{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Basic Usage" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using matplotlib backend: Qt5Agg\n", "Populating the interactive namespace from numpy and matplotlib\n" ] } ], "source": [ "#2021/04/05 Tutorial on basic functions, first attempt of using VScode\n", "\n", "%reset\n", "%pylab\n", "\n", "import os\n", "\n", "%load_ext autoreload\n", "%autoreload 2\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Overview\n", "\n", "`PySurf` library consists in a set of classes and functions reapresenting 2D data and operations on them.\n", "\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "from pySurf.data2D_class import Data2D" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The main class representing 2D data with `x` and `y` axis is `Data2D` object in `pySurf.data2D_class`. `Data2D` can be initialized by providing a matrix of 2-dimensional data and (optionally) `x` and `y` coordinates. Other options can be passed as well.\n", "\n", "The object interface is built on top of a function library in module `pySurf.data2D`: for almnost each method there is a corresponding function that can be called with something like `pySurf.data2D.function(data, x, y, ..)`.\n", "\n", "Similarly, routines operating on profiles (y as a function of x as couples of vector x and y), are contained in class `pyProfile.Profile` and `pyProfile.profile` which have in many points interfaces similar to modules in `pySurf`. \n", "\n", "Here we will focus on `Data2D` object interface.\n", "\n", "A first way to initialize such an object is by passing directly 2D data, (optionally) coordinates and options.\n", "\n" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "nx = 200\n", "ny = 300\n", "data = np.random.random(nx*ny).reshape(ny,nx)\n", "x = np.arange(nx)*25\n", "y = np.arange(ny)*10\n", "\n", "D = Data2D(data,x,y,units=['mm','mm','um'])\n", "#D.plot()" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "D.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Data and coordinates can be obtained back in any moment simply calling the object:" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [], "source": [ "dd, xx, yy = D()" ] }, { "cell_type": "code", "execution_count": 52, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "200" ] }, "execution_count": 52, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(xx)" ] }, { "cell_type": "code", "execution_count": 54, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(300, 200) (200,) (300,)\n", "Equal? True True True\n" ] } ], "source": [ "dd, xx, yy = D()\n", "\n", "print(dd.shape,xx.shape,yy.shape)\n", "print(\"Equal?\", np.all(dd == data), np.all(x == xx), np.all(y ==yy))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Functions for reading common formats of 2D data are collected in `pySurf.readers` module. The structure and interface of readers is described elsewhere, a reader is essentially a function able to obtain `data, x, y` from a data file, however if the interface is correctly implemented, a reader from `pySurf.readers.instrumentReader` can be passed as argument to at object creation. In this case, additional information are automatically added to the object." ] }, { "cell_type": "code", "execution_count": 56, "metadata": {}, "outputs": [], "source": [ "infolder=r'..\\..\\test\\input_data\\4D\\180215_C1S06_cut'\n", "fn = '180215_C1S01_RefSub.csv'\n", "file = os.path.join(infolder,fn)" ] }, { "cell_type": "code", "execution_count": 57, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "first argument is string, use it as filename\n" ] } ], "source": [ "from pySurf.data2D_class import Data2D\n", "from pySurf.instrumentReader import matrix4D_reader\n", "\n", "D = Data2D(file, strip=True, reader = matrix4D_reader)" ] }, { "cell_type": "code", "execution_count": 58, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 58, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "D.plot()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Data manipulation functions\n", "\n", "Basic operations like cropping or leveling can be applied by means of corresponding methods. Information about methods and options can be obtained by means of usual Python introspection methods.\n", "\n", "Here some example:\n" ] }, { "cell_type": "code", "execution_count": 62, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 62, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "D2 = D.level((4,2))\n", "D2.plot() #Level 4 legendre along `x` and 2 along `y`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "`plotting` module contains commodity functions for plotting of data and comparisons, we use `plotting.multiplots.compare_images` to compare the original data with the modified version." ] }, { "cell_type": "code", "execution_count": 63, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[, ]" ] }, "execution_count": 63, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pySurf.data2D import compare_2images\n", "\n", "compare_2images(D.data,D2.data,D.x,D.y)\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "D2 = D.level((4,2))\n", "\n", "for d in compare_images(D,D2):\n", " d.plot()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from pySurf.psd2d import calculatePSD\n", "from pySurf.psd2d import psd2d, plot_psd2d,avgpsd2d\n", "from pySurf.data2D import crop_data\n" ] } ], "metadata": { "finalized": { "timestamp": 1636662134349, "trusted": false }, "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 4 }