{ "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", "st = 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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