HighResAnalysis 0.0.3

Analysis of High Resolution Data from CERN and DESY beam tests

HighResAnalysis

The current repository is in development and is not guaranteed to work The working version can be found https://github.com/diamondIPP/HighResAnalysis

Requirements

• python>=3.6
• (py)ROOT>=6.22
• proteus
• judith (only for CERN data)
• eudaq2 (only for DESY data)

Installation

• download the code shell git clone --recurse-submodules https://github.com/diamondIPP/HighResAnalysis.git cd HighResAnalysis

• Install python3, pip, virtualenv (requires sudo) shell make prepare-dev

• virtual environment and python packages (included in previous step) shell make venv

• required python packages are listed in requirements

• activate virtual environment and install aliases shell source .bash_aliases

Example analysis of the DESY data

the data need to be frist pre-converted:

>analyse --run=4

you will need to import a couple of libraries. Most of the tools are in src.dut_analysis. It will load the data and set all the cuts. The draw module from plotting library has some useful functions and presets that allow plotting histograms and graphs

from HighResAnalysis.src.dut_analysis import *
from HighResAnalysis.plotting.draw import *

Welcome to JupyROOT 6.28/00

Initialize the DUTAnalysis with run number, DUT number, and a string indicating the year and the month of the beam test

run4 = DUTAnalysis(4, 0, '201912')

--- Palette ------ 55

~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
STARTING DUT ANALYSIS of D02, run 4 (Dec 2019), 2.50M ev |
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

************** Initing Converter *****************
*************** Initing PROTEUS ******************

A small function that allows inline plotting of ROOT histograms

def dc(): get_last_canvas().Draw()

Let’s plot a signal distribution

run4.draw_charge_distribution()
dc()

INFO:     10:34:18 --> Creating directory: /Users/hits/Documents/GitHub/HighResAnalysis/HighResAnalysis/results/201912
INFO:     10:34:18 --> saving plot: SignalDist
WARNING:  10:34:19 --> Diamond server is not mounted in /Users/hits/mounts/high-rate