Difference between revisions of "LST1Analysis MVA"

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(Analysis of LST1 data)
(Analysis of LST1 data)
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* Low level DRS4 calibration <br/>calibration.hdf5
 
* Low level DRS4 calibration <br/>calibration.hdf5
  
Convert example jupyter notebook to python
+
Convert example jupyter notebook to python and run
 
<pre style="color: blue">
 
<pre style="color: blue">
 
cd cta-lstchain/notebooks
 
cd cta-lstchain/notebooks
 
jupyter nbconvert --to python Analyze_real_muon_data.ipynb
 
jupyter nbconvert --to python Analyze_real_muon_data.ipynb
 +
</pre>
 +
 +
Fix path of location of data, pedestal and calibration:
 +
<pre>
 +
source = event_source(input_url="../data/LST-1.4.Run00442.0001.fits.fz",max_events=None)
 +
pedestal_path="../pedestal/pedestal_file_run446_0000.fits",
 +
with HDF5TableReader('../calibration/calibration.hdf5') as h5_table:
 
</pre>
 
</pre>

Revision as of 14:32, 13 November 2019

Location of LST1 data at PIC

  • Directory: /pnfs/pic.es/data/cta/LST/Data/ZFITS/

Location of LST1 at La Palma

  • Directory: /fefs/onsite/data
    Use cp01/cp02 to copy out data, never the login machine

Run summary info/data-check

Analysis of LST1 data

Donwload LST analysis software cta-lstchain (wrapper that uses centrally supported ctapipe routines)

git clone https://github.com/cta-observatory/cta-lstchain.git
cd cta-lstchain
conda env create -f environment.yml
conda activate cta 

Files needed to analyze golden Run 442 (20190527):

  • Pedestal run
    pedestal_file_run446_0000.fits
  • Low level DRS4 calibration
    calibration.hdf5

Convert example jupyter notebook to python and run

cd cta-lstchain/notebooks
jupyter nbconvert --to python Analyze_real_muon_data.ipynb

Fix path of location of data, pedestal and calibration:

source = event_source(input_url="../data/LST-1.4.Run00442.0001.fits.fz",max_events=None)
pedestal_path="../pedestal/pedestal_file_run446_0000.fits",
with HDF5TableReader('../calibration/calibration.hdf5') as h5_table: