{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Miscellaneous" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Imports" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "%matplotlib inline\n", "import fivecentplots as fcp\n", "import pandas as pd\n", "import numpy as np\n", "import os, sys, pdb\n", "osjoin = os.path.join\n", "db = pdb.set_trace" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sample data" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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SubstrateTarget WavelengthBoost LevelTemperature [C]DieVoltageI SetI [A]
0Si4500.225(1,1)0.00.00.0
1Si4500.225(1,1)0.10.00.0
2Si4500.225(1,1)0.20.00.0
3Si4500.225(1,1)0.30.00.0
4Si4500.225(1,1)0.40.00.0
\n", "
" ], "text/plain": [ " Substrate Target Wavelength Boost Level Temperature [C] Die Voltage \\\n", "0 Si 450 0.2 25 (1,1) 0.0 \n", "1 Si 450 0.2 25 (1,1) 0.1 \n", "2 Si 450 0.2 25 (1,1) 0.2 \n", "3 Si 450 0.2 25 (1,1) 0.3 \n", "4 Si 450 0.2 25 (1,1) 0.4 \n", "\n", " I Set I [A] \n", "0 0.0 0.0 \n", "1 0.0 0.0 \n", "2 0.0 0.0 \n", "3 0.0 0.0 \n", "4 0.0 0.0 " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv(osjoin(os.path.dirname(fcp.__file__), 'tests', 'fake_data.csv'))\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Set theme" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "(Only needs to be run once)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Previous theme file found! Renaming to \"defaults_old.py\" and copying new theme...done!\n" ] } ], "source": [ "fcp.set_theme('gray')\n", "#fcp.set_theme('white')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Other" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "SHOW = False" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Text boxes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One or more text boxes can be added to any plot via the ``text`` ``Element`` class. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Single text box" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "First we consider a single, non-styled text box:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', ax_scale='loglog', legend='Die', show=SHOW, xmin=0.9, \n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25', \n", " text='Die (-1,2) shows best response', text_position=[0, 380])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Single text box with styling" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can enhance the look of the text box by accessing color and font properties in the ``text`` object using keyword arguments or by definition in a custom theme file. For example, to set the text box fill color, use `text_fill_color`. The following attributes are defined by default for a text box:\n", "\n", "* `edge_color`: none\n", "\n", "* `fill_color`: none\n", "\n", "* `font`: sans-serif\n", "\n", "* `font_size`: 14\n", "\n", "* `font_style`: normal\n", "\n", "* `font_weight`: normal" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', ax_scale='loglog', legend='Die', show=SHOW, xmin=0.9, \n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25', \n", " text='Die (-1,2) shows\\nbest response', text_position=[10, 340], text_font_size=20,\n", " text_edge_color='#FF0000', text_font_color='#00FF00', text_fill_color='#ffffff')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Multiple text boxes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also add multiple text boxes. Because each styling attribute is a `RepeatedList`, we do not have to explicitly define all attributes for each text box. The provided list of attributes or defaults is cycled through for each text box. Notice below that we define a custom position and font size for each text string, but only one `fill_color` and only two `font_color` values. Because these attributes are `RepeatedList` objects, all elements share the same `fill_color` and the first and third text string share the same `font_color`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', ax_scale='loglog', legend='Die', show=SHOW, xmin=0.9, \n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25', \n", " text=['Die (-1,2) shows best response', '(c) 2019', 'Boom!'], \n", " text_position=[[10, 379], [10, 10], [320, 15]], text_font_color=['#000000', '#FF00FF'],\n", " text_font_size=[14, 8, 18], text_fill_color='#FFFFFF')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Position" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Coordinate systems" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Text box locations can be specified relative to different elements of a given figure:\n", "\n", "* \"axis\": (0,0) is at the lower left corner of the plot window [default]\n", "\n", "* \"figure\": (0,0) is at the lower left corner of the entire figure window\n", "\n", "* \"data\": position is relative to the actual x,y data coordinates\n", "\n", "This value is toggled using the `text_coordinate` keyword. In the examples below, notice how the `text_position` must change with each coordinate system in order to keep the text box in the same general location." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By \"axis\" [default]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', ax_scale='loglog', legend='Die', show=SHOW, xmin=0.9, \n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25', \n", " text='Die (-1,2) shows best response', text_position=[0, 380])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By \"figure\"" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', ax_scale='loglog', legend='Die', show=SHOW, xmin=0.9, \n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25', \n", " text='Die (-1,2) shows best response', text_position=[110, 440], text_coordinate='figure')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By \"data\"" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', ax_scale='loglog', legend='Die', show=SHOW, xmin=0.9, \n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25', \n", " text='Die (-1,2) shows best response', text_position=[0.903, 1.2], text_coordinate='data')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Units" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, \"axis\" and \"figure\" referenced position values are units of pixels. We can cast these into relative units between 0 and 1 (0 and 100%) of scale using the keyword `text_units`." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='I [A]', ax_scale='loglog', legend='Die', show=SHOW, xmin=0.9, \n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25', \n", " text='Die (-1,2) shows best response', text_position=[0, 0.95], text_units='relative')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.6.4" }, "toc": { "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": true, "toc_cell": false, "toc_position": { "height": "779px", "left": "0px", "right": "1453px", "top": "119px", "width": "212px" }, "toc_section_display": "block", "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 2 }