{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Grids and ticks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This section demonstrates options available for axes grids and ticks." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Import packages:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import fivecentplots as fcp\n", "import numpy as np\n", "import pandas as pd\n", "from pathlib import Path" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Read some dummy data for examples:" ] }, { "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(Path(fcp.__file__).parent / 'test_data/fake_data.csv')\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Optionally set the design theme (skipping here and using default):" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "#fcp.set_theme('gray')\n", "#fcp.set_theme('white')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Grids" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Grid properties apply to a specific axis: \n", "\n", "* major vs. minor\n", "* ``x`` vs. ``x2`` vs. ``y`` vs. ``y2``\n", "\n", "**fivecentplots** allows you to adjust all major and all minor grids together (using `grid_major_` as a keyword prefix) or to adjust only a specific axis (using `grid_major__` as a keyword prefix)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Major grid" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By default, only major gridlines for the primary axes are visible in a plot. Notice below that the secondary y-axis has tick marks only." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y=['Voltage', 'I [A]'], twin_x=True, legend='Die', \n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can disable both primary gridlines using the `grid_major` keyword:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " grid_major=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or we can just disable one gridline by specifying the axis of interest in our keyword:" ] }, { "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=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " grid_major_y=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also turn on the secondary y-axis grid and give it a distinct look:" ] }, { "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=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " grid_major_y2=True, grid_major_y2_style='--')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also customize the gridline color and style (albeit in a truly awful way here):" ] }, { "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=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " grid_major_y2=True, grid_major_y2_style='--', grid_major_y2_width=8,\n", " grid_major_x_color='#00FF00', grid_major_x_alpha=0.3, grid_major_y_color='#FF00FF')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Minor grid" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Minor grids are disabled by default but can be turned on and styled using either the `grid_minor_` family of keywords to adjust all primary axes, or the `grid_minor_` family of keywords to change a single axis." ] }, { "cell_type": "code", "execution_count": 9, "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=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " grid_minor=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tick marks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visibility" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Tick marks are controlled by keywords with the prefix `ticks_major_` or `ticks_minor_` and, like grid lines, can be controlled as one for major and minor ticks or by specific axis. They are enabled by default on the inside of the plot whenever a grid line is enabled. However, you can enable tick marks without enabling the accompanying grid lines:" ] }, { "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=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " ticks_minor=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tick Style" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All tick mark parameters can be changed via keywords at the time of plot execution or on a more permanent basis via the theme file. Consider the option below:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " ticks_major_direction='out', ticks_major_color='#aaaaaa', ticks_major_length=5, ticks_major_width=0.8)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tick increment" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For major tick marks, instead of specifying a number of tick marks to display we specify the tick *increment*:" ] }, { "cell_type": "code", "execution_count": 12, "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=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " ticks_major_y_increment=0.2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For minor ticks however, it is easier to specify the *number* of minor ticks to use via the `ticks_minor__number` keyword. The interval between minor ticks will then be calculated automatically. Setting the number of ticks automatically turns on the tick marks without explicitly setting `ticks_minor_=True`. \n", "\n", ".. note:: Note that this option only works for linearly scaled axis. Minor log axis will always have 8 minor ticks with log spacing (notice the `number` is ignored for the \"y2\" axis below)." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y=['Voltage', 'I [A]'], twin_x=True, legend='Die', ax2_scale='logy',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " ticks_minor_x_number=5, ticks_minor_y_number=10, ticks_minor_y2_number=4)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tick labels" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### General comments" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In addition to tick markers, we can control the labels associated with those markers for both major and minor axes. Note the following:\n", "\n", "* Tick marks are automatically enabled if tick labels are enabled\n", "* Tick labels are not automatically enabled when tick marks are enabled, but they are automatically disabled if tick marks are disabled\n", "* Major tick labels are always on by default unless shut off intentionally\n", "* Minor tick labels are always off by default and must be turned on intentionally" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Turn off all ticks
\n", "(Notice the labels are not affected since they are independent ``Element`` objects)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " ticks_major=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Turn on minor ticks
\n", "This is done using the `tick_labels_minor` family of keywords:" ] }, { "cell_type": "code", "execution_count": 15, "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]', legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " tick_labels_minor=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Tick cleanup" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "One challenge with tick labels is the potential for label to label overlap depending on the number of ticks displayed and the size of the plot. **fivecentplots** employs algorithms that looks for tick label collision problems within a plot and between subplots and throws out certain labels while leaving the actual tick mark intact. Consider the following example:" ] }, { "cell_type": "code", "execution_count": 16, "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=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " tick_labels_minor=True, ax_scale='logy', ax2_scale='lin', ticks_minor_x_number=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Notice that all tick marks are present, but not all tick marks have labels. For instance, the x-axis has 5 ticks as specified by `ticks_minor_x_number=5`, but only the 2nd and 4th tick labels are displayed. This is the result of tick cleanup. We can disable the cleanup algorithm by setting the keyword `tick_cleanup=False`. However, this may produce an undesirable result:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " tick_labels_minor=True, ax_scale='logy', ax2_scale='lin', ticks_minor_x_number=5, tick_cleanup=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To fit more tick labels in, try increasing the axes size, rotating the tick labels (if applicable), and/or changing font sizes:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y=['Voltage', 'I [A]'], twin_x=True, legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " tick_labels_minor=True, ax_scale='logy', ax2_scale='lin', ticks_minor_x_number=5,\n", " ax_size=[600,400], tick_labels_minor_x_rotation=90, tick_labels_major_y2_font_size=11) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scientific notation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Linear scale axis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**fivecentplots** will attempt to make an intelligent decision about how to display tick labels when the range of data and/or the discrete tick values are very small/large. Consider the following example with very small `y` values. Notice that the values on the y-axis default to exponential notation rather than explicitly writing out 18 zeros after the decimal place." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.linspace(1, 10, 10)\n", "y = np.linspace(1E-19, 1E-18, 10)\n", "fcp.plot(pd.DataFrame({'x': x, 'y': y}), x='x', y='y')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, for very large values:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.linspace(1, 10, 10)\n", "y = np.linspace(1E18, 1E19, 10)\n", "fcp.plot(pd.DataFrame({'x': x, 'y': y}), x='x', y='y')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You can disable the auto-formatting of ticks by setting the keywords `sci_x` and/or `sci_y` to `False`: " ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.linspace(1, 10, 10)\n", "y = np.linspace(1E18, 1E19, 10)\n", "fcp.plot(pd.DataFrame({'x': x, 'y': y}), x='x', y='y', sci_y=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Log scale axis" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now consider the following log-scaled plot. By default, the major tick labels for a log axis are powers of 10 if the values are large." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='Voltage', legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " ax_scale='logy', ymin=0.00001, ymax=100000000)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can force the tick values to regular numerals as we did above by setting the keywords `sci_x` and/or `sci_y` to `False`. " ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='Voltage', legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " ax_scale='logy', ymin=0.00001, ymax=100000000, sci_y=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can force tick marks of a log-scaled axis to exponential notation by setting the keywords `sci_x` and/or `sci_y` to `True`." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fcp.plot(df, x='Voltage', y='Voltage', legend='Die',\n", " filter='Substrate==\"Si\" & Target Wavelength==450 & Boost Level==0.2 & Temperature [C]==25 & Die==\"(-1,2)\"',\n", " ax_scale='logy', ymin=0.00001, ymax=100000000, sci_y=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Colorbar" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also force scientific notation on the color bar axis by setting the kwargs `sci_z=True`:" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df2 = pd.read_csv(Path(fcp.__file__).parent / 'test_data/fake_data_contour.csv')\n", "fcp.contour(df2, x='X', y='Y', z='Value', row='Batch', col='Experiment', filled=True,\n", " cbar=True, xmin=-3, xmax=3, ymin=-3, ymax=3, ax_size=[250,250], \n", " label_rc_font_size=12, levels=40, sci_z=True)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.8.13" }, "toc": { "base_numbering": 1, "nav_menu": {}, "number_sections": true, "sideBar": true, "skip_h1_title": true, "title_cell": "Table of Contents", "title_sidebar": "Contents", "toc_cell": false, "toc_position": { "height": "781px", "left": "0px", "right": "1343px", "top": "119px", "width": "211.989px" }, "toc_section_display": "block", "toc_window_display": true } }, "nbformat": 4, "nbformat_minor": 2 }