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pyjuno

Pyjuno is a Python package that helps JUNO users analyzing data more easily. The core functionality of pyjuno is its JUNO-specific format data reading.

Installation

pip install pyjuno

JUNO format data reading

Basing on Uproot, uproot-custom and awkward-array, pyjuno can read most of JUNO-specific data format without ROOT or junosw environment.

Standalone subevent reading

>>> import uproot
>>> import pyjuno # automatically register JUNO format to uproot
>>> f = uproot.open("rec.root")
>>> calib_pmt = f["Event/CdLpmtCalib/CdLpmtCalibEvt/m_calibPMTCol"].array()
>>> calib_pmt.show()
[[{m_nPE: 0.842, m_pmtId: 269619712, m_firstHitTime: 386, ...}, ..., {...}],
 [{m_nPE: 0.427, m_pmtId: 269500928, m_firstHitTime: 433, ...}, ..., {...}],
 [{m_nPE: 0.751, m_pmtId: 269500928, m_firstHitTime: 385, ...}, ..., {...}],
 [{m_nPE: 1.04, m_pmtId: 269558272, m_firstHitTime: 387, ...}, ..., {...}],
 [{m_nPE: 2.41, m_pmtId: 269500928, m_firstHitTime: 979, ...}, ..., {...}],
 [{m_nPE: 3.9, m_pmtId: 269586944, m_firstHitTime: 899, ...}, ..., {...}],
 [{m_nPE: 1.33, m_pmtId: 269615616, m_firstHitTime: 673, ...}, ..., {...}],
 [{m_nPE: 0.539, m_pmtId: 269496832, m_firstHitTime: 401, ...}, ..., {...}],
 [{m_nPE: 0.478, m_pmtId: 269554176, m_firstHitTime: 377, ...}, ..., {...}],
 [{m_nPE: 0.554, m_pmtId: 269496832, m_firstHitTime: 389, ...}, ..., {...}]]

Assembling all subevents

In JUNO, subevents are not always present in one event. To assemble different subevent tree, a method pyjuno.assemble_event is provided:

>>> import uproot
>>> import pyjuno # automatically register JUNO format to uproot
>>> f = uproot.open("rec.root")
>>> events = pyjuno.assemble_event(f)
>>> events.show()
[{SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...},
 {SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...},
 {SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...},
 {SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...},
 {SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...},
 {SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...},
 {SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...},
 {SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...},
 {SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...},
 {SimEvt: [{m_tracks: [{...}], ...}], CdLpmtElecTruthEvt: [[...]], ...}]

Reading all data from file at once could consume much memory. You can either read less events by specifying entry_start and entry_stop arguments, or only read necesarry subevents by passing filter_path argument:

# Read a small batch of events
batch_events = pyjuno.assemble_event(f, entry_start=0, entry_stop=10)

# Read CdLpmtTruth and CdSpmtTruth
spec_events = pyjuno.assemble_event(f, filter_path=["/Event/CdLpmtTruth", "/Event/CdSpmtTruth"])
# or
spec_events = pyjuno.assemble_event(f, filter_path="*pmtTruth")

Metadata

Release files for pyjuno 0.1.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pyjuno 0.1.1
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Built distributions (wheels)

Table of built distributions (wheels) for pyjuno 0.1.1
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pyjuno-0.1.1-cp314-cp314t-win_amd64.whl CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
pyjuno-0.1.1-cp314-cp314t-win32.whl CPython 3.14 CPython 3.14 free-threading Windows x86-32 Details
pyjuno-0.1.1-cp314-cp314t-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
pyjuno-0.1.1-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
pyjuno-0.1.1-cp314-cp314t-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64 Details
pyjuno-0.1.1-cp314-cp314-win_amd64.whl CPython 3.14 CPython 3.14 Windows x86-64 Details
pyjuno-0.1.1-cp314-cp314-win32.whl CPython 3.14 CPython 3.14 Windows x86-32 Details
pyjuno-0.1.1-cp314-cp314-musllinux_1_2_x86_64.whl CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
pyjuno-0.1.1-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.14 CPython 3.14 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
pyjuno-0.1.1-cp314-cp314-macosx_11_0_arm64.whl CPython 3.14 CPython 3.14 macOS 11.0+ ARM64 Details
pyjuno-0.1.1-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
pyjuno-0.1.1-cp313-cp313-win32.whl CPython 3.13 CPython 3.13 Windows x86-32 Details
pyjuno-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
pyjuno-0.1.1-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
pyjuno-0.1.1-cp313-cp313-macosx_11_0_arm64.whl CPython 3.13 CPython 3.13 macOS 11.0+ ARM64 Details
pyjuno-0.1.1-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
pyjuno-0.1.1-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details
pyjuno-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
pyjuno-0.1.1-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
pyjuno-0.1.1-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
pyjuno-0.1.1-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
pyjuno-0.1.1-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
pyjuno-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
pyjuno-0.1.1-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
pyjuno-0.1.1-cp311-cp311-macosx_11_0_arm64.whl CPython 3.11 CPython 3.11 macOS 11.0+ ARM64 Details
pyjuno-0.1.1-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
pyjuno-0.1.1-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details
pyjuno-0.1.1-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
pyjuno-0.1.1-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64 Details
pyjuno-0.1.1-cp310-cp310-macosx_11_0_arm64.whl CPython 3.10 CPython 3.10 macOS 11.0+ ARM64 Details
pyjuno-0.1.1-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
pyjuno-0.1.1-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details
pyjuno-0.1.1-cp39-cp39-musllinux_1_2_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
pyjuno-0.1.1-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64 Details
pyjuno-0.1.1-cp39-cp39-macosx_11_0_arm64.whl CPython 3.9 CPython 3.9 macOS 11.0+ ARM64 Details

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0.1.2

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0.1.1 This release

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