generating random numbers with seed pulled from OS") + + + def compute(self, interactions_in_roi): + + #Just apply this to clusters with S2 photons + mask = interactions_in_roi["sum_s2_photons"] > 0 + + #In WFSim the part is calculated separatley for each interaction + #We can do it vectorized! + n_delayed_electrons = self.rng.poisson( + interactions_in_roi[mask]["sum_s2_photons"] + * self.photoelectric_p + * self.photoelectric_modifier + ) + + #This will be converted to the z position of the individual electrons + time_delayed_electrons = np.clip( + self.rng.normal(loc=self.photoelectric_t_center+ self.drift_time_gate, + scale=self.photoelectric_t_spread, + size=np.sum(n_delayed_electrons)), + 0, None + ) + + #We need to add the time when the electrons are started + #We would usually using one of the propagated phton times + #For now let's just use the time of the interaction + #Fix this later when the other plugins are ready + time_zeros = interactions_in_roi[mask]["time"] + self.drift_time_gate + + result = np.zeros(len(time_delayed_electrons), dtype=self.dtype) + result['time'] = time_zeros + result['x'], result['y'] = ramdom_xy_position( + np.sum(n_delayed_electrons), + self.tpc_radius, + self.rng + ) + result['z'] = - time_delayed_electrons * self.config['drift_velocity_liquid'] + result['electrons'] = 1 + +def ramdom_xy_position(n, radius, rng): + """Generate random x and y positions for n electrons""" + r = np.sqrt(rng.uniform(0, radius*radius, n)) + angle = rng.uniform(-np.pi, np.pi, n) + + return r * np.cos(angle), r * np.sin(angle) \ No newline at end of file diff --git a/fuse/plugins/detector_physics/electron_drift.py b/fuse/plugins/detector_physics/electron_drift.py index f6da78b4..0ccea0a0 100644 --- a/fuse/plugins/detector_physics/electron_drift.py +++ b/fuse/plugins/detector_physics/electron_drift.py @@ -26,6 +26,7 @@ class ElectronDrift(strax.Plugin): ('y', np.float64), ('z_obs', np.float64), ] + dtype = dtype + strax.time_fields #Forbid rechunking rechunk_on_save = False @@ -34,8 +35,6 @@ class ElectronDrift(strax.Plugin): input_timeout = FUSE_PLUGIN_TIMEOUT - dtype = dtype + strax.time_fields - #Config options debug = straxen.URLConfig( default=False, type=bool,track=False, diff --git a/fuse/plugins/detector_physics/secondary_scintillation.py b/fuse/plugins/detector_physics/secondary_scintillation.py index 8ef32488..9c182a8a 100644 --- a/fuse/plugins/detector_physics/secondary_scintillation.py +++ b/fuse/plugins/detector_physics/secondary_scintillation.py @@ -147,7 +147,7 @@ def setup(self): def compute(self, interactions_in_roi, individual_electrons): - #Just apply this to clusters with photons + #Just apply this to clusters with electrons mask = interactions_in_roi["n_electron_extracted"] > 0 if len(interactions_in_roi[mask]) == 0: From 1de091ca048018bc0ff64881f9442d8266722605 Mon Sep 17 00:00:00 2001 From: HenningSE Date: Mon, 14 Aug 2023 09:49:24 -0500 Subject: [PATCH 04/63] Add photo ionization electrons plugin + Bugfix --- .../delayed_electrons_drift.py | 2 +- .../delayed_electrons_extraction.py | 2 +- ...layed_electrons_secondary_scintillation.py | 12 +- .../photo_electric_electrons.py | 1 + .../photo_ionization_electrons.py | 204 +++++++++++++++++- 5 files changed, 212 insertions(+), 9 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py index 29a3302e..1d52e961 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py @@ -12,5 +12,5 @@ class DelayedElectronsDrift(ElectronDrift): child_plugin = True - depends_on = ('delayed_electron_summary',) + depends_on = ('photo_ionization_electrons',) provides = "drifted_delayed_electrons" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py index b12e6920..925d27a7 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py @@ -12,5 +12,5 @@ class DelayedElectronsExtraction(ElectronExtraction): child_plugin = True - depends_on = ('delayed_electron_summary','drifted_delayed_electrons') + depends_on = ('photo_ionization_electrons','drifted_delayed_electrons') provides = "extracted_delayed_electrons" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py index 68497f15..5a6ceec3 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py @@ -13,16 +13,16 @@ class DelayedElectronsSecondaryScintillation(SecondaryScintillation): child_plugin = True - depends_on = ("drifted_electrons","extracted_electrons" ,"electron_time") + depends_on = ("drifted_delayed_electrons", "extracted_delayed_electrons", "delayed_electron_time") - provides = ("ap_s2_photons", "ap_s2_photons_sum") - data_kind = {"ap_s2_photons": "individual_electrons", - "ap_s2_photons_sum" : "interactions_in_roi" + provides = ("delayed_electrons_s2_photons", "delayed_electrons_s2_photons_sum") + data_kind = {"delayed_electrons_s2_photons": "individual_electrons", + "delayed_electrons_s2_photons_sum" : "interactions_in_roi" } dtype_photons = [('n_s2_photons', np.int64),] + strax.time_fields dtype_sum_photons = [('sum_s2_photons', np.int64),] + strax.time_fields dtype = dict() - dtype["ap_s2_photons"] = dtype_photons - dtype["ap_s2_photons_sum"] = dtype_sum_photons \ No newline at end of file + dtype["delayed_electrons_s2_photons"] = dtype_photons + dtype["delayed_electrons_s2_photons_sum"] = dtype_sum_photons \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py index 583998f7..76b5d2f6 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py @@ -1,4 +1,5 @@ # Add instruction generation for photo electric electrons here +#Can be removed i think- we just want the photo ionization ones! import strax import straxen diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 006d0121..6fd1e2f9 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -1 +1,203 @@ -# Add instruction generation for photo ionization electrons here \ No newline at end of file +# Add instruction generation for photo ionization electrons here + +import strax +import straxen +import numpy as np +import logging + +from ....common import FUSE_PLUGIN_TIMEOUT + +export, __all__ = strax.exporter() + +logging.basicConfig(handlers=[logging.StreamHandler()]) +log = logging.getLogger('fuse.detector_physics.delayed_electrons.photo_ionization_electrons') + +@export +class PhotoIonizationElectrons(strax.Plugin): + + __version__ = "0.0.0" + + #Try to build these ones from the SecondaryScintillation output first + # We are now having the number of photons of an interaction as input + # In WFSim the number of photons in a potentially merged S2 is used... + # The wfsim approach is more difficult to include in fuse at the moment... + # And this way we should get good results too + depends_on = ("s2_photons_sum", "extracted_electrons", "s2_photons") + provides = "photo_ionization_electrons" + data_kind = "interactions_in_roi" + + #dtype will be the same as the microphysics_summary + #We can probably import it from there + dtype = [('x', np.float32), + ('y', np.float32), + ('z', np.float32), + ('ed', np.float64), + ('nestid', np.int64), + ('A', np.int64), + ('Z', np.int64), + ('evtid', np.int64), + ('x_pri', np.float32), + ('y_pri', np.float32), + ('z_pri', np.float32), + ('xe_density', np.float32), + ('vol_id', np.int64), + ('create_S2', np.bool8), + ] + + dtype += [('e_field', np.int64), + ] + + dtype += [('photons', np.float64), + ('electrons', np.float64), + ('excitons', np.float64), + ] + + dtype = dtype + strax.time_fields + + #Forbid rechunking + rechunk_on_save = False + + save_when = strax.SaveWhen.TARGET + + input_timeout = FUSE_PLUGIN_TIMEOUT + + #Config options + debug = straxen.URLConfig( + default=False, type=bool,track=False, + help='Show debug informations', + ) + + deterministic_seed = straxen.URLConfig( + default=True, type=bool, + help='Set the random seed from lineage and run_id, or pull the seed from the OS.', + ) + + delaytime_pmf_hist = straxen.URLConfig( + help='delaytime_pmf_hist', + ) + + photoionization_modifier = straxen.URLConfig( + type=(int, float), + help='photoionization_modifier', + ) + + diffusion_constant_longitudinal = straxen.URLConfig( + type=(int, float), + help='diffusion_constant_longitudinal', + ) + + drift_velocity_liquid = straxen.URLConfig( + type=(int, float), + help='drift_velocity_liquid', + ) + + tpc_radius = straxen.URLConfig( + type=(int, float), + help='tpc_radius', + ) + + def setup(self): + + if self.debug: + log.setLevel('DEBUG') + log.debug("Running PhotoIonizationElectrons in debug mode") + else: + log.setLevel('WARNING') + + if self.deterministic_seed: + hash_string = strax.deterministic_hash((self.run_id, self.lineage)) + seed = int(hash_string.encode().hex(), 16) + self.rng = np.random.default_rng(seed = seed) + log.debug(f"Generating random numbers from seed {seed}") + else: + self.rng = np.random.default_rng() + log.debug(f"Generating random numbers with seed pulled from OS") + + def compute(self, interactions_in_roi, individual_electrons): + + #Just apply this to clusters with S2 photons + mask = interactions_in_roi["sum_s2_photons"] > 0 + + if len(interactions_in_roi[mask]) == 0: + return np.zeros(0, self.dtype) + + electrons_per_interaction = np.split(individual_electrons, np.cumsum(interactions_in_roi[mask]["n_electron_extracted"]))[:-1] + + #In WFSim the part is calculated separatley for each interaction + #We can do it vectorized! + n_delayed_electrons = self.rng.poisson( + interactions_in_roi[mask]["sum_s2_photons"] + * self.delaytime_pmf_hist.n + * self.photoionization_modifier + ) + + output = [] + #Maybe we can vectorize this too? + for i in range(len(n_delayed_electrons)): + + electron_delay = get_random(self.delaytime_pmf_hist, self.rng, n_delayed_electrons[i]) + + + ### What is this function doing?? It is super slow, do i need this at all??? + # Reasonably bin delay time that would be diffuse out together + #electron_delay_i, n_delayed_electron_i = self._reduce_instruction_timing( + # electron_delay, + # self.delaytime_pmf_hist + # ) + electron_delay_i = electron_delay[i] + n_delayed_electron_i = n_delayed_electrons[i] + n_instruction = len(electron_delay_i) + + #Randomly select the time of the extracted electrons as time zeros + #This differs to the WFSim implementation but the effect should be small + t_zeros = electrons_per_interaction[i]["time"][self.rng.integers(low = 0, high = len(electrons_per_interaction[i]), size = n_instruction)] + + #And build the output + temp_output = np.zeros(n_instruction, dtype = self.dtype) + temp_output["time"] = t_zeros #WFsim subtracts the drift time here, i guess we dont need it?? + temp_output["x"], temp_output["y"] = ramdom_xy_position( + n_instruction, + self.tpc_radius, + self.rng + ) + temp_output['z'] = - electron_delay_i * self.drift_velocity_liquid + temp_output['electrons'] = n_delayed_electron_i + output.append(temp_output) + + return np.concatenate(output) + + + def _reduce_instruction_timing(self, electron_delay, delaytime_pmf_hist): + # Binning the delay time, so electron timing within each + # will be diffused to fill the whole bin + + delaytime_spread = np.sqrt(2 * self.diffusion_constant_longitudinal\ + * delaytime_pmf_hist.bin_centers) + delaytime_spread /= self.drift_velocity_liquid + + coarse_time, coarse_time_i = [], 100 # Start at 100ns, as its smaller than single electron width + while coarse_time_i < delaytime_pmf_hist.bin_centers[-1]: + coarse_time.append(coarse_time_i) + coarse_time_i += delaytime_spread[np.argmin(np.abs(coarse_time_i - delaytime_pmf_hist.bin_centers))] + coarse_time = np.array(coarse_time) + + idx = np.digitize(electron_delay[electron_delay < coarse_time[-1]], coarse_time) + idxs, n = np.unique(idx, return_counts=True) + _ap_delay = coarse_time[idxs] + return _ap_delay, n + + +def ramdom_xy_position(n, radius, rng): + """Generate random x and y positions for n electrons""" + r = np.sqrt(rng.uniform(0, radius*radius, n)) + angle = rng.uniform(-np.pi, np.pi, n) + + return r * np.cos(angle), r * np.sin(angle) + +def get_random(hist_object,rng ,size=10): + """ + get_random function from multihist but with fixed seed for reproducibility + https://github.com/JelleAalbers/multihist/blob/6c4f786bc95f0e73ffec228e17c957744e0d9594/multihist.py#L186 + """ + bin_i = rng.choice(np.arange(len(hist_object.bin_centers)), size=size, p=hist_object.normalized_histogram) + return hist_object.bin_centers[bin_i] + rng.uniform(-0.5, 0.5, size=size) * hist_object.bin_volumes()[bin_i] \ No newline at end of file From a73a18d41b326e2cf689c6075fbdbfdbc9c9c97e Mon Sep 17 00:00:00 2001 From: HenningSE Date: Tue, 15 Aug 2023 05:24:41 -0500 Subject: [PATCH 05/63] Multiple Updates --- fuse/context.py | 95 +++++++++++-------- fuse/plugins/detector_physics/__init__.py | 5 +- .../delayed_electrons/__init__.py | 14 +++ ...layed_electrons_secondary_scintillation.py | 15 +-- .../delayed_electrons_timing.py | 2 +- .../photo_ionization_electrons.py | 11 ++- .../secondary_scintillation.py | 29 +++--- 7 files changed, 107 insertions(+), 64 deletions(-) create mode 100644 fuse/plugins/detector_physics/delayed_electrons/__init__.py diff --git a/fuse/context.py b/fuse/context.py index fc7d3ece..4bd059b3 100644 --- a/fuse/context.py +++ b/fuse/context.py @@ -10,17 +10,19 @@ from straxen import URLConfig +microphysics_plugins = [fuse.micro_physics.ChunkInput, + fuse.micro_physics.FindCluster, + fuse.micro_physics.MergeCluster, + fuse.micro_physics.XENONnT_TPC, + fuse.micro_physics.XENONnT_BelowCathode, + fuse.micro_physics.VolumesMerger, + fuse.micro_physics.ElectricField, + fuse.micro_physics.NestYields, + fuse.micro_physics.MicroPhysicsSummary] + #Microphysics context def microphysics_context(out_dir): - st = strax.Context(register = [fuse.micro_physics.ChunkInput, - fuse.micro_physics.FindCluster, - fuse.micro_physics.MergeCluster, - fuse.micro_physics.XENONnT_TPC, - fuse.micro_physics.XENONnT_BelowCathode, - fuse.micro_physics.VolumesMerger, - fuse.micro_physics.ElectricField, - fuse.micro_physics.NestYields, - fuse.micro_physics.MicroPhysicsSummary], + st = strax.Context(register = microphysics_plugins, storage = [strax.DataDirectory(out_dir)] ) @@ -41,34 +43,7 @@ def microphysics_context(out_dir): #Full Chain Context #For now lets just hijack the cutax simulations context -full_chain_modules = [fuse.micro_physics.ChunkInput, - fuse.micro_physics.FindCluster, - fuse.micro_physics.MergeCluster, - fuse.micro_physics.XENONnT_TPC, - fuse.micro_physics.XENONnT_BelowCathode, - fuse.micro_physics.VolumesMerger, - fuse.micro_physics.ElectricField, - fuse.micro_physics.NestYields, - fuse.micro_physics.MicroPhysicsSummary, - fuse.detector_physics.S1PhotonHits, - fuse.detector_physics.S1PhotonPropagation, - fuse.detector_physics.ElectronDrift, - fuse.detector_physics.ElectronExtraction, - fuse.detector_physics.ElectronTiming, - fuse.detector_physics.SecondaryScintillation, - fuse.detector_physics.S2PhotonPropagation, - fuse.pmt_and_daq.PMTAfterPulses, - fuse.pmt_and_daq.PhotonSummary, - fuse.pmt_and_daq.PMTResponseAndDAQ, - ] - -def full_chain_context(out_dir, config): - - st = cutax.contexts.xenonnt_sim_SR0v3_cmt_v9(output_folder = out_dir) - - for module in full_chain_modules: - st.register(module) - +def set_full_chain_config(st,config): st.set_config({ "detector": "XENONnT", "efield_map": 'itp_map://resource://format://' @@ -190,13 +165,57 @@ def full_chain_context(out_dir, config): "noise_data_tmp": 'simple_load://resource://format://' f'{config["noise_file"]}?' '&fmt=npy', - }) +#Plugins to simulate S1 signals +s1_simulation_plugins = [fuse.detector_physics.S1PhotonHits, + fuse.detector_physics.S1PhotonPropagation, + ] + +#Plugins to simulate S2 signals +#S2PhotonPropagation is registered separately since it is also used for delayed electrons +s2_simulation_plugins = [fuse.detector_physics.ElectronDrift, + fuse.detector_physics.ElectronExtraction, + fuse.detector_physics.ElectronTiming, + fuse.detector_physics.SecondaryScintillation, + ] + +delayed_electrons_plugins = [fuse.detector_physics.delayed_electrons.PhotoIonizationElectrons, + fuse.detector_physics.delayed_electrons.DelayedElectronsDrift, + fuse.detector_physics.delayed_electrons.DelayedElectronsExtraction, + fuse.detector_physics.delayed_electrons.DelayedElectronsTiming, + fuse.detector_physics.delayed_electrons.DelayedElectronsSecondaryScintillation, + ] + + +def full_chain_context(out_dir, config): + + st = cutax.contexts.xenonnt_sim_SR0v3_cmt_v9(output_folder = out_dir) + + #Register microphysics plugins + for plugin in microphysics_plugins: + st.register(plugin) + + #Register S1 plugins + for plugin in s1_simulation_plugins: + st.register(plugin) + + #Register S2 plugins + for plugin in s2_simulation_plugins: + st.register(plugin) + + st.register(fuse.detector_physics.S2PhotonPropagation) + st.register(fuse.pmt_and_daq.PMTAfterPulses) + st.register(fuse.pmt_and_daq.PhotonSummary) + st.register(fuse.pmt_and_daq.PMTResponseAndDAQ) + + set_full_chain_config(st, config) + return st + @URLConfig.register('pmt_gains') def pmt_gains(to_pe, digitizer_voltage_range, digitizer_bits, pmt_circuit_load_resistor): """Build PMT Gains""" diff --git a/fuse/plugins/detector_physics/__init__.py b/fuse/plugins/detector_physics/__init__.py index b615ab52..fbdbf4d2 100644 --- a/fuse/plugins/detector_physics/__init__.py +++ b/fuse/plugins/detector_physics/__init__.py @@ -20,4 +20,7 @@ from .secondary_scintillation import * from . import csv_input -from .csv_input import * \ No newline at end of file +from .csv_input import * + +from . import delayed_electrons +from .delayed_electrons import * \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/__init__.py b/fuse/plugins/detector_physics/delayed_electrons/__init__.py new file mode 100644 index 00000000..b6d598a8 --- /dev/null +++ b/fuse/plugins/detector_physics/delayed_electrons/__init__.py @@ -0,0 +1,14 @@ +from . import delayed_electrons_drift +from .delayed_electrons_drift import * + +from . import delayed_electrons_extraction +from .delayed_electrons_extraction import * + +from . import delayed_electrons_timing +from .delayed_electrons_timing import * + +from . import delayed_electrons_secondary_scintillation +from .delayed_electrons_secondary_scintillation import * + +from . import photo_ionization_electrons +from .photo_ionization_electrons import * \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py index 5a6ceec3..2bb52781 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py @@ -13,16 +13,19 @@ class DelayedElectronsSecondaryScintillation(SecondaryScintillation): child_plugin = True - depends_on = ("drifted_delayed_electrons", "extracted_delayed_electrons", "delayed_electron_time") + result_name_photons = "delayed_electrons_s2_photons" + result_name_photons_sum = "delayed_electrons_s2_photons_sum" - provides = ("delayed_electrons_s2_photons", "delayed_electrons_s2_photons_sum") - data_kind = {"delayed_electrons_s2_photons": "individual_electrons", - "delayed_electrons_s2_photons_sum" : "interactions_in_roi" + depends_on = ("drifted_delayed_electrons", "extracted_delayed_electrons", "delayed_electrons_time") + + provides = (result_name_photons, result_name_photons_sum) + data_kind = {result_name_photons: "individual_electrons", + result_name_photons_sum : "interactions_in_roi" } dtype_photons = [('n_s2_photons', np.int64),] + strax.time_fields dtype_sum_photons = [('sum_s2_photons', np.int64),] + strax.time_fields dtype = dict() - dtype["delayed_electrons_s2_photons"] = dtype_photons - dtype["delayed_electrons_s2_photons_sum"] = dtype_sum_photons \ No newline at end of file + dtype[result_name_photons] = dtype_photons + dtype[result_name_photons_sum] = dtype_sum_photons \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py index dd1f776e..1742eacd 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py @@ -13,4 +13,4 @@ class DelayedElectronsTiming(ElectronTiming): child_plugin = True depends_on = ('drifted_delayed_electrons','extracted_delayed_electrons') - provides = "delayed_electron_time" \ No newline at end of file + provides = "delayed_electrons_time" \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 6fd1e2f9..b1d1c9eb 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -144,9 +144,9 @@ def compute(self, interactions_in_roi, individual_electrons): # electron_delay, # self.delaytime_pmf_hist # ) - electron_delay_i = electron_delay[i] - n_delayed_electron_i = n_delayed_electrons[i] - n_instruction = len(electron_delay_i) + #electron_delay_i = electron_delay[i] + #n_delayed_electron_i = n_delayed_electrons[i] + n_instruction = len(electron_delay) #Randomly select the time of the extracted electrons as time zeros #This differs to the WFSim implementation but the effect should be small @@ -155,13 +155,14 @@ def compute(self, interactions_in_roi, individual_electrons): #And build the output temp_output = np.zeros(n_instruction, dtype = self.dtype) temp_output["time"] = t_zeros #WFsim subtracts the drift time here, i guess we dont need it?? + temp_output["endtime"] = t_zeros temp_output["x"], temp_output["y"] = ramdom_xy_position( n_instruction, self.tpc_radius, self.rng ) - temp_output['z'] = - electron_delay_i * self.drift_velocity_liquid - temp_output['electrons'] = n_delayed_electron_i + temp_output['z'] = - electron_delay * self.drift_velocity_liquid + temp_output['electrons'] = n_delayed_electrons[i] output.append(temp_output) return np.concatenate(output) diff --git a/fuse/plugins/detector_physics/secondary_scintillation.py b/fuse/plugins/detector_physics/secondary_scintillation.py index 9c182a8a..e0867399 100644 --- a/fuse/plugins/detector_physics/secondary_scintillation.py +++ b/fuse/plugins/detector_physics/secondary_scintillation.py @@ -14,19 +14,22 @@ class SecondaryScintillation(strax.Plugin): __version__ = "0.0.0" + + result_name_photons = "s2_photons" + result_name_photons_sum = "s2_photons_sum" depends_on = ("drifted_electrons","extracted_electrons" ,"electron_time") - provides = ("s2_photons", "s2_photons_sum") - data_kind = {"s2_photons": "individual_electrons", - "s2_photons_sum" : "interactions_in_roi" + provides = (result_name_photons, result_name_photons_sum) + data_kind = {result_name_photons: "individual_electrons", + result_name_photons_sum : "interactions_in_roi" } dtype_photons = [('n_s2_photons', np.int64),] + strax.time_fields dtype_sum_photons = [('sum_s2_photons', np.int64),] + strax.time_fields dtype = dict() - dtype["s2_photons"] = dtype_photons - dtype["s2_photons_sum"] = dtype_sum_photons + dtype[result_name_photons] = dtype_photons + dtype[result_name_photons_sum] = dtype_sum_photons #Forbid rechunking rechunk_on_save = False @@ -151,8 +154,8 @@ def compute(self, interactions_in_roi, individual_electrons): mask = interactions_in_roi["n_electron_extracted"] > 0 if len(interactions_in_roi[mask]) == 0: - return dict(s2_photons=np.zeros(0, self.dtype["s2_photons"]), - s2_photons_sum=np.zeros(0, self.dtype["s2_photons_sum"])) + return {self.result_name_photons : np.zeros(0, self.dtype[self.result_name_photons]), + self.result_name_photons_sum : np.zeros(0, self.dtype[self.result_name_photons_sum])} positions = np.array([interactions_in_roi[mask]["x"], interactions_in_roi[mask]["y"]]).T @@ -169,18 +172,18 @@ def compute(self, interactions_in_roi, individual_electrons): n_photons_per_ele[n_photons_per_ele < 0] = 0 - result_photons = np.zeros(len(n_photons_per_ele), dtype = self.dtype["s2_photons"]) + result_photons = np.zeros(len(n_photons_per_ele), dtype = self.dtype[self.result_name_photons]) result_photons["n_s2_photons"] = n_photons_per_ele result_photons["time"] = individual_electrons["time"] result_photons["endtime"] = individual_electrons["endtime"] - result_sum_photons = np.zeros(len(interactions_in_roi), dtype = self.dtype["s2_photons_sum"]) + result_sum_photons = np.zeros(len(interactions_in_roi), dtype = self.dtype[self.result_name_photons_sum]) result_sum_photons["sum_s2_photons"][mask] = sum_photons_per_interaction - result_sum_photons["time"][mask] = interactions_in_roi[mask]["time"] - result_sum_photons["endtime"][mask] = interactions_in_roi[mask]["endtime"] + result_sum_photons["time"] = interactions_in_roi["time"] + result_sum_photons["endtime"] = interactions_in_roi["endtime"] - return dict(s2_photons=result_photons, - s2_photons_sum=result_sum_photons) + return {self.result_name_photons : result_photons, + self.result_name_photons_sum : result_sum_photons} def get_s2_light_yield(self, positions): From 75f3ca6f5010252186dd30f3586edbd9772f0d3d Mon Sep 17 00:00:00 2001 From: HenningSE Date: Tue, 15 Aug 2023 07:31:34 -0500 Subject: [PATCH 06/63] update contexts, rename things, merger plugins --- fuse/context.py | 72 ++++++++++- .../delayed_electrons/__init__.py | 5 +- .../delayed_electrons_merger.py | 121 +++++++++++++++++- .../detector_physics/s2_photon_propagation.py | 2 +- fuse/plugins/pmt_and_daq/photon_summary.py | 15 --- 5 files changed, 188 insertions(+), 27 deletions(-) diff --git a/fuse/context.py b/fuse/context.py index 4bd059b3..186d8ae0 100644 --- a/fuse/context.py +++ b/fuse/context.py @@ -180,6 +180,51 @@ def set_full_chain_config(st,config): fuse.detector_physics.SecondaryScintillation, ] +s2_simulation_rename_plugins = [fuse.detector_physics.delayed_electrons.DriftedElectronsRename, + fuse.detector_physics.delayed_electrons.ExtractedElectronsRename, + fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonsRename, + fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonSumRename, + ] + +pmt_and_daq_plugins = [fuse.pmt_and_daq.PMTAfterPulses, + fuse.pmt_and_daq.PhotonSummary, + fuse.pmt_and_daq.PMTResponseAndDAQ, + ] + + +def full_chain_context(out_dir, config): + + st = cutax.contexts.xenonnt_sim_SR0v3_cmt_v9(output_folder = out_dir) + + #Register microphysics plugins + for plugin in microphysics_plugins: + st.register(plugin) + + #Register S1 plugins + for plugin in s1_simulation_plugins: + st.register(plugin) + + #Register S2 plugins + for plugin in s2_simulation_plugins: + st.register(plugin) + + #Register S2 renaming plugins + for plugin in s2_simulation_rename_plugins: + st.register(plugin) + + st.register(fuse.detector_physics.S2PhotonPropagation) + + #Register PMT and DAQ plugins + for plugin in pmt_and_daq_plugins: + st.register(plugin) + + + set_full_chain_config(st, config) + + return st + + + delayed_electrons_plugins = [fuse.detector_physics.delayed_electrons.PhotoIonizationElectrons, fuse.detector_physics.delayed_electrons.DelayedElectronsDrift, fuse.detector_physics.delayed_electrons.DelayedElectronsExtraction, @@ -187,8 +232,13 @@ def set_full_chain_config(st,config): fuse.detector_physics.delayed_electrons.DelayedElectronsSecondaryScintillation, ] +s2_simulation_merger_plugins = [fuse.detector_physics.delayed_electrons.DriftedElectronsMerger, + fuse.detector_physics.delayed_electrons.ExtractedElectronsMerger, + fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonsMerger, + fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonSumMerger, + ] -def full_chain_context(out_dir, config): +def full_chain_w_photo_ionization_context(out_dir, config): st = cutax.contexts.xenonnt_sim_SR0v3_cmt_v9(output_folder = out_dir) @@ -204,13 +254,27 @@ def full_chain_context(out_dir, config): for plugin in s2_simulation_plugins: st.register(plugin) + #Register delayed S2 plugins + for plugin in delayed_electrons_plugins: + st.register(plugin) + + #Register S2 renaming plugins + for plugin in s2_simulation_merger_plugins: + st.register(plugin) + st.register(fuse.detector_physics.S2PhotonPropagation) - st.register(fuse.pmt_and_daq.PMTAfterPulses) - st.register(fuse.pmt_and_daq.PhotonSummary) - st.register(fuse.pmt_and_daq.PMTResponseAndDAQ) + + #Register PMT and DAQ plugins + for plugin in pmt_and_daq_plugins: + st.register(plugin) set_full_chain_config(st, config) + st.set_config({ + "delaytime_pmf_hist": 'simple_load://resource://format://xnt_se_afterpulse_delaytime.pkl.gz?&fmt=pkl.gz', + "photoionization_modifier": config["photoionization_modifier"], + }) + return st diff --git a/fuse/plugins/detector_physics/delayed_electrons/__init__.py b/fuse/plugins/detector_physics/delayed_electrons/__init__.py index b6d598a8..fd2de716 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/__init__.py +++ b/fuse/plugins/detector_physics/delayed_electrons/__init__.py @@ -11,4 +11,7 @@ from .delayed_electrons_secondary_scintillation import * from . import photo_ionization_electrons -from .photo_ionization_electrons import * \ No newline at end of file +from .photo_ionization_electrons import * + +from . import delayed_electrons_merger +from .delayed_electrons_merger import * \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py index 020c441b..3070464e 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py @@ -5,16 +5,125 @@ export, __all__ = strax.exporter() @export -class DelayedElectronsSummary(VerticalMergerPlugin): +class DriftedElectronsMerger(VerticalMergerPlugin): """ - Plugin which concatenates the output of the photo-electric and photo-ionization afterpulse simulation + Plugin which concatenates the output of the regular and delayed electron drift plugins """ - depends_on = () + depends_on = ("drifted_electrons", "drifted_delayed_electrons") - provides = 'delayed_electron_summary' - data_kind = "interactions_in_roi" + provides = 'merged_drifted_electrons' + data_kind = 'interactions_in_roi' __version__ = '0.0.0' #Forbid rechunking - rechunk_on_save = False \ No newline at end of file + rechunk_on_save = False + +@export +class ExtractedElectronsMerger(VerticalMergerPlugin): + """ + Plugin which concatenates the output of the regular and delayed electron extraction plugins + """ + + depends_on = ("extracted_electrons", "extracted_delayed_electrons") + + provides = 'merged_extracted_electrons' + data_kind = 'interactions_in_roi' + __version__ = '0.0.0' + + #Forbid rechunking + rechunk_on_save = False + +@export +class SecondaryScintillationPhotonsMerger(VerticalMergerPlugin): + """ + Plugin which concatenates the output of the regular and delayed electron secondary scintillation plugins + """ + + depends_on = ("s2_photons", "delayed_electrons_s2_photons") + + provides = 'merged_s2_photons' + data_kind = 'individual_electrons' + __version__ = '0.0.0' + + #Forbid rechunking + rechunk_on_save = False + +@export +class SecondaryScintillationPhotonSumMerger(VerticalMergerPlugin): + """ + Plugin which concatenates the output of the regular and delayed electron secondary scintillation plugins + """ + + depends_on = ("s2_photons_sum", "delayed_electrons_s2_photons_sum") + + provides = 'merged_s2_photons_sum' + data_kind = 'interactions_in_roi' + __version__ = '0.0.0' + + #Forbid rechunking + rechunk_on_save = False + + + +#The following plugins are used for simulations without delayed electrons +#Using separate plugins enables us to use the same S2PhotonPropagation plugin for both +@export +class DriftedElectronsRename(VerticalMergerPlugin): + """ + Plugin which basically renames the output of the regular electron drift plugin + """ + + depends_on = ("drifted_electrons") + + provides = 'merged_drifted_electrons' + data_kind = 'interactions_in_roi' + __version__ = '0.0.0' + + #Forbid rechunking + rechunk_on_save = False + +@export +class ExtractedElectronsRename(VerticalMergerPlugin): + """ + Plugin which basically renames the output of the regular electron extraction plugin + """ + + depends_on = ("extracted_electrons") + + provides = 'merged_extracted_electrons' + data_kind = 'interactions_in_roi' + __version__ = '0.0.0' + + #Forbid rechunking + rechunk_on_save = False + +@export +class SecondaryScintillationPhotonsRename(VerticalMergerPlugin): + """ + Plugin which basically renames the output of the regular secondary scintillation plugin + """ + + depends_on = ("s2_photons") + + provides = 'merged_s2_photons' + data_kind = 'individual_electrons' + __version__ = '0.0.0' + + #Forbid rechunking + rechunk_on_save = False + +@export +class SecondaryScintillationPhotonSumRename(VerticalMergerPlugin): + """ + Plugin which basically renames the output of the regular secondary scintillation plugin + """ + + depends_on = ("s2_photons_sum") + + provides = 'merged_s2_photons_sum' + data_kind = 'interactions_in_roi' + __version__ = '0.0.0' + + #Forbid rechunking + rechunk_on_save = False diff --git a/fuse/plugins/detector_physics/s2_photon_propagation.py b/fuse/plugins/detector_physics/s2_photon_propagation.py index 45c89184..e9e2f46a 100644 --- a/fuse/plugins/detector_physics/s2_photon_propagation.py +++ b/fuse/plugins/detector_physics/s2_photon_propagation.py @@ -21,7 +21,7 @@ class S2PhotonPropagation(strax.Plugin): __version__ = "0.0.0" - depends_on = ("s2_photons", "extracted_electrons", "drifted_electrons", "s2_photons_sum") + depends_on = ("merged_s2_photons", "merged_extracted_electrons", "merged_drifted_electrons", "merged_s2_photons_sum") provides = "propagated_s2_photons" data_kind = "S2_photons" diff --git a/fuse/plugins/pmt_and_daq/photon_summary.py b/fuse/plugins/pmt_and_daq/photon_summary.py index c9917abe..e99f073e 100644 --- a/fuse/plugins/pmt_and_daq/photon_summary.py +++ b/fuse/plugins/pmt_and_daq/photon_summary.py @@ -16,20 +16,5 @@ class PhotonSummary(VerticalMergerPlugin): data_kind = 'propagated_photons' __version__ = '0.0.0' - #Forbid rechunking - rechunk_on_save = False - -@export -class PhotonSummaryElectronAP(VerticalMergerPlugin): - """ - Plugin which concatenates the output of the S1, S2, PMT AP and electron AP plugins - """ - - depends_on = ("propagated_s2_photons", "propagated_s1_photons", "pmt_afterpulses", "propagated_ap_s2_photons") - - provides = 'photon_summary' - data_kind = 'propagated_photons' - __version__ = '0.0.0' - #Forbid rechunking rechunk_on_save = False \ No newline at end of file From 6178808f196db2c6db823cc8df549d6aaff16f2d Mon Sep 17 00:00:00 2001 From: HenningSE Date: Tue, 15 Aug 2023 08:36:59 -0500 Subject: [PATCH 07/63] Datakind hacks --- .../delayed_electrons/delayed_electrons_drift.py | 6 +++++- .../delayed_electrons/delayed_electrons_extraction.py | 6 +++++- .../delayed_electrons/delayed_electrons_merger.py | 1 + .../delayed_electrons_secondary_scintillation.py | 9 ++++++--- .../delayed_electrons/delayed_electrons_timing.py | 6 +++++- .../delayed_electrons/photo_ionization_electrons.py | 2 +- 6 files changed, 23 insertions(+), 7 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py index 1d52e961..a05115c8 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py @@ -13,4 +13,8 @@ class DelayedElectronsDrift(ElectronDrift): child_plugin = True depends_on = ('photo_ionization_electrons',) - provides = "drifted_delayed_electrons" \ No newline at end of file + provides = "drifted_delayed_electrons" + data_kind = "delayed_interactions_in_roi" + + def compute(self, delayed_interactions_in_roi): + return super().compute(interactions_in_roi=delayed_interactions_in_roi) \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py index 925d27a7..b3d95387 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py @@ -13,4 +13,8 @@ class DelayedElectronsExtraction(ElectronExtraction): child_plugin = True depends_on = ('photo_ionization_electrons','drifted_delayed_electrons') - provides = "extracted_delayed_electrons" \ No newline at end of file + provides = "extracted_delayed_electrons" + data_kind = "delayed_interactions_in_roi" + + def compute(self, delayed_interactions_in_roi): + return super().compute(interactions_in_roi=delayed_interactions_in_roi) \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py index 3070464e..84d86961 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py @@ -19,6 +19,7 @@ class DriftedElectronsMerger(VerticalMergerPlugin): #Forbid rechunking rechunk_on_save = False + @export class ExtractedElectronsMerger(VerticalMergerPlugin): """ diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py index 2bb52781..caa1ec98 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py @@ -19,8 +19,8 @@ class DelayedElectronsSecondaryScintillation(SecondaryScintillation): depends_on = ("drifted_delayed_electrons", "extracted_delayed_electrons", "delayed_electrons_time") provides = (result_name_photons, result_name_photons_sum) - data_kind = {result_name_photons: "individual_electrons", - result_name_photons_sum : "interactions_in_roi" + data_kind = {result_name_photons: "delayed_individual_electrons", + result_name_photons_sum : "delayed_interactions_in_roi" } dtype_photons = [('n_s2_photons', np.int64),] + strax.time_fields @@ -28,4 +28,7 @@ class DelayedElectronsSecondaryScintillation(SecondaryScintillation): dtype = dict() dtype[result_name_photons] = dtype_photons - dtype[result_name_photons_sum] = dtype_sum_photons \ No newline at end of file + dtype[result_name_photons_sum] = dtype_sum_photons + + def compute(self, delayed_interactions_in_roi, delayed_individual_electrons): + return super().compute(interactions_in_roi=delayed_interactions_in_roi, individual_electrons=delayed_individual_electrons) \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py index 1742eacd..e5266638 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py @@ -13,4 +13,8 @@ class DelayedElectronsTiming(ElectronTiming): child_plugin = True depends_on = ('drifted_delayed_electrons','extracted_delayed_electrons') - provides = "delayed_electrons_time" \ No newline at end of file + provides = "delayed_electrons_time" + data_kind = "delayed_individual_electrons" + + def compute(self, delayed_interactions_in_roi): + return super().compute(interactions_in_roi=delayed_interactions_in_roi) \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index b1d1c9eb..ea2ce04d 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -24,7 +24,7 @@ class PhotoIonizationElectrons(strax.Plugin): # And this way we should get good results too depends_on = ("s2_photons_sum", "extracted_electrons", "s2_photons") provides = "photo_ionization_electrons" - data_kind = "interactions_in_roi" + data_kind = "delayed_interactions_in_roi" #dtype will be the same as the microphysics_summary #We can probably import it from there From 488b9dead46a346e1ba980160989f5071f45208e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Tue, 15 Aug 2023 17:02:27 +0200 Subject: [PATCH 08/63] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5bfd796d..af3d81a9 100644 --- a/README.md +++ b/README.md @@ -19,4 +19,4 @@ At the moment the intallation procedure is not very advanced. I would recommend The full simulation chain in split into multiple plugins. An overview of the simulation structure can be found below. -![Simulation Refactor](https://github.com/XENONnT/fuse/assets/27280678/2604ff67-ae7b-4d5b-968a-206af6d3e34a) +![fuse_plugin_structure_with_delayed_electrons](https://github.com/XENONnT/fuse/assets/27280678/0b8b7a6e-688b-4e78-90e3-0dd7918b11ae) From 059b8ba4f8d90f9ce2fcdd7a6dba44736a60f37c Mon Sep 17 00:00:00 2001 From: HenningSE Date: Wed, 16 Aug 2023 03:23:29 -0500 Subject: [PATCH 09/63] Fix the photo ionization code --- .../photo_ionization_electrons.py | 76 ++++++------------- 1 file changed, 22 insertions(+), 54 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index ea2ce04d..c9ca44a9 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -131,61 +131,29 @@ def compute(self, interactions_in_roi, individual_electrons): * self.photoionization_modifier ) - output = [] - #Maybe we can vectorize this too? - for i in range(len(n_delayed_electrons)): - - electron_delay = get_random(self.delaytime_pmf_hist, self.rng, n_delayed_electrons[i]) - - - ### What is this function doing?? It is super slow, do i need this at all??? - # Reasonably bin delay time that would be diffuse out together - #electron_delay_i, n_delayed_electron_i = self._reduce_instruction_timing( - # electron_delay, - # self.delaytime_pmf_hist - # ) - #electron_delay_i = electron_delay[i] - #n_delayed_electron_i = n_delayed_electrons[i] - n_instruction = len(electron_delay) - - #Randomly select the time of the extracted electrons as time zeros - #This differs to the WFSim implementation but the effect should be small - t_zeros = electrons_per_interaction[i]["time"][self.rng.integers(low = 0, high = len(electrons_per_interaction[i]), size = n_instruction)] - - #And build the output - temp_output = np.zeros(n_instruction, dtype = self.dtype) - temp_output["time"] = t_zeros #WFsim subtracts the drift time here, i guess we dont need it?? - temp_output["endtime"] = t_zeros - temp_output["x"], temp_output["y"] = ramdom_xy_position( - n_instruction, - self.tpc_radius, - self.rng - ) - temp_output['z'] = - electron_delay * self.drift_velocity_liquid - temp_output['electrons'] = n_delayed_electrons[i] - output.append(temp_output) - - return np.concatenate(output) - - - def _reduce_instruction_timing(self, electron_delay, delaytime_pmf_hist): - # Binning the delay time, so electron timing within each - # will be diffused to fill the whole bin + electron_delay = get_random(self.delaytime_pmf_hist, self.rng, np.sum(n_delayed_electrons)) + electron_delay = np.split(electron_delay, np.cumsum(n_delayed_electrons)[:-1]) + + #Randomly select the time of the extracted electrons as time zeros + #This differs to the WFSim implementation but neglecting the photon + #propagation time should not do much i guess + t_zeros = [self.rng.choice(electrons["time"], size = len(delayed_electrons)) for electrons, delayed_electrons in zip(electrons_per_interaction, electron_delay)] + t_zeros = np.concatenate(t_zeros) + electron_delay = np.concatenate(electron_delay) + n_instruction = len(electron_delay) + + result = np.zeros(n_instruction, dtype = self.dtype) + result["time"] = t_zeros #WFsim subtracts the drift time here, i guess we dont need it?? + result["endtime"] = t_zeros + result["x"], result["y"] = ramdom_xy_position( + n_instruction, + self.tpc_radius, + self.rng + ) + result['z'] = - electron_delay * self.drift_velocity_liquid + result['electrons'] = [1]*n_instruction - delaytime_spread = np.sqrt(2 * self.diffusion_constant_longitudinal\ - * delaytime_pmf_hist.bin_centers) - delaytime_spread /= self.drift_velocity_liquid - - coarse_time, coarse_time_i = [], 100 # Start at 100ns, as its smaller than single electron width - while coarse_time_i < delaytime_pmf_hist.bin_centers[-1]: - coarse_time.append(coarse_time_i) - coarse_time_i += delaytime_spread[np.argmin(np.abs(coarse_time_i - delaytime_pmf_hist.bin_centers))] - coarse_time = np.array(coarse_time) - - idx = np.digitize(electron_delay[electron_delay < coarse_time[-1]], coarse_time) - idxs, n = np.unique(idx, return_counts=True) - _ap_delay = coarse_time[idxs] - return _ap_delay, n + return result def ramdom_xy_position(n, radius, rng): From 8ecbc7e71ba02d462f98d5796b93603f0b642509 Mon Sep 17 00:00:00 2001 From: HenningSE Date: Wed, 16 Aug 2023 04:10:24 -0500 Subject: [PATCH 10/63] Use binomial process in electron drift --- .../plugins/detector_physics/electron_drift.py | 18 ++++++++++++++++-- 1 file changed, 16 insertions(+), 2 deletions(-) diff --git a/fuse/plugins/detector_physics/electron_drift.py b/fuse/plugins/detector_physics/electron_drift.py index 0ccea0a0..0c2fb654 100644 --- a/fuse/plugins/detector_physics/electron_drift.py +++ b/fuse/plugins/detector_physics/electron_drift.py @@ -86,6 +86,11 @@ class ElectronDrift(strax.Plugin): cache=True, help='fdc_map', ) + + deterministic_seed = straxen.URLConfig( + default=True, type=bool, + help='Set the random seed from lineage and run_id, or pull the seed from the OS.', + ) def setup(self): @@ -94,6 +99,15 @@ def setup(self): log.debug("Running ElectronDrift in debug mode") else: log.setLevel('WARNING') + + if self.deterministic_seed: + hash_string = strax.deterministic_hash((self.run_id, self.lineage)) + seed = int(hash_string.encode().hex(), 16) + self.rng = np.random.default_rng(seed = seed) + log.debug(f"Generating random numbers from seed {seed}") + else: + self.rng = np.random.default_rng() + log.debug(f"Generating random numbers with seed pulled from OS") #Can i do this scaling in the url config? if self.field_distortion_model == "inverse_fdc": @@ -152,15 +166,15 @@ def compute(self, interactions_in_roi): p_surv = self.kill_electrons(xy_int = np.array([x, y]).T, # maps are in R_true, so orginal position should be here z_int = z, # maps are in Z_true, so orginal position should be here ) - n_electron = n_electron*p_surv #Absorb electrons during the drift # Average drift time of the electrons drift_time_mean, drift_time_spread = self.get_s2_drift_time_params(xy_int = np.array([x, y]).T, z_int = z) electron_lifetime_correction = np.exp(- 1 * drift_time_mean / self.electron_lifetime_liquid) - n_electron = n_electron*electron_lifetime_correction + #Electron absorption is a binomial process + n_electron = self.rng.binomial(n=n_electron, p=p_surv * electron_lifetime_correction) result = np.zeros(len(interactions_in_roi), dtype = self.dtype) result["time"] = interactions_in_roi["time"] From a7fba74197d37573d8c3f2db2fad3b7d9f34524c Mon Sep 17 00:00:00 2001 From: HenningSE Date: Wed, 16 Aug 2023 06:15:05 -0500 Subject: [PATCH 11/63] Add Logger for delayed electron simulations --- .../delayed_electrons/delayed_electrons_drift.py | 4 ++++ .../delayed_electrons/delayed_electrons_extraction.py | 3 +++ .../delayed_electrons_secondary_scintillation.py | 4 ++++ .../delayed_electrons/delayed_electrons_timing.py | 4 ++++ 4 files changed, 15 insertions(+) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py index a05115c8..a25fd3b6 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py @@ -1,8 +1,12 @@ import strax +import logging from ..electron_drift import ElectronDrift export, __all__ = strax.exporter() +logging.basicConfig(handlers=[logging.StreamHandler()]) +log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_drift') + @export class DelayedElectronsDrift(ElectronDrift): """ diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py index b3d95387..63e801af 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py @@ -1,8 +1,11 @@ import strax +import logging from ..electron_extraction import ElectronExtraction export, __all__ = strax.exporter() +logging.basicConfig(handlers=[logging.StreamHandler()]) +log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_extraction') @export class DelayedElectronsExtraction(ElectronExtraction): """ diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py index caa1ec98..9b1cbfec 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py @@ -1,9 +1,13 @@ import strax import numpy as np +import logging from ..secondary_scintillation import SecondaryScintillation export, __all__ = strax.exporter() +logging.basicConfig(handlers=[logging.StreamHandler()]) +log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_secondary_scintillation') + @export class DelayedElectronsSecondaryScintillation(SecondaryScintillation): """ diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py index e5266638..c26a48b2 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py @@ -1,8 +1,12 @@ import strax +import logging from ..electron_timing import ElectronTiming export, __all__ = strax.exporter() +logging.basicConfig(handlers=[logging.StreamHandler()]) +log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_timing') + @export class DelayedElectronsTiming(ElectronTiming): """ From 412a45f5c8cc1586b9c118b11aaf0dcebb8edcff Mon Sep 17 00:00:00 2001 From: HenningSE Date: Wed, 16 Aug 2023 06:15:26 -0500 Subject: [PATCH 12/63] Add delayed electrons tests --- tests/test_FullChain_w_DelayedElectrons.py | 93 ++++++++++++++++++++++ tests/test_deterministic_seed.py | 20 +++-- 2 files changed, 105 insertions(+), 8 deletions(-) create mode 100644 tests/test_FullChain_w_DelayedElectrons.py diff --git a/tests/test_FullChain_w_DelayedElectrons.py b/tests/test_FullChain_w_DelayedElectrons.py new file mode 100644 index 00000000..e9469f7c --- /dev/null +++ b/tests/test_FullChain_w_DelayedElectrons.py @@ -0,0 +1,93 @@ +import unittest +import fuse +import tempfile + +from straxen import URLConfig + +class TestFullChainwDelayedElectrons(unittest.TestCase): + + @classmethod + def setUpClass(self): + + self.temp_dir = tempfile.TemporaryDirectory() + + url_string = 'simple_load://resource://format://fax_config_nt_sr0_v4.json?&fmt=json' + config = URLConfig.evaluate_dry(url_string) + + self.test_context = fuse.context.full_chain_w_photo_ionization_context( + self.temp_dir.name, + config = config, + ) + + self.test_context.set_config({"path": "/project2/lgrandi/xenonnt/simulations/testing", + "file_name": "pmt_neutrons_100.root", + "entry_stop": 3, + }) + + self.run_number = "TestRun_00000" + + @classmethod + def tearDownClass(self): + + self.temp_dir.cleanup() + + def test_S1PhotonHits(self): + + self.test_context.make(self.run_number, "s1_photons") + + def test_S1PhotonPropagation(self): + + self.test_context.make(self.run_number, "propagated_s1_photons") + + def test_ElectronDrift(self): + + self.test_context.make(self.run_number, "drifted_electrons") + + def test_ElectronExtraction(self): + + self.test_context.make(self.run_number, "extracted_electrons") + + def test_ElectronTiming(self): + + self.test_context.make(self.run_number, "electron_time") + + def test_SecondaryScintillation(self): + + self.test_context.make(self.run_number, "s2_photons") + self.test_context.make(self.run_number, "s2_photons_sum") + + def test_PhotoIonizationElectrons(self): + + self.test_context.make(self.run_number, "photo_ionization_electrons") + + def test_DelayedElectronsDrift(self): + + self.test_context.make(self.run_number, "drifted_delayed_electrons") + + def test_DelayedElectronsExtraction(self): + + self.test_context.make(self.run_number, "extracted_delayed_electrons") + + def test_DelayedElectronsTiming(self): + + self.test_context.make(self.run_number, "delayed_electrons_time") + + def test_DelayedElectronsSecondaryScintillation(self): + + self.test_context.make(self.run_number, "delayed_electrons_s2_photons") + self.test_context.make(self.run_number, "delayed_electrons_s2_photons_sum") + + def test_S2PhotonPropagation(self): + + self.test_context.make(self.run_number, "propagated_s2_photons") + + def test_PMTAfterPulses(self): + + self.test_context.make(self.run_number, "pmt_afterpulses") + + def test_PMTResponseAndDAQ(self): + + self.test_context.make(self.run_number, "raw_records") + +if __name__ == '__main__': + unittest.main() \ No newline at end of file diff --git a/tests/test_deterministic_seed.py b/tests/test_deterministic_seed.py index 2d9202ed..63e41168 100644 --- a/tests/test_deterministic_seed.py +++ b/tests/test_deterministic_seed.py @@ -14,21 +14,25 @@ def setUp(self): self.temp_dir_0 = tempfile.TemporaryDirectory() self.temp_dir_1 = tempfile.TemporaryDirectory() - self.test_context_0 = fuse.context.full_chain_context(self.temp_dir_0.name, - config = config) + self.test_context_0 = fuse.context.full_chain_w_photo_ionization_context( + self.temp_dir_0.name, + config = config + ) self.test_context_0.set_config({"path": "/project2/lgrandi/xenonnt/simulations/testing", "file_name": "pmt_neutrons_100.root", - "entry_stop": 10, + "entry_stop": 3, }) - self.test_context_1 = fuse.context.full_chain_context(self.temp_dir_1.name, - config = config) + self.test_context_1 = fuse.context.full_chain_w_photo_ionization_context( + self.temp_dir_1.name, + config = config + ) self.test_context_1.set_config({"path": "/project2/lgrandi/xenonnt/simulations/testing", - "file_name": "pmt_neutrons_100.root", - "entry_stop": 10, - }) + "file_name": "pmt_neutrons_100.root", + "entry_stop": 3, + }) self.run_number_0 = "TestRun_00000" self.run_number_1 = "TestRun_00001" From 91cb3777e8ddef59495464af7f40cfaad23f52d6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Wed, 17 Jan 2024 11:37:51 -0600 Subject: [PATCH 13/63] Fixing many bugs --- fuse/context.py | 79 ++++++------------- .../delayed_electrons_drift.py | 2 +- .../delayed_electrons_extraction.py | 2 +- .../delayed_electrons_merger.py | 67 +++------------- ...layed_electrons_secondary_scintillation.py | 11 ++- .../delayed_electrons_timing.py | 2 +- .../photo_electric_electrons.py | 2 +- .../photo_ionization_electrons.py | 36 +++++++-- .../detector_physics/s2_photon_propagation.py | 2 +- .../secondary_scintillation.py | 19 +++-- 10 files changed, 88 insertions(+), 134 deletions(-) diff --git a/fuse/context.py b/fuse/context.py index 49b94a41..cc51bf7e 100644 --- a/fuse/context.py +++ b/fuse/context.py @@ -29,6 +29,23 @@ fuse.detector_physics.S2PhotonPropagation ] +#Plugins to simulate delayed electrons +delayed_electron_simulation_plugins = [fuse.detector_physics.delayed_electrons.PhotoIonizationElectrons, + fuse.detector_physics.delayed_electrons.DelayedElectronsDrift, + fuse.detector_physics.delayed_electrons.DelayedElectronsExtraction, + fuse.detector_physics.delayed_electrons.DelayedElectronsTiming, + fuse.detector_physics.delayed_electrons.DelayedElectronsSecondaryScintillation, + fuse.detector_physics.delayed_electrons.DelayedElectronsDrift, + ] + +#Plugins to merge delayed and regular electrons +delayed_electron_merger_plugins = [fuse.detector_physics.delayed_electrons.DriftedElectronsMerger, + fuse.detector_physics.delayed_electrons.ExtractedElectronsMerger, + fuse.detector_physics.delayed_electrons.ElectronTimingMerger, + fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonsMerger, + fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonSumMerger, + ] + #Plugins to simulate PMTs and DAQ pmt_and_daq_plugins = [fuse.pmt_and_daq.PMTAfterPulses, fuse.pmt_and_daq.PhotonSummary, @@ -88,6 +105,14 @@ def full_chain_context(output_folder = "./fuse_data", for plugin in s2_simulation_plugins: st.register(plugin) + #Register delayed Electrons plugins + for plugin in delayed_electron_simulation_plugins: + st.register(plugin) + + #Register merger plugins. + for plugin in delayed_electron_merger_plugins: + st.register(plugin) + #Register PMT and DAQ plugins for plugin in pmt_and_daq_plugins: st.register(plugin) @@ -117,60 +142,6 @@ def full_chain_context(output_folder = "./fuse_data", # deregister plugins with missing dependencies st.deregister_plugins_with_missing_dependencies() -#Plugins to simulate S1 signals -s1_simulation_plugins = [fuse.detector_physics.S1PhotonHits, - fuse.detector_physics.S1PhotonPropagation, - ] - -#Plugins to simulate S2 signals -#S2PhotonPropagation is registered separately since it is also used for delayed electrons -s2_simulation_plugins = [fuse.detector_physics.ElectronDrift, - fuse.detector_physics.ElectronExtraction, - fuse.detector_physics.ElectronTiming, - fuse.detector_physics.SecondaryScintillation, - ] - -s2_simulation_rename_plugins = [fuse.detector_physics.delayed_electrons.DriftedElectronsRename, - fuse.detector_physics.delayed_electrons.ExtractedElectronsRename, - fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonsRename, - fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonSumRename, - ] - -pmt_and_daq_plugins = [fuse.pmt_and_daq.PMTAfterPulses, - fuse.pmt_and_daq.PhotonSummary, - fuse.pmt_and_daq.PMTResponseAndDAQ, - ] - - -def full_chain_context(out_dir, config): - - st = cutax.contexts.xenonnt_sim_SR0v3_cmt_v9(output_folder = out_dir) - - #Register microphysics plugins - for plugin in microphysics_plugins: - st.register(plugin) - - #Register S1 plugins - for plugin in s1_simulation_plugins: - st.register(plugin) - - #Register S2 plugins - for plugin in s2_simulation_plugins: - st.register(plugin) - - #Register S2 renaming plugins - for plugin in s2_simulation_rename_plugins: - st.register(plugin) - - st.register(fuse.detector_physics.S2PhotonPropagation) - - #Register PMT and DAQ plugins - for plugin in pmt_and_daq_plugins: - st.register(plugin) - - - set_full_chain_config(st, config) - return st diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py index a25fd3b6..c290c207 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py @@ -12,7 +12,7 @@ class DelayedElectronsDrift(ElectronDrift): """ This class is used to simulate the drift of electrons from the sources of electron afterpulses. """ - __version__ = "0.0.0" + __version__ = "0.0.1" child_plugin = True diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py index 63e801af..3840f977 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py @@ -11,7 +11,7 @@ class DelayedElectronsExtraction(ElectronExtraction): """ This class is used to simulate the extraction of electrons from the sources of electron afterpulses. """ - __version__ = "0.0.0" + __version__ = "0.0.1" child_plugin = True diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py index 84d86961..759ed6e5 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py @@ -14,7 +14,7 @@ class DriftedElectronsMerger(VerticalMergerPlugin): provides = 'merged_drifted_electrons' data_kind = 'interactions_in_roi' - __version__ = '0.0.0' + __version__ = '0.0.1' #Forbid rechunking rechunk_on_save = False @@ -30,7 +30,7 @@ class ExtractedElectronsMerger(VerticalMergerPlugin): provides = 'merged_extracted_electrons' data_kind = 'interactions_in_roi' - __version__ = '0.0.0' + __version__ = '0.0.1' #Forbid rechunking rechunk_on_save = False @@ -45,7 +45,7 @@ class SecondaryScintillationPhotonsMerger(VerticalMergerPlugin): provides = 'merged_s2_photons' data_kind = 'individual_electrons' - __version__ = '0.0.0' + __version__ = '0.0.1' #Forbid rechunking rechunk_on_save = False @@ -60,71 +60,22 @@ class SecondaryScintillationPhotonSumMerger(VerticalMergerPlugin): provides = 'merged_s2_photons_sum' data_kind = 'interactions_in_roi' - __version__ = '0.0.0' + __version__ = '0.0.1' #Forbid rechunking rechunk_on_save = False - - -#The following plugins are used for simulations without delayed electrons -#Using separate plugins enables us to use the same S2PhotonPropagation plugin for both @export -class DriftedElectronsRename(VerticalMergerPlugin): - """ - Plugin which basically renames the output of the regular electron drift plugin +class ElectronTimingMerger(VerticalMergerPlugin): """ - - depends_on = ("drifted_electrons") - - provides = 'merged_drifted_electrons' - data_kind = 'interactions_in_roi' - __version__ = '0.0.0' - - #Forbid rechunking - rechunk_on_save = False - -@export -class ExtractedElectronsRename(VerticalMergerPlugin): - """ - Plugin which basically renames the output of the regular electron extraction plugin - """ - - depends_on = ("extracted_electrons") - - provides = 'merged_extracted_electrons' - data_kind = 'interactions_in_roi' - __version__ = '0.0.0' - - #Forbid rechunking - rechunk_on_save = False - -@export -class SecondaryScintillationPhotonsRename(VerticalMergerPlugin): - """ - Plugin which basically renames the output of the regular secondary scintillation plugin + Plugin which concatenates the output of the regular and delayed electron secondary scintillation plugins """ - depends_on = ("s2_photons") + depends_on = ("electron_time", "delayed_electrons_time") - provides = 'merged_s2_photons' + provides = 'merged_electron_time' data_kind = 'individual_electrons' - __version__ = '0.0.0' - - #Forbid rechunking - rechunk_on_save = False - -@export -class SecondaryScintillationPhotonSumRename(VerticalMergerPlugin): - """ - Plugin which basically renames the output of the regular secondary scintillation plugin - """ - - depends_on = ("s2_photons_sum") - - provides = 'merged_s2_photons_sum' - data_kind = 'interactions_in_roi' - __version__ = '0.0.0' + __version__ = '0.0.1' #Forbid rechunking rechunk_on_save = False diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py index 9b1cbfec..764e7ae5 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py @@ -1,6 +1,7 @@ import strax import numpy as np import logging +from immutabledict import immutabledict from ..secondary_scintillation import SecondaryScintillation export, __all__ = strax.exporter() @@ -13,7 +14,7 @@ class DelayedElectronsSecondaryScintillation(SecondaryScintillation): """ This class is used to simulate the extraction of electrons from the sources of electron afterpulses. """ - __version__ = "0.0.0" + __version__ = "0.0.1" child_plugin = True @@ -27,12 +28,16 @@ class DelayedElectronsSecondaryScintillation(SecondaryScintillation): result_name_photons_sum : "delayed_interactions_in_roi" } - dtype_photons = [('n_s2_photons', np.int64),] + strax.time_fields - dtype_sum_photons = [('sum_s2_photons', np.int64),] + strax.time_fields + dtype_photons = [('n_s2_photons', np.int32),] + strax.time_fields + dtype_sum_photons = [('sum_s2_photons', np.int32),] + strax.time_fields dtype = dict() dtype[result_name_photons] = dtype_photons dtype[result_name_photons_sum] = dtype_sum_photons + save_when = immutabledict({result_name_photons:strax.SaveWhen.TARGET, + result_name_photons_sum:strax.SaveWhen.ALWAYS + }) + def compute(self, delayed_interactions_in_roi, delayed_individual_electrons): return super().compute(interactions_in_roi=delayed_interactions_in_roi, individual_electrons=delayed_individual_electrons) \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py index c26a48b2..75266e80 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py @@ -12,7 +12,7 @@ class DelayedElectronsTiming(ElectronTiming): """ This class is used to simulate the timing of electrons from the sources of electron afterpulses. """ - __version__ = "0.0.0" + __version__ = "0.0.1" child_plugin = True diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py index 76b5d2f6..9c712539 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py @@ -16,7 +16,7 @@ @export class PhotoElectricElectrons(strax.Plugin): - __version__ = "0.0.0" + __version__ = "0.0.1" #Try to build these ones from the SecondaryScintillation output first # We are now having the number of photons of an interaction as input diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index c9ca44a9..8e96ef7d 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -15,7 +15,7 @@ @export class PhotoIonizationElectrons(strax.Plugin): - __version__ = "0.0.0" + __version__ = "0.0.1" #Try to build these ones from the SecondaryScintillation output first # We are now having the number of photons of an interaction as input @@ -67,33 +67,56 @@ class PhotoIonizationElectrons(strax.Plugin): help='Show debug informations', ) + enable_delayed_electrons = straxen.URLConfig( + default=False, type=bool, track=True, + help='Decide if you want to to enable delayed electrons from photoionization', + ) + deterministic_seed = straxen.URLConfig( default=True, type=bool, help='Set the random seed from lineage and run_id, or pull the seed from the OS.', ) + #Move the filename to the config file delaytime_pmf_hist = straxen.URLConfig( help='delaytime_pmf_hist', + default = 'simple_load://resource://format://xnt_se_afterpulse_delaytime.pkl.gz?&fmt=pkl.gz', ) photoionization_modifier = straxen.URLConfig( + default = "take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=photoionization_modifier", type=(int, float), - help='photoionization_modifier', + cache=True, + help='Photoionization modifier', ) diffusion_constant_longitudinal = straxen.URLConfig( + default = "take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=diffusion_constant_longitudinal", type=(int, float), - help='diffusion_constant_longitudinal', + cache=True, + help='Longitudinal electron drift diffusion constant', ) drift_velocity_liquid = straxen.URLConfig( + default = "take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=drift_velocity_liquid", type=(int, float), - help='drift_velocity_liquid', + cache=True, + help='Drift velocity of electrons in the liquid xenon', ) tpc_radius = straxen.URLConfig( + default = "take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=tpc_radius", type=(int, float), - help='tpc_radius', + cache=True, + help='Radius of the XENONnT TPC ', ) def setup(self): @@ -118,7 +141,8 @@ def compute(self, interactions_in_roi, individual_electrons): #Just apply this to clusters with S2 photons mask = interactions_in_roi["sum_s2_photons"] > 0 - if len(interactions_in_roi[mask]) == 0: + if (len(interactions_in_roi[mask]) == 0) or (self.enable_delayed_electrons == False): + log.debug("No interactions with S2 photons found or delayed electrons are disabled") return np.zeros(0, self.dtype) electrons_per_interaction = np.split(individual_electrons, np.cumsum(interactions_in_roi[mask]["n_electron_extracted"]))[:-1] diff --git a/fuse/plugins/detector_physics/s2_photon_propagation.py b/fuse/plugins/detector_physics/s2_photon_propagation.py index d40c407e..8666217d 100644 --- a/fuse/plugins/detector_physics/s2_photon_propagation.py +++ b/fuse/plugins/detector_physics/s2_photon_propagation.py @@ -20,7 +20,7 @@ @export class S2PhotonPropagationBase(strax.DownChunkingPlugin): - __version__ = "0.1.3" + __version__ = "0.1.4" depends_on = ("merged_electron_time" ,"merged_s2_photons", "merged_extracted_electrons", "merged_drifted_electrons", "merged_s2_photons_sum") provides = "propagated_s2_photons" diff --git a/fuse/plugins/detector_physics/secondary_scintillation.py b/fuse/plugins/detector_physics/secondary_scintillation.py index 60878dc1..bd99e3b0 100644 --- a/fuse/plugins/detector_physics/secondary_scintillation.py +++ b/fuse/plugins/detector_physics/secondary_scintillation.py @@ -15,6 +15,9 @@ class SecondaryScintillation(strax.Plugin): __version__ = "0.1.3" + + result_name_photons = "s2_photons" + result_name_photons_sum = "s2_photons_sum" depends_on = ("drifted_electrons","extracted_electrons" ,"electron_time") provides = (result_name_photons, result_name_photons_sum) @@ -32,9 +35,9 @@ class SecondaryScintillation(strax.Plugin): #Forbid rechunking rechunk_on_save = False - save_when = immutabledict(s2_photons=strax.SaveWhen.TARGET, - s2_photons_sum=strax.SaveWhen.ALWAYS - ) + save_when = immutabledict({result_name_photons:strax.SaveWhen.TARGET, + result_name_photons_sum:strax.SaveWhen.ALWAYS + }) input_timeout = FUSE_PLUGIN_TIMEOUT @@ -197,12 +200,12 @@ def compute(self, interactions_in_roi, individual_electrons): mask = interactions_in_roi["n_electron_extracted"] > 0 if len(interactions_in_roi[mask]) == 0: - empty_result = np.zeros(len(interactions_in_roi), self.dtype["s2_photons_sum"]) + empty_result = np.zeros(len(interactions_in_roi), self.dtype[self.result_name_photons_sum]) empty_result["time"] = interactions_in_roi["time"] empty_result["endtime"] = interactions_in_roi["endtime"] - return dict(s2_photons=np.zeros(0, self.dtype["s2_photons"]), - s2_photons_sum=empty_result) + return {self.result_name_photons : np.zeros(0, self.dtype[self.result_name_photons]), + self.result_name_photons_sum : empty_result} positions = np.array([interactions_in_roi[mask]["x_obs"], interactions_in_roi[mask]["y_obs"]]).T @@ -232,8 +235,8 @@ def compute(self, interactions_in_roi, individual_electrons): result_sum_photons["time"] = interactions_in_roi["time"] result_sum_photons["endtime"]= interactions_in_roi["endtime"] - return dict(s2_photons=result_photons, - s2_photons_sum=result_sum_photons) + return {self.result_name_photons : result_photons, + self.result_name_photons_sum : result_sum_photons} def get_s2_light_yield(self, positions): From 29e0e95b14cd9f161ffe3327318ee18f0a23c1de Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 18 Jan 2024 06:00:46 -0600 Subject: [PATCH 14/63] Propagate cluster_id to interactions_in_roi --- fuse/plugins/micro_physics/detector_volumes.py | 6 ++++-- fuse/plugins/micro_physics/find_cluster.py | 2 +- fuse/plugins/micro_physics/merge_cluster.py | 8 ++++++-- 3 files changed, 11 insertions(+), 5 deletions(-) diff --git a/fuse/plugins/micro_physics/detector_volumes.py b/fuse/plugins/micro_physics/detector_volumes.py index 42de5bbd..a7ab53a9 100644 --- a/fuse/plugins/micro_physics/detector_volumes.py +++ b/fuse/plugins/micro_physics/detector_volumes.py @@ -62,6 +62,7 @@ class XENONnT_TPC(VolumePlugin): ('x_pri', np.float32), ('y_pri', np.float32), ('z_pri', np.float32), + ('cluster_id', np.int32), ('xe_density', np.float32), ('vol_id', np.int8), ('create_S2', np.bool_), @@ -158,6 +159,7 @@ class XENONnT_BelowCathode(VolumePlugin): ('x_pri', np.float32), ('y_pri', np.float32), ('z_pri', np.float32), + ('cluster_id', np.int32), ('xe_density', np.float32), ('vol_id', np.int8), ('create_S2', np.bool_), @@ -254,6 +256,7 @@ class XENONnT_GasPhase(VolumePlugin): ('x_pri', np.float32), ('y_pri', np.float32), ('z_pri', np.float32), + ('cluster_id', np.int32), ('xe_density', np.float32), ('vol_id', np.int64), ('create_S2', np.bool_), @@ -318,5 +321,4 @@ def compute(self, clustered_interactions): tpc_interactions["vol_id"] = 3 #Do we need this? -> Now just copied from epix tpc_interactions["create_S2"] = self.create_S2_xenonnt_gas_phase - return tpc_interactions - + return tpc_interactions \ No newline at end of file diff --git a/fuse/plugins/micro_physics/find_cluster.py b/fuse/plugins/micro_physics/find_cluster.py index fe6b072a..db9b12db 100644 --- a/fuse/plugins/micro_physics/find_cluster.py +++ b/fuse/plugins/micro_physics/find_cluster.py @@ -75,7 +75,7 @@ def compute(self, geant4_interactions): self.micro_separation_time) numpy_data = np.zeros(len(geant4_interactions), dtype=self.dtype) - numpy_data["cluster_ids"] = cluster_ids + numpy_data["cluster_ids"] = cluster_ids + 1 #Avoid 0 as cluster ID numpy_data["time"] = geant4_interactions["time"] numpy_data["endtime"] = geant4_interactions["endtime"] diff --git a/fuse/plugins/micro_physics/merge_cluster.py b/fuse/plugins/micro_physics/merge_cluster.py index 04f1c4bd..697c5f7a 100644 --- a/fuse/plugins/micro_physics/merge_cluster.py +++ b/fuse/plugins/micro_physics/merge_cluster.py @@ -14,7 +14,7 @@ @export class MergeCluster(strax.Plugin): - __version__ = "0.1.1" + __version__ = "0.1.2" depends_on = ("geant4_interactions", "cluster_index") @@ -39,6 +39,7 @@ class MergeCluster(strax.Plugin): ('x_pri', np.float32), ('y_pri', np.float32), ('z_pri', np.float32), + ('cluster_id', np.int32), ('xe_density', np.float32), #Will be set i a later plugin ('vol_id', np.int8), #Will be set i a later plugin ('create_S2', np.bool_), #Will be set i a later plugin @@ -111,6 +112,9 @@ def cluster_and_classify(result, interactions, tag_cluster_by): result[i]["y_pri"] = cluster["y_pri"][main_interaction_index] result[i]["z_pri"] = cluster["z_pri"][main_interaction_index] result[i]["evtid"] = cluster["evtid"][main_interaction_index] + + #Get cluster id from and save it! + result[i]["cluster_id"] = cluster["cluster_ids"][main_interaction_index] return result @@ -134,4 +138,4 @@ def classify(types, parenttype, creaproc, edproc): elif (types == "e-"): return 0, 0, 8 else: - return infinity, infinity, 12 + return infinity, infinity, 12 \ No newline at end of file From 57527ead4e9f3db8b5a30950c5c5b6e39737a1e7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 18 Jan 2024 06:03:55 -0600 Subject: [PATCH 15/63] Save cluster_id instead of oder_index for indiv. electrons --- fuse/plugins/detector_physics/electron_timing.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/fuse/plugins/detector_physics/electron_timing.py b/fuse/plugins/detector_physics/electron_timing.py index f88e603b..6097676b 100644 --- a/fuse/plugins/detector_physics/electron_timing.py +++ b/fuse/plugins/detector_physics/electron_timing.py @@ -13,9 +13,9 @@ @export class ElectronTiming(strax.Plugin): - __version__ = "0.1.1" + __version__ = "0.1.2" - depends_on = ("drifted_electrons", "extracted_electrons") + depends_on = ("drifted_electrons", "extracted_electrons", "microphysics_summary") provides = "electron_time" data_kind = "individual_electrons" @@ -30,7 +30,7 @@ class ElectronTiming(strax.Plugin): dtype = [('x', np.float32), ('y', np.float32), - ('order_index', np.int32), + ('cluster_id', np.int32), ] dtype = dtype + strax.time_fields @@ -95,8 +95,8 @@ def compute(self, interactions_in_roi): result["x"] = x result["y"] = y - #result["order_index"] = np.arange(len(timing)) - result["order_index"] = np.repeat(np.arange(len(interactions_in_roi[mask])), interactions_in_roi[mask]["n_electron_extracted"]) + result["cluster_id"] = np.repeat(interactions_in_roi[mask]["cluster_id"], interactions_in_roi[mask]["n_electron_extracted"]) + #result["order_index"] = np.repeat(np.arange(len(interactions_in_roi[mask])), interactions_in_roi[mask]["n_electron_extracted"])´ result = strax.sort_by_time(result) return result From aaba4d715bb0d21c415665f1b8d705af735da5b9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 18 Jan 2024 10:59:00 -0600 Subject: [PATCH 16/63] Update SecondaryScintillation plugin to not rely on order of individual_electrons --- .../secondary_scintillation.py | 43 ++++++++++++------- 1 file changed, 27 insertions(+), 16 deletions(-) diff --git a/fuse/plugins/detector_physics/secondary_scintillation.py b/fuse/plugins/detector_physics/secondary_scintillation.py index bd99e3b0..ebf12841 100644 --- a/fuse/plugins/detector_physics/secondary_scintillation.py +++ b/fuse/plugins/detector_physics/secondary_scintillation.py @@ -14,12 +14,12 @@ @export class SecondaryScintillation(strax.Plugin): - __version__ = "0.1.3" + __version__ = "0.1.4" result_name_photons = "s2_photons" result_name_photons_sum = "s2_photons_sum" - depends_on = ("drifted_electrons","extracted_electrons" ,"electron_time") + depends_on = ("drifted_electrons","extracted_electrons" ,"electron_time", "microphysics_summary") provides = (result_name_photons, result_name_photons_sum) data_kind = {result_name_photons: "individual_electrons", result_name_photons_sum : "interactions_in_roi" @@ -207,35 +207,35 @@ def compute(self, interactions_in_roi, individual_electrons): return {self.result_name_photons : np.zeros(0, self.dtype[self.result_name_photons]), self.result_name_photons_sum : empty_result} - positions = np.array([interactions_in_roi[mask]["x_obs"], interactions_in_roi[mask]["y_obs"]]).T + positions = np.array([individual_electrons["x"], individual_electrons["y"]]).T - sc_gain = self.get_s2_light_yield(positions=positions) - - electron_gains = np.repeat(sc_gain, interactions_in_roi[mask]["n_electron_extracted"]) + electron_gains = self.get_s2_light_yield(positions=positions) n_photons_per_ele = self.rng.poisson(electron_gains) if self.s2_gain_spread: n_photons_per_ele += self.rng.normal(0, self.s2_gain_spread, len(n_photons_per_ele)).astype(np.int64) - - sum_photons_per_interaction = [np.sum(x) for x in np.split(n_photons_per_ele, np.cumsum(interactions_in_roi[mask]["n_electron_extracted"]))[:-1]] - n_photons_per_ele[n_photons_per_ele < 0] = 0 - - reorder_electrons = np.argsort(individual_electrons, order = ["order_index", "time"]) result_photons = np.zeros(len(n_photons_per_ele), dtype = self.dtype[self.result_name_photons]) result_photons["n_s2_photons"] = n_photons_per_ele - result_photons["time"] = individual_electrons["time"][reorder_electrons] - result_photons["endtime"] = individual_electrons["endtime"][reorder_electrons] - result_photons = strax.sort_by_time(result_photons) + result_photons["time"] = individual_electrons["time"] + result_photons["endtime"] = individual_electrons["endtime"] + + #Calculate the sum of photons per interaction + grouped_result_photons, unique_cluster_id = group_result_photons_by_cluster_id(result_photons, individual_electrons["cluster_id"]) + sum_photons_per_interaction = np.array([np.sum(element["n_s2_photons"]) for element in grouped_result_photons]) + + #Bring sum_photons_per_interaction into the same cluster order as interactions_in_roi + #Maybe this line is too complicated... + sum_photons_per_interaction_reordered = [sum_photons_per_interaction[np.argwhere(unique_cluster_id == element)[0][0]] for element in interactions_in_roi["cluster_id"][mask]] result_sum_photons = np.zeros(len(interactions_in_roi), dtype = self.dtype[self.result_name_photons_sum]) result_sum_photons["sum_s2_photons"][mask] = sum_photons_per_interaction result_sum_photons["time"] = interactions_in_roi["time"] result_sum_photons["endtime"]= interactions_in_roi["endtime"] - return {self.result_name_photons : result_photons, + return {self.result_name_photons : strax.sort_by_time(result_photons), self.result_name_photons_sum : result_sum_photons} @@ -265,4 +265,15 @@ def get_s2_light_yield(self, positions): # data driven map contains nan, will be set to 0 here sc_gain[np.isnan(sc_gain)] = 0 - return sc_gain \ No newline at end of file + return sc_gain + +def group_result_photons_by_cluster_id(result, cluster_id): + """Function to group result_photons by cluster_id""" + + sort_index = np.argsort(cluster_id) + + cluster_id_sorted = cluster_id[sort_index] + result_sorted = result[sort_index] + + unique_cluster_id, split_position = np.unique(cluster_id_sorted, return_index=True) + return np.split(result, split_position[1:]), unique_cluster_id \ No newline at end of file From d54e8cc0e3e82642e879d6e388b8c1019b58daa2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 18 Jan 2024 11:47:26 -0600 Subject: [PATCH 17/63] Use cluster_id in S2PhotonPropagationBase --- .../detector_physics/s2_photon_propagation.py | 38 +++++++++++++++---- 1 file changed, 30 insertions(+), 8 deletions(-) diff --git a/fuse/plugins/detector_physics/s2_photon_propagation.py b/fuse/plugins/detector_physics/s2_photon_propagation.py index 8666217d..65d1a050 100644 --- a/fuse/plugins/detector_physics/s2_photon_propagation.py +++ b/fuse/plugins/detector_physics/s2_photon_propagation.py @@ -20,9 +20,16 @@ @export class S2PhotonPropagationBase(strax.DownChunkingPlugin): - __version__ = "0.1.4" + __version__ = "0.1.5" - depends_on = ("merged_electron_time" ,"merged_s2_photons", "merged_extracted_electrons", "merged_drifted_electrons", "merged_s2_photons_sum") + depends_on = ("merged_electron_time", + "merged_s2_photons", + "merged_extracted_electrons", + "merged_drifted_electrons", + "merged_s2_photons_sum", + "microphysics_summary", #This needs to be merged! Only needed for cluster_ids + ) + provides = "propagated_s2_photons" data_kind = "S2_photons" @@ -378,8 +385,16 @@ def compute(self, individual_electrons, interactions_in_roi, start, end): if n_chunks>1: #for electron_group, index_group in zip(electron_chunks[:-1], index_chunks[:-1]): for electron_group in electron_chunks[:-1]: - interactions_chunk = interactions_in_roi[mask][np.unique(electron_group["order_index"])] - #interactions_chunk = interactions_in_roi[mask][np.min(index_group):np.max(index_group)+1] + unique_clusters_in_group = np.unique(electron_group["cluster_id"]) + interactions_chunk = interactions_in_roi[mask][np.isin(interactions_in_roi["cluster_id"][mask], unique_clusters_in_group)] + + #Sort both the interactions and the electrons by cluster_id + #We will later sort by time again when yielding the data. + sort_index_ic = np.argsort(interactions_chunk["cluster_id"]) + sort_index_eg = np.argsort(electron_group["cluster_id"]) + interactions_chunk = interactions_chunk[sort_index_ic] + electron_group = electron_group[sort_index_eg] + positions = np.array([interactions_chunk["x_obs"], interactions_chunk["y_obs"]]).T _photon_channels = self.photon_channels(interactions_chunk["n_electron_extracted"], @@ -394,7 +409,7 @@ def compute(self, individual_electrons, interactions_in_roi, start, end): _photon_channels, ) - #repeat for n photons per electron # Should this be before adding delays? + #repeat for n photons per electron _photon_timings += np.repeat(electron_group["time"], electron_group["n_s2_photons"]) #Do i want to save both -> timings with and without pmt transition time spread? @@ -428,8 +443,15 @@ def compute(self, individual_electrons, interactions_in_roi, start, end): yield chunk #And the last chunk - interactions_chunk = interactions_in_roi[mask][np.unique(electron_chunks[-1]["order_index"])] - #interactions_chunk = interactions_in_roi[mask][np.min(index_chunks[-1]):np.max(index_chunks[-1])+1] + electron_group = electron_chunks[-1] + unique_clusters_in_group = np.unique(electron_group["cluster_id"]) + interactions_chunk = interactions_in_roi[mask][np.isin(interactions_in_roi["cluster_id"][mask], unique_clusters_in_group)] + + sort_index_ic = np.argsort(interactions_chunk["cluster_id"]) + sort_index_eg = np.argsort(electron_group["cluster_id"]) + interactions_chunk = interactions_chunk[sort_index_ic] + electron_group = electron_group[sort_index_eg] + positions = np.array([interactions_chunk["x_obs"], interactions_chunk["y_obs"]]).T _photon_channels = self.photon_channels(interactions_chunk["n_electron_extracted"], @@ -444,7 +466,7 @@ def compute(self, individual_electrons, interactions_in_roi, start, end): _photon_channels, ) - _photon_timings += np.repeat(electron_chunks[-1]["time"], electron_chunks[-1]["n_s2_photons"]) + _photon_timings += np.repeat(electron_group["time"], electron_group["n_s2_photons"]) _photon_timings, _photon_gains, _photon_is_dpe = pmt_transition_time_spread( _photon_timings=_photon_timings, From 94b3d64a03640073e6174a6f06ba39b8e5f579fa Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 18 Jan 2024 11:58:46 -0600 Subject: [PATCH 18/63] BugFix --- .../delayed_electrons/delayed_electrons_timing.py | 2 +- .../delayed_electrons/photo_ionization_electrons.py | 6 +++--- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py index 75266e80..7c4fc374 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py @@ -16,7 +16,7 @@ class DelayedElectronsTiming(ElectronTiming): child_plugin = True - depends_on = ('drifted_delayed_electrons','extracted_delayed_electrons') + depends_on = ('drifted_delayed_electrons','extracted_delayed_electrons', 'photo_ionization_electrons') provides = "delayed_electrons_time" data_kind = "delayed_individual_electrons" diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 8e96ef7d..5187e94e 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -19,9 +19,7 @@ class PhotoIonizationElectrons(strax.Plugin): #Try to build these ones from the SecondaryScintillation output first # We are now having the number of photons of an interaction as input - # In WFSim the number of photons in a potentially merged S2 is used... - # The wfsim approach is more difficult to include in fuse at the moment... - # And this way we should get good results too + # In WFSim the number of photons in a potentially merged S2 is used. depends_on = ("s2_photons_sum", "extracted_electrons", "s2_photons") provides = "photo_ionization_electrons" data_kind = "delayed_interactions_in_roi" @@ -39,6 +37,7 @@ class PhotoIonizationElectrons(strax.Plugin): ('x_pri', np.float32), ('y_pri', np.float32), ('z_pri', np.float32), + ('cluster_id', np.int32), ('xe_density', np.float32), ('vol_id', np.int64), ('create_S2', np.bool8), @@ -145,6 +144,7 @@ def compute(self, interactions_in_roi, individual_electrons): log.debug("No interactions with S2 photons found or delayed electrons are disabled") return np.zeros(0, self.dtype) + #This line needs to be fixed as the electrons don't need to be in the same order as interactions_in_roi! electrons_per_interaction = np.split(individual_electrons, np.cumsum(interactions_in_roi[mask]["n_electron_extracted"]))[:-1] #In WFSim the part is calculated separatley for each interaction From 284312fff50184a54399b8d94140300747755dfc Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Fri, 19 Jan 2024 06:52:42 -0600 Subject: [PATCH 19/63] Add MicrophysicsSummaryMerger --- fuse/context.py | 1 + .../delayed_electrons_merger.py | 17 ++++++++++++++++- 2 files changed, 17 insertions(+), 1 deletion(-) diff --git a/fuse/context.py b/fuse/context.py index cc51bf7e..b1aa6b7e 100644 --- a/fuse/context.py +++ b/fuse/context.py @@ -44,6 +44,7 @@ fuse.detector_physics.delayed_electrons.ElectronTimingMerger, fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonsMerger, fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonSumMerger, + fuse.detector_physics.delayed_electrons.MicrophysicsSummaryMerger, ] #Plugins to simulate PMTs and DAQ diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py index 759ed6e5..33eb0bcf 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py @@ -68,7 +68,7 @@ class SecondaryScintillationPhotonSumMerger(VerticalMergerPlugin): @export class ElectronTimingMerger(VerticalMergerPlugin): """ - Plugin which concatenates the output of the regular and delayed electron secondary scintillation plugins + Plugin which concatenates the output of the regular and delayed electron timing plugins """ depends_on = ("electron_time", "delayed_electrons_time") @@ -79,3 +79,18 @@ class ElectronTimingMerger(VerticalMergerPlugin): #Forbid rechunking rechunk_on_save = False + +@export +class MicrophysicsSummaryMerger(VerticalMergerPlugin): + """ + Plugin which concatenates the output of the regular and delayed electron secondary scintillation plugins + """ + + depends_on = ("microphysics_summary", "photo_ionization_electrons") + + provides = 'merged_microphysics_summary' + data_kind = 'interactions_in_roi' + __version__ = '0.0.1' + + #Forbid rechunking + rechunk_on_save = False \ No newline at end of file From 665aaf3d54bd338deb53f6ab88b410bc2c7629e3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Fri, 19 Jan 2024 06:53:03 -0600 Subject: [PATCH 20/63] Lots of bugfixing --- ...layed_electrons_secondary_scintillation.py | 2 +- .../photo_ionization_electrons.py | 76 +++++++++---------- .../detector_physics/s2_photon_propagation.py | 2 +- .../secondary_scintillation.py | 2 +- 4 files changed, 41 insertions(+), 41 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py index 764e7ae5..993366df 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py @@ -21,7 +21,7 @@ class DelayedElectronsSecondaryScintillation(SecondaryScintillation): result_name_photons = "delayed_electrons_s2_photons" result_name_photons_sum = "delayed_electrons_s2_photons_sum" - depends_on = ("drifted_delayed_electrons", "extracted_delayed_electrons", "delayed_electrons_time") + depends_on = ("drifted_delayed_electrons", "extracted_delayed_electrons", "delayed_electrons_time", "photo_ionization_electrons") provides = (result_name_photons, result_name_photons_sum) data_kind = {result_name_photons: "delayed_individual_electrons", diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 5187e94e..61d2a855 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -20,39 +20,10 @@ class PhotoIonizationElectrons(strax.Plugin): #Try to build these ones from the SecondaryScintillation output first # We are now having the number of photons of an interaction as input # In WFSim the number of photons in a potentially merged S2 is used. - depends_on = ("s2_photons_sum", "extracted_electrons", "s2_photons") + depends_on = ("s2_photons_sum", "extracted_electrons", "s2_photons", "electron_time", "microphysics_summary") provides = "photo_ionization_electrons" data_kind = "delayed_interactions_in_roi" - #dtype will be the same as the microphysics_summary - #We can probably import it from there - dtype = [('x', np.float32), - ('y', np.float32), - ('z', np.float32), - ('ed', np.float64), - ('nestid', np.int64), - ('A', np.int64), - ('Z', np.int64), - ('evtid', np.int64), - ('x_pri', np.float32), - ('y_pri', np.float32), - ('z_pri', np.float32), - ('cluster_id', np.int32), - ('xe_density', np.float32), - ('vol_id', np.int64), - ('create_S2', np.bool8), - ] - - dtype += [('e_field', np.int64), - ] - - dtype += [('photons', np.float64), - ('electrons', np.float64), - ('excitons', np.float64), - ] - - dtype = dtype + strax.time_fields - #Forbid rechunking rechunk_on_save = False @@ -135,6 +106,12 @@ def setup(self): self.rng = np.random.default_rng() log.debug(f"Generating random numbers with seed pulled from OS") + def infer_dtype(self): + #Thake the same dtype as microphysics_summary + dtype = self.deps["s2_photons"].deps["microphysics_summary"].dtype + + return dtype + def compute(self, interactions_in_roi, individual_electrons): #Just apply this to clusters with S2 photons @@ -144,8 +121,7 @@ def compute(self, interactions_in_roi, individual_electrons): log.debug("No interactions with S2 photons found or delayed electrons are disabled") return np.zeros(0, self.dtype) - #This line needs to be fixed as the electrons don't need to be in the same order as interactions_in_roi! - electrons_per_interaction = np.split(individual_electrons, np.cumsum(interactions_in_roi[mask]["n_electron_extracted"]))[:-1] + electrons_per_interaction, unique_cluster_id = group_electrons_by_cluster_id(individual_electrons) #In WFSim the part is calculated separatley for each interaction #We can do it vectorized! @@ -161,14 +137,24 @@ def compute(self, interactions_in_roi, individual_electrons): #Randomly select the time of the extracted electrons as time zeros #This differs to the WFSim implementation but neglecting the photon #propagation time should not do much i guess - t_zeros = [self.rng.choice(electrons["time"], size = len(delayed_electrons)) for electrons, delayed_electrons in zip(electrons_per_interaction, electron_delay)] - t_zeros = np.concatenate(t_zeros) + time_zero = [] + delayed_electrons_per_interaction = [] + + for i in range(len(interactions_in_roi[mask])): + electrons_of_interaction = electrons_per_interaction[np.argwhere(interactions_in_roi[mask]["cluster_id"][i] == unique_cluster_id)[0][0]] + number_of_delayed_electrons = len(electron_delay[i]) + + time_zero.append(self.rng.choice(electrons_of_interaction["time"], size = number_of_delayed_electrons)) + delayed_electrons_per_interaction.append(number_of_delayed_electrons) + + delayed_electrons_per_interaction = np.array(delayed_electrons_per_interaction) + time_zero = np.concatenate(time_zero) electron_delay = np.concatenate(electron_delay) n_instruction = len(electron_delay) result = np.zeros(n_instruction, dtype = self.dtype) - result["time"] = t_zeros #WFsim subtracts the drift time here, i guess we dont need it?? - result["endtime"] = t_zeros + result["time"] = time_zero #WFsim subtracts the drift time here, i guess we dont need it?? + result["endtime"] = time_zero result["x"], result["y"] = ramdom_xy_position( n_instruction, self.tpc_radius, @@ -176,8 +162,10 @@ def compute(self, interactions_in_roi, individual_electrons): ) result['z'] = - electron_delay * self.drift_velocity_liquid result['electrons'] = [1]*n_instruction + #result['cluster_id'] = np.repeat(interactions_in_roi[mask]["cluster_id"], delayed_electrons_per_interaction) + result['cluster_id'] = np.arange(len(result)) * -1 - 1 #Lets try to use negative cluster ids for delayed electrons... - return result + return strax.sort_by_time(result) def ramdom_xy_position(n, radius, rng): @@ -193,4 +181,16 @@ def get_random(hist_object,rng ,size=10): https://github.com/JelleAalbers/multihist/blob/6c4f786bc95f0e73ffec228e17c957744e0d9594/multihist.py#L186 """ bin_i = rng.choice(np.arange(len(hist_object.bin_centers)), size=size, p=hist_object.normalized_histogram) - return hist_object.bin_centers[bin_i] + rng.uniform(-0.5, 0.5, size=size) * hist_object.bin_volumes()[bin_i] \ No newline at end of file + return hist_object.bin_centers[bin_i] + rng.uniform(-0.5, 0.5, size=size) * hist_object.bin_volumes()[bin_i] + +#This sort of groupby function is used in several places in fuse +#We should try to make it a general function in the future. +def group_electrons_by_cluster_id(electrons): + """Function to group electrons by cluster_id""" + + sort_index = np.argsort(electrons["cluster_id"]) + + electrons_sorted = electrons[sort_index] + + unique_cluster_id, split_position = np.unique(electrons_sorted["cluster_id"], return_index=True) + return np.split(electrons_sorted, split_position[1:]), unique_cluster_id \ No newline at end of file diff --git a/fuse/plugins/detector_physics/s2_photon_propagation.py b/fuse/plugins/detector_physics/s2_photon_propagation.py index 65d1a050..5651161c 100644 --- a/fuse/plugins/detector_physics/s2_photon_propagation.py +++ b/fuse/plugins/detector_physics/s2_photon_propagation.py @@ -27,7 +27,7 @@ class S2PhotonPropagationBase(strax.DownChunkingPlugin): "merged_extracted_electrons", "merged_drifted_electrons", "merged_s2_photons_sum", - "microphysics_summary", #This needs to be merged! Only needed for cluster_ids + "merged_microphysics_summary", #Only needed for cluster_ids -> Somehow take only this data? ) provides = "propagated_s2_photons" diff --git a/fuse/plugins/detector_physics/secondary_scintillation.py b/fuse/plugins/detector_physics/secondary_scintillation.py index ebf12841..158b0498 100644 --- a/fuse/plugins/detector_physics/secondary_scintillation.py +++ b/fuse/plugins/detector_physics/secondary_scintillation.py @@ -276,4 +276,4 @@ def group_result_photons_by_cluster_id(result, cluster_id): result_sorted = result[sort_index] unique_cluster_id, split_position = np.unique(cluster_id_sorted, return_index=True) - return np.split(result, split_position[1:]), unique_cluster_id \ No newline at end of file + return np.split(result_sorted, split_position[1:]), unique_cluster_id \ No newline at end of file From 5c0661f41c5499196e32c10c24aaec5a5f396601 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Fri, 26 Jan 2024 08:34:15 -0600 Subject: [PATCH 21/63] Take normalized hist --- .../delayed_electrons/photo_ionization_electrons.py | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 61d2a855..d1e8e126 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -50,7 +50,7 @@ class PhotoIonizationElectrons(strax.Plugin): #Move the filename to the config file delaytime_pmf_hist = straxen.URLConfig( help='delaytime_pmf_hist', - default = 'simple_load://resource://format://xnt_se_afterpulse_delaytime.pkl.gz?&fmt=pkl.gz', + default = 'simple_load://resource://format://XENONnT_SR1_photoionization_model.dill?&fmt=dill', ) photoionization_modifier = straxen.URLConfig( @@ -127,7 +127,6 @@ def compute(self, interactions_in_roi, individual_electrons): #We can do it vectorized! n_delayed_electrons = self.rng.poisson( interactions_in_roi[mask]["sum_s2_photons"] - * self.delaytime_pmf_hist.n * self.photoionization_modifier ) From ad3fd006813432deceb83382282356da05bb5274 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Tue, 30 Jan 2024 04:00:55 -0600 Subject: [PATCH 22/63] Bugfix and cleanup --- .../detector_physics/s2_photon_propagation.py | 21 +------------------ .../secondary_scintillation.py | 2 +- 2 files changed, 2 insertions(+), 21 deletions(-) diff --git a/fuse/plugins/detector_physics/s2_photon_propagation.py b/fuse/plugins/detector_physics/s2_photon_propagation.py index d6cd1693..7b41a07b 100644 --- a/fuse/plugins/detector_physics/s2_photon_propagation.py +++ b/fuse/plugins/detector_physics/s2_photon_propagation.py @@ -362,10 +362,6 @@ def compute(self, individual_electrons, interactions_in_roi, start, end): electron_time_gaps = individual_electrons["time"][1:] - individual_electrons["time"][:-1] electron_time_gaps = np.append(electron_time_gaps, 0) #Add last gap - #Index to match the electrons to the corresponding interaction_in_roi (and vice versa) - #electron_index = build_electron_index(individual_electrons, interactions_in_roi[mask]) - #electron_index = individual_electrons["order_index"] - split_index = find_electron_split_index( individual_electrons, electron_time_gaps, @@ -375,7 +371,6 @@ def compute(self, individual_electrons, interactions_in_roi, start, end): ) electron_chunks = np.array_split(individual_electrons, split_index) - #index_chunks = np.array_split(electron_index, split_index) n_chunks = len(electron_chunks) if n_chunks > 1: @@ -1038,18 +1033,4 @@ def find_electron_split_index(electrons, gaps, file_size_limit, min_gap_length, data_size_mb = 0 split_index.append(i) - return np.array(split_index)+1 - -def build_electron_index(individual_electrons, interactions_in_roi): - "Function to match the electrons to the correct interaction_in_roi" - - electrons_split = np.split(individual_electrons, np.cumsum(interactions_in_roi["n_electron_extracted"]))[:-1] - - index = [] - k = 0 - for element in electrons_split: - index.append(np.repeat(k, len(element))) - k+=1 - index = np.concatenate(index) - - return index \ No newline at end of file + return np.array(split_index)+1 \ No newline at end of file diff --git a/fuse/plugins/detector_physics/secondary_scintillation.py b/fuse/plugins/detector_physics/secondary_scintillation.py index 158b0498..ead526d2 100644 --- a/fuse/plugins/detector_physics/secondary_scintillation.py +++ b/fuse/plugins/detector_physics/secondary_scintillation.py @@ -231,7 +231,7 @@ def compute(self, interactions_in_roi, individual_electrons): sum_photons_per_interaction_reordered = [sum_photons_per_interaction[np.argwhere(unique_cluster_id == element)[0][0]] for element in interactions_in_roi["cluster_id"][mask]] result_sum_photons = np.zeros(len(interactions_in_roi), dtype = self.dtype[self.result_name_photons_sum]) - result_sum_photons["sum_s2_photons"][mask] = sum_photons_per_interaction + result_sum_photons["sum_s2_photons"][mask] = sum_photons_per_interaction_reordered result_sum_photons["time"] = interactions_in_roi["time"] result_sum_photons["endtime"]= interactions_in_roi["endtime"] From 077de4fc13c8d38e51281ca4c2a4a7e34792d7b2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Tue, 30 Jan 2024 06:04:03 -0600 Subject: [PATCH 23/63] Remove PhotoElectricElectrons --- .../photo_electric_electrons.py | 172 ------------------ 1 file changed, 172 deletions(-) delete mode 100644 fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py deleted file mode 100644 index 9c712539..00000000 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_electric_electrons.py +++ /dev/null @@ -1,172 +0,0 @@ -# Add instruction generation for photo electric electrons here -#Can be removed i think- we just want the photo ionization ones! - -import strax -import straxen -import numpy as np -import logging - -from ....common import FUSE_PLUGIN_TIMEOUT - -export, __all__ = strax.exporter() - -logging.basicConfig(handlers=[logging.StreamHandler()]) -log = logging.getLogger('fuse.detector_physics.delayed_electrons.photo_electric_electrons') - -@export -class PhotoElectricElectrons(strax.Plugin): - - __version__ = "0.0.1" - - #Try to build these ones from the SecondaryScintillation output first - # We are now having the number of photons of an interaction as input - # In WFSim the number of photons in a potentially merged S2 is used... - # The wfsim approach is more difficult to include in fuse at the moment... - depends_on = ("s2_photons_sum") - provides = "photo_electric_electrons" - data_kind = "interactions_in_roi" - - #dtype will be the same as the microphysics_summary - #We can probably import it from there - dtype = [('x', np.float32), - ('y', np.float32), - ('z', np.float32), - ('ed', np.float64), - ('nestid', np.int64), - ('A', np.int64), - ('Z', np.int64), - ('evtid', np.int64), - ('x_pri', np.float32), - ('y_pri', np.float32), - ('z_pri', np.float32), - ('xe_density', np.float32), - ('vol_id', np.int64), - ('create_S2', np.bool8), - ] - - dtype += [('e_field', np.int64), - ] - - dtype += [('photons', np.float64), - ('electrons', np.float64), - ('excitons', np.float64), - ] - - dtype = dtype + strax.time_fields - - #Forbid rechunking - rechunk_on_save = False - - save_when = strax.SaveWhen.TARGET - - input_timeout = FUSE_PLUGIN_TIMEOUT - - #Config options - debug = straxen.URLConfig( - default=False, type=bool,track=False, - help='Show debug informations', - ) - - deterministic_seed = straxen.URLConfig( - default=True, type=bool, - help='Set the random seed from lineage and run_id, or pull the seed from the OS.', - ) - - #Can we please rename them to something more self-explanatory? - # p for probability? - photoelectric_p = straxen.URLConfig( - type=(int, float), - help='photoelectric_p', - ) - - photoelectric_modifier = straxen.URLConfig( - type=(int, float), - help='photoelectric_modifier', - ) - - photoelectric_t_center = straxen.URLConfig( - type=(int, float), - help='photoelectric_t_center', - ) - - drift_time_gate = straxen.URLConfig( - type=(int, float), - help='drift_time_gate', - ) - - photoelectric_t_spread = straxen.URLConfig( - type=(int, float), - help='photoelectric_t_spread', - ) - - drift_time_gate = straxen.URLConfig( - type=(int, float), - help='drift_time_gate', - ) - - tpc_radius = straxen.URLConfig( - type=(int, float), - help='tpc_radius', - ) - - def setup(self): - - if self.debug: - log.setLevel('DEBUG') - log.debug("Running ElectronDrift in debug mode") - else: - log.setLevel('WARNING') - - if self.deterministic_seed: - hash_string = strax.deterministic_hash((self.run_id, self.lineage)) - seed = int(hash_string.encode().hex(), 16) - self.rng = np.random.default_rng(seed = seed) - log.debug(f"Generating random numbers from seed {seed}") - else: - self.rng = np.random.default_rng() - log.debug(f"Generating random numbers with seed pulled from OS") - - - def compute(self, interactions_in_roi): - - #Just apply this to clusters with S2 photons - mask = interactions_in_roi["sum_s2_photons"] > 0 - - #In WFSim the part is calculated separatley for each interaction - #We can do it vectorized! - n_delayed_electrons = self.rng.poisson( - interactions_in_roi[mask]["sum_s2_photons"] - * self.photoelectric_p - * self.photoelectric_modifier - ) - - #This will be converted to the z position of the individual electrons - time_delayed_electrons = np.clip( - self.rng.normal(loc=self.photoelectric_t_center+ self.drift_time_gate, - scale=self.photoelectric_t_spread, - size=np.sum(n_delayed_electrons)), - 0, None - ) - - #We need to add the time when the electrons are started - #We would usually using one of the propagated phton times - #For now let's just use the time of the interaction - #Fix this later when the other plugins are ready - time_zeros = interactions_in_roi[mask]["time"] + self.drift_time_gate - - result = np.zeros(len(time_delayed_electrons), dtype=self.dtype) - result['time'] = time_zeros - result['x'], result['y'] = ramdom_xy_position( - np.sum(n_delayed_electrons), - self.tpc_radius, - self.rng - ) - result['z'] = - time_delayed_electrons * self.config['drift_velocity_liquid'] - result['electrons'] = 1 - -def ramdom_xy_position(n, radius, rng): - """Generate random x and y positions for n electrons""" - r = np.sqrt(rng.uniform(0, radius*radius, n)) - angle = rng.uniform(-np.pi, np.pi, n) - - return r * np.cos(angle), r * np.sin(angle) \ No newline at end of file From 36a0830d83fd434d1ca6297b6926e99d0a7ff9b9 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Tue, 30 Jan 2024 06:04:22 -0600 Subject: [PATCH 24/63] Always save photo_ionization_electrons --- .../delayed_electrons/photo_ionization_electrons.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index d1e8e126..b2e4427c 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -27,7 +27,7 @@ class PhotoIonizationElectrons(strax.Plugin): #Forbid rechunking rechunk_on_save = False - save_when = strax.SaveWhen.TARGET + save_when = strax.SaveWhen.ALWAYS input_timeout = FUSE_PLUGIN_TIMEOUT From 30336b825197bc4317cef7a73ac2efd22f4d75be Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Tue, 30 Jan 2024 13:19:35 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zQHpE=hDI;WQ1%mA1jfok-oeu7xuB>1bsB>VwH7wisB&r|786@;%E%qUYRH0*h6@e* zWoX%<1W`1G1Me4GUw?4e`0@{SV#@^v*4vf&;b%tz{8R|fLvs(@yHE$)y79^j3yJv2 zxrLqM9Kh6%)V8;j0ZxsFRQd6NVJe*#y`37QQDd zZUW0sux-O@IHxZwwU>6y*J^bp(Oa*ixMo~Tt+aEPWyga8RMP&01v6!Ql#B@HSYg_^ zi2gNVfWXO}1^;d)4(!qjH}0bu@Ut$xcH&!_3O{dw{{fJKEVL2 zYx@uo0VXx$^@Jc9Y9JO8s=H7ZtomzlVv##&^sVko9hj&+6M!>nH1PKkdK$RJr)D?Ml2x7-ODT zN5+*0m8V@-%oDRANun@5d1x(@xwazWpCnBp4@{J^E3KH@OBLBac``RY)5E;(*8o@g zGjDjSrNms=;93>AH@n4;Nc%K>0w_|eON*H{Ad?;wwYn8KWv6F74mZ+CPtR5@a$lo)=H_P3*d{aG?0_N2CvLb7G3A=RJFLbM~DWTdudfHebZn~8DjoxIRd0?d~Ow}v9 zH_b*n7?^q)`Zvc4jIl-bk6LR9#aSlf8E1yPcILtHO_KGaFJgeL>u`as&*kcwe!|M3 ze@I$ Date: Tue, 30 Jan 2024 13:21:37 +0100 Subject: [PATCH 26/63] Small update to the readme --- README.md | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/README.md b/README.md index 39c6f0af..68448eec 100644 --- a/README.md +++ b/README.md @@ -4,16 +4,10 @@ fuse is the refactored version of the XENONnT simulation chain. The goal of this project is to unify epix and WFSim into a single program. fuse is based on the strax software so that the simulation steps are encoded in plugins with defined inputs and outputs. This allows for a flexible and modular simulation chain. -fuse is still in an alpha-stage, so expect bugs and changes in the future. - ## Installation -At the moment the intallation procedure is not very advanced. I would recommend to work on dali in e.g. the base environment and follow the steps below. - 1. Clone the fuse repository. -2. Clone the private_nt_aux_files repository to the same directory as you cloned fuse. -2. Install fuse using `pip install -e .` in the fuse directory. - +2. Install fuse using `pip install . --user` in the fuse directory. ## Plugin Structure From c53dfa66ecfea5cc00e7aa68759b5e97fab79341 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 1 Feb 2024 16:18:56 +0100 Subject: [PATCH 27/63] Update PI tests --- tests/test_FullChain_w_DelayedElectrons.py | 75 ++++++++++++++++------ 1 file changed, 54 insertions(+), 21 deletions(-) diff --git a/tests/test_FullChain_w_DelayedElectrons.py b/tests/test_FullChain_w_DelayedElectrons.py index e9469f7c..0a6dbc47 100644 --- a/tests/test_FullChain_w_DelayedElectrons.py +++ b/tests/test_FullChain_w_DelayedElectrons.py @@ -1,90 +1,123 @@ +import os +import shutil import unittest -import fuse import tempfile +import timeout_decorator +import fuse +import straxen +from _utils import test_root_file_name -from straxen import URLConfig +TIMEOUT = 240 class TestFullChainwDelayedElectrons(unittest.TestCase): @classmethod - def setUpClass(self): - - self.temp_dir = tempfile.TemporaryDirectory() - - url_string = 'simple_load://resource://format://fax_config_nt_sr0_v4.json?&fmt=json' - config = URLConfig.evaluate_dry(url_string) + def setUpClass(cls): - self.test_context = fuse.context.full_chain_w_photo_ionization_context( - self.temp_dir.name, - config = config, - ) + cls.temp_dir = tempfile.TemporaryDirectory() - self.test_context.set_config({"path": "/project2/lgrandi/xenonnt/simulations/testing", - "file_name": "pmt_neutrons_100.root", - "entry_stop": 3, + cls.test_context = fuse.context.full_chain_context(output_folder = cls.temp_dir.name) + + cls.test_context.set_config({"path": cls.temp_dir.name, + "file_name": test_root_file_name, + "entry_stop": 5, + "enable_delayed_electrons": True, + "photoionization_modifier": 0.001, }) - self.run_number = "TestRun_00000" + cls.run_number = "TestRun_00000" @classmethod - def tearDownClass(self): + def tearDownClass(cls): + + cls.temp_dir.cleanup() + + def setUp(self): + downloader = straxen.MongoDownloader(store_files_at=(self.temp_dir.name,)) + downloader.download_single(test_root_file_name, human_readable_file_name=True) - self.temp_dir.cleanup() + assert os.path.exists(os.path.join(self.temp_dir.name, test_root_file_name)) + + def tearDown(self): + + # self.temp_dir.cleanup() + shutil.rmtree(self.temp_dir.name) + os.makedirs(self.temp_dir.name) + @timeout_decorator.timeout(TIMEOUT, exception_message='S1PhotonHits timed out') def test_S1PhotonHits(self): self.test_context.make(self.run_number, "s1_photons") + @timeout_decorator.timeout(TIMEOUT, exception_message='S1PhotonPropagation timed out') def test_S1PhotonPropagation(self): self.test_context.make(self.run_number, "propagated_s1_photons") + @timeout_decorator.timeout(TIMEOUT, exception_message='ElectronDrift timed out') def test_ElectronDrift(self): self.test_context.make(self.run_number, "drifted_electrons") + @timeout_decorator.timeout(TIMEOUT, exception_message='ElectronExtraction timed out') def test_ElectronExtraction(self): self.test_context.make(self.run_number, "extracted_electrons") + @timeout_decorator.timeout(TIMEOUT, exception_message='ElectronTiming timed out') def test_ElectronTiming(self): self.test_context.make(self.run_number, "electron_time") + @timeout_decorator.timeout(TIMEOUT, exception_message='SecondaryScintillation timed out') def test_SecondaryScintillation(self): self.test_context.make(self.run_number, "s2_photons") - self.test_context.make(self.run_number, "s2_photons_sum") - + #self.test_context.make(self.run_number, "s2_photons_sum") + + @timeout_decorator.timeout(TIMEOUT, exception_message='PhotoIonizationElectrons timed out') def test_PhotoIonizationElectrons(self): self.test_context.make(self.run_number, "photo_ionization_electrons") + @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsDrift timed out') def test_DelayedElectronsDrift(self): self.test_context.make(self.run_number, "drifted_delayed_electrons") + @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsExtraction timed out') def test_DelayedElectronsExtraction(self): self.test_context.make(self.run_number, "extracted_delayed_electrons") + @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsTiming timed out') def test_DelayedElectronsTiming(self): self.test_context.make(self.run_number, "delayed_electrons_time") + @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsSecondaryScintillation timed out') def test_DelayedElectronsSecondaryScintillation(self): self.test_context.make(self.run_number, "delayed_electrons_s2_photons") - self.test_context.make(self.run_number, "delayed_electrons_s2_photons_sum") + #self.test_context.make(self.run_number, "delayed_electrons_s2_photons_sum") + @timeout_decorator.timeout(TIMEOUT, exception_message='S2PhotonPropagation timed out') def test_S2PhotonPropagation(self): self.test_context.make(self.run_number, "propagated_s2_photons") + @timeout_decorator.timeout(TIMEOUT, exception_message='PMTAfterPulses timed out') def test_PMTAfterPulses(self): self.test_context.make(self.run_number, "pmt_afterpulses") + @timeout_decorator.timeout(TIMEOUT, exception_message='PulseWindow timed out') + def test_PulseWindow(self): + + self.test_context.make(self.run_number, "pulse_windows") + #self.test_context.make(self.run_number, "pulse_ids") + + @timeout_decorator.timeout(TIMEOUT, exception_message='PMTResponseAndDAQ timed out') def test_PMTResponseAndDAQ(self): self.test_context.make(self.run_number, "raw_records") From 7c5b1d0d05d43b705ff64bd13d91061e3bc904a6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 1 Feb 2024 17:03:49 +0100 Subject: [PATCH 28/63] Use base plugin for delayed electrons --- .../delayed_electrons_merger.py | 20 +---------- .../photo_ionization_electrons.py | 35 ++----------------- 2 files changed, 3 insertions(+), 52 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py index 33eb0bcf..3a158cb5 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py @@ -16,9 +16,6 @@ class DriftedElectronsMerger(VerticalMergerPlugin): data_kind = 'interactions_in_roi' __version__ = '0.0.1' - #Forbid rechunking - rechunk_on_save = False - @export class ExtractedElectronsMerger(VerticalMergerPlugin): @@ -32,9 +29,6 @@ class ExtractedElectronsMerger(VerticalMergerPlugin): data_kind = 'interactions_in_roi' __version__ = '0.0.1' - #Forbid rechunking - rechunk_on_save = False - @export class SecondaryScintillationPhotonsMerger(VerticalMergerPlugin): """ @@ -47,9 +41,6 @@ class SecondaryScintillationPhotonsMerger(VerticalMergerPlugin): data_kind = 'individual_electrons' __version__ = '0.0.1' - #Forbid rechunking - rechunk_on_save = False - @export class SecondaryScintillationPhotonSumMerger(VerticalMergerPlugin): """ @@ -62,9 +53,6 @@ class SecondaryScintillationPhotonSumMerger(VerticalMergerPlugin): data_kind = 'interactions_in_roi' __version__ = '0.0.1' - #Forbid rechunking - rechunk_on_save = False - @export class ElectronTimingMerger(VerticalMergerPlugin): """ @@ -77,9 +65,6 @@ class ElectronTimingMerger(VerticalMergerPlugin): data_kind = 'individual_electrons' __version__ = '0.0.1' - #Forbid rechunking - rechunk_on_save = False - @export class MicrophysicsSummaryMerger(VerticalMergerPlugin): """ @@ -90,7 +75,4 @@ class MicrophysicsSummaryMerger(VerticalMergerPlugin): provides = 'merged_microphysics_summary' data_kind = 'interactions_in_roi' - __version__ = '0.0.1' - - #Forbid rechunking - rechunk_on_save = False \ No newline at end of file + __version__ = '0.0.1' \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index b2e4427c..678adb14 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -5,7 +5,7 @@ import numpy as np import logging -from ....common import FUSE_PLUGIN_TIMEOUT +from ....plugin import FuseBasePlugin export, __all__ = strax.exporter() @@ -13,7 +13,7 @@ log = logging.getLogger('fuse.detector_physics.delayed_electrons.photo_ionization_electrons') @export -class PhotoIonizationElectrons(strax.Plugin): +class PhotoIonizationElectrons(FuseBasePlugin): __version__ = "0.0.1" @@ -24,29 +24,15 @@ class PhotoIonizationElectrons(strax.Plugin): provides = "photo_ionization_electrons" data_kind = "delayed_interactions_in_roi" - #Forbid rechunking - rechunk_on_save = False - save_when = strax.SaveWhen.ALWAYS - input_timeout = FUSE_PLUGIN_TIMEOUT - #Config options - debug = straxen.URLConfig( - default=False, type=bool,track=False, - help='Show debug informations', - ) enable_delayed_electrons = straxen.URLConfig( default=False, type=bool, track=True, help='Decide if you want to to enable delayed electrons from photoionization', ) - deterministic_seed = straxen.URLConfig( - default=True, type=bool, - help='Set the random seed from lineage and run_id, or pull the seed from the OS.', - ) - #Move the filename to the config file delaytime_pmf_hist = straxen.URLConfig( help='delaytime_pmf_hist', @@ -89,23 +75,6 @@ class PhotoIonizationElectrons(strax.Plugin): help='Radius of the XENONnT TPC ', ) - def setup(self): - - if self.debug: - log.setLevel('DEBUG') - log.debug("Running PhotoIonizationElectrons in debug mode") - else: - log.setLevel('WARNING') - - if self.deterministic_seed: - hash_string = strax.deterministic_hash((self.run_id, self.lineage)) - seed = int(hash_string.encode().hex(), 16) - self.rng = np.random.default_rng(seed = seed) - log.debug(f"Generating random numbers from seed {seed}") - else: - self.rng = np.random.default_rng() - log.debug(f"Generating random numbers with seed pulled from OS") - def infer_dtype(self): #Thake the same dtype as microphysics_summary dtype = self.deps["s2_photons"].deps["microphysics_summary"].dtype From 40b1274ca97f2dd2530596b0370690f90387c37b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 8 Feb 2024 05:38:02 -0600 Subject: [PATCH 29/63] Scale the PI strength --- fuse/plugin.py | 4 +- .../photo_ionization_electrons.py | 44 ++++++++++++++++++- .../micro_physics/microphysics_summary.py | 5 ++- 3 files changed, 49 insertions(+), 4 deletions(-) diff --git a/fuse/plugin.py b/fuse/plugin.py index 5114bbed..4dbaf21c 100644 --- a/fuse/plugin.py +++ b/fuse/plugin.py @@ -12,8 +12,8 @@ class FuseBasePlugin(strax.Plugin): #Forbid rechunking rechunk_on_save = False - #Lets wait 10 minutes for the plugin to finish - input_timeout = 600 + #Lets wait 15 minutes for the plugin to finish.. PI takes a while to run + input_timeout = 900 #Config options debug = straxen.URLConfig( diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 678adb14..f899fd0c 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -66,6 +66,15 @@ class PhotoIonizationElectrons(FuseBasePlugin): help='Drift velocity of electrons in the liquid xenon', ) + drift_time_gate = straxen.URLConfig( + default = "take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=drift_time_gate", + type=(int, float), + cache=True, + help='Electron drift time from the gate in ns', + ) + tpc_radius = straxen.URLConfig( default = "take://resource://" "SIMULATION_CONFIG_FILE.json?&fmt=json" @@ -75,12 +84,45 @@ class PhotoIonizationElectrons(FuseBasePlugin): help='Radius of the XENONnT TPC ', ) + s2_secondary_sc_gain_mc = straxen.URLConfig( + default = "take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=s2_secondary_sc_gain", + type=(int, float), + cache=True, + help='Secondary scintillation gain', + ) + + # Is this the correct value? + p_double_pe_emision = straxen.URLConfig( + default = "take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=p_double_pe_emision", + type=(int, float), + cache=True, + help='Probability of double photo-electron emission', + ) + + electron_extraction_yield = straxen.URLConfig( + default = "take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=electron_extraction_yield", + type=(int, float), + cache=True, + help='Electron extraction yield', + ) + def infer_dtype(self): #Thake the same dtype as microphysics_summary dtype = self.deps["s2_photons"].deps["microphysics_summary"].dtype return dtype + def setup(self): + super().setup() + + self.photoionization_scaling = (self.s2_secondary_sc_gain_mc*self.electron_extraction_yield)/(1+self.p_double_pe_emision) + def compute(self, interactions_in_roi, individual_electrons): #Just apply this to clusters with S2 photons @@ -96,7 +138,7 @@ def compute(self, interactions_in_roi, individual_electrons): #We can do it vectorized! n_delayed_electrons = self.rng.poisson( interactions_in_roi[mask]["sum_s2_photons"] - * self.photoionization_modifier + * self.photoionization_modifier/self.photoionization_scaling ) electron_delay = get_random(self.delaytime_pmf_hist, self.rng, np.sum(n_delayed_electrons)) diff --git a/fuse/plugins/micro_physics/microphysics_summary.py b/fuse/plugins/micro_physics/microphysics_summary.py index 77993ac9..82c4dd9a 100644 --- a/fuse/plugins/micro_physics/microphysics_summary.py +++ b/fuse/plugins/micro_physics/microphysics_summary.py @@ -14,4 +14,7 @@ class MicroPhysicsSummary(strax.MergeOnlyPlugin): ] save_when = strax.SaveWhen.ALWAYS provides = 'microphysics_summary' - __version__ = '0.1.0' \ No newline at end of file + __version__ = '0.1.0' + + #Forbid rechunking + rechunk_on_save = False \ No newline at end of file From bfdea395f521d4a247f356fc80aa904154234fe2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 8 Feb 2024 09:53:53 -0600 Subject: [PATCH 30/63] Code speedup --- .../delayed_electrons/photo_ionization_electrons.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index f899fd0c..0a71cd2c 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -133,6 +133,7 @@ def compute(self, interactions_in_roi, individual_electrons): return np.zeros(0, self.dtype) electrons_per_interaction, unique_cluster_id = group_electrons_by_cluster_id(individual_electrons) + matching_index = np.searchsorted(unique_cluster_id, interactions_in_roi[mask]["cluster_id"]) #In WFSim the part is calculated separatley for each interaction #We can do it vectorized! @@ -151,7 +152,7 @@ def compute(self, interactions_in_roi, individual_electrons): delayed_electrons_per_interaction = [] for i in range(len(interactions_in_roi[mask])): - electrons_of_interaction = electrons_per_interaction[np.argwhere(interactions_in_roi[mask]["cluster_id"][i] == unique_cluster_id)[0][0]] + electrons_of_interaction = electrons_per_interaction[matching_index[i]] number_of_delayed_electrons = len(electron_delay[i]) time_zero.append(self.rng.choice(electrons_of_interaction["time"], size = number_of_delayed_electrons)) From c2f63254a4e6cae643a8d8332a718fbd6e9418c8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Wed, 14 Feb 2024 16:46:53 +0100 Subject: [PATCH 31/63] Bugfix --- .../delayed_electrons_secondary_scintillation.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py index 993366df..6566e8f3 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py @@ -28,8 +28,8 @@ class DelayedElectronsSecondaryScintillation(SecondaryScintillation): result_name_photons_sum : "delayed_interactions_in_roi" } - dtype_photons = [('n_s2_photons', np.int32),] + strax.time_fields - dtype_sum_photons = [('sum_s2_photons', np.int32),] + strax.time_fields + dtype_photons = [(("Number of photons produced by the extracted electron","n_s2_photons"), np.int32),] + strax.time_fields + dtype_sum_photons = [(("Sum of all photons produced by electrons originating from the same cluster", "sum_s2_photons"), np.int32),] + strax.time_fields dtype = dict() dtype[result_name_photons] = dtype_photons From 207ba89193d650c11bd979c5abc2372ec0a1d9e5 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Mon, 19 Feb 2024 13:31:14 +0100 Subject: [PATCH 32/63] Update find_cluster.py --- fuse/plugins/micro_physics/find_cluster.py | 9 +++++++-- 1 file changed, 7 insertions(+), 2 deletions(-) diff --git a/fuse/plugins/micro_physics/find_cluster.py b/fuse/plugins/micro_physics/find_cluster.py index 1205814d..6140fc60 100644 --- a/fuse/plugins/micro_physics/find_cluster.py +++ b/fuse/plugins/micro_physics/find_cluster.py @@ -20,7 +20,7 @@ class FindCluster(FuseBasePlugin): their proximity to each other in 3D space and time. The clustering is performed using a 1D temporal clustering algorithm followed by 3D DBSCAN spacial clustering.""" - __version__ = "0.2.0" + __version__ = "0.2.1" depends_on = ("geant4_interactions") @@ -32,6 +32,9 @@ class FindCluster(FuseBasePlugin): save_when = strax.SaveWhen.TARGET + #Not start at 0. 0 are set per default for contributing clusters so we want to avoid that + clusters_seen = 1 + #Config options micro_separation_time = straxen.URLConfig( default=10, type=(int, float), @@ -60,11 +63,13 @@ def compute(self, geant4_interactions): self.micro_separation_time) numpy_data = np.zeros(len(geant4_interactions), dtype=self.dtype) - numpy_data["cluster_ids"] = cluster_ids + 1 #Avoid 0 as cluster ID + numpy_data["cluster_ids"] = cluster_ids + self.clusters_seen numpy_data["time"] = geant4_interactions["time"] numpy_data["endtime"] = geant4_interactions["endtime"] + self.clusters_seen = np.max(numpy_data["cluster_ids"]) + 1 + return numpy_data @staticmethod From 19d71b296b93df2e6570130c527ee84851e8a05b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Mon, 19 Feb 2024 13:42:29 +0100 Subject: [PATCH 33/63] Update FindCluster.rst --- docs/source/plugins/micro_physics/FindCluster.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/plugins/micro_physics/FindCluster.rst b/docs/source/plugins/micro_physics/FindCluster.rst index 2363eef6..c9644317 100644 --- a/docs/source/plugins/micro_physics/FindCluster.rst +++ b/docs/source/plugins/micro_physics/FindCluster.rst @@ -19,7 +19,7 @@ Technical Details depends_on = ("geant4_interactions") provides = "cluster_index" data_kind = "geant4_interactions" - __version__ = "0.2.0" + __version__ = "0.2.1" Provided Columns From 2ae9e7383ea4998b38dcbfdca2b0f0610f6f7f79 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Mon, 19 Feb 2024 18:29:42 +0100 Subject: [PATCH 34/63] Add cluster_id --- examples/3_csv_input.ipynb | 2 ++ fuse/plugins/detector_physics/csv_input.py | 4 +++- tests/_utils.py | 1 + 3 files changed, 6 insertions(+), 1 deletion(-) diff --git a/examples/3_csv_input.ipynb b/examples/3_csv_input.ipynb index 62ca42db..be44e6c8 100644 --- a/examples/3_csv_input.ipynb +++ b/examples/3_csv_input.ipynb @@ -268,6 +268,8 @@ " df[\"t\"] = np.zeros(n)\n", "\n", " df[\"eventid\"] = np.arange(n)\n", + " df[\"cluster_ids\"] = np.arange(n)\n", + "\n", "\n", " return df" ] diff --git a/fuse/plugins/detector_physics/csv_input.py b/fuse/plugins/detector_physics/csv_input.py index f813fbaf..839c9367 100644 --- a/fuse/plugins/detector_physics/csv_input.py +++ b/fuse/plugins/detector_physics/csv_input.py @@ -38,6 +38,7 @@ class ChunkCsvInput(FuseBasePlugin): (("Electric field value at the cluster position [V/cm]", "e_field"), np.float16), (("Energy of the cluster [keV]", "ed"), np.float32), (("NEST interaction type", "nestid"), np.int8), + (("ID of the cluster", "cluster_id"), np.int32), (("Time of the interaction [ns]", "t"), np.int64), #Remove them later as they are not in the usual micropyhsics summary (("Geant4 event ID", "eventid"), np.int32),#Remove them later as they are not in the usual micropyhsics summary ] @@ -146,6 +147,7 @@ def __init__(self, (("Electric field value at the cluster position [V/cm]", "e_field"), np.float16), (("Energy of the cluster [keV]", "ed"), np.float32), (("NEST interaction type", "nestid"), np.int8), + (("ID of the cluster", "cluster_id"), np.int32), (("Time of the interaction", "t"), np.int64), #Remove them later as they are not in the usual micropyhsics summary (("Geant4 event ID", "eventid"), np.int32),#Remove them later as they are not in the usual micropyhsics summary ] @@ -154,7 +156,7 @@ def __init__(self, #the csv file needs to have these columns: self.columns = ["x", "y", "z", "photons", "electrons", "excitons", - "e_field", "ed", "nestid", "t", "eventid"] + "e_field", "ed", "nestid", "t", "eventid", "cluster_id"] def output_chunk(self): diff --git a/tests/_utils.py b/tests/_utils.py index ef30b37c..66d77976 100644 --- a/tests/_utils.py +++ b/tests/_utils.py @@ -26,5 +26,6 @@ def build_random_instructions(n): df["t"] = np.zeros(n) df["eventid"] = np.arange(n) + df["cluster_id"] = np.arange(n) return df \ No newline at end of file From bf51063d89a8fcd71ab1ea42a9002a386b5d1cc0 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Tue, 20 Feb 2024 02:10:13 -0600 Subject: [PATCH 35/63] Numba problems force me to go to float32 for electric field --- docs/source/plugins/detector_physics/ChunkCsvInput.rst | 2 +- docs/source/plugins/micro_physics/ElectricField.rst | 2 +- fuse/plugins/detector_physics/csv_input.py | 4 ++-- fuse/plugins/micro_physics/electric_field.py | 2 +- 4 files changed, 5 insertions(+), 5 deletions(-) diff --git a/docs/source/plugins/detector_physics/ChunkCsvInput.rst b/docs/source/plugins/detector_physics/ChunkCsvInput.rst index 73bdacc2..0e4fa6e6 100644 --- a/docs/source/plugins/detector_physics/ChunkCsvInput.rst +++ b/docs/source/plugins/detector_physics/ChunkCsvInput.rst @@ -54,7 +54,7 @@ Provided Columns - int32 - Number of excitons at interaction position. * - e_field - - float16 + - float32 - Electric field value at the cluster position [V/cm] * - ed - float32 diff --git a/docs/source/plugins/micro_physics/ElectricField.rst b/docs/source/plugins/micro_physics/ElectricField.rst index 5e6a8658..4d7beb03 100644 --- a/docs/source/plugins/micro_physics/ElectricField.rst +++ b/docs/source/plugins/micro_physics/ElectricField.rst @@ -37,7 +37,7 @@ Provided Columns - int64 - Endtime of the cluster [ns] (same as time) * - e_field - - float16 + - float32 - Electric field value at the cluster position [V/cm] Config Options diff --git a/fuse/plugins/detector_physics/csv_input.py b/fuse/plugins/detector_physics/csv_input.py index 839c9367..c3d3f586 100644 --- a/fuse/plugins/detector_physics/csv_input.py +++ b/fuse/plugins/detector_physics/csv_input.py @@ -35,7 +35,7 @@ class ChunkCsvInput(FuseBasePlugin): (("Number of photons at interaction position.", "photons"), np.int32), (("Number of electrons at interaction position.", "electrons"), np.int32), (("Number of excitons at interaction position.", "excitons"), np.int32), - (("Electric field value at the cluster position [V/cm]", "e_field"), np.float16), + (("Electric field value at the cluster position [V/cm]", "e_field"), np.float32), (("Energy of the cluster [keV]", "ed"), np.float32), (("NEST interaction type", "nestid"), np.int8), (("ID of the cluster", "cluster_id"), np.int32), @@ -144,7 +144,7 @@ def __init__(self, (("Number of photons at interaction position.", "photons"), np.int32), (("Number of electrons at interaction position.", "electrons"), np.int32), (("Number of excitons at interaction position.", "excitons"), np.int32), - (("Electric field value at the cluster position [V/cm]", "e_field"), np.float16), + (("Electric field value at the cluster position [V/cm]", "e_field"), np.float32), (("Energy of the cluster [keV]", "ed"), np.float32), (("NEST interaction type", "nestid"), np.int8), (("ID of the cluster", "cluster_id"), np.int32), diff --git a/fuse/plugins/micro_physics/electric_field.py b/fuse/plugins/micro_physics/electric_field.py index 684bd81a..8cc19889 100644 --- a/fuse/plugins/micro_physics/electric_field.py +++ b/fuse/plugins/micro_physics/electric_field.py @@ -25,7 +25,7 @@ class ElectricField(FuseBasePlugin): save_when = strax.SaveWhen.TARGET dtype = [ - (("Electric field value at the cluster position [V/cm]", "e_field"), np.float16), + (("Electric field value at the cluster position [V/cm]", "e_field"), np.float32), *strax.time_fields ] From 672ac8b6592bfcff2a4e31d51da73c0f9feb0d9c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Tue, 20 Feb 2024 02:49:35 -0600 Subject: [PATCH 36/63] Rename t to time --- .../plugins/detector_physics/ChunkCsvInput.rst | 5 +---- examples/3_csv_input.ipynb | 18 +++--------------- fuse/plugins/detector_physics/csv_input.py | 11 ++++------- tests/_utils.py | 2 +- 4 files changed, 9 insertions(+), 27 deletions(-) diff --git a/docs/source/plugins/detector_physics/ChunkCsvInput.rst b/docs/source/plugins/detector_physics/ChunkCsvInput.rst index 0e4fa6e6..92a3d73b 100644 --- a/docs/source/plugins/detector_physics/ChunkCsvInput.rst +++ b/docs/source/plugins/detector_physics/ChunkCsvInput.rst @@ -16,7 +16,7 @@ Technical Details depends_on = () provides = "microphysics_summary" data_kind = "interactions_in_roi" - __version__ = "0.2.0" + __version__ = "0.2.1" Provided Columns @@ -62,9 +62,6 @@ Provided Columns * - nestid - int8 - NEST interaction type - * - t - - int64 - - Time of the interaction [ns] * - evtid - int32 - Geant4 event ID diff --git a/examples/3_csv_input.ipynb b/examples/3_csv_input.ipynb index be44e6c8..d0b81c4c 100644 --- a/examples/3_csv_input.ipynb +++ b/examples/3_csv_input.ipynb @@ -265,7 +265,7 @@ "\n", " #just set the time with respect to the start of the event\n", " #The events will be distributed in time by fuse\n", - " df[\"t\"] = np.zeros(n)\n", + " df[\"time\"] = np.zeros(n)\n", "\n", " df[\"eventid\"] = np.arange(n)\n", " df[\"cluster_ids\"] = np.arange(n)\n", @@ -356,21 +356,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:XENONnT_development] *", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "conda-env-XENONnT_development-py" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.18" + "name": "python3" }, "orig_nbformat": 4 }, diff --git a/fuse/plugins/detector_physics/csv_input.py b/fuse/plugins/detector_physics/csv_input.py index c3d3f586..785eaafc 100644 --- a/fuse/plugins/detector_physics/csv_input.py +++ b/fuse/plugins/detector_physics/csv_input.py @@ -19,7 +19,7 @@ class ChunkCsvInput(FuseBasePlugin): Plugin which reads a CSV file containing instructions for the detector physics simulation and returns the data in chunks """ - __version__ = "0.2.0" + __version__ = "0.2.1" depends_on = tuple() provides = "microphysics_summary" @@ -39,7 +39,6 @@ class ChunkCsvInput(FuseBasePlugin): (("Energy of the cluster [keV]", "ed"), np.float32), (("NEST interaction type", "nestid"), np.int8), (("ID of the cluster", "cluster_id"), np.int32), - (("Time of the interaction [ns]", "t"), np.int64), #Remove them later as they are not in the usual micropyhsics summary (("Geant4 event ID", "eventid"), np.int32),#Remove them later as they are not in the usual micropyhsics summary ] dtype = dtype + strax.time_fields @@ -148,7 +147,6 @@ def __init__(self, (("Energy of the cluster [keV]", "ed"), np.float32), (("NEST interaction type", "nestid"), np.int8), (("ID of the cluster", "cluster_id"), np.int32), - (("Time of the interaction", "t"), np.int64), #Remove them later as they are not in the usual micropyhsics summary (("Geant4 event ID", "eventid"), np.int32),#Remove them later as they are not in the usual micropyhsics summary ] self.dtype = self.dtype + strax.time_fields @@ -156,7 +154,7 @@ def __init__(self, #the csv file needs to have these columns: self.columns = ["x", "y", "z", "photons", "electrons", "excitons", - "e_field", "ed", "nestid", "t", "eventid", "cluster_id"] + "e_field", "ed", "nestid", "time", "eventid", "cluster_id"] def output_chunk(self): @@ -173,9 +171,9 @@ def output_chunk(self): structure = np.unique(instructions["eventid"], return_counts = True)[1] interaction_time = np.repeat(event_times[:len(structure)], structure) - instructions["time"] = interaction_time + instructions["t"] + instructions["time"] = interaction_time + instructions["time"] elif self.event_rate == 0: - instructions["time"] = instructions["t"] + instructions["time"] = instructions["time"] log.debug("Using event times from provided input file.") else: raise ValueError("Source rate cannot be negative!") @@ -229,4 +227,3 @@ def __load_csv_file(self): instructions[column] = df[column] return instructions, n_simulated_events - diff --git a/tests/_utils.py b/tests/_utils.py index 66d77976..1b66cf8b 100644 --- a/tests/_utils.py +++ b/tests/_utils.py @@ -23,7 +23,7 @@ def build_random_instructions(n): #just set the time with respect to the start of the event #The events will be distributed in time by fuse - df["t"] = np.zeros(n) + df["time"] = np.zeros(n) df["eventid"] = np.arange(n) df["cluster_id"] = np.arange(n) From 335b94a277dee504bd10fdec013bb1d2fa7706cb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Tue, 20 Feb 2024 02:52:28 -0600 Subject: [PATCH 37/63] Missing field rename --- examples/3_csv_input.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/examples/3_csv_input.ipynb b/examples/3_csv_input.ipynb index d0b81c4c..9b72b3a4 100644 --- a/examples/3_csv_input.ipynb +++ b/examples/3_csv_input.ipynb @@ -227,7 +227,7 @@ "- `x`: the x position of the interaction\n", "- `y`: the y position of the interaction\n", "- `z`: the z position of the interaction\n", - "- `t`: the time of the interaction\n", + "- `time`: the time of the interaction\n", "- `photons`: the number of photons produced in the interaction\n", "- `electrons`: the number of electrons produced in the interaction\n", "- `e_field`: the electric field at the interaction position\n", From 8a0322bd9fc6c00cd634ac07868cb6cd2aa7608f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 22 Feb 2024 07:24:01 -0600 Subject: [PATCH 38/63] Get PI from xedocs --- fuse/context.py | 3 +++ .../delayed_electrons/photo_ionization_electrons.py | 4 +--- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/fuse/context.py b/fuse/context.py index b1aa6b7e..b287cd4a 100644 --- a/fuse/context.py +++ b/fuse/context.py @@ -156,6 +156,9 @@ def set_simulation_config_file(context, config_file_name): if isinstance(option.default, str) and "SIMULATION_CONFIG_FILE.json" in option.default: context.config[option_key] = option.default.replace("SIMULATION_CONFIG_FILE.json", config_file_name) + #Special case for the photoionization_modifier + if option_key == "photoionization_modifier": + context.config[option_key] = option.default @URLConfig.register('pattern_map') def pattern_map(map_data, pmt_mask, method='WeightedNearestNeighbors'): diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 0a71cd2c..3638dc1f 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -40,9 +40,7 @@ class PhotoIonizationElectrons(FuseBasePlugin): ) photoionization_modifier = straxen.URLConfig( - default = "take://resource://" - "SIMULATION_CONFIG_FILE.json?&fmt=json" - "&take=photoionization_modifier", + default = "xedocs://photoionization_strengths?version=v2&run_id=plugin.run_id&attr=value", type=(int, float), cache=True, help='Photoionization modifier', From 3b0d74f1b4d616fbb2c20149fb4c7c181137e170 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Wed, 6 Mar 2024 07:27:27 -0600 Subject: [PATCH 39/63] Test Bugfixing --- tests/test_FullChain_w_DelayedElectrons.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/tests/test_FullChain_w_DelayedElectrons.py b/tests/test_FullChain_w_DelayedElectrons.py index 0a6dbc47..8a5f5732 100644 --- a/tests/test_FullChain_w_DelayedElectrons.py +++ b/tests/test_FullChain_w_DelayedElectrons.py @@ -16,13 +16,15 @@ def setUpClass(cls): cls.temp_dir = tempfile.TemporaryDirectory() - cls.test_context = fuse.context.full_chain_context(output_folder = cls.temp_dir.name) + cls.test_context = fuse.context.full_chain_context(output_folder = cls.temp_dir.name, + run_without_proper_corrections = True + ) cls.test_context.set_config({"path": cls.temp_dir.name, "file_name": test_root_file_name, "entry_stop": 5, "enable_delayed_electrons": True, - "photoionization_modifier": 0.001, + "photoionization_modifier": 0.01, }) cls.run_number = "TestRun_00000" From d3022f4e576e373804a19ad3b4f316edd305a181 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 7 Mar 2024 07:31:55 -0600 Subject: [PATCH 40/63] Fix cluster id for delayed electrons --- .../delayed_electrons/photo_ionization_electrons.py | 10 ++++++++-- 1 file changed, 8 insertions(+), 2 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 3638dc1f..949189c0 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -26,6 +26,9 @@ class PhotoIonizationElectrons(FuseBasePlugin): save_when = strax.SaveWhen.ALWAYS + #Not start at 0. 0 are set per default for contributing clusters so we want to avoid that + delayed_cluster_index = -1 + #Config options enable_delayed_electrons = straxen.URLConfig( @@ -171,8 +174,11 @@ def compute(self, interactions_in_roi, individual_electrons): ) result['z'] = - electron_delay * self.drift_velocity_liquid result['electrons'] = [1]*n_instruction - #result['cluster_id'] = np.repeat(interactions_in_roi[mask]["cluster_id"], delayed_electrons_per_interaction) - result['cluster_id'] = np.arange(len(result)) * -1 - 1 #Lets try to use negative cluster ids for delayed electrons... + + result["cluster_id"] = self.delayed_cluster_index - np.arange(n_instruction) - 1 + self.delayed_cluster_index = np.min(result["cluster_id"]) + + #result['cluster_id'] = np.arange(len(result)) * -1 - 1 #Lets try to use negative cluster ids for delayed electrons... return strax.sort_by_time(result) From a6b653ce067e6d307ef583a8c65cf11cb1711857 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 7 Mar 2024 07:32:35 -0600 Subject: [PATCH 41/63] Add empty s1 photon hits for delayed electrons (needed for truth) --- fuse/context.py | 3 +- .../delayed_electrons/__init__.py | 5 +++- .../delayed_electrons_merger.py | 12 ++++++++ .../delayed_electrons_s1photonhits.py | 28 +++++++++++++++++++ 4 files changed, 46 insertions(+), 2 deletions(-) create mode 100644 fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py diff --git a/fuse/context.py b/fuse/context.py index a394454c..c0bfe85a 100644 --- a/fuse/context.py +++ b/fuse/context.py @@ -39,7 +39,7 @@ fuse.detector_physics.delayed_electrons.DelayedElectronsExtraction, fuse.detector_physics.delayed_electrons.DelayedElectronsTiming, fuse.detector_physics.delayed_electrons.DelayedElectronsSecondaryScintillation, - fuse.detector_physics.delayed_electrons.DelayedElectronsDrift, + fuse.detector_physics.delayed_electrons.S1PhotonHitsEmpty, ] #Plugins to merge delayed and regular electrons @@ -49,6 +49,7 @@ fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonsMerger, fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonSumMerger, fuse.detector_physics.delayed_electrons.MicrophysicsSummaryMerger, + fuse.detector_physics.delayed_electrons.S1PhotonHitsMerger, ] #Plugins to simulate PMTs and DAQ diff --git a/fuse/plugins/detector_physics/delayed_electrons/__init__.py b/fuse/plugins/detector_physics/delayed_electrons/__init__.py index fd2de716..202b9d9d 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/__init__.py +++ b/fuse/plugins/detector_physics/delayed_electrons/__init__.py @@ -14,4 +14,7 @@ from .photo_ionization_electrons import * from . import delayed_electrons_merger -from .delayed_electrons_merger import * \ No newline at end of file +from .delayed_electrons_merger import * + +from . import delayed_electrons_s1photonhits +from .delayed_electrons_s1photonhits import * \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py index 3a158cb5..95d80b9b 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py @@ -75,4 +75,16 @@ class MicrophysicsSummaryMerger(VerticalMergerPlugin): provides = 'merged_microphysics_summary' data_kind = 'interactions_in_roi' + __version__ = '0.0.1' + +@export +class S1PhotonHitsMerger(VerticalMergerPlugin): + """ + Plugin which concatenates the output of the regular and delayed s1 photon hits plugins + """ + + depends_on = ("s1_photons", "delayed_s1_photons") + + provides = 'merged_s1_photons' + data_kind = 'interactions_in_roi' __version__ = '0.0.1' \ No newline at end of file diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py new file mode 100644 index 00000000..3c636f5b --- /dev/null +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py @@ -0,0 +1,28 @@ +import strax +import straxen +import logging +import numpy as np + +export, __all__ = strax.exporter() + +from ....plugin import FuseBasePlugin + +@export +class S1PhotonHitsEmpty(FuseBasePlugin): + """Plugin to return zeros for all S1 photon hits of delayed electrons""" + + __version__ = "0.0.1" + + depends_on = ("photo_ionization_electrons") + provides = "delayed_s1_photons" + data_kind = "delayed_interactions_in_roi" + + dtype = [(("Number detected S1 photons", "n_s1_photon_hits"), np.int32), + ] + dtype = dtype + strax.time_fields + + def compute(self,delayed_interactions_in_roi ): + result = np.zeros(len(delayed_interactions_in_roi), dtype=self.dtype) + result["time"] = delayed_interactions_in_roi["time"] + result["endtime"] = delayed_interactions_in_roi["endtime"] + return result \ No newline at end of file From ae3e18d00c1fdef66441de13ac6cb0870e0433ad Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 7 Mar 2024 07:32:52 -0600 Subject: [PATCH 42/63] update PeakTruth --- fuse/plugins/truth_information/peak_truth.py | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/fuse/plugins/truth_information/peak_truth.py b/fuse/plugins/truth_information/peak_truth.py index 37fc3880..9679f422 100644 --- a/fuse/plugins/truth_information/peak_truth.py +++ b/fuse/plugins/truth_information/peak_truth.py @@ -9,9 +9,9 @@ @export class PeakTruth(strax.OverlapWindowPlugin): - __version__ = "0.0.3" + __version__ = "0.1.0" - depends_on = ("photon_summary", "peak_basics", "microphysics_summary", "s1_photons", "s2_photons_sum", "drifted_electrons") + depends_on = ("photon_summary", "peak_basics", "merged_microphysics_summary", "merged_s1_photons", "merged_s2_photons_sum", "merged_drifted_electrons") provides = "peak_truth" data_kind = "peaks" @@ -22,6 +22,7 @@ class PeakTruth(strax.OverlapWindowPlugin): ('observable_energy_truth', np.float32), ('number_of_contributing_clusters_s1', np.int16), ('number_of_contributing_clusters_s2', np.int16), + ('number_of_contributing_delayed_electrons', np.int16), ('average_x_of_contributing_clusters', np.float32), ('average_y_of_contributing_clusters', np.float32), ('average_z_of_contributing_clusters', np.float32), @@ -124,11 +125,12 @@ def compute(self,interactions_in_roi, propagated_photons, peaks): unique_contributing_clusters, photons_per_cluster = np.unique(photons_in_peaks[i][photon_cut]["cluster_id"], return_counts=True) if photon_type == "s1": - result['number_of_contributing_clusters_s1'][i] = np.sum(unique_contributing_clusters > 0) + result['number_of_contributing_clusters_s1'][i] = np.sum(unique_contributing_clusters != 0) contributing_clusters_s1 = _get_cluster_information(interactions_in_roi, unique_contributing_clusters) photons_per_cluster_s1 = photons_per_cluster elif photon_type == "s2": result['number_of_contributing_clusters_s2'][i] = np.sum(unique_contributing_clusters > 0) + result['number_of_contributing_delayed_electrons'][i] = np.sum(unique_contributing_clusters < 0) contributing_clusters_s2 = _get_cluster_information(interactions_in_roi, unique_contributing_clusters) photons_per_cluster_s2 = photons_per_cluster From ddf8f0193070953ba3b85d71017cc19639527f4e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 7 Mar 2024 07:33:21 -0600 Subject: [PATCH 43/63] Add test for delayed_s1_photons --- tests/test_FullChain_w_DelayedElectrons.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/tests/test_FullChain_w_DelayedElectrons.py b/tests/test_FullChain_w_DelayedElectrons.py index 8a5f5732..83bcc55b 100644 --- a/tests/test_FullChain_w_DelayedElectrons.py +++ b/tests/test_FullChain_w_DelayedElectrons.py @@ -103,6 +103,11 @@ def test_DelayedElectronsSecondaryScintillation(self): self.test_context.make(self.run_number, "delayed_electrons_s2_photons") #self.test_context.make(self.run_number, "delayed_electrons_s2_photons_sum") + @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsS1PhotonHitsEmpty timed out') + def test_DelayedElectronsS1PhotonHitsEmpty(self): + + self.test_context.make(self.run_number, "delayed_s1_photons") + @timeout_decorator.timeout(TIMEOUT, exception_message='S2PhotonPropagation timed out') def test_S2PhotonPropagation(self): From 72e9a0d008c6ebb2949e12d1974a59fbac9bf8d3 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 7 Mar 2024 07:57:18 -0600 Subject: [PATCH 44/63] revert some messed up changes --- docs/source/plugins/detector_physics/ChunkCsvInput.rst | 5 ++++- fuse/plugins/detector_physics/csv_input.py | 7 ++++--- tests/_utils.py | 2 +- 3 files changed, 9 insertions(+), 5 deletions(-) diff --git a/docs/source/plugins/detector_physics/ChunkCsvInput.rst b/docs/source/plugins/detector_physics/ChunkCsvInput.rst index 92a3d73b..0e4fa6e6 100644 --- a/docs/source/plugins/detector_physics/ChunkCsvInput.rst +++ b/docs/source/plugins/detector_physics/ChunkCsvInput.rst @@ -16,7 +16,7 @@ Technical Details depends_on = () provides = "microphysics_summary" data_kind = "interactions_in_roi" - __version__ = "0.2.1" + __version__ = "0.2.0" Provided Columns @@ -62,6 +62,9 @@ Provided Columns * - nestid - int8 - NEST interaction type + * - t + - int64 + - Time of the interaction [ns] * - evtid - int32 - Geant4 event ID diff --git a/fuse/plugins/detector_physics/csv_input.py b/fuse/plugins/detector_physics/csv_input.py index 03b2580c..c3d3f586 100644 --- a/fuse/plugins/detector_physics/csv_input.py +++ b/fuse/plugins/detector_physics/csv_input.py @@ -19,7 +19,7 @@ class ChunkCsvInput(FuseBasePlugin): Plugin which reads a CSV file containing instructions for the detector physics simulation and returns the data in chunks """ - __version__ = "0.2.1" + __version__ = "0.2.0" depends_on = tuple() provides = "microphysics_summary" @@ -173,9 +173,9 @@ def output_chunk(self): structure = np.unique(instructions["eventid"], return_counts = True)[1] interaction_time = np.repeat(event_times[:len(structure)], structure) - instructions["time"] = interaction_time + instructions["time"] + instructions["time"] = interaction_time + instructions["t"] elif self.event_rate == 0: - instructions["time"] = instructions["time"] + instructions["time"] = instructions["t"] log.debug("Using event times from provided input file.") else: raise ValueError("Source rate cannot be negative!") @@ -229,3 +229,4 @@ def __load_csv_file(self): instructions[column] = df[column] return instructions, n_simulated_events + diff --git a/tests/_utils.py b/tests/_utils.py index 1b66cf8b..66d77976 100644 --- a/tests/_utils.py +++ b/tests/_utils.py @@ -23,7 +23,7 @@ def build_random_instructions(n): #just set the time with respect to the start of the event #The events will be distributed in time by fuse - df["time"] = np.zeros(n) + df["t"] = np.zeros(n) df["eventid"] = np.arange(n) df["cluster_id"] = np.arange(n) From 0d82568b21294a025e91975b74af3978fff12b26 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Thu, 7 Mar 2024 08:00:37 -0600 Subject: [PATCH 45/63] follow up on the last commit --- examples/3_csv_input.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/examples/3_csv_input.ipynb b/examples/3_csv_input.ipynb index ee438abb..8072e588 100644 --- a/examples/3_csv_input.ipynb +++ b/examples/3_csv_input.ipynb @@ -230,7 +230,7 @@ "- `x`: the x position of the interaction\n", "- `y`: the y position of the interaction\n", "- `z`: the z position of the interaction\n", - "- `time`: the time of the interaction\n", + "- `t`: the time of the interaction\n", "- `photons`: the number of photons produced in the interaction\n", "- `electrons`: the number of electrons produced in the interaction\n", "- `e_field`: the electric field at the interaction position\n", @@ -269,7 +269,7 @@ "\n", " #just set the time with respect to the start of the event\n", " #The events will be distributed in time by fuse\n", - " df[\"time\"] = np.zeros(n)\n", + " df[\"t\"] = np.zeros(n)\n", "\n", " df[\"eventid\"] = np.arange(n)\n", " df[\"cluster_id\"] = np.arange(n)+1\n", From a174e97b918d00e3e853f95ff3356d3c50ed1b65 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 15 Mar 2024 08:02:44 +0000 Subject: [PATCH 46/63] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- fuse/context.py | 52 +++--- fuse/plugin.py | 2 +- fuse/plugins/detector_physics/__init__.py | 2 +- .../delayed_electrons/__init__.py | 2 +- .../delayed_electrons_drift.py | 15 +- .../delayed_electrons_extraction.py | 16 +- .../delayed_electrons_merger.py | 111 ++++++------ .../delayed_electrons_s1photonhits.py | 14 +- ...layed_electrons_secondary_scintillation.py | 56 ++++-- .../delayed_electrons_timing.py | 19 +- .../photo_ionization_electrons.py | 169 ++++++++++-------- .../detector_physics/s2_photon_propagation.py | 17 +- .../plugins/micro_physics/detector_volumes.py | 2 +- fuse/plugins/micro_physics/merge_cluster.py | 4 +- fuse/plugins/truth_information/peak_truth.py | 62 ++++--- tests/test_FullChain_w_DelayedElectrons.py | 77 ++++---- 16 files changed, 350 insertions(+), 270 deletions(-) diff --git a/fuse/context.py b/fuse/context.py index fd00a014..35181360 100644 --- a/fuse/context.py +++ b/fuse/context.py @@ -40,24 +40,26 @@ fuse.detector_physics.S2PhotonPropagation, ] -#Plugins to simulate delayed electrons -delayed_electron_simulation_plugins = [fuse.detector_physics.delayed_electrons.PhotoIonizationElectrons, - fuse.detector_physics.delayed_electrons.DelayedElectronsDrift, - fuse.detector_physics.delayed_electrons.DelayedElectronsExtraction, - fuse.detector_physics.delayed_electrons.DelayedElectronsTiming, - fuse.detector_physics.delayed_electrons.DelayedElectronsSecondaryScintillation, - fuse.detector_physics.delayed_electrons.S1PhotonHitsEmpty, - ] - -#Plugins to merge delayed and regular electrons -delayed_electron_merger_plugins = [fuse.detector_physics.delayed_electrons.DriftedElectronsMerger, - fuse.detector_physics.delayed_electrons.ExtractedElectronsMerger, - fuse.detector_physics.delayed_electrons.ElectronTimingMerger, - fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonsMerger, - fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonSumMerger, - fuse.detector_physics.delayed_electrons.MicrophysicsSummaryMerger, - fuse.detector_physics.delayed_electrons.S1PhotonHitsMerger, - ] +# Plugins to simulate delayed electrons +delayed_electron_simulation_plugins = [ + fuse.detector_physics.delayed_electrons.PhotoIonizationElectrons, + fuse.detector_physics.delayed_electrons.DelayedElectronsDrift, + fuse.detector_physics.delayed_electrons.DelayedElectronsExtraction, + fuse.detector_physics.delayed_electrons.DelayedElectronsTiming, + fuse.detector_physics.delayed_electrons.DelayedElectronsSecondaryScintillation, + fuse.detector_physics.delayed_electrons.S1PhotonHitsEmpty, +] + +# Plugins to merge delayed and regular electrons +delayed_electron_merger_plugins = [ + fuse.detector_physics.delayed_electrons.DriftedElectronsMerger, + fuse.detector_physics.delayed_electrons.ExtractedElectronsMerger, + fuse.detector_physics.delayed_electrons.ElectronTimingMerger, + fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonsMerger, + fuse.detector_physics.delayed_electrons.SecondaryScintillationPhotonSumMerger, + fuse.detector_physics.delayed_electrons.MicrophysicsSummaryMerger, + fuse.detector_physics.delayed_electrons.S1PhotonHitsMerger, +] # Plugins to simulate PMTs and DAQ pmt_and_daq_plugins = [ @@ -153,15 +155,15 @@ def full_chain_context( for plugin in s2_simulation_plugins: st.register(plugin) - #Register delayed Electrons plugins + # Register delayed Electrons plugins for plugin in delayed_electron_simulation_plugins: st.register(plugin) - #Register merger plugins. + # Register merger plugins. for plugin in delayed_electron_merger_plugins: st.register(plugin) - #Register PMT and DAQ plugins + # Register PMT and DAQ plugins for plugin in pmt_and_daq_plugins: st.register(plugin) @@ -205,9 +207,11 @@ def set_simulation_config_file(context, config_file_name): for data_type, plugin in context._plugin_class_registry.items(): for option_key, option in plugin.takes_config.items(): if isinstance(option.default, str) and "SIMULATION_CONFIG_FILE.json" in option.default: - context.config[option_key] = option.default.replace("SIMULATION_CONFIG_FILE.json", config_file_name) - - #Special case for the photoionization_modifier + context.config[option_key] = option.default.replace( + "SIMULATION_CONFIG_FILE.json", config_file_name + ) + + # Special case for the photoionization_modifier if option_key == "photoionization_modifier": context.config[option_key] = option.default diff --git a/fuse/plugin.py b/fuse/plugin.py index 577f2fdd..87b63bbd 100644 --- a/fuse/plugin.py +++ b/fuse/plugin.py @@ -12,7 +12,7 @@ class FuseBasePlugin(strax.Plugin): # Forbid rechunking rechunk_on_save = False - #Lets wait 15 minutes for the plugin to finish.. PI takes a while to run + # Lets wait 15 minutes for the plugin to finish.. PI takes a while to run input_timeout = 900 # Config options diff --git a/fuse/plugins/detector_physics/__init__.py b/fuse/plugins/detector_physics/__init__.py index fbdbf4d2..5b2e8528 100644 --- a/fuse/plugins/detector_physics/__init__.py +++ b/fuse/plugins/detector_physics/__init__.py @@ -23,4 +23,4 @@ from .csv_input import * from . import delayed_electrons -from .delayed_electrons import * \ No newline at end of file +from .delayed_electrons import * diff --git a/fuse/plugins/detector_physics/delayed_electrons/__init__.py b/fuse/plugins/detector_physics/delayed_electrons/__init__.py index 202b9d9d..2aebffd1 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/__init__.py +++ b/fuse/plugins/detector_physics/delayed_electrons/__init__.py @@ -17,4 +17,4 @@ from .delayed_electrons_merger import * from . import delayed_electrons_s1photonhits -from .delayed_electrons_s1photonhits import * \ No newline at end of file +from .delayed_electrons_s1photonhits import * diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py index c290c207..af30f7cb 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py @@ -5,20 +5,21 @@ export, __all__ = strax.exporter() logging.basicConfig(handlers=[logging.StreamHandler()]) -log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_drift') +log = logging.getLogger("fuse.detector_physics.delayed_electrons.delayed_electrons_drift") + @export class DelayedElectronsDrift(ElectronDrift): - """ - This class is used to simulate the drift of electrons from the sources of electron afterpulses. - """ + """This class is used to simulate the drift of electrons from the sources + of electron afterpulses.""" + __version__ = "0.0.1" - + child_plugin = True - depends_on = ('photo_ionization_electrons',) + depends_on = ("photo_ionization_electrons",) provides = "drifted_delayed_electrons" data_kind = "delayed_interactions_in_roi" def compute(self, delayed_interactions_in_roi): - return super().compute(interactions_in_roi=delayed_interactions_in_roi) \ No newline at end of file + return super().compute(interactions_in_roi=delayed_interactions_in_roi) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py index 3840f977..5cc54a86 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_extraction.py @@ -5,19 +5,21 @@ export, __all__ = strax.exporter() logging.basicConfig(handlers=[logging.StreamHandler()]) -log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_extraction') +log = logging.getLogger("fuse.detector_physics.delayed_electrons.delayed_electrons_extraction") + + @export class DelayedElectronsExtraction(ElectronExtraction): - """ - This class is used to simulate the extraction of electrons from the sources of electron afterpulses. - """ + """This class is used to simulate the extraction of electrons from the + sources of electron afterpulses.""" + __version__ = "0.0.1" - + child_plugin = True - depends_on = ('photo_ionization_electrons','drifted_delayed_electrons') + depends_on = ("photo_ionization_electrons", "drifted_delayed_electrons") provides = "extracted_delayed_electrons" data_kind = "delayed_interactions_in_roi" def compute(self, delayed_interactions_in_roi): - return super().compute(interactions_in_roi=delayed_interactions_in_roi) \ No newline at end of file + return super().compute(interactions_in_roi=delayed_interactions_in_roi) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py index 95d80b9b..c5dba3aa 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_merger.py @@ -4,87 +4,86 @@ export, __all__ = strax.exporter() + @export class DriftedElectronsMerger(VerticalMergerPlugin): - """ - Plugin which concatenates the output of the regular and delayed electron drift plugins - """ - + """Plugin which concatenates the output of the regular and delayed electron + drift plugins.""" + depends_on = ("drifted_electrons", "drifted_delayed_electrons") - - provides = 'merged_drifted_electrons' - data_kind = 'interactions_in_roi' - __version__ = '0.0.1' + + provides = "merged_drifted_electrons" + data_kind = "interactions_in_roi" + __version__ = "0.0.1" @export class ExtractedElectronsMerger(VerticalMergerPlugin): - """ - Plugin which concatenates the output of the regular and delayed electron extraction plugins - """ - + """Plugin which concatenates the output of the regular and delayed electron + extraction plugins.""" + depends_on = ("extracted_electrons", "extracted_delayed_electrons") - - provides = 'merged_extracted_electrons' - data_kind = 'interactions_in_roi' - __version__ = '0.0.1' + + provides = "merged_extracted_electrons" + data_kind = "interactions_in_roi" + __version__ = "0.0.1" + @export class SecondaryScintillationPhotonsMerger(VerticalMergerPlugin): - """ - Plugin which concatenates the output of the regular and delayed electron secondary scintillation plugins - """ - + """Plugin which concatenates the output of the regular and delayed electron + secondary scintillation plugins.""" + depends_on = ("s2_photons", "delayed_electrons_s2_photons") - - provides = 'merged_s2_photons' - data_kind = 'individual_electrons' - __version__ = '0.0.1' + + provides = "merged_s2_photons" + data_kind = "individual_electrons" + __version__ = "0.0.1" + @export class SecondaryScintillationPhotonSumMerger(VerticalMergerPlugin): - """ - Plugin which concatenates the output of the regular and delayed electron secondary scintillation plugins - """ - + """Plugin which concatenates the output of the regular and delayed electron + secondary scintillation plugins.""" + depends_on = ("s2_photons_sum", "delayed_electrons_s2_photons_sum") - - provides = 'merged_s2_photons_sum' - data_kind = 'interactions_in_roi' - __version__ = '0.0.1' + + provides = "merged_s2_photons_sum" + data_kind = "interactions_in_roi" + __version__ = "0.0.1" + @export class ElectronTimingMerger(VerticalMergerPlugin): - """ - Plugin which concatenates the output of the regular and delayed electron timing plugins - """ - + """Plugin which concatenates the output of the regular and delayed electron + timing plugins.""" + depends_on = ("electron_time", "delayed_electrons_time") - - provides = 'merged_electron_time' - data_kind = 'individual_electrons' - __version__ = '0.0.1' + + provides = "merged_electron_time" + data_kind = "individual_electrons" + __version__ = "0.0.1" + @export class MicrophysicsSummaryMerger(VerticalMergerPlugin): - """ - Plugin which concatenates the output of the regular and delayed electron secondary scintillation plugins - """ - + """Plugin which concatenates the output of the regular and delayed electron + secondary scintillation plugins.""" + depends_on = ("microphysics_summary", "photo_ionization_electrons") - - provides = 'merged_microphysics_summary' - data_kind = 'interactions_in_roi' - __version__ = '0.0.1' + + provides = "merged_microphysics_summary" + data_kind = "interactions_in_roi" + __version__ = "0.0.1" + @export class S1PhotonHitsMerger(VerticalMergerPlugin): - """ - Plugin which concatenates the output of the regular and delayed s1 photon hits plugins - """ - + """Plugin which concatenates the output of the regular and delayed s1 + photon hits plugins.""" + depends_on = ("s1_photons", "delayed_s1_photons") - - provides = 'merged_s1_photons' - data_kind = 'interactions_in_roi' - __version__ = '0.0.1' \ No newline at end of file + + provides = "merged_s1_photons" + data_kind = "interactions_in_roi" + __version__ = "0.0.1" diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py index 3c636f5b..b6ac006a 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py @@ -7,22 +7,24 @@ from ....plugin import FuseBasePlugin + @export class S1PhotonHitsEmpty(FuseBasePlugin): - """Plugin to return zeros for all S1 photon hits of delayed electrons""" + """Plugin to return zeros for all S1 photon hits of delayed electrons.""" __version__ = "0.0.1" - depends_on = ("photo_ionization_electrons") + depends_on = "photo_ionization_electrons" provides = "delayed_s1_photons" data_kind = "delayed_interactions_in_roi" - dtype = [(("Number detected S1 photons", "n_s1_photon_hits"), np.int32), - ] + dtype = [ + (("Number detected S1 photons", "n_s1_photon_hits"), np.int32), + ] dtype = dtype + strax.time_fields - def compute(self,delayed_interactions_in_roi ): + def compute(self, delayed_interactions_in_roi): result = np.zeros(len(delayed_interactions_in_roi), dtype=self.dtype) result["time"] = delayed_interactions_in_roi["time"] result["endtime"] = delayed_interactions_in_roi["endtime"] - return result \ No newline at end of file + return result diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py index 6566e8f3..e3a41eaa 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_secondary_scintillation.py @@ -7,37 +7,59 @@ export, __all__ = strax.exporter() logging.basicConfig(handlers=[logging.StreamHandler()]) -log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_secondary_scintillation') +log = logging.getLogger( + "fuse.detector_physics.delayed_electrons.delayed_electrons_secondary_scintillation" +) + @export class DelayedElectronsSecondaryScintillation(SecondaryScintillation): - """ - This class is used to simulate the extraction of electrons from the sources of electron afterpulses. - """ + """This class is used to simulate the extraction of electrons from the + sources of electron afterpulses.""" + __version__ = "0.0.1" - + child_plugin = True result_name_photons = "delayed_electrons_s2_photons" result_name_photons_sum = "delayed_electrons_s2_photons_sum" - depends_on = ("drifted_delayed_electrons", "extracted_delayed_electrons", "delayed_electrons_time", "photo_ionization_electrons") + depends_on = ( + "drifted_delayed_electrons", + "extracted_delayed_electrons", + "delayed_electrons_time", + "photo_ionization_electrons", + ) provides = (result_name_photons, result_name_photons_sum) - data_kind = {result_name_photons: "delayed_individual_electrons", - result_name_photons_sum : "delayed_interactions_in_roi" - } - - dtype_photons = [(("Number of photons produced by the extracted electron","n_s2_photons"), np.int32),] + strax.time_fields - dtype_sum_photons = [(("Sum of all photons produced by electrons originating from the same cluster", "sum_s2_photons"), np.int32),] + strax.time_fields - + data_kind = { + result_name_photons: "delayed_individual_electrons", + result_name_photons_sum: "delayed_interactions_in_roi", + } + + dtype_photons = [ + (("Number of photons produced by the extracted electron", "n_s2_photons"), np.int32), + ] + strax.time_fields + dtype_sum_photons = [ + ( + ( + "Sum of all photons produced by electrons originating from the same cluster", + "sum_s2_photons", + ), + np.int32, + ), + ] + strax.time_fields + dtype = dict() dtype[result_name_photons] = dtype_photons dtype[result_name_photons_sum] = dtype_sum_photons - save_when = immutabledict({result_name_photons:strax.SaveWhen.TARGET, - result_name_photons_sum:strax.SaveWhen.ALWAYS - }) + save_when = immutabledict( + {result_name_photons: strax.SaveWhen.TARGET, result_name_photons_sum: strax.SaveWhen.ALWAYS} + ) def compute(self, delayed_interactions_in_roi, delayed_individual_electrons): - return super().compute(interactions_in_roi=delayed_interactions_in_roi, individual_electrons=delayed_individual_electrons) \ No newline at end of file + return super().compute( + interactions_in_roi=delayed_interactions_in_roi, + individual_electrons=delayed_individual_electrons, + ) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py index 7c4fc374..34010575 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_timing.py @@ -5,20 +5,25 @@ export, __all__ = strax.exporter() logging.basicConfig(handlers=[logging.StreamHandler()]) -log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_timing') +log = logging.getLogger("fuse.detector_physics.delayed_electrons.delayed_electrons_timing") + @export class DelayedElectronsTiming(ElectronTiming): - """ - This class is used to simulate the timing of electrons from the sources of electron afterpulses. - """ + """This class is used to simulate the timing of electrons from the sources + of electron afterpulses.""" + __version__ = "0.0.1" - + child_plugin = True - depends_on = ('drifted_delayed_electrons','extracted_delayed_electrons', 'photo_ionization_electrons') + depends_on = ( + "drifted_delayed_electrons", + "extracted_delayed_electrons", + "photo_ionization_electrons", + ) provides = "delayed_electrons_time" data_kind = "delayed_individual_electrons" def compute(self, delayed_interactions_in_roi): - return super().compute(interactions_in_roi=delayed_interactions_in_roi) \ No newline at end of file + return super().compute(interactions_in_roi=delayed_interactions_in_roi) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 949189c0..f5874ec8 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -10,111 +10,118 @@ export, __all__ = strax.exporter() logging.basicConfig(handlers=[logging.StreamHandler()]) -log = logging.getLogger('fuse.detector_physics.delayed_electrons.photo_ionization_electrons') +log = logging.getLogger("fuse.detector_physics.delayed_electrons.photo_ionization_electrons") + @export class PhotoIonizationElectrons(FuseBasePlugin): __version__ = "0.0.1" - #Try to build these ones from the SecondaryScintillation output first + # Try to build these ones from the SecondaryScintillation output first # We are now having the number of photons of an interaction as input # In WFSim the number of photons in a potentially merged S2 is used. - depends_on = ("s2_photons_sum", "extracted_electrons", "s2_photons", "electron_time", "microphysics_summary") + depends_on = ( + "s2_photons_sum", + "extracted_electrons", + "s2_photons", + "electron_time", + "microphysics_summary", + ) provides = "photo_ionization_electrons" data_kind = "delayed_interactions_in_roi" save_when = strax.SaveWhen.ALWAYS - #Not start at 0. 0 are set per default for contributing clusters so we want to avoid that + # Not start at 0. 0 are set per default for contributing clusters so we want to avoid that delayed_cluster_index = -1 - #Config options + # Config options enable_delayed_electrons = straxen.URLConfig( - default=False, type=bool, track=True, - help='Decide if you want to to enable delayed electrons from photoionization', + default=False, + type=bool, + track=True, + help="Decide if you want to to enable delayed electrons from photoionization", ) - #Move the filename to the config file + # Move the filename to the config file delaytime_pmf_hist = straxen.URLConfig( - help='delaytime_pmf_hist', - default = 'simple_load://resource://format://XENONnT_SR1_photoionization_model.dill?&fmt=dill', + help="delaytime_pmf_hist", + default="simple_load://resource://format://XENONnT_SR1_photoionization_model.dill?&fmt=dill", ) photoionization_modifier = straxen.URLConfig( - default = "xedocs://photoionization_strengths?version=v2&run_id=plugin.run_id&attr=value", + default="xedocs://photoionization_strengths?version=v2&run_id=plugin.run_id&attr=value", type=(int, float), cache=True, - help='Photoionization modifier', + help="Photoionization modifier", ) diffusion_constant_longitudinal = straxen.URLConfig( - default = "take://resource://" - "SIMULATION_CONFIG_FILE.json?&fmt=json" - "&take=diffusion_constant_longitudinal", + default="take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=diffusion_constant_longitudinal", type=(int, float), cache=True, - help='Longitudinal electron drift diffusion constant', + help="Longitudinal electron drift diffusion constant", ) drift_velocity_liquid = straxen.URLConfig( - default = "take://resource://" - "SIMULATION_CONFIG_FILE.json?&fmt=json" - "&take=drift_velocity_liquid", + default="take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=drift_velocity_liquid", type=(int, float), cache=True, - help='Drift velocity of electrons in the liquid xenon', + help="Drift velocity of electrons in the liquid xenon", ) drift_time_gate = straxen.URLConfig( - default = "take://resource://" - "SIMULATION_CONFIG_FILE.json?&fmt=json" - "&take=drift_time_gate", + default="take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=drift_time_gate", type=(int, float), cache=True, - help='Electron drift time from the gate in ns', + help="Electron drift time from the gate in ns", ) tpc_radius = straxen.URLConfig( - default = "take://resource://" - "SIMULATION_CONFIG_FILE.json?&fmt=json" - "&take=tpc_radius", + default="take://resource://" "SIMULATION_CONFIG_FILE.json?&fmt=json" "&take=tpc_radius", type=(int, float), cache=True, - help='Radius of the XENONnT TPC ', + help="Radius of the XENONnT TPC ", ) s2_secondary_sc_gain_mc = straxen.URLConfig( - default = "take://resource://" - "SIMULATION_CONFIG_FILE.json?&fmt=json" - "&take=s2_secondary_sc_gain", + default="take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=s2_secondary_sc_gain", type=(int, float), cache=True, - help='Secondary scintillation gain', + help="Secondary scintillation gain", ) # Is this the correct value? p_double_pe_emision = straxen.URLConfig( - default = "take://resource://" - "SIMULATION_CONFIG_FILE.json?&fmt=json" - "&take=p_double_pe_emision", + default="take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=p_double_pe_emision", type=(int, float), cache=True, - help='Probability of double photo-electron emission', + help="Probability of double photo-electron emission", ) electron_extraction_yield = straxen.URLConfig( - default = "take://resource://" - "SIMULATION_CONFIG_FILE.json?&fmt=json" - "&take=electron_extraction_yield", + default="take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=electron_extraction_yield", type=(int, float), cache=True, - help='Electron extraction yield', + help="Electron extraction yield", ) def infer_dtype(self): - #Thake the same dtype as microphysics_summary + # Thake the same dtype as microphysics_summary dtype = self.deps["s2_photons"].deps["microphysics_summary"].dtype return dtype @@ -122,41 +129,48 @@ def infer_dtype(self): def setup(self): super().setup() - self.photoionization_scaling = (self.s2_secondary_sc_gain_mc*self.electron_extraction_yield)/(1+self.p_double_pe_emision) + self.photoionization_scaling = ( + self.s2_secondary_sc_gain_mc * self.electron_extraction_yield + ) / (1 + self.p_double_pe_emision) def compute(self, interactions_in_roi, individual_electrons): - #Just apply this to clusters with S2 photons + # Just apply this to clusters with S2 photons mask = interactions_in_roi["sum_s2_photons"] > 0 if (len(interactions_in_roi[mask]) == 0) or (self.enable_delayed_electrons == False): log.debug("No interactions with S2 photons found or delayed electrons are disabled") return np.zeros(0, self.dtype) - electrons_per_interaction, unique_cluster_id = group_electrons_by_cluster_id(individual_electrons) + electrons_per_interaction, unique_cluster_id = group_electrons_by_cluster_id( + individual_electrons + ) matching_index = np.searchsorted(unique_cluster_id, interactions_in_roi[mask]["cluster_id"]) - #In WFSim the part is calculated separatley for each interaction - #We can do it vectorized! + # In WFSim the part is calculated separatley for each interaction + # We can do it vectorized! n_delayed_electrons = self.rng.poisson( interactions_in_roi[mask]["sum_s2_photons"] - * self.photoionization_modifier/self.photoionization_scaling - ) + * self.photoionization_modifier + / self.photoionization_scaling + ) electron_delay = get_random(self.delaytime_pmf_hist, self.rng, np.sum(n_delayed_electrons)) electron_delay = np.split(electron_delay, np.cumsum(n_delayed_electrons)[:-1]) - #Randomly select the time of the extracted electrons as time zeros - #This differs to the WFSim implementation but neglecting the photon - #propagation time should not do much i guess + # Randomly select the time of the extracted electrons as time zeros + # This differs to the WFSim implementation but neglecting the photon + # propagation time should not do much i guess time_zero = [] delayed_electrons_per_interaction = [] for i in range(len(interactions_in_roi[mask])): electrons_of_interaction = electrons_per_interaction[matching_index[i]] number_of_delayed_electrons = len(electron_delay[i]) - - time_zero.append(self.rng.choice(electrons_of_interaction["time"], size = number_of_delayed_electrons)) + + time_zero.append( + self.rng.choice(electrons_of_interaction["time"], size=number_of_delayed_electrons) + ) delayed_electrons_per_interaction.append(number_of_delayed_electrons) delayed_electrons_per_interaction = np.array(delayed_electrons_per_interaction) @@ -164,48 +178,51 @@ def compute(self, interactions_in_roi, individual_electrons): electron_delay = np.concatenate(electron_delay) n_instruction = len(electron_delay) - result = np.zeros(n_instruction, dtype = self.dtype) - result["time"] = time_zero #WFsim subtracts the drift time here, i guess we dont need it?? + result = np.zeros(n_instruction, dtype=self.dtype) + result["time"] = time_zero # WFsim subtracts the drift time here, i guess we dont need it?? result["endtime"] = time_zero - result["x"], result["y"] = ramdom_xy_position( - n_instruction, - self.tpc_radius, - self.rng - ) - result['z'] = - electron_delay * self.drift_velocity_liquid - result['electrons'] = [1]*n_instruction - + result["x"], result["y"] = ramdom_xy_position(n_instruction, self.tpc_radius, self.rng) + result["z"] = -electron_delay * self.drift_velocity_liquid + result["electrons"] = [1] * n_instruction + result["cluster_id"] = self.delayed_cluster_index - np.arange(n_instruction) - 1 self.delayed_cluster_index = np.min(result["cluster_id"]) - #result['cluster_id'] = np.arange(len(result)) * -1 - 1 #Lets try to use negative cluster ids for delayed electrons... - + # result['cluster_id'] = np.arange(len(result)) * -1 - 1 #Lets try to use negative cluster ids for delayed electrons... + return strax.sort_by_time(result) def ramdom_xy_position(n, radius, rng): - """Generate random x and y positions for n electrons""" - r = np.sqrt(rng.uniform(0, radius*radius, n)) + """Generate random x and y positions for n electrons.""" + r = np.sqrt(rng.uniform(0, radius * radius, n)) angle = rng.uniform(-np.pi, np.pi, n) return r * np.cos(angle), r * np.sin(angle) -def get_random(hist_object,rng ,size=10): + +def get_random(hist_object, rng, size=10): """ get_random function from multihist but with fixed seed for reproducibility https://github.com/JelleAalbers/multihist/blob/6c4f786bc95f0e73ffec228e17c957744e0d9594/multihist.py#L186 """ - bin_i = rng.choice(np.arange(len(hist_object.bin_centers)), size=size, p=hist_object.normalized_histogram) - return hist_object.bin_centers[bin_i] + rng.uniform(-0.5, 0.5, size=size) * hist_object.bin_volumes()[bin_i] + bin_i = rng.choice( + np.arange(len(hist_object.bin_centers)), size=size, p=hist_object.normalized_histogram + ) + return ( + hist_object.bin_centers[bin_i] + + rng.uniform(-0.5, 0.5, size=size) * hist_object.bin_volumes()[bin_i] + ) -#This sort of groupby function is used in several places in fuse -#We should try to make it a general function in the future. + +# This sort of groupby function is used in several places in fuse +# We should try to make it a general function in the future. def group_electrons_by_cluster_id(electrons): - """Function to group electrons by cluster_id""" - + """Function to group electrons by cluster_id.""" + sort_index = np.argsort(electrons["cluster_id"]) - + electrons_sorted = electrons[sort_index] unique_cluster_id, split_position = np.unique(electrons_sorted["cluster_id"], return_index=True) - return np.split(electrons_sorted, split_position[1:]), unique_cluster_id \ No newline at end of file + return np.split(electrons_sorted, split_position[1:]), unique_cluster_id diff --git a/fuse/plugins/detector_physics/s2_photon_propagation.py b/fuse/plugins/detector_physics/s2_photon_propagation.py index ffa4f4a1..53f44031 100644 --- a/fuse/plugins/detector_physics/s2_photon_propagation.py +++ b/fuse/plugins/detector_physics/s2_photon_propagation.py @@ -33,14 +33,15 @@ class S2PhotonPropagationBase(FuseBaseDownChunkingPlugin): """ __version__ = "0.3.0" - - depends_on = ("merged_electron_time", - "merged_s2_photons", - "merged_extracted_electrons", - "merged_drifted_electrons", - "merged_s2_photons_sum", - "merged_microphysics_summary", - ) + + depends_on = ( + "merged_electron_time", + "merged_s2_photons", + "merged_extracted_electrons", + "merged_drifted_electrons", + "merged_s2_photons_sum", + "merged_microphysics_summary", + ) provides = "propagated_s2_photons" data_kind = "S2_photons" diff --git a/fuse/plugins/micro_physics/detector_volumes.py b/fuse/plugins/micro_physics/detector_volumes.py index 9093aa26..3cddd71f 100644 --- a/fuse/plugins/micro_physics/detector_volumes.py +++ b/fuse/plugins/micro_physics/detector_volumes.py @@ -278,4 +278,4 @@ def compute(self, clustered_interactions): tpc_interactions["vol_id"] = 3 # Do we need this? -> Now just copied from epix tpc_interactions["create_S2"] = self.create_S2_xenonnt_gas_phase - return tpc_interactions \ No newline at end of file + return tpc_interactions diff --git a/fuse/plugins/micro_physics/merge_cluster.py b/fuse/plugins/micro_physics/merge_cluster.py index a21efad8..3fed7403 100644 --- a/fuse/plugins/micro_physics/merge_cluster.py +++ b/fuse/plugins/micro_physics/merge_cluster.py @@ -141,5 +141,5 @@ def classify(types, parenttype, creaproc, edproc): return 0, 0, 7 elif types == "e-": return 0, 0, 8 - else: - return infinity, infinity, 12 \ No newline at end of file + else: + return infinity, infinity, 12 diff --git a/fuse/plugins/truth_information/peak_truth.py b/fuse/plugins/truth_information/peak_truth.py index 25ff45b4..bcd02ca5 100644 --- a/fuse/plugins/truth_information/peak_truth.py +++ b/fuse/plugins/truth_information/peak_truth.py @@ -12,25 +12,33 @@ class PeakTruth(strax.OverlapWindowPlugin): __version__ = "0.1.0" - depends_on = ("photon_summary", "peak_basics", "merged_microphysics_summary", "merged_s1_photons", "merged_s2_photons_sum", "merged_drifted_electrons") + depends_on = ( + "photon_summary", + "peak_basics", + "merged_microphysics_summary", + "merged_s1_photons", + "merged_s2_photons_sum", + "merged_drifted_electrons", + ) provides = "peak_truth" data_kind = "peaks" - dtype = [('s1_photons_in_peak', np.int32), - ('s2_photons_in_peak', np.int32), - ('ap_photons_in_peak', np.int32), - ('raw_area_truth', np.float32), - ('observable_energy_truth', np.float32), - ('number_of_contributing_clusters_s1', np.int16), - ('number_of_contributing_clusters_s2', np.int16), - ('number_of_contributing_delayed_electrons', np.int16), - ('average_x_of_contributing_clusters', np.float32), - ('average_y_of_contributing_clusters', np.float32), - ('average_z_of_contributing_clusters', np.float32), - ('average_x_obs_of_contributing_clusters', np.float32), - ('average_y_obs_of_contributing_clusters', np.float32), - ('average_z_obs_of_contributing_clusters', np.float32), - ] + dtype = [ + ("s1_photons_in_peak", np.int32), + ("s2_photons_in_peak", np.int32), + ("ap_photons_in_peak", np.int32), + ("raw_area_truth", np.float32), + ("observable_energy_truth", np.float32), + ("number_of_contributing_clusters_s1", np.int16), + ("number_of_contributing_clusters_s2", np.int16), + ("number_of_contributing_delayed_electrons", np.int16), + ("average_x_of_contributing_clusters", np.float32), + ("average_y_of_contributing_clusters", np.float32), + ("average_z_of_contributing_clusters", np.float32), + ("average_x_obs_of_contributing_clusters", np.float32), + ("average_y_obs_of_contributing_clusters", np.float32), + ("average_z_obs_of_contributing_clusters", np.float32), + ] dtype = dtype + strax.time_fields gain_model_mc = straxen.URLConfig( @@ -124,14 +132,24 @@ def compute(self, interactions_in_roi, propagated_photons, peaks): photons_in_peaks[i][photon_cut]["cluster_id"], return_counts=True ) - if photon_type == "s1": - result['number_of_contributing_clusters_s1'][i] = np.sum(unique_contributing_clusters != 0) - contributing_clusters_s1 = _get_cluster_information(interactions_in_roi, unique_contributing_clusters) + if photon_type == "s1": + result["number_of_contributing_clusters_s1"][i] = np.sum( + unique_contributing_clusters != 0 + ) + contributing_clusters_s1 = _get_cluster_information( + interactions_in_roi, unique_contributing_clusters + ) photons_per_cluster_s1 = photons_per_cluster elif photon_type == "s2": - result['number_of_contributing_clusters_s2'][i] = np.sum(unique_contributing_clusters > 0) - result['number_of_contributing_delayed_electrons'][i] = np.sum(unique_contributing_clusters < 0) - contributing_clusters_s2 = _get_cluster_information(interactions_in_roi, unique_contributing_clusters) + result["number_of_contributing_clusters_s2"][i] = np.sum( + unique_contributing_clusters > 0 + ) + result["number_of_contributing_delayed_electrons"][i] = np.sum( + unique_contributing_clusters < 0 + ) + contributing_clusters_s2 = _get_cluster_information( + interactions_in_roi, unique_contributing_clusters + ) photons_per_cluster_s2 = photons_per_cluster if (result["s1_photons_in_peak"][i] + result["s2_photons_in_peak"][i]) > 0: diff --git a/tests/test_FullChain_w_DelayedElectrons.py b/tests/test_FullChain_w_DelayedElectrons.py index 83bcc55b..dbe3b136 100644 --- a/tests/test_FullChain_w_DelayedElectrons.py +++ b/tests/test_FullChain_w_DelayedElectrons.py @@ -9,6 +9,7 @@ TIMEOUT = 240 + class TestFullChainwDelayedElectrons(unittest.TestCase): @classmethod @@ -16,17 +17,20 @@ def setUpClass(cls): cls.temp_dir = tempfile.TemporaryDirectory() - cls.test_context = fuse.context.full_chain_context(output_folder = cls.temp_dir.name, - run_without_proper_corrections = True - ) - - cls.test_context.set_config({"path": cls.temp_dir.name, - "file_name": test_root_file_name, - "entry_stop": 5, - "enable_delayed_electrons": True, - "photoionization_modifier": 0.01, - }) - + cls.test_context = fuse.context.full_chain_context( + output_folder=cls.temp_dir.name, run_without_proper_corrections=True + ) + + cls.test_context.set_config( + { + "path": cls.temp_dir.name, + "file_name": test_root_file_name, + "entry_stop": 5, + "enable_delayed_electrons": True, + "photoionization_modifier": 0.01, + } + ) + cls.run_number = "TestRun_00000" @classmethod @@ -45,89 +49,94 @@ def tearDown(self): # self.temp_dir.cleanup() shutil.rmtree(self.temp_dir.name) os.makedirs(self.temp_dir.name) - - @timeout_decorator.timeout(TIMEOUT, exception_message='S1PhotonHits timed out') + + @timeout_decorator.timeout(TIMEOUT, exception_message="S1PhotonHits timed out") def test_S1PhotonHits(self): self.test_context.make(self.run_number, "s1_photons") - @timeout_decorator.timeout(TIMEOUT, exception_message='S1PhotonPropagation timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="S1PhotonPropagation timed out") def test_S1PhotonPropagation(self): self.test_context.make(self.run_number, "propagated_s1_photons") - @timeout_decorator.timeout(TIMEOUT, exception_message='ElectronDrift timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="ElectronDrift timed out") def test_ElectronDrift(self): self.test_context.make(self.run_number, "drifted_electrons") - @timeout_decorator.timeout(TIMEOUT, exception_message='ElectronExtraction timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="ElectronExtraction timed out") def test_ElectronExtraction(self): self.test_context.make(self.run_number, "extracted_electrons") - @timeout_decorator.timeout(TIMEOUT, exception_message='ElectronTiming timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="ElectronTiming timed out") def test_ElectronTiming(self): self.test_context.make(self.run_number, "electron_time") - @timeout_decorator.timeout(TIMEOUT, exception_message='SecondaryScintillation timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="SecondaryScintillation timed out") def test_SecondaryScintillation(self): self.test_context.make(self.run_number, "s2_photons") - #self.test_context.make(self.run_number, "s2_photons_sum") + # self.test_context.make(self.run_number, "s2_photons_sum") - @timeout_decorator.timeout(TIMEOUT, exception_message='PhotoIonizationElectrons timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="PhotoIonizationElectrons timed out") def test_PhotoIonizationElectrons(self): self.test_context.make(self.run_number, "photo_ionization_electrons") - @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsDrift timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="DelayedElectronsDrift timed out") def test_DelayedElectronsDrift(self): self.test_context.make(self.run_number, "drifted_delayed_electrons") - @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsExtraction timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="DelayedElectronsExtraction timed out") def test_DelayedElectronsExtraction(self): self.test_context.make(self.run_number, "extracted_delayed_electrons") - @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsTiming timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="DelayedElectronsTiming timed out") def test_DelayedElectronsTiming(self): self.test_context.make(self.run_number, "delayed_electrons_time") - @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsSecondaryScintillation timed out') + @timeout_decorator.timeout( + TIMEOUT, exception_message="DelayedElectronsSecondaryScintillation timed out" + ) def test_DelayedElectronsSecondaryScintillation(self): self.test_context.make(self.run_number, "delayed_electrons_s2_photons") - #self.test_context.make(self.run_number, "delayed_electrons_s2_photons_sum") + # self.test_context.make(self.run_number, "delayed_electrons_s2_photons_sum") - @timeout_decorator.timeout(TIMEOUT, exception_message='DelayedElectronsS1PhotonHitsEmpty timed out') + @timeout_decorator.timeout( + TIMEOUT, exception_message="DelayedElectronsS1PhotonHitsEmpty timed out" + ) def test_DelayedElectronsS1PhotonHitsEmpty(self): self.test_context.make(self.run_number, "delayed_s1_photons") - @timeout_decorator.timeout(TIMEOUT, exception_message='S2PhotonPropagation timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="S2PhotonPropagation timed out") def test_S2PhotonPropagation(self): self.test_context.make(self.run_number, "propagated_s2_photons") - @timeout_decorator.timeout(TIMEOUT, exception_message='PMTAfterPulses timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="PMTAfterPulses timed out") def test_PMTAfterPulses(self): self.test_context.make(self.run_number, "pmt_afterpulses") - @timeout_decorator.timeout(TIMEOUT, exception_message='PulseWindow timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="PulseWindow timed out") def test_PulseWindow(self): self.test_context.make(self.run_number, "pulse_windows") - #self.test_context.make(self.run_number, "pulse_ids") + # self.test_context.make(self.run_number, "pulse_ids") - @timeout_decorator.timeout(TIMEOUT, exception_message='PMTResponseAndDAQ timed out') + @timeout_decorator.timeout(TIMEOUT, exception_message="PMTResponseAndDAQ timed out") def test_PMTResponseAndDAQ(self): self.test_context.make(self.run_number, "raw_records") - -if __name__ == '__main__': - unittest.main() \ No newline at end of file + + +if __name__ == "__main__": + unittest.main() From 920b7a70f124763b67b26bef8a981bf3917ba4e4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Fri, 15 Mar 2024 09:42:13 +0100 Subject: [PATCH 47/63] cleanup --- .../delayed_electrons/delayed_electrons_s1photonhits.py | 4 +++- .../delayed_electrons/photo_ionization_electrons.py | 2 -- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py index 3c636f5b..522d2a88 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py @@ -1,5 +1,4 @@ import strax -import straxen import logging import numpy as np @@ -7,6 +6,9 @@ from ....plugin import FuseBasePlugin +logging.basicConfig(handlers=[logging.StreamHandler()]) +log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_s1photonhits') + @export class S1PhotonHitsEmpty(FuseBasePlugin): """Plugin to return zeros for all S1 photon hits of delayed electrons""" diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 949189c0..3ab30a26 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -1,5 +1,3 @@ -# Add instruction generation for photo ionization electrons here - import strax import straxen import numpy as np From e722188bd717c373234a740cbe616e1fa50eb09a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Fri, 15 Mar 2024 09:46:38 +0100 Subject: [PATCH 48/63] fixing --- .../delayed_electrons/delayed_electrons_s1photonhits.py | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py index 522d2a88..3c636f5b 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py @@ -1,4 +1,5 @@ import strax +import straxen import logging import numpy as np @@ -6,9 +7,6 @@ from ....plugin import FuseBasePlugin -logging.basicConfig(handlers=[logging.StreamHandler()]) -log = logging.getLogger('fuse.detector_physics.delayed_electrons.delayed_electrons_s1photonhits') - @export class S1PhotonHitsEmpty(FuseBasePlugin): """Plugin to return zeros for all S1 photon hits of delayed electrons""" From dce96fddda4781ae7b31d2d6e72e8a675209d92c Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Fri, 15 Mar 2024 09:47:07 +0100 Subject: [PATCH 49/63] fixing --- .../delayed_electrons/photo_ionization_electrons.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 3ab30a26..949189c0 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -1,3 +1,5 @@ +# Add instruction generation for photo ionization electrons here + import strax import straxen import numpy as np From 55edc312149a08fc2698c718e65902dc815bf553 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Fri, 15 Mar 2024 09:50:07 +0100 Subject: [PATCH 50/63] Add logging and cleanup --- .../delayed_electrons/delayed_electrons_s1photonhits.py | 5 ++++- .../delayed_electrons/photo_ionization_electrons.py | 3 --- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py index b6ac006a..f4ec8653 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py @@ -1,5 +1,4 @@ import strax -import straxen import logging import numpy as np @@ -7,6 +6,10 @@ from ....plugin import FuseBasePlugin +logging.basicConfig(handlers=[logging.StreamHandler()]) +log = logging.getLogger( + "fuse.detector_physics.delayed_electrons.delayed_electrons_s1photonhits" +) @export class S1PhotonHitsEmpty(FuseBasePlugin): diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index f5874ec8..d6250b21 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -1,5 +1,3 @@ -# Add instruction generation for photo ionization electrons here - import strax import straxen import numpy as np @@ -12,7 +10,6 @@ logging.basicConfig(handlers=[logging.StreamHandler()]) log = logging.getLogger("fuse.detector_physics.delayed_electrons.photo_ionization_electrons") - @export class PhotoIonizationElectrons(FuseBasePlugin): From 3ad28096c18f3cc756a7cf1e81fc99577dc523a1 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 15 Mar 2024 08:50:21 +0000 Subject: [PATCH 51/63] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- .../delayed_electrons/delayed_electrons_s1photonhits.py | 5 ++--- .../delayed_electrons/photo_ionization_electrons.py | 1 + 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py index f4ec8653..7e81de8d 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py @@ -7,9 +7,8 @@ from ....plugin import FuseBasePlugin logging.basicConfig(handlers=[logging.StreamHandler()]) -log = logging.getLogger( - "fuse.detector_physics.delayed_electrons.delayed_electrons_s1photonhits" -) +log = logging.getLogger("fuse.detector_physics.delayed_electrons.delayed_electrons_s1photonhits") + @export class S1PhotonHitsEmpty(FuseBasePlugin): diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index d6250b21..773c4d6b 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -10,6 +10,7 @@ logging.basicConfig(handlers=[logging.StreamHandler()]) log = logging.getLogger("fuse.detector_physics.delayed_electrons.photo_ionization_electrons") + @export class PhotoIonizationElectrons(FuseBasePlugin): From f16d84975644d28ada56eefefae5c03b651b0437 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Fri, 15 Mar 2024 10:33:23 +0100 Subject: [PATCH 52/63] remove tuple --- .../delayed_electrons/delayed_electrons_drift.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py index af30f7cb..5dadf56c 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py @@ -17,7 +17,7 @@ class DelayedElectronsDrift(ElectronDrift): child_plugin = True - depends_on = ("photo_ionization_electrons",) + depends_on = "photo_ionization_electrons" provides = "drifted_delayed_electrons" data_kind = "delayed_interactions_in_roi" From 30d0a4b9b6c87d0f786ea50c6b8135020ad3ece6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Fri, 15 Mar 2024 10:54:49 +0100 Subject: [PATCH 53/63] Cleanup --- .../delayed_electrons/delayed_electrons_s1photonhits.py | 4 ++-- .../delayed_electrons/photo_ionization_electrons.py | 7 +++---- fuse/plugins/detector_physics/electron_drift.py | 5 ++--- 3 files changed, 7 insertions(+), 9 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py index 7e81de8d..75530b15 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_s1photonhits.py @@ -2,10 +2,10 @@ import logging import numpy as np -export, __all__ = strax.exporter() - from ....plugin import FuseBasePlugin +export, __all__ = strax.exporter() + logging.basicConfig(handlers=[logging.StreamHandler()]) log = logging.getLogger("fuse.detector_physics.delayed_electrons.delayed_electrons_s1photonhits") diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 773c4d6b..fad03bb2 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -46,7 +46,8 @@ class PhotoIonizationElectrons(FuseBasePlugin): # Move the filename to the config file delaytime_pmf_hist = straxen.URLConfig( help="delaytime_pmf_hist", - default="simple_load://resource://format://XENONnT_SR1_photoionization_model.dill?&fmt=dill", + default="simple_load://resource://format://" + "XENONnT_SR1_photoionization_model.dill?&fmt=dill", ) photoionization_modifier = straxen.URLConfig( @@ -136,7 +137,7 @@ def compute(self, interactions_in_roi, individual_electrons): # Just apply this to clusters with S2 photons mask = interactions_in_roi["sum_s2_photons"] > 0 - if (len(interactions_in_roi[mask]) == 0) or (self.enable_delayed_electrons == False): + if not self.enable_delayed_electrons or (len(interactions_in_roi[mask]) == 0): log.debug("No interactions with S2 photons found or delayed electrons are disabled") return np.zeros(0, self.dtype) @@ -186,8 +187,6 @@ def compute(self, interactions_in_roi, individual_electrons): result["cluster_id"] = self.delayed_cluster_index - np.arange(n_instruction) - 1 self.delayed_cluster_index = np.min(result["cluster_id"]) - # result['cluster_id'] = np.arange(len(result)) * -1 - 1 #Lets try to use negative cluster ids for delayed electrons... - return strax.sort_by_time(result) diff --git a/fuse/plugins/detector_physics/electron_drift.py b/fuse/plugins/detector_physics/electron_drift.py index 4fe93e1d..6b47a1a4 100644 --- a/fuse/plugins/detector_physics/electron_drift.py +++ b/fuse/plugins/detector_physics/electron_drift.py @@ -1,8 +1,7 @@ -import logging - -import numpy as np import strax import straxen +import logging +import numpy as np from ...plugin import FuseBasePlugin From 599279d6099c1978c9483bc8ec200c254a87f11d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Sat, 16 Mar 2024 04:36:14 -0500 Subject: [PATCH 54/63] Modify dtype of csv input --- .../plugins/detector_physics/ChunkCsvInput.rst | 8 +------- fuse/plugins/detector_physics/csv_input.py | 14 ++++---------- 2 files changed, 5 insertions(+), 17 deletions(-) diff --git a/docs/source/plugins/detector_physics/ChunkCsvInput.rst b/docs/source/plugins/detector_physics/ChunkCsvInput.rst index a227d8ab..42c3549e 100644 --- a/docs/source/plugins/detector_physics/ChunkCsvInput.rst +++ b/docs/source/plugins/detector_physics/ChunkCsvInput.rst @@ -16,7 +16,7 @@ Technical Details depends_on = () provides = "microphysics_summary" data_kind = "interactions_in_roi" - __version__ = "0.2.0" + __version__ = "0.2.1" Provided Columns @@ -62,12 +62,6 @@ Provided Columns * - nestid - int8 - NEST interaction type - * - t - - int64 - - Time of the interaction [ns] - * - evtid - - int32 - - Geant4 event ID Config Options ============== diff --git a/fuse/plugins/detector_physics/csv_input.py b/fuse/plugins/detector_physics/csv_input.py index 47e742b7..c80ecafa 100644 --- a/fuse/plugins/detector_physics/csv_input.py +++ b/fuse/plugins/detector_physics/csv_input.py @@ -20,7 +20,7 @@ class ChunkCsvInput(FuseBasePlugin): """Plugin which reads a CSV file containing instructions for the detector physics simulation and returns the data in chunks.""" - __version__ = "0.2.0" + __version__ = "0.2.1" depends_on: Tuple = tuple() provides = "microphysics_summary" @@ -41,14 +41,6 @@ class ChunkCsvInput(FuseBasePlugin): (("Energy of the cluster [keV]", "ed"), np.float32), (("NEST interaction type", "nestid"), np.int8), (("ID of the cluster", "cluster_id"), np.int32), - ( - ("Time of the interaction [ns]", "t"), - np.int64, - ), # Remove them later as they are not in the usual micropyhsics summary - ( - ("Geant4 event ID", "eventid"), - np.int32, - ), # Remove them later as they are not in the usual micropyhsics summary ] dtype = dtype + strax.time_fields @@ -96,11 +88,13 @@ def compute(self): try: chunk_data, chunk_left, chunk_right, source_done = next(self.file_reader_iterator) chunk_data["endtime"] = chunk_data["time"] + data = np.zeros(len(chunk_data), dtype=self.dtype) + strax.copy_to_buffer(chunk_data, data, "_bring_data_into_correct_format") self.source_done = source_done return self.chunk( - start=chunk_left, end=chunk_right, data=chunk_data, data_type="geant4_interactions" + start=chunk_left, end=chunk_right, data=data, data_type="geant4_interactions" ) except StopIteration: From 09b4fb177a6db580e61b31f73e877e806c123348 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Mon, 25 Mar 2024 06:19:43 -0500 Subject: [PATCH 55/63] Disable electron lifetime for delayed electrons. --- .../plugins/detector_physics/ElectronDrift.rst | 2 +- .../delayed_electrons/delayed_electrons_drift.py | 12 +++++++++++- fuse/plugins/detector_physics/electron_drift.py | 16 +++++++++++----- 3 files changed, 23 insertions(+), 7 deletions(-) diff --git a/docs/source/plugins/detector_physics/ElectronDrift.rst b/docs/source/plugins/detector_physics/ElectronDrift.rst index 6bfe8ecb..3ae2dec0 100644 --- a/docs/source/plugins/detector_physics/ElectronDrift.rst +++ b/docs/source/plugins/detector_physics/ElectronDrift.rst @@ -20,7 +20,7 @@ Technical Details depends_on = ("microphysics_summary") provides = "drifted_electrons" data_kind = "interactions_in_roi" - __version__ = "0.2.0" + __version__ = "0.2.1" Provided Columns ================ diff --git a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py index 5dadf56c..4e6557b4 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py +++ b/fuse/plugins/detector_physics/delayed_electrons/delayed_electrons_drift.py @@ -1,4 +1,5 @@ import strax +import straxen import logging from ..electron_drift import ElectronDrift @@ -13,7 +14,7 @@ class DelayedElectronsDrift(ElectronDrift): """This class is used to simulate the drift of electrons from the sources of electron afterpulses.""" - __version__ = "0.0.1" + __version__ = "0.0.2" child_plugin = True @@ -21,5 +22,14 @@ class DelayedElectronsDrift(ElectronDrift): provides = "drifted_delayed_electrons" data_kind = "delayed_interactions_in_roi" + electron_lifetime_liquid_delayed_electrons = straxen.URLConfig( + default=0, + track=True, + type=(int, float), + child_option=True, + parent_option_name="electron_lifetime_liquid", + help="Electron lifetime in liquid xenon [ns] for delayed electrons", + ) + def compute(self, delayed_interactions_in_roi): return super().compute(interactions_in_roi=delayed_interactions_in_roi) diff --git a/fuse/plugins/detector_physics/electron_drift.py b/fuse/plugins/detector_physics/electron_drift.py index 302abd5e..cc9a90d4 100644 --- a/fuse/plugins/detector_physics/electron_drift.py +++ b/fuse/plugins/detector_physics/electron_drift.py @@ -21,7 +21,7 @@ class ElectronDrift(FuseBasePlugin): time and observed position is calculated. """ - __version__ = "0.2.0" + __version__ = "0.2.1" depends_on = "microphysics_summary" provides = "drifted_electrons" @@ -241,11 +241,17 @@ def compute(self, interactions_in_roi): drift_time_mean, drift_time_spread = self.get_s2_drift_time_params( xy_int=np.array([x, y]).T, z_int=z ) - electron_lifetime_correction = np.exp(-1 * drift_time_mean / self.electron_lifetime_liquid) - n_electron = self.rng.binomial( - n=n_electron.astype(np.int32), p=electron_lifetime_correction - ) + if self.electron_lifetime_liquid > 0: + electron_lifetime_correction = np.exp( + -1 * drift_time_mean / self.electron_lifetime_liquid + ) + + n_electron = self.rng.binomial( + n=n_electron.astype(np.int32), p=electron_lifetime_correction + ) + else: + log.debug("No electron lifetime applied") result = np.zeros(len(interactions_in_roi), dtype=self.dtype) result["time"] = interactions_in_roi["time"] From d811e72c94fa221ae1e47dc6701056af27109dd8 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Tue, 26 Mar 2024 07:31:17 -0500 Subject: [PATCH 56/63] Get PI delay times from truncated exponential distribution --- .../photo_ionization_electrons.py | 51 ++++++++++--------- 1 file changed, 27 insertions(+), 24 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index fad03bb2..7a8d600b 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -2,6 +2,7 @@ import straxen import numpy as np import logging +from scipy.stats import truncexpon from ....plugin import FuseBasePlugin @@ -14,11 +15,8 @@ @export class PhotoIonizationElectrons(FuseBasePlugin): - __version__ = "0.0.1" + __version__ = "0.0.2" - # Try to build these ones from the SecondaryScintillation output first - # We are now having the number of photons of an interaction as input - # In WFSim the number of photons in a potentially merged S2 is used. depends_on = ( "s2_photons_sum", "extracted_electrons", @@ -43,11 +41,20 @@ class PhotoIonizationElectrons(FuseBasePlugin): help="Decide if you want to to enable delayed electrons from photoionization", ) - # Move the filename to the config file - delaytime_pmf_hist = straxen.URLConfig( - help="delaytime_pmf_hist", - default="simple_load://resource://format://" - "XENONnT_SR1_photoionization_model.dill?&fmt=dill", + # Calculate this from TPC dimenstions and drift velocity + photoionization_time_cutoff = straxen.URLConfig( + default=2.25e6, + type=(int, float), + cache=True, + help="Time window for photoionization after a S2 in [ns]", + ) + + # Add this to our simulation config + photoionization_time_constant = straxen.URLConfig( + default=42, + type=(int, float), + cache=True, + help="Timeconstant for photoionization in [ns]", ) photoionization_modifier = straxen.URLConfig( @@ -132,6 +139,10 @@ def setup(self): self.s2_secondary_sc_gain_mc * self.electron_extraction_yield ) / (1 + self.p_double_pe_emision) + self.photoionization_cutoff = ( + self.photoionization_time_cutoff / self.photoionization_time_constant + ) + def compute(self, interactions_in_roi, individual_electrons): # Just apply this to clusters with S2 photons @@ -154,7 +165,13 @@ def compute(self, interactions_in_roi, individual_electrons): / self.photoionization_scaling ) - electron_delay = get_random(self.delaytime_pmf_hist, self.rng, np.sum(n_delayed_electrons)) + electron_delay = truncexpon.rvs( + self.photoionization_cutoff, + size=np.sum(n_delayed_electrons), + scale=self.photoionization_time_constant, + random_state=self.rng, + ) + electron_delay = np.split(electron_delay, np.cumsum(n_delayed_electrons)[:-1]) # Randomly select the time of the extracted electrons as time zeros @@ -198,20 +215,6 @@ def ramdom_xy_position(n, radius, rng): return r * np.cos(angle), r * np.sin(angle) -def get_random(hist_object, rng, size=10): - """ - get_random function from multihist but with fixed seed for reproducibility - https://github.com/JelleAalbers/multihist/blob/6c4f786bc95f0e73ffec228e17c957744e0d9594/multihist.py#L186 - """ - bin_i = rng.choice( - np.arange(len(hist_object.bin_centers)), size=size, p=hist_object.normalized_histogram - ) - return ( - hist_object.bin_centers[bin_i] - + rng.uniform(-0.5, 0.5, size=size) * hist_object.bin_volumes()[bin_i] - ) - - # This sort of groupby function is used in several places in fuse # We should try to make it a general function in the future. def group_electrons_by_cluster_id(electrons): From 6c51d8340e055a8a23c7038c38bffcdcdffed320 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Wed, 3 Apr 2024 16:18:32 +0200 Subject: [PATCH 57/63] exclude PI photons from contributing to raw_area --- fuse/plugins/truth_information/peak_truth.py | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/fuse/plugins/truth_information/peak_truth.py b/fuse/plugins/truth_information/peak_truth.py index 95fe1485..0ae32a07 100644 --- a/fuse/plugins/truth_information/peak_truth.py +++ b/fuse/plugins/truth_information/peak_truth.py @@ -184,15 +184,14 @@ def compute(self, interactions_in_roi, propagated_photons, peaks): ) + np.sum(energy_of_s2_photons_in_peak) # Calculate the raw area truth - # we will exclude AP pulses for now - non_ap_photons_in_peak = photons_in_peaks[i] - non_ap_photons_in_peak = non_ap_photons_in_peak[ - non_ap_photons_in_peak["photon_type"] != 0 + # exclude PMT AP photons as well as photons from delayed electrons + masked_photons = photons_in_peaks[i] + masked_photons = masked_photons[ + (masked_photons["photon_type"] != 0) & (masked_photons["cluster_id"] > 0) ] result["raw_area_truth"][i] = np.sum( - non_ap_photons_in_peak["photon_gain"] - / self.gains[non_ap_photons_in_peak["channel"]] + masked_photons["photon_gain"] / self.gains[masked_photons["channel"]] ) return result From 45ec6632beed8aff46d9c992fa180742a9604e7f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Wed, 3 Apr 2024 16:25:14 +0200 Subject: [PATCH 58/63] Add number of PI photons in peak --- fuse/plugins/truth_information/peak_truth.py | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/fuse/plugins/truth_information/peak_truth.py b/fuse/plugins/truth_information/peak_truth.py index 0ae32a07..b910f4d1 100644 --- a/fuse/plugins/truth_information/peak_truth.py +++ b/fuse/plugins/truth_information/peak_truth.py @@ -9,7 +9,7 @@ @export class PeakTruth(strax.OverlapWindowPlugin): - __version__ = "0.0.4" + __version__ = "0.0.5" depends_on = ( "photon_summary", @@ -26,6 +26,7 @@ class PeakTruth(strax.OverlapWindowPlugin): ("s1_photons_in_peak", np.int32), ("s2_photons_in_peak", np.int32), ("ap_photons_in_peak", np.int32), + ("pi_photons_in_peak", np.int32), ("raw_area_truth", np.float32), ("observable_energy_truth", np.float32), ("number_of_contributing_clusters_s1", np.int16), @@ -151,6 +152,10 @@ def compute(self, interactions_in_roi, propagated_photons, peaks): ) photons_per_cluster_s2 = photons_per_cluster + # Get the number of photons from delayed electrons + photon_cut &= photons_in_peaks[i]["cluster_id"] < 0 + result["pi_photons_in_peak"][i] = np.sum(photon_cut) + if (result["s1_photons_in_peak"][i] + result["s2_photons_in_peak"][i]) > 0: positions_to_evaluate = ["x", "y", "z", "x_obs", "y_obs", "z_obs"] From d71cdd8a2857b6cc7d83175ad6d4512870eccd38 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Henning=20Schulze=20Ei=C3=9Fing?= Date: Mon, 8 Apr 2024 07:37:51 -0500 Subject: [PATCH 59/63] Take PI settings from config file --- .../delayed_electrons/photo_ionization_electrons.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py index 7a8d600b..694da283 100644 --- a/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py +++ b/fuse/plugins/detector_physics/delayed_electrons/photo_ionization_electrons.py @@ -43,7 +43,9 @@ class PhotoIonizationElectrons(FuseBasePlugin): # Calculate this from TPC dimenstions and drift velocity photoionization_time_cutoff = straxen.URLConfig( - default=2.25e6, + default="take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=photoionization_time_cutoff", type=(int, float), cache=True, help="Time window for photoionization after a S2 in [ns]", @@ -51,7 +53,9 @@ class PhotoIonizationElectrons(FuseBasePlugin): # Add this to our simulation config photoionization_time_constant = straxen.URLConfig( - default=42, + default="take://resource://" + "SIMULATION_CONFIG_FILE.json?&fmt=json" + "&take=photoionization_time_constant", type=(int, float), cache=True, 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