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Module for loading, interpolating and plotting data taken at the SGM Beamline at the Canadian Light Source.

Project description

Helper module for working with data from the SGM Beamline

Installation:

Using pip:

pip install sgm-data

or from source:

git clone https://github.lightsource.ca/arthurz/sgmdata ./sgmdata
cd sgmdata
python setup.py install

Usage:

First import the package, and select data to load in.

import sgmdata 
data = sgmdata.SGMData(["file1.hdf5", "file2.hdf5", "..."])

This will identify the independent axis, signals and other data within the files listed. The file load list also works with hsds domains.

data = sgmdata.SGMData(["file1.data.sgm-hdf5.lightsource.ca", "..."])

Useful functions:

data.scans  #contains a dictionary of the identified data arrays loaded from your file list
data.interpolate(start=270, stop=2000, resolution=0.5) #bin the data in scans dictionary and interpolates missing points
data.average(scans=[("file1.hdf5", "entry1"), ("file2.hdf5", "entry3")]) #TODO:  average interpolated data in scans dictionary. 

Project details


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Files for sgm-data, version 0.1b0
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Filename, size sgm-data-0.1b0.tar.gz (6.3 kB) File type Source Python version None Upload date Hashes View

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