{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## 10. Egyéb, máshova nem sorolható funkciók" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 10.1 Config\n", "A programban lehetőség van konfigurálni (egyelőre még kevés) beállítást. Ilyen pl. a `precision`. Ez azt szabja meg, hogy a megjelenő számok hány tizedesjegyig legyenek kiírva. Ennek bemutatására gyorsan létrehozok egy interferogramot, majd koszinusz-függvény illesztésével kiértékelem." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CosFitMethod\n", "----------\n", "Parameters\n", "----------\n", "Datapoints: 14129\n", "Predicted domain: frequency\n", "Range: from 0.99997 to 4.00000 PHz\n", "Normalized: True\n", "Delay value: Not given\n", "SPP position(s): Not given\n", "----------------------------\n", "Metadata extracted from file\n", "----------------------------\n", "{}\n" ] } ], "source": [ "import pysprint as ps\n", "\n", "g = ps.Generator(1, 4, 3, delay=500, GD=0, GDD=540, normalize=True)\n", "g.generate()\n", "\n", "ifg = ps.CosFitMethod(*g.data)\n", "print(ifg)" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The predicted GD is ± 505.74801 fs based on reference point of 3.00000.\n" ] } ], "source": [ "ifg.GD_lookup(3, engine=\"normal\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A konfigurációt egy különleges `with` contextmanagerrel tudjuk módosítani a következőképpen:\n", "```python\n", "with ps.config.setting(\"beallitas_neve\", beallitas_erteke):\n", " ...\n", "```\n", "Az eredményeket most 8 tizedesjegyig szeretném megkapni, így a futtatni kívánt kódot a `with` blokk belsejébe írom." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working... -" ] }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\program files\\python37\\lib\\site-packages\\scipy\\optimize\\minpack.py:829: OptimizeWarning: Covariance of the parameters could not be estimated\n", " category=OptimizeWarning)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Working... \\" ] }, { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle GD = 500.00000000 \\ fs^1$" ], "text/plain": [ "<IPython.core.display.Math object>" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle GDD = 540.00000000 \\ fs^2$" ], "text/plain": [ "<IPython.core.display.Math object>" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle with \\ R^2 = 1.00000000.$" ], "text/plain": [ "<IPython.core.display.Math object>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "with ps.config.setting(\"precision\", 8):\n", " ifg.optimizer(reference_point=3, order=2, initial_region_ratio=0.01, extend_by=0.01);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Futtatva ugyan ezt a `with` contextmanageren kívül már az alapértelmezett 5 tizedesjegyet használja a program:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working... /" ] }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\program files\\python37\\lib\\site-packages\\scipy\\optimize\\minpack.py:829: OptimizeWarning: Covariance of the parameters could not be estimated\n", " category=OptimizeWarning)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Working... /" ] }, { "data": { "image/png": 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\n", "text/plain": [ "<Figure size 432x288 with 1 Axes>" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle GD = 500.00000 \\ fs^1$" ], "text/plain": [ "<IPython.core.display.Math object>" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle GDD = 540.00000 \\ fs^2$" ], "text/plain": [ "<IPython.core.display.Math object>" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/latex": [ "$\\displaystyle with \\ R^2 = 1.00000.$" ], "text/plain": [ "<IPython.core.display.Math object>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ifg.optimizer(reference_point=3, order=2, initial_region_ratio=0.01, extend_by=0.01);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Ez a konfigurációs beállítás (majdnem) az összes kiírt szám - beleérve a fájlba írt logokat is - tizedesjegyeinek számát szabályozza." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 10.2 Mérési eredmény megadása\n", "\n", "A programba beépített függvénnyel lehetőség van az\n", "\n", "<font size=\"3\">\n", "$X = \\overline{x}_n \\, \\pm \\, \\frac{t_{N-1}}{\\sqrt{N}}\\sigma_{N-1}$\n", "</font>\n", "\n", "képlettel adott mérési eredmény kiszámolására a következő módon: " ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/latex": [ "$\\displaystyle 1.01200 ± 0.16458$" ], "text/plain": [ "<IPython.core.display.Math object>" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "from pysprint.utils import measurement\n", "\n", "# a mérési eredményeink\n", "x = np.array([1.00, 1.10, 1.05, 0.79, 1.12])\n", "\n", "# a függvény hívása 95%-os szignifikancia szint mellett\n", "measurement(x, confidence=0.95);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 10.3 CLI, sablonok\n", "\n", "A program telepítésével egy CLI, azaz Command Line Interface is telepítésre kerül. Ez a terminál/parancssor/Anaconda Prompt segítségével elérhető. A fő funkciója az, hogy sablonokat tud generálni az adott kiértékelési módszerhez, és ezt nem kell mindig újból beírni. Itt a munkafüzetben a `!`-lel érhető el a terminál. Generáljunk egy WFT kiértékeléshez tartozó sablont:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Created template wft-2020-11-06-12-33.py at C:\\pyt\\PySprint\\doc\n" ] } ], "source": [ "!python -m pysprint --template wft" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Attól függően, hogy hogyan települt a program a `python -m` előtag elhagyható. Ez a következő fájlt generálta:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "## PySprint generated template file\n", "## Created at : 2020-11-06 12:33:15.495056\n", "## Method used here : WFTMethod\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import pysprint as ps\n", "\n", "# -----------------------------LOADING DATA-----------------------------------\n", "\n", "ifg = ps.WFTMethod.parse_raw(\n", " \"ifg_file.txt\", \n", " skiprows=0,\n", " decimal=\".\",\n", " sep=None,\n", " delimiter=None,\n", " comment=None,\n", " usecols=None,\n", " names=None,\n", " swapaxes=False,\n", " na_values=None,\n", " skip_blank_lines=True,\n", " keep_default_na=False,\n", " meta_len=1\n", ")\n", "\n", "# -----------------------------PREPROCESSING-----------------------------------\n", "\n", "## change range if needed\n", "# ifg.chrange(current_unit, target_unit)\n", "\n", "## change to frequency domain if needed\n", "# ifg.chdomain()\n", "\n", "## slice domain if needed\n", "# ifg.slice(start, stop)\n", "\n", "## Optionally plot the interferogram\n", "# ifg.plot()\n", "# ifg.show()\n", "\n", "# ------------------------------CALCULATION------------------------------------\n", "## safely remove everything to ensure proper windows\n", "# ifg.remove_all_windows()\n", "\n", "## Add a window sequence\n", "# ifg.add_window_linspace(start, stop, number, fwhm=None, std=None, order=2)\n", "\n", "# OR\n", "\n", "# ifg.add_window_arange(start, stop, step, fwhm=None, std=None, order=2)\n", "\n", "# OR\n", "\n", "# ifg.add_window_geomspace(start, stop, number, fwhm=None, std=None, order=2)\n", "\n", "# OR\n", "\n", "# ifg.add_window(center, fwhm=None, std=None, order=2)\n", "\n", "## Optionally remove windows\n", "\n", "# ifg.remove_window_at(center)\n", "# ifg.remove_window_interval(start, stop)\n", "\n", "## Calculate immediately\n", "# ifg.calculate(reference_point, order, fastmath=False, parallel=False)\n", "\n", "## Plot the heatmap\n", "# ifg.heatmap()\n", "\n", "# OR\n", "\n", "# Build only the GD\n", "# GD_curve = ifg.build_GD(fastmath=False, parallel=False)\n", "\n", "## Preprocess the GD optionally\n", "# GD_curve.slice(start, stop)\n", "\n", "## Fit the GD\n", "# GD_curve.fit(reference_point, order)\n", "\n", "## Plot the fitting and errors optionally\n", "# GD_curve.plot()\n", "# GD_curve.errorplot()\n" ] } ], "source": [ "!type wft-2020-11-06-12-33.py" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A `wft` mellett a `cff`, `spp`, `mm`, és `fft` kulcsszavakkal generálható a megfelelő sablon fájl." ] } ], "metadata": { "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }