From 9058230e4440a49c139244b60ca8abea84f07110 Mon Sep 17 00:00:00 2001 From: "David H. Hagan" Date: Wed, 24 Apr 2024 17:36:40 -0400 Subject: [PATCH 1/2] First pass at docstrings complete --- docs/Makefile | 47 ++- docs/_static/copybutton.js | 59 +++ docs/_static/css/custom.css | 113 +++++ docs/_tutorial/Makefile | 10 + docs/api.rst | 60 +++ docs/conf.py | 154 +++++-- .../anscombes_quartet_thumb.png | Bin 0 -> 6685 bytes docs/example_thumbs/dielplot_thumb.png | Bin 0 -> 1039 bytes docs/example_thumbs/pollution_rose_thumb.png | Bin 0 -> 1039 bytes docs/example_thumbs/regression_thumb.png | Bin 0 -> 16653 bytes docs/examples/_images/anscombes_quartet.png | Bin 0 -> 28420 bytes docs/examples/_images/dielplot.png | Bin 0 -> 28393 bytes docs/examples/_images/pollution_rose.png | Bin 0 -> 43089 bytes docs/examples/_images/regression.png | Bin 0 -> 34063 bytes docs/examples/anscombes_quartet.py | 18 + docs/examples/anscombes_quartet.rst | 19 + docs/examples/dielplot.py | 30 ++ docs/examples/dielplot.rst | 19 + docs/examples/index.rst | 147 +++++++ docs/examples/pollution_rose.py | 18 + docs/examples/pollution_rose.rst | 19 + docs/examples/regression.py | 19 + docs/examples/regression.rst | 19 + docs/generated/atmospy.calendarplot.rst | 6 + docs/generated/atmospy.dielplot.rst | 6 + docs/generated/atmospy.get_dataset_names.rst | 6 + docs/generated/atmospy.load_dataset.rst | 6 + docs/generated/atmospy.pollutionroseplot.rst | 6 + docs/generated/atmospy.regplot.rst | 6 + docs/generated/atmospy.set_theme.rst | 6 + docs/index.rst | 67 ++- docs/installing.rst | 74 ++++ docs/sphinxext/gallery_generator.py | 392 ++++++++++++++++++ docs/tools/nb_to_doc.py | 178 ++++++++ docs/tools/set_nb_kernels.py | 22 + docs/tutorial.rst | 37 ++ docs/tutorial/Introduction.rst | 27 ++ docs/tutorial/aesthetics.rst | 12 + docs/tutorial/data.rst | 20 + docs/tutorial/plots.rst | 73 ++++ docs/tutorial/plots_files/plots_3_0.png | Bin 0 -> 50498 bytes docs/tutorial/plots_files/plots_5_1.png | Bin 0 -> 12598 bytes docs/tutorial/plots_files/plots_7_0.png | Bin 0 -> 56010 bytes docs/tutorial/pollution_roses.rst | 6 + 44 files changed, 1647 insertions(+), 54 deletions(-) create mode 100644 docs/_static/copybutton.js create mode 100644 docs/_static/css/custom.css create mode 100644 docs/_tutorial/Makefile create mode 100644 docs/api.rst create mode 100644 docs/example_thumbs/anscombes_quartet_thumb.png create mode 100644 docs/example_thumbs/dielplot_thumb.png create mode 100644 docs/example_thumbs/pollution_rose_thumb.png create mode 100644 docs/example_thumbs/regression_thumb.png create mode 100644 docs/examples/_images/anscombes_quartet.png create mode 100644 docs/examples/_images/dielplot.png create mode 100644 docs/examples/_images/pollution_rose.png create mode 100644 docs/examples/_images/regression.png create mode 100644 docs/examples/anscombes_quartet.py create mode 100644 docs/examples/anscombes_quartet.rst create mode 100644 docs/examples/dielplot.py create mode 100644 docs/examples/dielplot.rst create mode 100644 docs/examples/index.rst create mode 100644 docs/examples/pollution_rose.py create mode 100644 docs/examples/pollution_rose.rst create mode 100644 docs/examples/regression.py create mode 100644 docs/examples/regression.rst create mode 100644 docs/generated/atmospy.calendarplot.rst create mode 100644 docs/generated/atmospy.dielplot.rst create mode 100644 docs/generated/atmospy.get_dataset_names.rst create mode 100644 docs/generated/atmospy.load_dataset.rst create mode 100644 docs/generated/atmospy.pollutionroseplot.rst create mode 100644 docs/generated/atmospy.regplot.rst create mode 100644 docs/generated/atmospy.set_theme.rst create mode 100644 docs/installing.rst create mode 100755 docs/sphinxext/gallery_generator.py create mode 100755 docs/tools/nb_to_doc.py create mode 100644 docs/tools/set_nb_kernels.py create mode 100644 docs/tutorial.rst create mode 100644 docs/tutorial/Introduction.rst create mode 100644 docs/tutorial/aesthetics.rst create mode 100644 docs/tutorial/data.rst create mode 100644 docs/tutorial/plots.rst create mode 100644 docs/tutorial/plots_files/plots_3_0.png create mode 100644 docs/tutorial/plots_files/plots_5_1.png create mode 100644 docs/tutorial/plots_files/plots_7_0.png create mode 100644 docs/tutorial/pollution_roses.rst diff --git a/docs/Makefile b/docs/Makefile index d4bb2cb..e122a1d 100644 --- a/docs/Makefile +++ b/docs/Makefile @@ -3,18 +3,49 @@ # You can set these variables from the command line, and also # from the environment for the first two. -SPHINXOPTS ?= -SPHINXBUILD ?= sphinx-build +SPHINXOPTS = +SPHINXBUILD = sphinx-build SOURCEDIR = . BUILDDIR = _build +# Internal variables. +PAPEROPT_a4 = -D latex_paper_size=a4 +PAPEROPT_letter = -D latex_paper_size=letter +ALLSPHINXOPTS = -d $(BUILDDIR)/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) . + +.PHONY: help clean html notebooks + # Put it first so that "make" without argument is like "make help". help: - @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) + @echo "Please use \`make ' where is one of" + @echo " clean to remove generated output" + @echo " html to make standalone HTML files" + @echo " notebooks to make the Jupyter notebook-based tutorials" + +clean: + -rm -rf $(BUILDDIR)/* + -rm -rf example_thumbs/* + -rm -rf examples/* + -rm -rf generated/* + -$(MAKE) -C _tutorial clean + +. PHONY: tutorials +tutorials: + @mkdir -p tutorial + @$(MAKE) -C _tutorial + +notebooks: tutorials + +html: + $(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html + @echo + @echo "Build finished. The HTML pages are in $(BUILDDIR)/html." + +# .PHONY: help Makefile -.PHONY: help Makefile +# # Catch-all target: route all unknown targets to Sphinx using the new +# # "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). +# %: Makefile +# @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) -# Catch-all target: route all unknown targets to Sphinx using the new -# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). -%: Makefile - @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) +# notebooks: tutorials \ No newline at end of file diff --git a/docs/_static/copybutton.js b/docs/_static/copybutton.js new file mode 100644 index 0000000..1436ea6 --- /dev/null +++ b/docs/_static/copybutton.js @@ -0,0 +1,59 @@ +// originally taken from scikit-learn's Sphinx theme +$(document).ready(function() { + /* Add a [>>>] button on the top-right corner of code samples to hide + * the >>> and ... prompts and the output and thus make the code + * copyable. + * Note: This JS snippet was taken from the official python.org + * documentation site.*/ + var div = $('.highlight-python .highlight,' + + '.highlight-python3 .highlight,' + + '.highlight-pycon .highlight') + var pre = div.find('pre'); + + // get the styles from the current theme + pre.parent().parent().css('position', 'relative'); + var hide_text = 'Hide the prompts and output'; + var show_text = 'Show the prompts and output'; + var border_width = pre.css('border-top-width'); + var border_style = pre.css('border-top-style'); + var border_color = pre.css('border-top-color'); + var button_styles = { + 'cursor':'pointer', 'position': 'absolute', 'top': '0', 'right': '0', + 'border-color': border_color, 'border-style': border_style, + 'border-width': border_width, 'color': border_color, 'text-size': '75%', + 'font-family': 'monospace', 'padding-left': '0.2em', 'padding-right': '0.2em' + } + + // create and add the button to all the code blocks that contain >>> + div.each(function(index) { + var jthis = $(this); + if (jthis.find('.gp').length > 0) { + var button = $('>>>'); + button.css(button_styles) + button.attr('title', hide_text); + jthis.prepend(button); + } + // tracebacks (.gt) contain bare text elements that need to be + // wrapped in a span to work with .nextUntil() (see later) + jthis.find('pre:has(.gt)').contents().filter(function() { + return ((this.nodeType == 3) && (this.data.trim().length > 0)); + }).wrap(''); + }); + + // define the behavior of the button when it's clicked + $('.copybutton').toggle( + function() { + var button = $(this); + button.parent().find('.go, .gp, .gt').hide(); + button.next('pre').find('.gt').nextUntil('.gp, .go').css('visibility', 'hidden'); + button.css('text-decoration', 'line-through'); + button.attr('title', show_text); + }, + function() { + var button = $(this); + button.parent().find('.go, .gp, .gt').show(); + button.next('pre').find('.gt').nextUntil('.gp, .go').css('visibility', 'visible'); + button.css('text-decoration', 'none'); + button.attr('title', hide_text); + }); +}); \ No newline at end of file diff --git a/docs/_static/css/custom.css b/docs/_static/css/custom.css new file mode 100644 index 0000000..de118f1 --- /dev/null +++ b/docs/_static/css/custom.css @@ -0,0 +1,113 @@ +/**** Overriding theme defaults ****/ + +html[data-theme=light]{ + --pst-color-primary: rgb(52, 54, 99); + --pst-color-secondary: rgb(107, 161, 174); + --pst-color-link: rgb(74, 105, 145); + --pst-color-inline-code: rgb(96, 141, 130); + } + + :root { + --pst-font-size-h1: 38px; + --pst-font-size-h2: 32px; + --pst-font-size-h3: 27px; + --pst-font-size-h4: 22px; + --pst-font-size-h5: 18px; + --pst-font-size-h6: 15px; + + } + + /* Syntax highlighting */ + + /* string literals */ + html[data-theme=light] .highlight .s2 { + color: rgb(74, 105, 145); + font-weight: normal; + } + /* number literals */ + html[data-theme=light] .highlight .mi { + color: rgb(136, 97, 153); + font-weight: normal; + } + html[data-theme=light] .highlight .mf { + color: rgb(136, 97, 153); + font-weight: normal; + } + /* operators */ + html[data-theme=light] .highlight .o { + color: rgb(219, 164, 117); + font-weight: bold; + } + /* builtins */ + html[data-theme=light] .highlight .kc { + color: rgb(107, 161, 174); + font-weight: bold; + } + + /* Use full page width without sidebars */ + .bd-content { + max-width: 100%; + flex-grow: 1; + } + + /* Function signature customization */ + dt { + font-weight: 500; + color: rgb(52, 54, 99); + } + + span.default_value { + color: rgb(124, 141, 138); + } + + /* highlight over function signature after link */ + dt:target, span.highlighted { + background-color: #fdebba; + } + + /* *********************************************************************** */ + + /* --- Badges for categorizing release notes --- */ + + .label, + .badge { + display: inline-block; + padding: 2px 4px; + font-size: 11.844px; + /* font-weight: bold; */ + line-height: 13px; + color: #ffffff; + vertical-align: baseline; + white-space: nowrap; + /* text-shadow: 0 -1px 0 rgba(0, 0, 0, 0.25); */ + background-color: #999999; + } + .badge { + padding-left: 9px; + padding-right: 9px; + -webkit-border-radius: 9px; + -moz-border-radius: 9px; + border-radius: 9px; + opacity: 70%; + } + .badge-api { + background-color: #c44e52; + } + .badge-defaults { + background-color: #dd8452; + } + .badge-docs { + background-color: #8172b3; + } + .badge-feature { + background-color: #55a868; + } + .badge-enhancement { + background-color: #4c72b0; + } + .badge-fix { + background-color: #ccb974; + } + .badge-build { + background-color: #937860; + } \ No newline at end of file diff --git a/docs/_tutorial/Makefile b/docs/_tutorial/Makefile new file mode 100644 index 0000000..a6dbef4 --- /dev/null +++ b/docs/_tutorial/Makefile @@ -0,0 +1,10 @@ +rst_files := $(patsubst %.ipynb,../tutorial/%.rst,$(wildcard *.ipynb)) +export MPLBACKEND := module://matplotlib_inline.backend_inline + +tutorial: ${rst_files} + +../tutorial/%.rst: %.ipynb + ../tools/nb_to_doc.py $*.ipynb ../tutorial + +clean: + rm -rf ../tutorial \ No newline at end of file diff --git a/docs/api.rst b/docs/api.rst new file mode 100644 index 0000000..d6d40cc --- /dev/null +++ b/docs/api.rst @@ -0,0 +1,60 @@ +.. _api_ref: + +API Reference +============= + +.. currentmodule:: atmospy + +.. _style_api: + +Themeing +-------- + +.. autosummary:: + :toctree: generated/ + :nosignatures: + + set_theme + +Utility Functions +----------------- + +.. autosummary:: + :toctree: generated/ + :nosignatures: + + load_dataset + get_dataset_names + +.. _function_api: + +Plotting Functions +------------------ + +Regression Plots +~~~~~~~~~~~~~~~~~ + +.. autosummary:: + :toctree: generated/ + :nosignatures: + + regplot + +Trend Plots +~~~~~~~~~~~ + +.. autosummary:: + :toctree: generated/ + :nosignatures: + + calendarplot + dielplot + +Source Attribution Plots +~~~~~~~~~~~~~~~~~~~~~~~~ + +.. autosummary:: + :toctree: generated/ + :nosignatures: + + pollutionroseplot \ No newline at end of file diff --git a/docs/conf.py b/docs/conf.py index 2abc12b..46c7c53 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -12,23 +12,18 @@ # import os import sys -import sphinx_bootstrap_theme +import time +import atmospy + sys.path.insert(0, os.path.abspath('sphinxext')) # -- Project information ----------------------------------------------------- project = 'atmospy' -import time -copyright = '2021-{}, QuantAQ, Inc.'.format(time.strftime("%Y")) -author = 'QuantAQ' - -# The full version, including alpha/beta/rc tags -sys.path.insert(0, os.path.abspath(os.path.pardir)) -import atmospy -release = atmospy.__version__ -version = atmospy.__version__ - +copyright = '2021-{}'.format(time.strftime("%Y")) +author = 'David H. Hagan' +version = release = atmospy.__version__ # -- General configuration --------------------------------------------------- @@ -43,53 +38,148 @@ 'sphinx.ext.autosummary', 'sphinx.ext.intersphinx', 'matplotlib.sphinxext.plot_directive', + 'gallery_generator', + # 'tutorial_builder', 'numpydoc', - 'sphinx_issues' + 'sphinx_copybutton', + 'sphinx_issues', + 'sphinx_design', ] -issues_github_path = "quant-aq/atmospy" - # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] +# The root document. +root_doc = "index" + # List of patterns, relative to source directory, that match files and # directories to ignore when looking for source files. # This pattern also affects html_static_path and html_extra_path. -exclude_patterns = ['_build', 'Thumbs.db', '.DS_Store'] +exclude_patterns = ['_build', 'docstrings', 'nextgen', 'Thumbs.db', '.DS_Store'] + +# The reST default role (used for this markup: `text`) to use for all documents. +default_role = 'literal' +# Generate the API documentation when building autosummary_generate = True numpydoc_show_class_members = False +# Sphinx-issues configuration +issues_github_path = "dhhagan/atmospy" + +# Include the example source for plots in API docs plot_include_source = True plot_formats = [("png", 90)] plot_html_show_formats = False plot_html_show_source_link = False # -- Options for HTML output ------------------------------------------------- +# Don't add a source link in the sidebar +html_show_sourcelink = False + +# Control the appearance of type hints +autodoc_typehints = "none" +autodoc_typehints_format = "short" + +# Allow shorthand references for main function interface +rst_prolog = """ +.. currentmodule:: atmospy +""" + +# Define replacements (used in whatsnew bullets) +rst_epilog = r""" + +.. role:: raw-html(raw) + :format: html + +.. role:: raw-latex(raw) + :format: latex + +.. |API| replace:: :raw-html:`API` :raw-latex:`{\small\sc [API]}` +.. |Defaults| replace:: :raw-html:`Defaults` :raw-latex:`{\small\sc [Defaults]}` +.. |Docs| replace:: :raw-html:`Docs` :raw-latex:`{\small\sc [Docs]}` +.. |Feature| replace:: :raw-html:`Feature` :raw-latex:`{\small\sc [Feature]}` +.. |Enhancement| replace:: :raw-html:`Enhancement` :raw-latex:`{\small\sc [Enhancement]}` +.. |Fix| replace:: :raw-html:`Fix` :raw-latex:`{\small\sc [Fix]}` +.. |Build| replace:: :raw-html:`Build` :raw-latex:`{\small\sc [Deps]}` + +""" # noqa + +# rst_epilog += "\n".join([ +# f".. |{key}| replace:: :ref:`{key} <{val.__class__.__name__.lower()}_property>`" +# for key, val in PROPERTIES.items() +# ]) + + + + + + + + + # The theme to use for HTML and HTML Help pages. See the documentation for # a list of builtin themes. # -html_theme = 'bootstrap' +html_theme = 'pydata_sphinx_theme' + +# Add any paths that contain custom static files (such as style sheets) here, +# relative to this directory. They are copied after the builtin static files, +# so a file named 'default.css' will overwrite the builtin 'default.css'. +html_static_path = ['_static', 'example_thumbs'] +for path in html_static_path: + if not os.path.exists(path): + os.makedirs(path) + +html_css_files = [f'css/custom.css?v={atmospy.__version__}'] + +# html_logo = "_static/logo-wide-lightbg.svg" +# html_favicon = "_static/favicon.ico" html_theme_options = { - 'source_link_position': 'footer', - 'bootswatch_theme': "paper", - "navbar_title": " ", - 'navbar_sidebarrel': False, - 'bootstrap_version': "3", - 'nosidebar': True, - 'body_max_width': "100%", - 'navbar_links': [ - ("Gallery", "examples/index"), - ("Tutorial", "tutorial"), - ("API", "api") + "icon_links": [ + { + "name": "GitHub", + "url": "https://github.com/dhhagan/atmospy", + "icon": "fab fa-github", + "type": "fontawesome", + }, + # { + # "name": "StackOverflow", + # "url": "https://stackoverflow.com/tags/seaborn", + # "icon": "fab fa-stack-overflow", + # "type": "fontawesome", + # }, + # { + # "name": "Twitter", + # "url": "https://twitter.com/michaelwaskom", + # "icon": "fab fa-twitter", + # "type": "fontawesome", + # }, ], + "show_prev_next": False, + "navbar_start": ["navbar-logo"], + "navbar_end": ["navbar-icon-links"], + "header_links_before_dropdown": 8, } -html_theme_path = sphinx_bootstrap_theme.get_html_theme_path() +html_context = { + "default_mode": "light", +} -# Add any paths that contain custom static files (such as style sheets) here, -# relative to this directory. 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zxYGOx=9vHToDF&}bYVPJ8fw+K#sbD=7hKi~!O#b>S_U)DVL(N|qjLt&xk}SAC@_IP zZU^j_;OlAtiw+9H+<;9Lap!;u)CuNFi1{NB%@z>LZnzC|;4J#d%WDVh)f839!Nfk~ zI;Re6QxLHvz*NDRQ>Q0E0BjF-4u-U@QSjWo0j`bUsD;chKvF|D*ZJvM9&TI_Fg@bj zE*!uj3Vc!LR?_1Q8ojY9_YiJtSJ!Ru<^wOB7QJ9z5oinpuv_)xzY-<^FxnzD`Jj@m;)e>7^ZA8Vyf=w*q5ipKOz121#FF)(=-b+Gxgx< zmXu`{9~LGAlXuhkXe3C>wUGB_9KdvD+=wnN7W z?KltY8W-R`ff%4dUkXqu7r?HKb6tR*()VpzyJ + .thumb { + position: relative; + float: left; + width: 180px; + height: 180px; + margin: 0; + } + + .thumb img { + position: absolute; + display: inline; + left: 0; + width: 170px; + height: 170px; + opacity:1.0; + filter:alpha(opacity=100); /* For IE8 and earlier */ + } + + .thumb:hover img { + -webkit-filter: blur(3px); + -moz-filter: blur(3px); + -o-filter: blur(3px); + -ms-filter: blur(3px); + filter: blur(3px); + opacity:1.0; + filter:alpha(opacity=100); /* For IE8 and earlier */ + } + + .thumb span { + position: absolute; + display: inline; + left: 0; + width: 170px; + height: 170px; + background: #000; + color: #fff; + visibility: hidden; + opacity: 0; + z-index: 100; + } + + .thumb p { + position: absolute; + top: 45%; + width: 170px; + font-size: 110%; + color: #fff; + } + + .thumb:hover span { + visibility: visible; + opacity: .4; + } + + .caption { + position: absolute; + width: 180px; + top: 170px; + text-align: center !important; + } + + +.. _example_gallery: + +Example gallery +=============== + + + +.. toctree:: + :hidden: + + ./anscombes_quartet + + ./dielplot + + ./pollution_rose + + ./regression + + + + + +.. raw:: html + +

+ + + +.. raw:: html + + + + + +.. raw:: html + + + + + +.. raw:: html + + + + + + + +.. raw:: html + +
diff --git a/docs/examples/pollution_rose.py b/docs/examples/pollution_rose.py new file mode 100644 index 0000000..151ba6f --- /dev/null +++ b/docs/examples/pollution_rose.py @@ -0,0 +1,18 @@ +""" +Pollution Rose +============== + +_thumb: .6, .2 +""" +import atmospy +atmospy.set_theme() + +# Load the example dataset +df = atmospy.load_dataset("air-sensors-met") + +# Plot a pollution rose example for PM2.5 +atmospy.pollutionroseplot( + data=df, wd="wd", ws="ws", pollutant="pm25", + suffix="$µgm^{-3}$", segments=30, calm=0.1, + bins=[0, 8, 15, 25, 35, 100] +) \ No newline at end of file diff --git a/docs/examples/pollution_rose.rst b/docs/examples/pollution_rose.rst new file mode 100644 index 0000000..8b02b45 --- /dev/null +++ b/docs/examples/pollution_rose.rst @@ -0,0 +1,19 @@ + + +.. currentmodule:: atmospy + +.. _pollution_rose: + + +Pollution Rose +============== + + + +.. image:: _images/pollution_rose.png + +**atmospy components used:** :func:`set_theme`, :func:`load_dataset`, :func:`pollutionroseplot` + +.. literalinclude:: pollution_rose.py + :lines: 7- + diff --git a/docs/examples/regression.py b/docs/examples/regression.py new file mode 100644 index 0000000..008c10d --- /dev/null +++ b/docs/examples/regression.py @@ -0,0 +1,19 @@ +""" +Regression Plot +=============== + +_thumb: .4, .4 +""" +import atmospy +atmospy.set_theme() + +# Load the example dataset +df = atmospy.load_dataset("air-sensors-pm") + +# Plot a pollution rose example for PM2.5 +atmospy.regplot( + df, x="Reference", y="Sensor A", + ylim=(0, 60), + color="g", + # title="Performance of Sensor A vs US EPA FEM Reference" +) \ No newline at end of file diff --git a/docs/examples/regression.rst b/docs/examples/regression.rst new file mode 100644 index 0000000..8423c30 --- /dev/null +++ b/docs/examples/regression.rst @@ -0,0 +1,19 @@ + + +.. currentmodule:: atmospy + +.. _regression: + + +Regression Plot +=============== + + + +.. image:: _images/regression.png + +**atmospy components used:** :func:`set_theme`, :func:`load_dataset`, :func:`regplot` + +.. literalinclude:: regression.py + :lines: 7- + diff --git a/docs/generated/atmospy.calendarplot.rst b/docs/generated/atmospy.calendarplot.rst new file mode 100644 index 0000000..1bd12ec --- /dev/null +++ b/docs/generated/atmospy.calendarplot.rst @@ -0,0 +1,6 @@ +atmospy.calendarplot +==================== + +.. currentmodule:: atmospy + +.. autofunction:: calendarplot \ No newline at end of file diff --git a/docs/generated/atmospy.dielplot.rst b/docs/generated/atmospy.dielplot.rst new file mode 100644 index 0000000..1f646c5 --- /dev/null +++ b/docs/generated/atmospy.dielplot.rst @@ -0,0 +1,6 @@ +atmospy.dielplot +================ + +.. currentmodule:: atmospy + +.. autofunction:: dielplot \ No newline at end of file diff --git a/docs/generated/atmospy.get_dataset_names.rst b/docs/generated/atmospy.get_dataset_names.rst new file mode 100644 index 0000000..efdf237 --- /dev/null +++ b/docs/generated/atmospy.get_dataset_names.rst @@ -0,0 +1,6 @@ +atmospy.get\_dataset\_names +=========================== + +.. currentmodule:: atmospy + +.. autofunction:: get_dataset_names \ No newline at end of file diff --git a/docs/generated/atmospy.load_dataset.rst b/docs/generated/atmospy.load_dataset.rst new file mode 100644 index 0000000..3ddba94 --- /dev/null +++ b/docs/generated/atmospy.load_dataset.rst @@ -0,0 +1,6 @@ +atmospy.load\_dataset +===================== + +.. currentmodule:: atmospy + +.. autofunction:: load_dataset \ No newline at end of file diff --git a/docs/generated/atmospy.pollutionroseplot.rst b/docs/generated/atmospy.pollutionroseplot.rst new file mode 100644 index 0000000..46bed5b --- /dev/null +++ b/docs/generated/atmospy.pollutionroseplot.rst @@ -0,0 +1,6 @@ +atmospy.pollutionroseplot +========================= + +.. currentmodule:: atmospy + +.. autofunction:: pollutionroseplot \ No newline at end of file diff --git a/docs/generated/atmospy.regplot.rst b/docs/generated/atmospy.regplot.rst new file mode 100644 index 0000000..c1f6742 --- /dev/null +++ b/docs/generated/atmospy.regplot.rst @@ -0,0 +1,6 @@ +atmospy.regplot +=============== + +.. currentmodule:: atmospy + +.. autofunction:: regplot \ No newline at end of file diff --git a/docs/generated/atmospy.set_theme.rst b/docs/generated/atmospy.set_theme.rst new file mode 100644 index 0000000..2af5a91 --- /dev/null +++ b/docs/generated/atmospy.set_theme.rst @@ -0,0 +1,6 @@ +atmospy.set\_theme +================== + +.. currentmodule:: atmospy + +.. autofunction:: set_theme \ No newline at end of file diff --git a/docs/index.rst b/docs/index.rst index 086046b..44e6f2b 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -1,20 +1,59 @@ -.. atmospy documentation master file, created by - sphinx-quickstart on Fri Jun 11 18:16:32 2021. - You can adapt this file completely to your liking, but it should at least - contain the root `toctree` directive. +:html_theme.sidebar_secondary.remove: -Welcome to atmospy's documentation! -=================================== +atmospy: air quality data visualization +======================================= -.. toctree:: - :maxdepth: 2 - :caption: Contents: +.. grid:: 6 + :gutter: 1 + .. grid-item:: + .. image:: example_thumbs/pollution_rose_thumb.png + :target: ./examples/pollution_rose.html -Indices and tables -================== + .. grid-item:: + + .. image:: example_thumbs/anscombes_quartet_thumb.png + :target: ./examples/anscombes_quartet.html + + .. grid-item:: + + .. image:: example_thumbs/regression_thumb.png + :target: ./examples/regression.html + + + +.. grid:: 1 1 2 2 + + .. grid-item:: + :columns: 12 12 8 8 + + *atmospy* is a general-purpose data visualization library for air quality and + air sensor data. It is based on `matplotlib `_ and heavily influenced by and + dependent on `seaborn `_. It is + moderately opionated and the core objective is to provide a way to produce + professional graphics for air quality data with a single function call. + + For a more in-depth overview, you can read through the :doc:`tutorial and introductory notes `. + To get started, visit the :doc:`installation page ` + or visit the :doc:`example gallery ` to get inspired and see what is + easily possible with *atmospy*. + + *atmospy* is open-sourced and is not specific to any sensor or sensor company. Any and all + can (and should) use it. To view the source code or report a bug, please visit the + `GitHub repository `_. + + + .. grid-item-card:: Contents + :columns: 12 12 4 4 + :class-title: sd-fs-5 + :class-body: sd-pl-4 + + .. toctree:: + :maxdepth: 1 + + Installing + Gallery + Tutorial + API -* :ref:`genindex` -* :ref:`modindex` -* :ref:`search` diff --git a/docs/installing.rst b/docs/installing.rst new file mode 100644 index 0000000..ba136ef --- /dev/null +++ b/docs/installing.rst @@ -0,0 +1,74 @@ +.. _installing: + +.. currentmodule:: atmospy + +Installing and getting started +------------------------------ + +Official `atmospy` releases can be installed directly from PyPi:: + + pip install atmospy + +You can also install prereleases directly from PyPi:: + + pip install --pre atmospy + +If you'd like to install from a specific GitHub branch or release, you can do that as well:: + + pip install git+https://github.com/dhhagan/atmospy.git@ + +Dependencies +~~~~~~~~~~~~ + +Supported Python versions +^^^^^^^^^^^^^^^^^^^^^^^^^ + +- Python3.8 - Python3.11 are currently supported + +Mandatory Dependencies +^^^^^^^^^^^^^^^^^^^^^^ + +- `numpy `__ +- `pandas `__ +- `seaborn `__ +- `matplotlib `__ +- `scipy `__ + +For allowed version of each library, please check out the `pyproject.toml` file. + +Quickstart +~~~~~~~~~~ + +Once you have `atmospy` installed, you should have everything you need to get up and running. The +library includes several example datasets that can be used to play around with the figures and +to better understand the data format(s) required if you're new to pandas or Python. To use an +example dataset, load as follows:: + + import atmospy + + df = atmospy.load_dataset("air-sensors-met") + atmospy.pollutionroseplot(data=df, ws="ws", wd="wd", pollutant="pm1") + + +Debugging install issues +~~~~~~~~~~~~~~~~~~~~~~~~ + +If you are having trouble installing `atmospy`, it is likely related to +dependencies and speecific versions. Please feel free to open an issue +on the GitHub repsository and I will try to help you work through it. Please follow +the instructions below for Getting Help. + + +Getting help +~~~~~~~~~~~~ + +If you think you've encountered a bug, please report it on the `GitHub issue tracker `. Please +include the following information when you do: + +- a reproducible example that demonstrates the problem (use an example dataset where possible) +- the output that you see (e.g., screenshot, figure) if it is related to the figure itself +- the full, formatted traceback if there is a code error +- the specific versions of the key dependencies (you can get these by running `pip list`) +- the operating system of the machine you are using + +If you provide an easy-to-reproduce example, I can work quickly to address it. \ No newline at end of file diff --git a/docs/sphinxext/gallery_generator.py b/docs/sphinxext/gallery_generator.py new file mode 100755 index 0000000..5e3c3f1 --- /dev/null +++ b/docs/sphinxext/gallery_generator.py @@ -0,0 +1,392 @@ +""" +Sphinx plugin to run example scripts and create a gallery page. + +Copied over from Seaborn. + +""" +import os +import os.path as op +import re +import glob +import token +import tokenize +import shutil +import warnings + +import matplotlib +matplotlib.use('Agg') +import matplotlib.pyplot as plt # noqa: E402 + + +# Python 3 has no execfile +def execfile(filename, globals=None, locals=None): + with open(filename, "rb") as fp: + exec(compile(fp.read(), filename, 'exec'), globals, locals) + + +RST_TEMPLATE = """ + +.. currentmodule:: atmospy + +.. _{sphinx_tag}: + +{docstring} + +.. image:: {img_file} + +**atmospy components used:** {components} + +.. literalinclude:: {fname} + :lines: {end_line}- + +""" + + +INDEX_TEMPLATE = """ +:html_theme.sidebar_secondary.remove: + +.. raw:: html + + + +.. _{sphinx_tag}: + +Example gallery +=============== + +{toctree} + +{contents} + +.. raw:: html + +
+""" + + +def create_thumbnail(infile, thumbfile, + width=275, height=275, + cx=0.5, cy=0.5, border=4): + baseout, extout = op.splitext(thumbfile) + + im = matplotlib.image.imread(infile) + rows, cols = im.shape[:2] + x0 = int(cx * cols - .5 * width) + y0 = int(cy * rows - .5 * height) + xslice = slice(x0, x0 + width) + yslice = slice(y0, y0 + height) + thumb = im[yslice, xslice] + thumb[:border, :, :3] = thumb[-border:, :, :3] = 0 + thumb[:, :border, :3] = thumb[:, -border:, :3] = 0 + + dpi = 100 + fig = plt.figure(figsize=(width / dpi, height / dpi), dpi=dpi) + + ax = fig.add_axes([0, 0, 1, 1], aspect='auto', + frameon=False, xticks=[], yticks=[]) + if all(thumb.shape): + ax.imshow(thumb, aspect='auto', resample=True, + interpolation='bilinear') + else: + warnings.warn( + f"Bad thumbnail crop. {thumbfile} will be empty." + ) + fig.savefig(thumbfile, dpi=dpi) + return fig + + +def indent(s, N=4): + """indent a string""" + return s.replace('\n', '\n' + N * ' ') + + +class ExampleGenerator: + """Tools for generating an example page from a file""" + def __init__(self, filename, target_dir): + self.filename = filename + self.target_dir = target_dir + self.thumbloc = .5, .5 + self.extract_docstring() + with open(filename) as fid: + self.filetext = fid.read() + + outfilename = op.join(target_dir, self.rstfilename) + + # Only actually run it if the output RST file doesn't + # exist or it was modified less recently than the example + file_mtime = op.getmtime(filename) + if not op.exists(outfilename) or op.getmtime(outfilename) < file_mtime: + self.exec_file() + else: + print(f"skipping {self.filename}") + + @property + def dirname(self): + return op.split(self.filename)[0] + + @property + def fname(self): + return op.split(self.filename)[1] + + @property + def modulename(self): + return op.splitext(self.fname)[0] + + @property + def pyfilename(self): + return self.modulename + '.py' + + @property + def rstfilename(self): + return self.modulename + ".rst" + + @property + def htmlfilename(self): + return self.modulename + '.html' + + @property + def pngfilename(self): + pngfile = self.modulename + '.png' + return "_images/" + pngfile + + @property + def thumbfilename(self): + pngfile = self.modulename + '_thumb.png' + return pngfile + + @property + def sphinxtag(self): + return self.modulename + + @property + def pagetitle(self): + return self.docstring.strip().split('\n')[0].strip() + + @property + def plotfunc(self): + match = re.search(r"atmospy\.(.+plot)\(", self.filetext) + if match: + return match.group(1) + match = re.search(r"atmospy\.(.+map)\(", self.filetext) + if match: + return match.group(1) + match = re.search(r"atmospy\.(.+Grid)\(", self.filetext) + if match: + return match.group(1) + return "" + + @property + def components(self): + + objects = re.findall(r"atmospy\.(\w+)\(", self.filetext) + + refs = [] + for obj in objects: + if obj[0].isupper(): + refs.append(f":class:`{obj}`") + else: + refs.append(f":func:`{obj}`") + return ", ".join(refs) + + def extract_docstring(self): + """ Extract a module-level docstring + """ + lines = open(self.filename).readlines() + start_row = 0 + if lines[0].startswith('#!'): + lines.pop(0) + start_row = 1 + + docstring = '' + first_par = '' + line_iter = lines.__iter__() + tokens = tokenize.generate_tokens(lambda: next(line_iter)) + for tok_type, tok_content, _, (erow, _), _ in tokens: + tok_type = token.tok_name[tok_type] + if tok_type in ('NEWLINE', 'COMMENT', 'NL', 'INDENT', 'DEDENT'): + continue + elif tok_type == 'STRING': + docstring = eval(tok_content) + # If the docstring is formatted with several paragraphs, + # extract the first one: + paragraphs = '\n'.join(line.rstrip() + for line in docstring.split('\n') + ).split('\n\n') + if len(paragraphs) > 0: + first_par = paragraphs[0] + break + + thumbloc = None + for i, line in enumerate(docstring.split("\n")): + m = re.match(r"^_thumb: (\.\d+),\s*(\.\d+)", line) + if m: + thumbloc = float(m.group(1)), float(m.group(2)) + break + if thumbloc is not None: + self.thumbloc = thumbloc + docstring = "\n".join([l for l in docstring.split("\n") + if not l.startswith("_thumb")]) + + self.docstring = docstring + self.short_desc = first_par + self.end_line = erow + 1 + start_row + + def exec_file(self): + print(f"running {self.filename}") + + plt.close('all') + my_globals = {'pl': plt, + 'plt': plt} + execfile(self.filename, my_globals) + + fig = plt.gcf() + fig.canvas.draw() + pngfile = op.join(self.target_dir, self.pngfilename) + thumbfile = op.join("example_thumbs", self.thumbfilename) + self.html = f"" + fig.savefig(pngfile, dpi=75, bbox_inches="tight") + + cx, cy = self.thumbloc + create_thumbnail(pngfile, thumbfile, cx=cx, cy=cy) + + def toctree_entry(self): + return f" ./{op.splitext(self.htmlfilename)[0]}\n\n" + + def contents_entry(self): + return (".. raw:: html\n\n" + " \n\n" + "\n\n" + "".format(self.htmlfilename, + self.thumbfilename, + self.plotfunc)) + + +def main(app): + static_dir = op.join(app.builder.srcdir, '_static') + target_dir = op.join(app.builder.srcdir, 'examples') + image_dir = op.join(app.builder.srcdir, 'examples/_images') + thumb_dir = op.join(app.builder.srcdir, "example_thumbs") + source_dir = op.abspath(op.join(app.builder.srcdir, '..', 'examples')) + if not op.exists(static_dir): + os.makedirs(static_dir) + + if not op.exists(target_dir): + os.makedirs(target_dir) + + if not op.exists(image_dir): + os.makedirs(image_dir) + + if not op.exists(thumb_dir): + os.makedirs(thumb_dir) + + if not op.exists(source_dir): + os.makedirs(source_dir) + + banner_data = [] + + toctree = ("\n\n" + ".. toctree::\n" + " :hidden:\n\n") + contents = "\n\n" + + # Write individual example files + for filename in sorted(glob.glob(op.join(source_dir, "*.py"))): + ex = ExampleGenerator(filename, target_dir) + + banner_data.append({"title": ex.pagetitle, + "url": op.join('examples', ex.htmlfilename), + "thumb": op.join(ex.thumbfilename)}) + shutil.copyfile(filename, op.join(target_dir, ex.pyfilename)) + output = RST_TEMPLATE.format(sphinx_tag=ex.sphinxtag, + docstring=ex.docstring, + end_line=ex.end_line, + components=ex.components, + fname=ex.pyfilename, + img_file=ex.pngfilename) + with open(op.join(target_dir, ex.rstfilename), 'w') as f: + f.write(output) + + toctree += ex.toctree_entry() + contents += ex.contents_entry() + + if len(banner_data) < 10: + banner_data = (4 * banner_data)[:10] + + # write index file + index_file = op.join(target_dir, 'index.rst') + with open(index_file, 'w') as index: + index.write(INDEX_TEMPLATE.format(sphinx_tag="example_gallery", + toctree=toctree, + contents=contents)) + + +def setup(app): + app.connect('builder-inited', main) \ No newline at end of file diff --git a/docs/tools/nb_to_doc.py b/docs/tools/nb_to_doc.py new file mode 100755 index 0000000..d512c00 --- /dev/null +++ b/docs/tools/nb_to_doc.py @@ -0,0 +1,178 @@ +#! /usr/bin/env python +"""Execute a .ipynb file, write out a processed .rst and clean .ipynb. + +Some functions in this script were copied from the nbstripout tool: + +Copyright (c) 2015 Min RK, Florian Rathgeber, Michael McNeil Forbes +2019 Casper da Costa-Luis + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. + +""" +import os +import sys +import nbformat +from nbconvert import RSTExporter +from nbconvert.preprocessors import ( + ExecutePreprocessor, + TagRemovePreprocessor, + ExtractOutputPreprocessor +) +from traitlets.config import Config + + +class MetadataError(Exception): + pass + + +def pop_recursive(d, key, default=None): + """dict.pop(key) where `key` is a `.`-delimited list of nested keys. + >>> d = {'a': {'b': 1, 'c': 2}} + >>> pop_recursive(d, 'a.c') + 2 + >>> d + {'a': {'b': 1}} + """ + nested = key.split('.') + current = d + for k in nested[:-1]: + if hasattr(current, 'get'): + current = current.get(k, {}) + else: + return default + if not hasattr(current, 'pop'): + return default + return current.pop(nested[-1], default) + + +def strip_output(nb): + """ + Strip the outputs, execution count/prompt number and miscellaneous + metadata from a notebook object, unless specified to keep either the + outputs or counts. + """ + keys = {'metadata': [], 'cell': {'metadata': ["execution"]}} + + nb.metadata.pop('signature', None) + nb.metadata.pop('widgets', None) + + for field in keys['metadata']: + pop_recursive(nb.metadata, field) + + if 'NB_KERNEL' in os.environ: + # Was getting an error that there was no kernelspec key + nb.metadata['kernelspec'] = dict() + nb.metadata['kernelspec']['name'] = os.environ['NB_KERNEL'] + nb.metadata['kernelspec']['display_name'] = os.environ['NB_KERNEL'] + + for cell in nb.cells: + + if 'outputs' in cell: + cell['outputs'] = [] + if 'prompt_number' in cell: + cell['prompt_number'] = None + if 'execution_count' in cell: + cell['execution_count'] = None + + # Always remove this metadata + for output_style in ['collapsed', 'scrolled']: + if output_style in cell.metadata: + cell.metadata[output_style] = False + if 'metadata' in cell: + for field in ['collapsed', 'scrolled', 'ExecuteTime']: + cell.metadata.pop(field, None) + for (extra, fields) in keys['cell'].items(): + if extra in cell: + for field in fields: + pop_recursive(getattr(cell, extra), field) + return nb + + +if __name__ == "__main__": + + # Get the desired ipynb file path and parse into components + _, fpath, outdir = sys.argv + basedir, fname = os.path.split(fpath) + fstem = fname[:-6] + + # Read the notebook + with open(fpath) as f: + nb = nbformat.read(f, as_version=4) + + # Run the notebook + kernel = os.environ.get("NB_KERNEL", None) + if kernel is None: + kernel = nb["metadata"]["kernelspec"]["name"] + ep = ExecutePreprocessor( + timeout=600, + kernel_name=kernel, + extra_arguments=["--InlineBackend.rc=figure.dpi=88"] + ) + ep.preprocess(nb, {"metadata": {"path": basedir}}) + + # Remove plain text execution result outputs + for cell in nb.get("cells", {}): + if "show-output" in cell["metadata"].get("tags", []): + continue + fields = cell.get("outputs", []) + for field in fields: + if field["output_type"] == "execute_result": + data_keys = field["data"].keys() + for key in list(data_keys): + if key == "text/plain": + field["data"].pop(key) + if not field["data"]: + fields.remove(field) + + # Convert to .rst formats + exp = RSTExporter() + + c = Config() + c.TagRemovePreprocessor.remove_cell_tags = {"hide"} + c.TagRemovePreprocessor.remove_input_tags = {"hide-input"} + c.TagRemovePreprocessor.remove_all_outputs_tags = {"hide-output"} + c.ExtractOutputPreprocessor.output_filename_template = \ + f"{fstem}_files/{fstem}_" + "{cell_index}_{index}{extension}" + + exp.register_preprocessor(TagRemovePreprocessor(config=c), True) + exp.register_preprocessor(ExtractOutputPreprocessor(config=c), True) + + body, resources = exp.from_notebook_node(nb) + + # Clean the output on the notebook and save a .ipynb back to disk + nb = strip_output(nb) + with open(fpath, "wt") as f: + nbformat.write(nb, f) + + # Write the .rst file + rst_path = os.path.join(outdir, f"{fstem}.rst") + with open(rst_path, "w") as f: + f.write(body) + + # Write the individual image outputs + imdir = os.path.join(outdir, f"{fstem}_files") + if not os.path.exists(imdir): + os.mkdir(imdir) + + for imname, imdata in resources["outputs"].items(): + if imname.startswith(fstem): + impath = os.path.join(outdir, f"{imname}") + with open(impath, "wb") as f: + f.write(imdata) \ No newline at end of file diff --git a/docs/tools/set_nb_kernels.py b/docs/tools/set_nb_kernels.py new file mode 100644 index 0000000..1732bdf --- /dev/null +++ b/docs/tools/set_nb_kernels.py @@ -0,0 +1,22 @@ +"""Recursively set the kernel name for all jupyter notebook files.""" +import sys +from glob import glob + +import nbformat + + +if __name__ == "__main__": + + _, kernel_name = sys.argv + + nb_paths = glob("./**/*.ipynb", recursive=True) + for path in nb_paths: + + with open(path) as f: + nb = nbformat.read(f, as_version=4) + + nb["metadata"]["kernelspec"]["name"] = kernel_name + nb["metadata"]["kernelspec"]["display_name"] = kernel_name + + with open(path, "w") as f: + nbformat.write(nb, f) \ No newline at end of file diff --git a/docs/tutorial.rst b/docs/tutorial.rst new file mode 100644 index 0000000..58c4d1e --- /dev/null +++ b/docs/tutorial.rst @@ -0,0 +1,37 @@ +.. _tutorial: + +The one-and-only atmospy tutorial +================================= + +An Introduction to atmospy +-------------------------- + +.. toctree:: + :maxdepth: 2 + + tutorial/introduction + +Acquiring and Working with Data +------------------------------- + +.. toctree:: + :maxdepth: 2 + + tutorial/data + + +Plotting Functions +------------------ + +.. toctree:: + :maxdepth: 2 + + tutorial/plots + +Figure Aesthetics +------------------ + +.. toctree:: + :maxdepth: 2 + + tutorial/aesthetics diff --git a/docs/tutorial/Introduction.rst b/docs/tutorial/Introduction.rst new file mode 100644 index 0000000..1416114 --- /dev/null +++ b/docs/tutorial/Introduction.rst @@ -0,0 +1,27 @@ +.. _introduction: + +.. currentmodule:: atmospy + +An introduction to atmospy +========================== + +Seaborn is a library for making statistical graphics in Python. It builds on top of `matplotlib `_ and integrates closely with `pandas `_ data structures. + +Seaborn helps you explore and understand your data. Its plotting functions operate on dataframes and arrays containing whole datasets and internally perform the necessary semantic mapping and statistical aggregation to produce informative plots. Its dataset-oriented, declarative API lets you focus on what the different elements of your plots mean, rather than on the details of how to draw them. + +Here's an example of what seaborn can do: + +.. code:: ipython3 + + import atmospy + +Why does atmospy exist? +----------------------- + +What goes into a figure? +------------------------ + +The basics of atmospy +--------------------- + + diff --git a/docs/tutorial/aesthetics.rst b/docs/tutorial/aesthetics.rst new file mode 100644 index 0000000..18e611e --- /dev/null +++ b/docs/tutorial/aesthetics.rst @@ -0,0 +1,12 @@ +.. _aesthetics: + +.. currentmodule:: atmospy + +Figure Aesthetics +================== + +Seaborn is a library for making statistical graphics in Python. It builds on top of `matplotlib `_ and integrates closely with `pandas `_ data structures. + +Seaborn helps you explore and understand your data. Its plotting functions operate on dataframes and arrays containing whole datasets and internally perform the necessary semantic mapping and statistical aggregation to produce informative plots. Its dataset-oriented, declarative API lets you focus on what the different elements of your plots mean, rather than on the details of how to draw them. + +Here's an example of what seaborn can do: diff --git a/docs/tutorial/data.rst b/docs/tutorial/data.rst new file mode 100644 index 0000000..538570c --- /dev/null +++ b/docs/tutorial/data.rst @@ -0,0 +1,20 @@ +.. _data: + +.. currentmodule:: atmospy + +Acquiring and Working with Data +=============================== + +Seaborn is a library for making statistical graphics in Python. It builds on top of `matplotlib `_ and integrates closely with `pandas `_ data structures. + +Seaborn helps you explore and understand your data. Its plotting functions operate on dataframes and arrays containing whole datasets and internally perform the necessary semantic mapping and statistical aggregation to produce informative plots. Its dataset-oriented, declarative API lets you focus on what the different elements of your plots mean, rather than on the details of how to draw them. + +Here's an example of what seaborn can do: + +Where can I find air quality data? +---------------------------------- + +Munging Air Quality Data in Python +---------------------------------- + + diff --git a/docs/tutorial/plots.rst b/docs/tutorial/plots.rst new file mode 100644 index 0000000..5c3edec --- /dev/null +++ b/docs/tutorial/plots.rst @@ -0,0 +1,73 @@ +.. _plots: + +.. currentmodule:: atmospy + +Plotting Functions +=================== + +Seaborn is a library for making statistical graphics in Python. It builds on top of `matplotlib `_ and integrates closely with `pandas `_ data structures. + +Seaborn helps you explore and understand your data. Its plotting functions operate on dataframes and arrays containing whole datasets and internally perform the necessary semantic mapping and statistical aggregation to produce informative plots. Its dataset-oriented, declarative API lets you focus on what the different elements of your plots mean, rather than on the details of how to draw them. + +Here's an example of what seaborn can do: + +Comparing Data from Multiple Sensors +------------------------------------ + +.. code:: ipython3 + + import atmospy + + df = atmospy.load_dataset("air-sensors-pm") + +.. code:: ipython3 + + atmospy.regplot(df, x="Reference", y="Sensor A") + + + +.. image:: plots_files/plots_3_0.png + + +Evaluating Trends +----------------- + +.. code:: ipython3 + + bc = atmospy.load_dataset("us-bc") + + # Select just a single location + single_bc = bc[bc["Location UUID"] == bc["Location UUID"].unique()[0]] + + atmospy.calendarplot(data=single_bc, x="Timestamp GMT", y="Sample Measurement") + + +.. parsed-literal:: + + /Users/dhhagan/Documents/github/atmospy/atmospy/atmospy/trends.py:69: UserWarning: FixedFormatter should only be used together with FixedLocator + ax.xaxis.set_ticklabels([ + + + +.. image:: plots_files/plots_5_1.png + + +Identifying Sources +------------------- + +.. code:: ipython3 + + met = atmospy.load_dataset("air-sensors-met") + + atmospy.pollutionroseplot(data=met, ws="ws", wd="wd", pollutant="pm25") + + + +.. image:: plots_files/plots_7_0.png + + +- Comparing data +- evaluating trends +- diel +- calendar +- where is it coming from? diff --git a/docs/tutorial/plots_files/plots_3_0.png b/docs/tutorial/plots_files/plots_3_0.png new file mode 100644 index 0000000000000000000000000000000000000000..623b4c87ec1395607d45a459798f36e30a2dea2d GIT binary patch literal 50498 zcmbrlbyStn*DZYL?(XjHkOnD1I;D~B6zP(XE_$C`@Y}( z{<`D)#?ayM#PjTD@3q&ObFR6g)n6)Lppv3OAP@{CMLA6f1QrSU7a0+}gO>mI8Td!U z^SQpKmW#FL8*_Inh^o1#tD}pjqn!n{x0Snxor^Ocrx2$AJGHH+r>lo37njq2e}U7* z-G=KdC&vI>1jSX+zysVQ8u}MTJvEd80_m$&l9Sf<`EqZY&wFf`%VGT$u^uPGtWSE7Wdn8@HoK}aZ^40vIi zw-$^IUXU^iQ-hDA5dSYfURr^pj;Jgz57B0wIWUYc@3yGFZ2d5{(>p!gC?HE0jy;K> z?m8}y{;?b8k!d?KleDGvMn*{^-{i*1t;G!Ay`!e7zCpp;8W8~*e0NmCbsP~r8~R=A 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+=============== + +.. code:: ipython3 + + import atmospy From 9241858c363ed53cc60b85766aef5020d41c8d70 Mon Sep 17 00:00:00 2001 From: "David H. Hagan" Date: Wed, 24 Apr 2024 22:15:15 -0400 Subject: [PATCH 2/2] Updated docs structure and added gh-action --- docs/example_thumbs/dielplot_thumb.png | Bin 1039 -> 9609 bytes docs/example_thumbs/pollution_rose_thumb.png | Bin 1039 -> 20619 bytes docs/example_thumbs/regression_thumb.png | Bin 16653 -> 16796 bytes docs/examples/_images/regression.png | Bin 34063 -> 34236 bytes docs/examples/dielplot.py | 2 +- docs/examples/pollution_rose.py | 2 +- docs/tutorial/plots.rst | 94 +++++++++++++++++-- docs/tutorial/plots_files/plots_11_0.png | Bin 0 -> 49548 bytes docs/tutorial/plots_files/plots_13_1.png | Bin 0 -> 13250 bytes docs/tutorial/plots_files/plots_15_0.png | Bin 0 -> 58012 bytes docs/tutorial/plots_files/plots_3_0.png | Bin 50498 -> 50057 bytes docs/tutorial/plots_files/plots_5_0.png | Bin 0 -> 43944 bytes docs/tutorial/plots_files/plots_5_1.png | Bin 12598 -> 0 bytes docs/tutorial/plots_files/plots_7_0.png | Bin 56010 -> 50624 bytes docs/tutorial/plots_files/plots_9_0.png | Bin 0 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It is built on top of `matplotlib `_, +`pandas `_, and `seaborn `_. Below, +we will walk through examples of how to use atmospy and how you can extend it with +seaborn and matplotlib. -Seaborn helps you explore and understand your data. Its plotting functions operate on dataframes and arrays containing whole datasets and internally perform the necessary semantic mapping and statistical aggregation to produce informative plots. Its dataset-oriented, declarative API lets you focus on what the different elements of your plots mean, rather than on the details of how to draw them. +.. code:: ipython3 -Here's an example of what seaborn can do: + import atmospy + import pandas as pd + import numpy as np + import seaborn as sns + import matplotlib.pyplot as plt + + atmospy.set_theme() Comparing Data from Multiple Sensors ------------------------------------ +Often, we find the need to compare multiple variables against one +another. In the air sensor world, this may be the regression of two +variables against one another or one air sensor against a reference +sensor. Using the ``atmospy.regplot``, we can easily plot the regression +between two variables, fit a linear model, and display the fit +parameters on the figure itself: + .. code:: ipython3 - import atmospy - df = atmospy.load_dataset("air-sensors-pm") + + # plot the Reference measurement vs Sensor A using defaults + atmospy.regplot(df, x="Reference", y="Sensor A"); + + + +.. image:: plots_files/plots_3_0.png + + +Under the hood, ``atmospy.regplot`` is simply making a call to seaborn’s +``jointplot`` function with a few added pieces including adding a unity +line and displaying the fit parameters for the linear model in the +legend. + +The call returns a seaborn ``JointGrid`` which is a group of subplots. +As seen above, the joint axis shows the relationship between the two +variables with a unity line (1:1), the best fit line (shown in solid +blue above), and the distributions for each variables shown on the +marginal axes. + +If for some reason, you *don’t* want to fit a linear model to the data, +you can turn that functionality off by setting ``fit_reg=False``: .. code:: ipython3 - atmospy.regplot(df, x="Reference", y="Sensor A") + atmospy.regplot(df, x="Reference", y="Sensor A", fit_reg=False); -.. image:: plots_files/plots_3_0.png +.. image:: plots_files/plots_5_0.png + + +Because we’re just making a call to seaborn’s ``jointplot`` function, +you can send along most configuration options as keyword arguments to +``atmospy.regplot``. For example, if you wanted to change what is shown +on the marginal axes, you can: + +.. code:: ipython3 + + atmospy.regplot(df, x="Reference", y="Sensor A", marginal_kws={"bins": 25, "fill": False}); + + + +.. image:: plots_files/plots_7_0.png + + +A ``JointGrid`` object is returned, which allows you to continue +customizing as you’d like: + +.. code:: ipython3 + + g = atmospy.regplot(df, x="Reference", y="Sensor A") + g.plot_marginals(sns.rugplot, color='r', height=-0.15, clip_on=False); + + + +.. image:: plots_files/plots_9_0.png + + +You can easily edit the marker choice, color of marker, or anything else +as well: + +.. code:: ipython3 + + atmospy.regplot(df, x="Reference", y="Sensor A", color='g', marker="^", alpha=.15); + + + +.. image:: plots_files/plots_11_0.png Evaluating Trends @@ -49,7 +125,7 @@ Evaluating Trends -.. image:: plots_files/plots_5_1.png +.. image:: plots_files/plots_13_1.png Identifying Sources @@ -63,7 +139,7 @@ Identifying Sources -.. image:: 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