diff --git a/.flake8 b/.flake8 index 14e338a..02e32eb 100644 --- a/.flake8 +++ b/.flake8 @@ -1,6 +1,6 @@ [flake8] max-line-length = 120 -exclude = scratch.*, docs/ +exclude = scratch.py, docs/ ignore = W503, # line break before binary operator E203, # whitespace before ':' diff --git a/.github/workflows/lint-and-test.yml b/.github/workflows/lint-and-test.yml index 99f0266..9125403 100644 --- a/.github/workflows/lint-and-test.yml +++ b/.github/workflows/lint-and-test.yml @@ -1,7 +1,7 @@ # This workflow will install Python dependencies, run tests and lint with a variety of Python versions # For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions -name: Lint and Test Python Library +name: tests on: push: @@ -33,7 +33,7 @@ jobs: - name: Install dependencies run: | python -m pip install --upgrade pip - python -m pip install flake8 pytest coverage + python -m pip install flake8 pytest coverage html5lib python -m pip install . - name: Lint with flake8 run: | @@ -46,11 +46,10 @@ jobs: coverage run --append --source esparto -m pytest - name: Install optional dependencies run: | - python -m pip install ipython pandas matplotlib bokeh plotly kaleido "weasyprint<53" beautifulsoup4 html5lib - - name: Test full install with pytest + python -m pip install ipython pandas matplotlib bokeh plotly kaleido "weasyprint<53" html5lib + - name: Test full install with pytest run: | coverage run --append --source esparto -m pytest - name: Upload coverage to codecov.io run: | bash <(curl -s https://codecov.io/bash) - diff --git a/.gitignore b/.gitignore index 9fd168a..d226d6d 100644 --- a/.gitignore +++ b/.gitignore @@ -6,6 +6,8 @@ esparto-doc.html esparto-quick.html esparto-doc.pdf docs/examples/*.html +/*.html +/*.pdf # IDE files .vscode @@ -113,3 +115,5 @@ ENV/ # mypy .mypy_cache/ +.markdownlint.json +my-report.html diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 7f13e2c..5fdc290 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -31,6 +31,7 @@ repos: language: system entry: poetry run mypy types: [python] + exclude: tests/ - id: version name: Version language: system diff --git a/.travis.yml b/.travis.yml deleted file mode 100644 index 808810a..0000000 --- a/.travis.yml +++ /dev/null @@ -1,22 +0,0 @@ -sudo: false -language: python -os: linux -dist: xenial -python: - - 3.6 - - 3.7 - - 3.8 - - 3.9 - -env: - - EXTRA_INSTALLS="" - - EXTRA_INSTALLS="ipython pandas matplotlib bokeh plotly kaleido weasyprint<53 beautifulsoup4 html5lib" - -install: - - pip install . pytest coverage $EXTRA_INSTALLS - -script: - - coverage run --append --source esparto -m pytest - -after_success: - - bash <(curl -s https://codecov.io/bash) diff --git a/Makefile b/Makefile index 59cb7e6..4ac2e70 100644 --- a/Makefile +++ b/Makefile @@ -57,10 +57,10 @@ lint: ## check style with flake8 flake8 esparto tests mypy: ## check type hints - mypy esparto tests + mypy esparto --strict isort: ## sort imports - isort esparto tests + isort esparto tests --profile black cqa: format isort lint mypy ## run all cqa tools diff --git a/README.md b/README.md index 2c0f35f..7198103 100644 --- a/README.md +++ b/README.md @@ -3,98 +3,131 @@ esparto [![image](https://img.shields.io/pypi/v/esparto.svg)](https://pypi.python.org/pypi/esparto) [![PyPI pyversions](https://img.shields.io/pypi/pyversions/esparto.svg)](https://pypi.python.org/pypi/esparto/) -[![Build Status](https://travis-ci.com/domvwt/esparto.svg?branch=main)](https://travis-ci.com/domvwt/esparto) +![Build Status](https://github.com/domvwt/esparto/actions/workflows/lint-and-test.yml/badge.svg) [![codecov](https://codecov.io/gh/domvwt/esparto/branch/main/graph/badge.svg?token=35J8NZCUYC)](https://codecov.io/gh/domvwt/esparto) [![Quality Gate Status](https://sonarcloud.io/api/project_badges/measure?project=domvwt_esparto&metric=alert_status)](https://sonarcloud.io/dashboard?id=domvwt_esparto) ![PyPI - Downloads](https://img.shields.io/pypi/dm/esparto) +Introduction +------------ -## Introduction -**esparto** is a Python package for building shareable reports with content -from popular data analysis libraries. -With just a few lines of code, **esparto** turns DataFrames, plots, and -Markdown into an interactive webpage or PDF document. +**esparto** is a Python library for building data driven reports with content +from popular analytics packages. The project takes a straightforward approach +to document design; with a focus on usability, portability, and extensiblity. -Documents produced by **esparto** are completely portable - no backend server -is required - and entirely customisable using CSS and Jinja templating. -All content dependencies are declared inline or loaded via a CDN, meaning your -reports can be shared by email, hosted on a standard http server, or made -available as static pages as-is. +Creating a report is as simple as instantiating a Page object and 'adding' content +in the form of DataFrames, plots, and markdown text. Documents can be built interactively +in a notebook environment, and the results shared as a self-contained HTML +page or PDF file. +Further customisation of the output is possible by passing a CSS stylesheet, +changing the [Jinja](Jinja) template, or declaring additional element styles within +the code. The responsive [Bootstrap](Bootstrap) grid ensures documents adapt to +any viewing device. + +Basic Usage +----------- -## Basic Usage ```python import esparto as es + +# Do some analysis +pandas_dataframe = ... +plotly_figure = ... + +# Create a Page object page = es.Page(title="My Report") -page["Data Analysis"] = (pandas_dataframe, plotly_figure) + +# Add content +page["Data Analysis"]["Plot"] = plotly_figure +page["Data Analysis"]["Data"] = pandas_dataframe + +# Save to HTML or PDF page.save_html("my-report.html") +page.save_pdf("my-report.pdf") + ``` +Main Features +------------- -## Main Features -* Automatic and adaptive layout -* Customisable with CSS or Jinja -* Jupyter Notebook friendly -* Output as HTML or PDF -* Built-in adaptors for: - * Markdown - * Images - * [Pandas DataFrames][Pandas] - * [Matplotlib][Matplotlib] - * [Bokeh][Bokeh] - * [Plotly][Plotly] +- Interactive document design with Jupyter Notebooks +- Share as self-contained HTML or PDF +- Customise with CSS and Jinja +- Responsive Bootstrap grid layout +- Content adaptors for: + - [Markdown][Markdown] + - [Images][Pillow] + - [Pandas DataFrames][Pandas] + - [Matplotlib][Matplotlib] + - [Bokeh][Bokeh] + - [Plotly][Plotly] +Installation +------------ -## Installation **esparto** is available from [PyPI][PyPI] and [Conda][Conda]: + ```bash pip install esparto ``` + ```bash conda install esparto -c conda-forge ``` -If PDF output is required, [Weasyprint](https://weasyprint.org/) must also be installed. +Dependencies +------------ + +- [python](https://python.org/) >= 3.6 +- [jinja2](https://palletsprojects.com/p/jinja/) +- [markdown](https://python-markdown.github.io/) +- [BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/) +- [PyYAML](https://pyyaml.org/) -## Dependencies -* [python](https://python.org/) >= 3.6 -* [jinja2](https://palletsprojects.com/p/jinja/) -* [markdown](https://python-markdown.github.io/) -* [Pillow](https://python-pillow.org/) -* [PyYAML](https://pyyaml.org/) -* [weasyprint](https://weasyprint.org/) _(optional - required for PDF output)_ +#### Optional +- [Pillow](https://python-pillow.org/) *(for image content)* +- [weasyprint](https://weasyprint.org/) *(for PDF output)* + +License +------- -## License [MIT](https://opensource.org/licenses/MIT) +Documentation +------------- + +Documentation and examples are available at +[domvwt.github.io/esparto/](https://domvwt.github.io/esparto/). -## Documentation -Full documentation and examples are available at [domvwt.github.io/esparto/](https://domvwt.github.io/esparto/). +Contributions, Issues, and Requests +----------------------------------- -## Contributions, Issues, and Requests -All feedback and contributions are welcome - please raise an issue or pull request on [GitHub][GitHub]. +Feedback and contributions are welcome - please raise an issue or pull request +on [GitHub][GitHub]. +Examples +-------- -## Examples Iris Report - [Webpage](https://domvwt.github.io/esparto/examples/iris-report.html) | [PDF](https://domvwt.github.io/esparto/examples/iris-report.pdf) -Bokeh and Plotly - [Webpage](https://domvwt.github.io/esparto/examples/interactive-plots.html) | -[PDF](https://domvwt.github.io/esparto/examples/interactive-plots.pdf) -

-example page +example page

- + [PyPI]: https://pypi.org/project/esparto/ [Conda]: https://anaconda.org/conda-forge/esparto -[Bootstrap]: https://getbootstrap.com/docs/4.6/getting-started/introduction/ +[Bootstrap]: https://getbootstrap.com/ +[Jinja]: https://jinja.palletsprojects.com/ +[Markdown]: https://www.markdownguide.org/ +[Pillow]: https://python-pillow.org/ [Pandas]: https://pandas.pydata.org/ [Matplotlib]: https://matplotlib.org/ -[Bokeh]: https://docs.bokeh.org/en/latest/index.html +[Bokeh]: https://bokeh.org/ [Plotly]: https://plotly.com/ [GitHub]: https://github.com/domvwt/esparto diff --git a/devdocs/classes.png b/devdocs/classes.png index 739874b..a7e34d3 100644 Binary files a/devdocs/classes.png and b/devdocs/classes.png differ diff --git a/docs/01-getting-started/esparto-image-screenshot.png b/docs/01-getting-started/esparto-image-screenshot.png deleted file mode 100644 index ba17312..0000000 Binary files a/docs/01-getting-started/esparto-image-screenshot.png and /dev/null differ diff --git a/docs/01-getting-started/esparto-quickstart-screenshot.png b/docs/01-getting-started/esparto-quickstart-screenshot.png deleted file mode 100644 index 5aaca84..0000000 Binary files a/docs/01-getting-started/esparto-quickstart-screenshot.png and /dev/null differ diff --git a/docs/02-user-guide/quick-start.md b/docs/02-user-guide/quick-start.md index 28e855c..1d55198 100644 --- a/docs/02-user-guide/quick-start.md +++ b/docs/02-user-guide/quick-start.md @@ -1,77 +1,97 @@ # Quick Start ## Create a Page + ```python +import esparto as es + page = es.Page(title="Page Title") -page[0] = "Page Content" +page["Section Title"] += "Some text" +page["Section Title"] += "More text" + page.tree() ``` + ``` -{'Page Title': [{'Section 0': [{'Row 0': [{'Column 0': ['Markdown']}]}]}]} +{'Page Title': [{'Section Title': [{'Row 0': [{'Column 0': ['Markdown']}]}, + {'Row 1': [{'Column 0': ['Markdown']}]}]}]} ``` ## Add Content + ### Define Rows and Columns + ```python -page = es.Page("Page Title") -page["Section One"]["Row One"]["Column One"] = "Some content" -page["Section One"]["Row One"]["Column Two"] = "More content" -page.tree() +page["Section Title"]["Row Title"][0] = "Some content" +page["Section Title"]["Row Title"][1] = "More content" ``` + ``` -{'Page Title': [{'Section One': [{'Row One': [{'Column One': ['Markdown']}, - {'Column Two': ['Markdown']}]}]}]} +{'Page Title': [{'Section Title': [{'Row Title': [{'Column 0': ['Markdown']}, + {'Column 1': ['Markdown']}]}]}]} ``` -### Define multiple Columns as a tuple of dicts +### Define multiple Columns + ```python -page = es.Page("Page Title") -page["Section One"]["Row One"] = ( - {"Column One": "Some content"}, +page["Section Title"]["Row Title"] = ( + {"Column Title": "Some content"}, {"Column Two": "More content"} ) -page.tree() ``` + ``` -{'Page Title': [{'Section One': [{'Row One': [{'Column One': ['Markdown']}, - {'Column Two': ['Markdown']}]}]}]} +{'Page Title': [{'Section Title': [{'Row Title': [{'Column Title': ['Markdown']}, + {'Column Two': ['Markdown']}]}]}]} ``` ## Update Content + ### Access existing content via Indexing or as Attributes + ```python -page["Section One"]["Row One"]["Column One"] = image_01 -page.section_one.row_one.column_two = image_02 -page.section_one.tree() +page["Section Title"]["Row Title"]["Column Title"] = image_01 +page.section_title.row_title.column_two = image_02 ``` + ``` -{'Page Title': [{'Section One': [{'Row One': [{'Column One': ['Image']}, - {'Column Two': ['Image']}]}]}]} +{'Page Title': [{'Section Title': [{'Row Title': [{'Column Title': ['Image']}, + {'Column Two': ['Image']}]}]}]} ``` ## Delete Content + ### Delete the last Column + ```python -del page.section_one.row_one[-1] +del page.section_title.row_title[-1] ``` + ``` -{'Page Title': [{'Section One': [{'Row One': [{'Column One': ['Image']}]}]}]} +{'Page Title': [{'Section Title': [{'Row Title': [{'Column Title': ['Image']}]}]}]} ``` + ### Delete a named Column + ```python -del page.section_one.row_one.column_two +del page.section_title.row_title.column_two page.tree() ``` + ``` -{'Page Title': [{'Section One': [{'Row One': [{'Column One': ['Image']}]}]}]} +{'Page Title': [{'Section Title': [{'Row Title': [{'Column Title': ['Image']}]}]}]} ``` ## Save the Document + ### As a webpage + ```python my_page.save_html("my-esparto-doc.html") ``` + ### As a PDF + ```python my_page.save_pdf("my-esparto-doc.pdf") ``` diff --git a/docs/02-user-guide/tutorial-notebooks.md b/docs/02-user-guide/tutorial-notebooks.md index e79f5f1..3061f2a 100644 --- a/docs/02-user-guide/tutorial-notebooks.md +++ b/docs/02-user-guide/tutorial-notebooks.md @@ -1,58 +1,19 @@ # Tutorial Notebooks -These examples demonstrate recommended ways of working with `esparto`. - - -## Getting Started - -[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/domvwt/esparto/blob/main/docs/examples/getting-started.ipynb) -[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/domvwt/esparto/main?filepath=docs%2Fexamples%2Fgetting-started.ipynb) -[![GitHub](https://img.shields.io/badge/view%20on-GitHub-lightgrey)](https://github.com/domvwt/esparto/blob/main/docs/examples/getting-started.ipynb) - -A guided tour of the `esparto` API. This notebook covers: - -* Working with different Content types -* Layout and formatting -* Page options -* Saving your work - ---- - - ## Data Analysis [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/domvwt/esparto/blob/main/docs/examples/iris-report.ipynb) [![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/domvwt/esparto/main?filepath=docs%2Fexamples%2Firis-report.ipynb) [![GitHub](https://img.shields.io/badge/view%20on-GitHub-lightgrey)](https://github.com/domvwt/esparto/blob/main/docs/examples/iris-report.ipynb) -This notebook shows how we can put together a simple data analysis in `esparto`. - -This example covers: +This notebook shows how we can put together a simple data analysis report. * Text content with Markdown formatting -* Including images from files * Converting a Pandas DataFrame to a table -* Adding plots from Matplotlib and Seaborn +* Adding plots from Matplotlib Output: [Webpage](../examples/iris-report.html) | [PDF](../examples/iris-report.pdf) ---- - -## Interactive Plots - -[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/domvwt/esparto/blob/main/docs/examples/interactive-plots.ipynb) -[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/domvwt/esparto/main?filepath=docs%2Fexamples%2Finteractive-plots.ipynb) -[![GitHub](https://img.shields.io/badge/view%20on-GitHub-lightgrey)](https://github.com/domvwt/esparto/blob/main/docs/examples/interactive-plots.ipynb) - -This notebook shows basic examples from interactive plotting libraries: - -* Bokeh -* Plotly - -Output: [Webpage](../examples/interactive-plots.html) | [PDF](../examples/interactive-plots.pdf) - -!!! note - PDF output is not officially supported for `Bokeh` at this time. -
diff --git a/docs/03-api-reference/content.md b/docs/03-api-reference/content.md index e75a43f..3dfe3bb 100644 --- a/docs/03-api-reference/content.md +++ b/docs/03-api-reference/content.md @@ -13,12 +13,11 @@ ``` ## ::: esparto._content.Content +
## ::: esparto._content.Markdown -## ::: esparto._content.Image - ## ::: esparto._content.DataFramePd ## ::: esparto._content.FigureMpl @@ -27,6 +26,8 @@ ## ::: esparto._content.FigurePlotly +## ::: esparto._content.Image + ## ::: esparto._content.RawHTML
diff --git a/docs/03-api-reference/options.md b/docs/03-api-reference/options.md index 19057e3..45fc896 100644 --- a/docs/03-api-reference/options.md +++ b/docs/03-api-reference/options.md @@ -1,6 +1,9 @@ # esparto._options -## ::: esparto._options.ConfigOptions +!!! info + Default output options are configured through `es.options`. + +## ::: esparto._options.OutputOptions ## ::: esparto._options.MatplotlibOptions diff --git a/docs/04-about/release-notes.md b/docs/04-about/release-notes.md index 2472b88..b761105 100644 --- a/docs/04-about/release-notes.md +++ b/docs/04-about/release-notes.md @@ -1,117 +1,143 @@ Release Notes ============= +3.0.0 (2022-02-23) +------------------ + +- API + - Page now accepts `max_width` and `output_options` arguments + - Content classes no longer accept `width` or `height` arguments +- New Features + - Output rendering options can now be configured at page level + - Additional markdown features recognised +- Fixes + - JavaScript is now placed at end of page so HTML is loaded first +- Page Style + - Removed unnecessary indentation + - Tables now render in minimal, clean style + - Improvements to sizing and centring of plots + - Cleaned up unnecessary HTML and CSS + - Majority of CSS attributes moved to `esparto.css` +- Dependencies + - Pillow is now optional + - BeautifulSoup4 is now required + - Upper version limits removed from all +- Other + - Type hints implemented with ~100% coverage + 2.0.0 (2021-09-19) ------------------ -- New Features - - Links to Bootswatch CDN for page themes - - Reorganise and add options to `esparto.options` - - Table of Contents generator for Page element - - Save and Load config options - - Define Columns and Cards as dict of {"title": content} - - Add or replace Content by positional index -- New Layout Classes - - CardSection: Section with Cards as the default Content container - - CardRow: Row of Cards - - CardRowEqual: Row of equal width cards + +- New Features + - Links to Bootswatch CDN for page themes + - Reorganise and add options to `esparto.options` + - Table of Contents generator for Page element + - Save and Load config options + - Define Columns and Cards as dict of {"title": content} + - Add or replace Content by positional index +- New Layout Classes + - CardSection: Section with Cards as the default Content container + - CardRow: Row of Cards + - CardRowEqual: Row of equal width cards 1.3.0 (2021-07-19) ------------------ -- New Layout class - - Card: Bordered container for grouping content -- Updated Content class - - FigureMpl: SVG rendered plots now flex up to 150% of original size -- Other - - Defined string and repr representations for current settings - - Updated CSS so maintain distance from header if main title is not defined - - Updated content adaptor to allow other Layout objects as valid children for Column +- New Layout class + - Card: Bordered container for grouping content +- Updated Content class + - FigureMpl: SVG rendered plots now flex up to 150% of original size +- Other + - Defined string and repr representations for current settings + - Updated CSS so maintain distance from header if main title is not defined + - Updated content adaptor to allow other Layout objects as valid children for Column 1.2.0 (2021-06-28) ------------------ -- Implicitly read Markdown text files +- Implicitly read Markdown text files 1.1.0 (2021-06-18) ------------------ -- New Layout classes - - Spacer: make an empty column within a Row - - PageBreak: enforce a page break in printed / PDF documents -- New Content class - - RawHTML: place raw HTML code in the page -- Updated Content classes - - DataFramePd: add new CSS style to minimise row height - - FigureMpl: SVG rendered plots are now responsive and horizontally centred -- New publishing features - - CSS stylesheet path can be passed to options.css_styles - - Jinja template path can be passed to options.jinja_template +- New Layout classes + - Spacer: make an empty column within a Row + - PageBreak: enforce a page break in printed / PDF documents +- New Content class + - RawHTML: place raw HTML code in the page +- Updated Content classes + - DataFramePd: add new CSS style to minimise row height + - FigureMpl: SVG rendered plots are now responsive and horizontally centred +- New publishing features + - CSS stylesheet path can be passed to options.css_styles + - Jinja template path can be passed to options.jinja_template 1.0.1 (2021-06-01) ------------------ -- Update dependencies -- Fix SVG rendering in PDF -- Update docs and examples +- Update dependencies +- Fix SVG rendering in PDF +- Update docs and examples 1.0.0 (2021-05-31) ------------------ -- Improve API -- Responsive SVG plots -- Update Jinja template to remove branding -- Refactor codebase +- Improve API +- Responsive SVG plots +- Update Jinja template to remove branding +- Refactor codebase 0.2.5 (2021-05-06) ------------------ -- Fix linting errors -- Add dataclasses dependency for Python < 3.7 +- Fix linting errors +- Add dataclasses dependency for Python < 3.7 0.2.4 (2021-05-04) ------------------ -- Fix bug corrupting page titles -- Lazy load the content dependency dict -- Remove unused code +- Fix bug corrupting page titles +- Lazy load the content dependency dict +- Remove unused code 0.2.3 (2021-05-03) ------------------ -- Make documents 'print friendly' -- Output to PDF with weasyprint -- Export matplotlib plots as SVG by default -- Use `esparto.options` for configuring behaviour +- Make documents 'print friendly' +- Output to PDF with weasyprint +- Export matplotlib plots as SVG by default +- Use `esparto.options` for configuring behaviour 0.2.2 (2021-04-24) ------------------ -- Fix notebook display for Colab +- Fix notebook display for Colab 0.2.1 (2021-04-24) ------------------ -- Add Bootstrap dependencies for relevant content classes -- Inherit FigureBokeh height from Bokeh object -- Fix issues with in-notebook content rendering +- Add Bootstrap dependencies for relevant content classes +- Inherit FigureBokeh height from Bokeh object +- Fix issues with in-notebook content rendering 0.2.0 (2021-04-23) ------------------ -- Add support for Bokeh and Plotly +- Add support for Bokeh and Plotly 0.1.2 (2021-04-09) ------------------ -- Relax dependency on Pillow to allow versions >=7.0.0 and <9.0.0 +- Relax dependency on Pillow to allow versions >=7.0.0 and <9.0.0 0.1.1 (2021-04-08) ------------------ -- Update package metadata for pypi +- Update package metadata for pypi 0.1.0 (2021-04-07) ------------------ -- First public release + +- First public release
diff --git a/docs/examples/getting-started.ipynb b/docs/examples/getting-started.ipynb deleted file mode 100644 index 228984d..0000000 --- a/docs/examples/getting-started.ipynb +++ /dev/null @@ -1,931 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "id": "sixth-acrobat", - "metadata": {}, - "source": [ - "# Getting Started Guide" - ] - }, - { - "cell_type": "markdown", - "id": "72210dc1", - "metadata": { - "ExecuteTime": { - "start_time": "2021-09-21T19:58:43.373Z" - } - }, - "source": [ - "In this notebook we demonstrate how to build and design a page with **esparto**." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b946416f", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:00.994747Z", - "start_time": "2021-09-21T21:39:55.729695Z" - } - }, - "outputs": [], - "source": [ - "# Environment setup\n", - "import os\n", - "!pip install -Uqq esparto\n", - "if os.environ.get(\"BINDER_SERVICE_HOST\"):\n", - " !pip install -Uqq pandas matplotlib seaborn" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "biological-cruise", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:03.581615Z", - "start_time": "2021-09-21T21:40:00.998674Z" - } - }, - "outputs": [], - "source": [ - "import esparto as es\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "from pathlib import Path" - ] - }, - { - "cell_type": "markdown", - "id": "df2ff417", - "metadata": {}, - "source": [ - "## Page Creation" - ] - }, - { - "cell_type": "markdown", - "id": "92968a2a", - "metadata": {}, - "source": [ - "All pages start with a Page object. When a Page is initialised we are allowed to specify a page title, which will \n", - "appear at the top of the page, a navbrand which will be displayed in the header, and several other options which are\n", - "detailed in the documentation.\n", - "\n", - "\n", - "Creating the Page::" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "a12076b1", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:03.594658Z", - "start_time": "2021-09-21T21:40:03.586730Z" - } - }, - "outputs": [], - "source": [ - "page = es.Page(title=\"Page Title\")" - ] - }, - { - "cell_type": "markdown", - "id": "binding-medicaid", - "metadata": {}, - "source": [ - "## Content Types" - ] - }, - { - "cell_type": "markdown", - "id": "c65988c4", - "metadata": {}, - "source": [ - "The following content types are supported:\n", - "\n", - "* Markdown Text\n", - "* Images\n", - "* Pandas DataFrames\n", - "* Plots from Matplotlib, Plotly, and Bokeh\n", - "\n", - "When a content object is added to the page it is automatically converted to the matching Esparto Content class.\n", - "Additional options may be chosen by explicitly instantiating the object although default settings should be suitable\n", - "for most scenarios." - ] - }, - { - "cell_type": "markdown", - "id": "necessary-midnight", - "metadata": {}, - "source": [ - "### Markdown" - ] - }, - { - "cell_type": "markdown", - "id": "1e051ebe", - "metadata": {}, - "source": [ - "Creating Markdown content from a string:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "cordless-jungle", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:03.670702Z", - "start_time": "2021-09-21T21:40:03.600170Z" - } - }, - "outputs": [], - "source": [ - "page = es.Page()\n", - "markdown_text = \"\"\"\n", - "**Markdown** is a *lightweight markup language* for creating formatted text using a plain-text editor. \n", - "**John Gruber** and **Aaron Swartz** created Markdown in 2004 as a markup language that is appealing to human \n", - "readers in its source code form. Markdown is widely used in:\n", - "\n", - "* blogging\n", - "* instant messaging\n", - "* online forums \n", - "* collaborative software \n", - "* documentation pages\n", - "* readme files\n", - "\n", - "----\n", - "\n", - "*From Wikipedia:* [*Markdown*](https://en.wikipedia.org/wiki/Markdown)\n", - "\"\"\"\n", - "page[0] = es.Markdown(markdown_text)\n", - "page[0]" - ] - }, - { - "cell_type": "markdown", - "id": "863efdc2", - "metadata": {}, - "source": [ - "Reading the same Markdown from a text file:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f7afcf5c", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:03.731952Z", - "start_time": "2021-09-21T21:40:03.675106Z" - } - }, - "outputs": [], - "source": [ - "Path(\"markdown.md\").write_text(markdown_text)\n", - "page[0] = \"markdown.md\"\n", - "page[0]" - ] - }, - { - "cell_type": "markdown", - "id": "narrow-differential", - "metadata": {}, - "source": [ - "### Images" - ] - }, - { - "cell_type": "markdown", - "id": "3b8b5a9e", - "metadata": {}, - "source": [ - "Reading an image from a file path:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "growing-saver", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:03.753250Z", - "start_time": "2021-09-21T21:40:03.738292Z" - } - }, - "outputs": [], - "source": [ - "image_path = \"my-image.png\"\n", - "page[0][0][0] = image_path\n", - "page.tree()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1dbf0f88", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.004724Z", - "start_time": "2021-09-21T21:40:03.759832Z" - } - }, - "outputs": [], - "source": [ - "image_credit = \"Photo by Benjamin Voros for Unsplash\"\n", - "page[0][0][1] = es.Image(image_path, caption=image_credit)\n", - "page[0]" - ] - }, - { - "cell_type": "markdown", - "id": "silver-insert", - "metadata": {}, - "source": [ - "### Pandas DataFrames" - ] - }, - { - "cell_type": "markdown", - "id": "7755d253", - "metadata": {}, - "source": [ - "Creating a table from a Pandas DataFrame:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "boring-wound", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.179243Z", - "start_time": "2021-09-21T21:40:04.024441Z" - } - }, - "outputs": [], - "source": [ - "df00 = sns.load_dataset(\"mpg\")\n", - "pandas_df = df00.describe().round(2).T[[\"mean\", \"std\", \"50%\"]]\n", - "\n", - "page[0] = es.DataFramePd(pandas_df)\n", - "page[0]" - ] - }, - { - "cell_type": "markdown", - "id": "alleged-botswana", - "metadata": {}, - "source": [ - "### Matplotlib Figures" - ] - }, - { - "cell_type": "markdown", - "id": "059b37c0", - "metadata": {}, - "source": [ - "Creating a plot from a Matplotlib figure:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "floating-gambling", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.580046Z", - "start_time": "2021-09-21T21:40:04.187792Z" - }, - "scrolled": false - }, - "outputs": [], - "source": [ - "mpl_fig, ax = plt.subplots()\n", - "\n", - "colors = [\"C0\", \"C1\", \"C2\"]\n", - "df00.groupby(\"origin\")[\"horsepower\"].mean().plot.bar(color=colors, rot=0, ax=ax)\n", - "ax.set_title(\"Mean Horsepower by Origin\")\n", - "ax.set_ylabel(\"Horsepower\")\n", - "ax.set_xlabel(\"Origin\")\n", - "mpl_fig.tight_layout()\n", - "plt.close() # prevent auto-plotting in notebook\n", - "\n", - "page[0] = es.FigureMpl(mpl_fig)\n", - "page[0]" - ] - }, - { - "cell_type": "markdown", - "id": "olympic-portrait", - "metadata": {}, - "source": [ - "## Page Layout" - ] - }, - { - "cell_type": "markdown", - "id": "willing-seeker", - "metadata": {}, - "source": [ - "### Rows and Columns" - ] - }, - { - "cell_type": "markdown", - "id": "020f282c", - "metadata": {}, - "source": [ - "Pages are arranged in Sections, Rows, and Columns. If fine control over the layout is not required, the specific row\n", - "and / or column can be omitted and Esparto will infer the logical structure:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "sticky-aggregate", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.603041Z", - "start_time": "2021-09-21T21:40:04.587002Z" - } - }, - "outputs": [], - "source": [ - "my_page = es.Page(title=\"Page Title\")\n", - "my_page[0] = \"Page Content\"\n", - "my_page.tree()" - ] - }, - { - "cell_type": "markdown", - "id": "45490d85", - "metadata": {}, - "source": [ - "#### Add Content" - ] - }, - { - "cell_type": "markdown", - "id": "4bfaedd2", - "metadata": {}, - "source": [ - "Specifying the Section, Row, and Column:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "01fafd39", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.697115Z", - "start_time": "2021-09-21T21:40:04.610612Z" - } - }, - "outputs": [], - "source": [ - "page = es.Page(\"Page Title\")\n", - "page[\"Section One\"][\"Row One\"][\"Column One\"] = \"Some content\"\n", - "page[\"Section One\"][\"Row One\"][\"Column Two\"] = \"More content\"\n", - "page.tree()" - ] - }, - { - "cell_type": "markdown", - "id": "4cb5c48b", - "metadata": {}, - "source": [ - "Adding multiple Columns to the same Row using a tuple of dictionaries:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "64870bc4", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.718851Z", - "start_time": "2021-09-21T21:40:04.704145Z" - } - }, - "outputs": [], - "source": [ - "page = es.Page(\"Page Title\")\n", - "page[\"Section One\"][\"Row One\"] = (\n", - " {\"Column One\": \"Some content\"}, \n", - " {\"Column Two\": \"More content\"}\n", - ")\n", - "page.tree()" - ] - }, - { - "cell_type": "markdown", - "id": "ae612283", - "metadata": {}, - "source": [ - "#### Update Content" - ] - }, - { - "cell_type": "markdown", - "id": "b21b2c6c", - "metadata": {}, - "source": [ - "Update content using indexing or object attributes:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9b51e9c4", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.740584Z", - "start_time": "2021-09-21T21:40:04.725959Z" - } - }, - "outputs": [], - "source": [ - "page[\"Section One\"][\"Row One\"][\"Column One\"] = image_path\n", - "page.section_one.row_one.column_two = image_path\n", - "page.tree()" - ] - }, - { - "cell_type": "markdown", - "id": "000f6b50", - "metadata": {}, - "source": [ - "#### Delete Content" - ] - }, - { - "cell_type": "markdown", - "id": "8451c647", - "metadata": {}, - "source": [ - "Delete content by index or attribute name:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4802abde", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.759446Z", - "start_time": "2021-09-21T21:40:04.747606Z" - } - }, - "outputs": [], - "source": [ - "del page.section_one.row_one[-1]\n", - "page.tree()" - ] - }, - { - "cell_type": "markdown", - "id": "b6d05194", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-20T20:00:46.759502Z", - "start_time": "2021-09-20T20:00:46.752587Z" - } - }, - "source": [ - "Alternatively, we can delete content by accessing its attribute:\n", - "```python\n", - "del page.section_one.row_one.new_title\n", - "```" - ] - }, - { - "cell_type": "markdown", - "id": "dab93a0f", - "metadata": {}, - "source": [ - "#### Auto Layout" - ] - }, - { - "cell_type": "markdown", - "id": "20c741ea", - "metadata": {}, - "source": [ - "We can create a basic page with the methods covered so far:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b780b453", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.962342Z", - "start_time": "2021-09-21T21:40:04.767793Z" - } - }, - "outputs": [], - "source": [ - "my_page = es.Page(title=\"My Report\")\n", - "my_image = es.Image(\"my-image.png\", caption=image_credit)\n", - "my_page[\"Words and Images\"] = (\"markdown.md\", my_image)\n", - "\n", - "my_page" - ] - }, - { - "cell_type": "markdown", - "id": "5dcb98e3", - "metadata": {}, - "source": [ - "Esparto infers the full Page structure without explicit instructions. This code generates the same page as above:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "super-investor", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:04.988210Z", - "start_time": "2021-09-21T21:40:04.969294Z" - } - }, - "outputs": [], - "source": [ - "my_page_by_hand = es.Page(title=\"My Report\", children=[\n", - " es.Section(title=\"Words and Images\", children=[\n", - " es.Row(children=[\n", - " es.Column(children=[\"markdown.md\"]),\n", - " es.Column(children=[my_image])\n", - " ])\n", - " ])\n", - "])\n", - "my_page_by_hand.tree()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "5c5dc42b", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:05.005435Z", - "start_time": "2021-09-21T21:40:04.996660Z" - } - }, - "outputs": [], - "source": [ - "assert my_page == my_page_by_hand\n", - "# True" - ] - }, - { - "cell_type": "markdown", - "id": "focused-northern", - "metadata": {}, - "source": [ - "### Content Cards" - ] - }, - { - "cell_type": "markdown", - "id": "1567abb9", - "metadata": {}, - "source": [ - "Cards are useful for grouping related content:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "burning-concrete", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:05.200715Z", - "start_time": "2021-09-21T21:40:05.012960Z" - } - }, - "outputs": [], - "source": [ - "data_sample = df00.iloc[:, :4].head(5)\n", - "data_types = df00.dtypes.rename(\"Data Type\").to_frame()\n", - "card_a = es.Card(title=\"Data Types\", children=[data_types])\n", - "card_b = es.Card(title=\"Summary Stats\", children=[mpl_fig, pandas_df])\n", - "card_a + card_b" - ] - }, - { - "cell_type": "markdown", - "id": "b1071950", - "metadata": {}, - "source": [ - "Adding Cards to a Section:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "arctic-terry", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:05.222809Z", - "start_time": "2021-09-21T21:40:05.208154Z" - } - }, - "outputs": [], - "source": [ - "section_two = es.Section(title=\"Data Analysis\")\n", - "section_two[0] = (card_a, card_b)\n", - "section_two.tree()" - ] - }, - { - "cell_type": "markdown", - "id": "a41f553e", - "metadata": {}, - "source": [ - "### Card Sections" - ] - }, - { - "cell_type": "markdown", - "id": "d6adeb71", - "metadata": {}, - "source": [ - "Card Sections can be used when content should be wrapped in Cards by default:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "abc6fc93", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:05.253525Z", - "start_time": "2021-09-21T21:40:05.230967Z" - } - }, - "outputs": [], - "source": [ - "section_two = es.CardSection(title=\"Data Analysis\")\n", - "section_two[0] = (\n", - " {\"Data Types\": data_types},\n", - " {\"Summary Stats\": [mpl_fig, pandas_df]}\n", - ")\n", - "section_two.tree()" - ] - }, - { - "cell_type": "markdown", - "id": "8ed77bbe", - "metadata": {}, - "source": [ - "### Using Spacers" - ] - }, - { - "cell_type": "markdown", - "id": "51b43d13", - "metadata": {}, - "source": [ - "Spacers create empty Columns in a Row:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "599cf1e2", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:05.360122Z", - "start_time": "2021-09-21T21:40:05.265236Z" - } - }, - "outputs": [], - "source": [ - "page = es.Page()\n", - "page[0] = ({\"Markdown\": markdown_text}, es.Spacer())\n", - "page[0]" - ] - }, - { - "cell_type": "markdown", - "id": "downtown-briefs", - "metadata": {}, - "source": [ - "### Page Breaks" - ] - }, - { - "cell_type": "markdown", - "id": "a86542d5", - "metadata": {}, - "source": [ - "Page Breaks indicate the end of a page when printing or converting to PDF:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "overhead-accreditation", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:05.383400Z", - "start_time": "2021-09-21T21:40:05.367053Z" - } - }, - "outputs": [], - "source": [ - "my_page[\"Data Analysis\"] = section_two\n", - "my_page.children.insert(1, es.PageBreak())\n", - "my_page.tree()" - ] - }, - { - "cell_type": "markdown", - "id": "1513a7ae", - "metadata": {}, - "source": [ - "## Esparto Options" - ] - }, - { - "cell_type": "markdown", - "id": "988db5ef", - "metadata": {}, - "source": [ - "The options available in `es.options` allow control over how dependencies are source and provisioned, \n", - "as well as the behaviour of certain content types." - ] - }, - { - "cell_type": "markdown", - "id": "a889cecb", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T17:10:36.545656Z", - "start_time": "2021-09-21T17:10:36.539808Z" - } - }, - "source": [ - "```python\n", - ">>> es.options?\n", - "```\n", - "```Options for configuring esparto behaviour and output.\n", - "\n", - "Config options will automatically be loaded if a yaml file is found at\n", - "either './esparto-config.yaml' or '~/esparto-data/esparto-config.yaml'.\n", - "\n", - "Attributes:\n", - " dependency_source (str):\n", - " How dependencies should be provisioned: 'cdn' or 'inline'.\n", - " bootstrap_cdn (str):\n", - " Link to Bootstrap CDN. Used if dependency source is 'cdn'.\n", - " Alternative links are available via esparto.bootstrap_cdn_themes.\n", - " bootstrap_css (str):\n", - " Path to Bootstrap CSS file. Used if dependency source is 'inline'.\n", - " esparto_css (str):\n", - " Path to additional CSS file with esparto specific styles.\n", - " jinja_template (str):\n", - " Path to Jinja HTML page template.\n", - "\n", - " matplotlib: Additional config options for Matplotlib.\n", - " plotly: Additional config options for Plotly.\n", - " bokeh: Additional config options for Bokeh.\n", - "```" - ] - }, - { - "cell_type": "markdown", - "id": "comprehensive-region", - "metadata": {}, - "source": [ - "## Saving your Work" - ] - }, - { - "cell_type": "markdown", - "id": "9726529e", - "metadata": {}, - "source": [ - "### As a Webpage" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "organizational-advice", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:05.912534Z", - "start_time": "2021-09-21T21:40:05.398749Z" - } - }, - "outputs": [], - "source": [ - "my_page.save_html(\"my-page.html\")" - ] - }, - { - "cell_type": "markdown", - "id": "de53c552", - "metadata": {}, - "source": [ - "### As a PDF" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "virtual-celebration", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:40:12.445181Z", - "start_time": "2021-09-21T21:40:05.921526Z" - } - }, - "outputs": [], - "source": [ - "my_page.save_pdf(\"my-page.pdf\")" - ] - } - ], - "metadata": { - "hide_input": false, - "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": "3.8.5" - }, - "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": "calc(100% - 180px)", - "left": "10px", - "top": "150px", - "width": "269px" - }, - "toc_section_display": true, - "toc_window_display": true - }, - "varInspector": { - "cols": { - "lenName": 16, - "lenType": 16, - "lenVar": 40 - }, - "kernels_config": { - "python": { - "delete_cmd_postfix": "", - "delete_cmd_prefix": "del ", - "library": "var_list.py", - "varRefreshCmd": "print(var_dic_list())" - }, - "r": { - "delete_cmd_postfix": ") ", - "delete_cmd_prefix": "rm(", - "library": "var_list.r", - "varRefreshCmd": "cat(var_dic_list()) " - } - }, - "types_to_exclude": [ - "module", - "function", - "builtin_function_or_method", - "instance", - "_Feature" - ], - "window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/docs/examples/interactive-plots.html b/docs/examples/interactive-plots.html deleted file mode 100644 index 1a0ecaf..0000000 --- a/docs/examples/interactive-plots.html +++ /dev/null @@ -1,264 +0,0 @@ - - - - - Interactive Plots - - - - - - - - - - - - - -
-

- Interactive Plots -

-
-

- Plotly -

-
-
-
- Line Plot -
-
-
-
- -
-
-
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-
-
- Scatter Plot with Facet Columns -
-
-
-
- -
-
-
-
-
-

- Bokeh -

-
-
-
- Line Plot with Range Slider -
-
- -
-
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- Scatter Plot -
-
- -
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- - - - - - - -
-
- - - diff --git a/docs/examples/interactive-plots.ipynb b/docs/examples/interactive-plots.ipynb deleted file mode 100644 index 79ed836..0000000 --- a/docs/examples/interactive-plots.ipynb +++ /dev/null @@ -1,439 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "Oy98EV4EJcOy" - }, - "source": [ - "# Interactive Plots with Bokeh and Plotly\n", - "This notebook demonstrates how we can incorporate interactive plots from Bokeh and Plotly into a page.\n", - "\n", - "\n", - "We will look at:\n", - "* Interactive plotting with Bokeh and Plotly\n", - "* Adding interactive content to the page" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:18.482320Z", - "start_time": "2021-09-21T21:38:18.454872Z" - }, - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "C30QlbKwJcPE", - "outputId": "162f1970-6e9c-42a9-f5ae-de6341e93dc8" - }, - "outputs": [], - "source": [ - "# Environment setup\n", - "import os\n", - "!pip install -Uqq esparto plotly bokeh pandas-bokeh weasyprint==52.5\n", - "if os.environ.get(\"BINDER_SERVICE_HOST\"):\n", - " !pip install -Uqq pandas" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:25.307508Z", - "start_time": "2021-09-21T21:38:18.493457Z" - }, - "id": "0Pzi4t5EsUlq" - }, - "outputs": [], - "source": [ - "import esparto as es\n", - "import numpy as np\n", - "import pandas as pd\n", - "import pandas_bokeh\n", - "import bokeh as bk\n", - "import plotly" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:25.364002Z", - "start_time": "2021-09-21T21:38:25.318816Z" - } - }, - "outputs": [], - "source": [ - "bk.io.output_notebook()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Prepare Sample Data" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:26.343808Z", - "start_time": "2021-09-21T21:38:25.376956Z" - } - }, - "outputs": [], - "source": [ - "# From: https://github.com/PatrikHlobil/Pandas-Bokeh#Examples\n", - "np.random.seed(1)\n", - "ts = pd.Series(np.random.randn(1000), index=pd.date_range('1/1/2000', periods=1000))\n", - "df_lines = pd.DataFrame(np.random.randn(1000, 4), index=ts.index, columns=list('ABCD'))\n", - "df_lines = df_lines.cumsum()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:26.778069Z", - "start_time": "2021-09-21T21:38:26.352447Z" - } - }, - "outputs": [], - "source": [ - "df_mpg = pd.read_csv(\"https://raw.githubusercontent.com/mwaskom/seaborn-data/master/mpg.csv\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plotly" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:29.567904Z", - "start_time": "2021-09-21T21:38:26.785908Z" - } - }, - "outputs": [], - "source": [ - "plotly_lines = df_lines.plot(title=\"Time Series\", backend=\"plotly\", template=\"plotly_white\")\n", - "plotly_lines.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:30.052787Z", - "start_time": "2021-09-21T21:38:29.577761Z" - } - }, - "outputs": [], - "source": [ - "plotly_scatter = df_mpg.plot.scatter(\n", - " title=\"Cars\",\n", - " x=\"mpg\", y=\"acceleration\", \n", - " color=\"model_year\",\n", - " color_continuous_scale=\"burg_r\",\n", - " facet_col=\"origin\",\n", - " backend=\"plotly\", \n", - " template=\"plotly_white\",\n", - ")\n", - "plotly_scatter.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Default plotting options for `Plotly` figures are set in `esparto.options.plotly`:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:30.096493Z", - "start_time": "2021-09-21T21:38:30.061010Z" - } - }, - "outputs": [], - "source": [ - "es.options.plotly" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:30.325380Z", - "start_time": "2021-09-21T21:38:30.115711Z" - }, - "id": "-_DFIxBq6wa5" - }, - "outputs": [], - "source": [ - "page = es.Page(title=\"Interactive Plots\")\n", - "\n", - "page[\"Plotly\"][0] = {\"Line Plot\": plotly_lines}\n", - "page[\"Plotly\"][1] = {\"Scatter Plot with Facet Columns\": plotly_scatter}" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Bokeh" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:31.714134Z", - "start_time": "2021-09-21T21:38:30.338504Z" - } - }, - "outputs": [], - "source": [ - "bokeh_lines = df_lines.plot_bokeh(title=\"Time Series\", rangetool=True)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:32.395744Z", - "start_time": "2021-09-21T21:38:31.731490Z" - } - }, - "outputs": [], - "source": [ - "bokeh_scatter = df_mpg.plot_bokeh.scatter(\n", - " title=\"Cars\",\n", - " x=\"mpg\", y=\"acceleration\", \n", - " category=\"origin\",\n", - " size=8,\n", - " alpha=0.7,\n", - " line_color=None\n", - ")" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T20:34:57.822830Z", - "start_time": "2021-09-21T20:34:57.806636Z" - }, - "id": "-_DFIxBq6wa5" - }, - "source": [ - "These options allow the Bokeh scatter plot to stretch to fill the screen width" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:32.422756Z", - "start_time": "2021-09-21T21:38:32.405380Z" - }, - "id": "-_DFIxBq6wa5" - }, - "outputs": [], - "source": [ - "bokeh_scatter.sizing_mode = \"stretch_width\"\n", - "bokeh_scatter.width = None" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Default plotting options for `Bokeh` plots are set in `esparto.options.bokeh`:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:32.780724Z", - "start_time": "2021-09-21T21:38:32.431323Z" - } - }, - "outputs": [], - "source": [ - "es.options.bokeh" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:33.293615Z", - "start_time": "2021-09-21T21:38:32.788621Z" - }, - "id": "-_DFIxBq6wa5" - }, - "outputs": [], - "source": [ - "page[\"Bokeh\"][0] = {\"Line Plot with Range Slider\": bokeh_lines}\n", - "page[\"Bokeh\"][1] = {\"Scatter Plot\": bokeh_scatter}" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:40.307621Z", - "start_time": "2021-09-21T21:38:33.302627Z" - }, - "scrolled": false - }, - "outputs": [], - "source": [ - "page" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "jeDYcQ2iJcPp" - }, - "source": [ - "We can now save our page to an HTML file and share it." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:38:45.390840Z", - "start_time": "2021-09-21T21:38:40.314010Z" - }, - "id": "05oH3hyt7Bvh" - }, - "outputs": [], - "source": [ - "page.save_html(\"interactive-plots.html\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "PDF output is not officially supported for `Bokeh` at this time.\n", - "\n", - "`Bokeh` content must be removed before saving as a PDF document." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-21T21:39:24.015660Z", - "start_time": "2021-09-21T21:38:45.398664Z" - } - }, - "outputs": [], - "source": [ - "del page[\"Bokeh\"]\n", - "page.save_pdf(\"interactive-plots.pdf\")" - ] - } - ], - "metadata": { - "colab": { - "collapsed_sections": [], - "name": "interactive-plots.ipynb", - "provenance": [] - }, - "hide_input": false, - "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": "3.8.5" - }, - "toc": { - "base_numbering": 1, - "nav_menu": {}, - "number_sections": true, - "sideBar": true, - "skip_h1_title": false, - "title_cell": "Table of Contents", - "title_sidebar": "Contents", - "toc_cell": false, - "toc_position": {}, - "toc_section_display": true, - "toc_window_display": false - }, - "varInspector": { - "cols": { - "lenName": 16, - "lenType": 16, - "lenVar": 40 - }, - "kernels_config": { - "python": { - "delete_cmd_postfix": "", - "delete_cmd_prefix": "del ", - "library": "var_list.py", - "varRefreshCmd": "print(var_dic_list())" - }, - "r": { - "delete_cmd_postfix": ") ", - "delete_cmd_prefix": "rm(", - "library": "var_list.r", - "varRefreshCmd": "cat(var_dic_list()) " - } - }, - "types_to_exclude": [ - "module", - "function", - "builtin_function_or_method", - "instance", - "_Feature" - ], - "window_display": false - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} diff --git a/docs/examples/interactive-plots.pdf b/docs/examples/interactive-plots.pdf deleted file mode 100644 index 953be70..0000000 Binary files a/docs/examples/interactive-plots.pdf and /dev/null differ diff --git a/docs/examples/iris-report.html b/docs/examples/iris-report.html index 30198be..c98f28f 100644 --- a/docs/examples/iris-report.html +++ b/docs/examples/iris-report.html @@ -1,80 +1,153 @@ + - - +<head> +<title> Iris Report - - - - - - - - - - - -
-

- Iris Report -

-
-

- Introduction -

-
-
-
-

- The - - Iris flower - - data set, or Fisher's Iris data set, is a multivariate data set introduced by + + + +

+ +
+
+

+ Iris Report +

+
+

+ Introduction +

+
+
+
+

+ The + + Iris flower + + data set, or Fisher’s Iris data set, is a multivariate data set introduced by the British statistician, eugenicist, and biologist Ronald Fisher in his 1936 paper -'The use of multiple measurements in taxonomic problems as an example of linear discriminant analysis'. -It is sometimes called Anderson's Iris data set because Edgar Anderson collected the data to quantify +‘The use of multiple measurements in taxonomic problems as an example of linear discriminant analysis’. +It is sometimes called Anderson’s Iris data set because Edgar Anderson collected the data to quantify the morphologic variation of Iris flowers of three related species. Two of the three species were -collected in the Gaspé Peninsula "all from the same pasture, and picked on the same day and measured at -the same time by the same person with the same apparatus". -

-

- The data set consists of 50 samples from each of three species of Iris (Iris setosa, Iris virginica and -Iris versicolor). Four features were measured from each sample: the length and the width of the sepals -and petals, in centimeters. Based on the combination of these four features, Fisher developed a linear -discriminant model to distinguish the species from each other. -

-
-
-
-
- ./iris-virginica.jpg -
- Iris Virginica -
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-

- - - Text retrieved from - - Wikipedia - - on 2021-04-05 -
- License: - - CC-BY-SA-3.0 - -
- - -

-

- - - Photo of Iris Virginica by Eric Hunt -
- License: - - CC-BY-SA-4.0 - - - -

-
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- Analysis -

-
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- Sample Data -
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-
- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
- sepal_length - - sepal_width - - petal_length - - petal_width - - species -
- 5.8 - - 4.0 - - 1.2 - - 0.2 - - setosa -
- 5.1 - - 2.5 - - 3.0 - - 1.1 - - versicolor -
- 6.6 - - 3.0 - - 4.4 - - 1.4 - - versicolor -
- 5.4 - - 3.9 - - 1.3 - - 0.4 - - setosa -
- 7.9 - - 3.8 - - 6.4 - - 2.0 - - virginica -
- 6.3 - - 3.3 - - 4.7 - - 1.6 - - versicolor -
- 6.9 - - 3.1 - - 5.1 - - 2.3 - - virginica -
- 5.1 - - 3.8 - - 1.9 - - 0.4 - - setosa -
- 4.7 - - 3.2 - - 1.6 - - 0.2 - - setosa -
- 6.9 - - 3.2 - - 5.7 - - 2.3 - - virginica -
-
-
-
-
-
- Visualisation -
-
-
-
- - +
+
+
+
+
+
+

+ + + Text retrieved from + + Wikipedia + + on 2021-04-05 +
+ License: + + CC-BY-SA-3.0 + +
+ + +

+
+
+
+
+
+

+ Analysis +

+
+
+
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+ + sepal_length + + sepal_width + + petal_length + + petal_width + + species +
+ 14 + + 5.8 + + 4.0 + + 1.2 + + 0.2 + + setosa +
+ 98 + + 5.1 + + 2.5 + + 3.0 + + 1.1 + + versicolor +
+ 75 + + 6.6 + + 3.0 + + 4.4 + + 1.4 + + versicolor +
+ 16 + + 5.4 + + 3.9 + + 1.3 + + 0.4 + + setosa +
+ 131 + + 7.9 + + 3.8 + + 6.4 + + 2.0 + + virginica +
+ 56 + + 6.3 + + 3.3 + + 4.7 + + 1.6 + + versicolor +
+ 141 + + 6.9 + + 3.1 + + 5.1 + + 2.3 + + virginica +
+ 44 + + 5.1 + + 3.8 + + 1.9 + + 0.4 + + setosa +
+ 29 + + 4.7 + + 3.2 + + 1.6 + + 0.2 + + setosa +
+ 120 + + 6.9 + + 3.2 + + 5.7 + + 2.3 + + virginica +
+
+
+
+
+ +
+ + + + diff --git a/docs/examples/iris-report.ipynb b/docs/examples/iris-report.ipynb index 683b5ea..293d956 100644 --- a/docs/examples/iris-report.ipynb +++ b/docs/examples/iris-report.ipynb @@ -7,24 +7,23 @@ }, "source": [ "# Iris Report\n", - "The iris dataset is one of the most well known datasets in statistics and data science.\n", - "This example notebook shows how we can put together a simple data analysis report in esparto.\n", + "The iris dataset is one of the best known datasets in statistics.\n", + "This example notebook shows how we can put together a simple data analysis report.\n", "\n", "\n", "Specifically we will look at\n", "* Text content with markdown formatting\n", - "* Including images from files\n", "* Converting a Pandas DataFrame to a table\n", - "* Adding plots from Matplotlib and Seaborn" + "* Adding plots from Matplotlib" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "ExecuteTime": { - "end_time": "2021-09-21T21:46:54.005033Z", - "start_time": "2021-09-21T21:45:45.935Z" + "end_time": "2022-02-23T11:53:03.707505Z", + "start_time": "2022-02-23T11:53:01.385400Z" }, "colab": { "base_uri": "https://localhost:8080/" @@ -38,16 +37,16 @@ "import os\n", "!pip install -Uqq esparto weasyprint==52.5\n", "if os.environ.get(\"BINDER_SERVICE_HOST\"):\n", - " !pip install -Uqq pandas matplotlib seaborn" + " !pip install -Uqq pandas matplotlib" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { "ExecuteTime": { - "end_time": "2021-09-22T07:57:56.495925Z", - "start_time": "2021-09-22T07:57:56.491630Z" + "end_time": "2022-02-23T11:53:04.524130Z", + "start_time": "2022-02-23T11:53:03.713873Z" }, "id": "0Pzi4t5EsUlq" }, @@ -55,8 +54,32 @@ "source": [ "import esparto as es\n", "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns" + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "ExecuteTime": { + "end_time": "2022-02-23T11:53:04.535749Z", + "start_time": "2022-02-23T11:53:04.526285Z" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'3.0.0'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "es.__version__" ] }, { @@ -70,11 +93,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": { "ExecuteTime": { - "end_time": "2021-09-22T07:57:56.510158Z", - "start_time": "2021-09-22T07:57:56.505414Z" + "end_time": "2022-02-23T11:53:04.548685Z", + "start_time": "2022-02-23T11:53:04.541587Z" }, "id": "-_DFIxBq6wa5" }, @@ -96,11 +119,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": { "ExecuteTime": { - "end_time": "2021-09-22T07:57:56.519244Z", - "start_time": "2021-09-22T07:57:56.514125Z" + "end_time": "2022-02-23T11:53:04.558326Z", + "start_time": "2022-02-23T11:53:04.553077Z" }, "id": "DFK3Yy1P61aU" }, @@ -114,12 +137,6 @@ "the morphologic variation of Iris flowers of three related species. Two of the three species were \n", "collected in the Gaspé Peninsula \"all from the same pasture, and picked on the same day and measured at \n", "the same time by the same person with the same apparatus\".\n", - "\n", - "\n", - "The data set consists of 50 samples from each of three species of Iris (Iris setosa, Iris virginica and \n", - "Iris versicolor). Four features were measured from each sample: the length and the width of the sepals \n", - "and petals, in centimeters. Based on the combination of these four features, Fisher developed a linear \n", - "discriminant model to distinguish the species from each other.\n", "\"\"\"\n", " \n", "\n", @@ -128,31 +145,16 @@ "Text retrieved from [Wikipedia](https://en.wikipedia.org/wiki/Iris_flower_data_set) on 2021-04-05 \n", "License: [CC-BY-SA-3.0](https://en.wikipedia.org/wiki/Wikipedia:Text_of_Creative_Commons_Attribution-ShareAlike_3.0_Unported_License) \n", "\n", - " \n", - "\n", - "Photo of Iris Virginica by Eric Hunt \n", - "License: [CC-BY-SA-4.0](https://commons.wikimedia.org/wiki/Category:CC-BY-SA-4.0)\n", - "\n", "\"\"\"" ] }, - { - "cell_type": "markdown", - "metadata": { - "id": "nb8AuPeqJcPM" - }, - "source": [ - "We can immediately add and view the rendered content by using the `>>` operator. `esparto` automatically converts strings\n", - "to Markdown, unless the string points to an image path." - ] - }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": { "ExecuteTime": { - "end_time": "2021-09-22T07:57:56.556294Z", - "start_time": "2021-09-22T07:57:56.522950Z" + "end_time": "2022-02-23T11:53:04.601434Z", + "start_time": "2022-02-23T11:53:04.562048Z" }, "colab": { "base_uri": "https://localhost:8080/", @@ -161,9 +163,251 @@ "id": "L2G3E3tkJcPN", "outputId": "08eb7d2e-09ac-40bb-b013-0a839434b04c" }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "
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\n", + " Introduction\n", + "

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\n", + " The\n", + " \n", + " Iris flower\n", + " \n", + " data set, or Fisher’s Iris data set, is a multivariate data set introduced by \n", + "the British statistician, eugenicist, and biologist Ronald Fisher in his 1936 paper \n", + "‘The use of multiple measurements in taxonomic problems as an example of linear discriminant analysis’. \n", + "It is sometimes called Anderson’s Iris data set because Edgar Anderson collected the data to quantify \n", + "the morphologic variation of Iris flowers of three related species. Two of the three species were \n", + "collected in the Gaspé Peninsula “all from the same pasture, and picked on the same day and measured at \n", + "the same time by the same person with the same apparatus”.\n", + "

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\n", + "
\n", + "

\n", + " Introduction\n", + "

\n", + "
\n", + "
\n", + "
\n", + "

\n", + " The\n", + " \n", + " Iris flower\n", + " \n", + " data set, or Fisher’s Iris data set, is a multivariate data set introduced by \n", + "the British statistician, eugenicist, and biologist Ronald Fisher in his 1936 paper \n", + "‘The use of multiple measurements in taxonomic problems as an example of linear discriminant analysis’. \n", + "It is sometimes called Anderson’s Iris data set because Edgar Anderson collected the data to quantify \n", + "the morphologic variation of Iris flowers of three related species. Two of the three species were \n", + "collected in the Gaspé Peninsula “all from the same pasture, and picked on the same day and measured at \n", + "the same time by the same person with the same apparatus”.\n", + "

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\n", + "\n", + "\n", + " Text retrieved from\n", + " \n", + " Wikipedia\n", + " \n", + " on 2021-04-05\n", + "
\n", + " License:\n", + " \n", + " CC-BY-SA-3.0\n", + " \n", + "
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] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-22T07:57:57.436253Z", - "start_time": "2021-09-22T07:57:57.367066Z" + { + "data": { + "text/plain": [ + "{'Introduction': [{'Row 0': [{'Column 0': ['Markdown']}]},\n", + " {'Row 1': [{'Column 0': ['Markdown']}]}]}" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" } - }, - "outputs": [], - "source": [ - "iris_img" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "tillrJmYJcPS" - }, - "source": [ - "Now that we've finished our Introduction section, we should check that it looks as intended." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-22T07:57:57.517363Z", - "start_time": "2021-09-22T07:57:57.439020Z" - }, - "colab": { - "base_uri": "https://localhost:8080/", - "height": 743 - }, - "id": "8LhgxHQjJcPS", - "outputId": "82571d2a-b070-4ebc-d256-282180cdccab" - }, - "outputs": [], + ], "source": [ - "my_page.introduction[0] += iris_img\n", + "my_page.introduction += credits\n", "my_page.introduction" ] }, @@ -307,20 +703,17 @@ "id": "kuDk7XgjJcPV" }, "source": [ - "## Pandas DataFrames\n", - "For the Analysis section we will include a table of sample data from a Pandas DataFrame and a couple of visualisations \n", - "produced in MatplotLib and Seaborn.\n", - "\n", - "The data set is downloaded from GitHub and read in with the usual Pandas API." + "## Pandas DataFrame\n", + "For the Analysis section we will include a Pandas DataFrame and a scatter plot from MatplotLib." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": { "ExecuteTime": { - "end_time": "2021-09-22T07:57:57.881782Z", - "start_time": "2021-09-22T07:57:57.522698Z" + "end_time": "2022-02-23T11:53:04.717321Z", + "start_time": "2022-02-23T11:53:04.646539Z" }, "colab": { "base_uri": "https://localhost:8080/", @@ -335,82 +728,22 @@ "sample_df = df.sample(10, random_state=1)" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Using the `<<` operator adds content to the page but returns the original object.\n", - "\n", - "We explicitly call the `DataFramePD` class so that we can hide the index." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-22T07:57:57.920135Z", - "start_time": "2021-09-22T07:57:57.884460Z" - }, - "colab": { - "base_uri": "https://localhost:8080/", - "height": 359 - }, - "id": "_lAVXOx4JcPX", - "outputId": "6dbf1d63-5a12-4715-fd6b-2b3373a4b7f7" - }, - "outputs": [], - "source": [ - "my_page[\"Analysis\"][\"Sample Data\"] << es.DataFramePd(sample_df, index=False)" - ] - }, { "cell_type": "markdown", "metadata": { "id": "5uNuMqJ8JcPc" }, "source": [ - "## Plotting with Matplotlib and Seaborn" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-22T07:57:57.931811Z", - "start_time": "2021-09-22T07:57:57.925142Z" - }, - "id": "Yq0cgw3cJcPd" - }, - "outputs": [], - "source": [ - "sns.set_palette(\"colorblind\")\n", - "sns.set_style(\"white\")" + "## Plotting with Matplotlib" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": { "ExecuteTime": { - "end_time": "2021-09-22T07:57:57.943352Z", - "start_time": "2021-09-22T07:57:57.935727Z" - }, - "id": "auIWd5znJcPe" - }, - "outputs": [], - "source": [ - "df.species = df.species.astype(\"category\")" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-22T07:57:58.412549Z", - "start_time": "2021-09-22T07:57:57.945995Z" + "end_time": "2022-02-23T11:53:04.998587Z", + "start_time": "2022-02-23T11:53:04.720954Z" }, "colab": { "base_uri": "https://localhost:8080/", @@ -419,89 +752,52 @@ "id": "EbC6No8KJcPe", "outputId": "fddeeae2-785b-4111-92ea-e604c3632adb" }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], "source": [ "plt.style.use(\"seaborn-paper\")\n", - "fig1, ax = plt.subplots()\n", + "\n", + "fig, ax = plt.subplots(figsize=(5, 3.5))\n", + "\n", + "df[\"species\"] = df.species.astype(\"category\")\n", "\n", "for i, s in enumerate(df.species.cat.categories):\n", " plot_data = df.loc[df.species == s]\n", - " ax.scatter(plot_data.petal_length, plot_data.petal_width, alpha=0.7, c=f\"C{i}\", label=s.capitalize())\n", + " ax.scatter(plot_data.petal_length, plot_data.petal_width, c=f\"C{i}\", alpha=0.6, label=s.capitalize())\n", "\n", "ax.set_title(\"Petal Length vs Petal Width\")\n", "ax.set_xlabel(\"Petal Length (cm)\")\n", "ax.set_ylabel(\"Petal Width (cm)\")\n", "ax.legend()\n", - "fig1.tight_layout();" + "\n", + "fig.tight_layout();" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": { "ExecuteTime": { - "end_time": "2021-09-22T07:57:58.421651Z", - "start_time": "2021-09-22T07:57:58.415800Z" + "end_time": "2022-02-23T11:53:05.013443Z", + "start_time": "2022-02-23T11:53:05.006816Z" } }, "outputs": [], "source": [ - "my_page[\"Analysis\"][\"Visualisation\"] = fig1" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "0T9RJ9nXJcPg" - }, - "source": [ - "For some plots we may need to get the figure by calling `plt.gcf()` (get current figure), as shown below." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-22T07:57:58.795581Z", - "start_time": "2021-09-22T07:57:58.425344Z" - }, - "colab": { - "base_uri": "https://localhost:8080/", - "height": 473 - }, - "id": "29-DgjGFYk3z", - "outputId": "18525e76-fdc6-48b9-fdcb-1e911f0f1a2c" - }, - "outputs": [], - "source": [ - "sns.set_context(\"paper\")\n", - "ax = sns.kdeplot(data=df)\n", - "ax.set_title(\"Kernel Density Estimates\")\n", - "ax.set_xlabel(\"Measurement (cm)\")\n", - "fig2 = plt.gcf()\n", - "plt.tight_layout()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "ExecuteTime": { - "end_time": "2021-09-22T07:57:58.977118Z", - "start_time": "2021-09-22T07:57:58.798761Z" - }, - "colab": { - "base_uri": "https://localhost:8080/", - "height": 1000 - }, - "id": "I1lpQqbwJcPi", - "outputId": "92295a71-b78c-4682-fb23-fa866a7ee856" - }, - "outputs": [], - "source": [ - "my_page.analysis.visualisation += fig2\n", - "my_page.analysis.visualisation" + "my_page[\"Analysis\"][0] = fig\n", + "my_page[\"Analysis\"][1] = sample_df" ] }, { @@ -517,11 +813,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": { "ExecuteTime": { - "end_time": "2021-09-22T07:57:59.276514Z", - "start_time": "2021-09-22T07:57:58.981718Z" + "end_time": "2022-02-23T11:53:05.359507Z", + "start_time": "2022-02-23T11:53:05.018420Z" }, "colab": { "base_uri": "https://localhost:8080/", @@ -531,7 +827,2109 @@ "outputId": "88132291-3b2d-45a8-90eb-bd89e48077cc", "scrolled": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\n", + "\n", + "
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\n", + "

\n", + " Iris Report\n", + "

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\n", + " Introduction\n", + "

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\n", + " The\n", + " \n", + " Iris flower\n", + " \n", + " data set, or Fisher’s Iris data set, is a multivariate data set introduced by \n", + "the British statistician, eugenicist, and biologist Ronald Fisher in his 1936 paper \n", + "‘The use of multiple measurements in taxonomic problems as an example of linear discriminant analysis’. \n", + "It is sometimes called Anderson’s Iris data set because Edgar Anderson collected the data to quantify \n", + "the morphologic variation of Iris flowers of three related species. Two of the three species were \n", + "collected in the Gaspé Peninsula “all from the same pasture, and picked on the same day and measured at \n", + "the same time by the same person with the same apparatus”.\n", + "

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\n", + "\n", + "\n", + " Text retrieved from\n", + " \n", + " Wikipedia\n", + " \n", + " on 2021-04-05\n", + "
\n", + " License:\n", + " \n", + " CC-BY-SA-3.0\n", + " \n", + "
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\n", + " Analysis\n", + "

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\n", + " 14\n", + " \n", + " 5.8\n", + " \n", + " 4.0\n", + " \n", + " 1.2\n", + " \n", + " 0.2\n", + " \n", + " setosa\n", + "
\n", + " 98\n", + " \n", + " 5.1\n", + " \n", + " 2.5\n", + " \n", + " 3.0\n", + " \n", + " 1.1\n", + " \n", + " versicolor\n", + "
\n", + " 75\n", + " \n", + " 6.6\n", + " \n", + " 3.0\n", + " \n", + " 4.4\n", + " \n", + " 1.4\n", + " \n", + " versicolor\n", + "
\n", + " 16\n", + " \n", + " 5.4\n", + " \n", + " 3.9\n", + " \n", + " 1.3\n", + " \n", + " 0.4\n", + " \n", + " setosa\n", + "
\n", + " 131\n", + " \n", + " 7.9\n", + " \n", + " 3.8\n", + " \n", + " 6.4\n", + " \n", + " 2.0\n", + " \n", + " virginica\n", + "
\n", + " 56\n", + " \n", + " 6.3\n", + " \n", + " 3.3\n", + " \n", + " 4.7\n", + " \n", + " 1.6\n", + " \n", + " versicolor\n", + "
\n", + " 141\n", + " \n", + " 6.9\n", + " \n", + " 3.1\n", + " \n", + " 5.1\n", + " \n", + " 2.3\n", + " \n", + " virginica\n", + "
\n", + " 44\n", + " \n", + " 5.1\n", + " \n", + " 3.8\n", + " \n", + " 1.9\n", + " \n", + " 0.4\n", + " \n", + " setosa\n", + "
\n", + " 29\n", + " \n", + " 4.7\n", + " \n", + " 3.2\n", + " \n", + " 1.6\n", + " \n", + " 0.2\n", + " \n", + " setosa\n", + "
\n", + " 120\n", + " \n", + " 6.9\n", + " \n", + " 3.2\n", + " \n", + " 5.7\n", + " \n", + " 2.3\n", + " \n", + " virginica\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "
\n", + "\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "metadata": { + "isolated": true + }, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "data": { + "text/plain": [ + "{'Iris Report': [{'Introduction': [{'Row 0': [{'Column 0': ['Markdown']}]},\n", + " {'Row 1': [{'Column 0': ['Markdown']}]}]},\n", + " {'Analysis': [{'Row 0': [{'Column 0': ['FigureMpl']}]},\n", + " {'Row 1': [{'Column 0': ['DataFramePd']}]}]}]}" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "my_page" ] @@ -547,27 +2945,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": { "ExecuteTime": { - "end_time": "2021-09-22T07:58:04.226536Z", - "start_time": "2021-09-22T07:57:59.280272Z" + "end_time": "2022-02-23T11:53:13.129566Z", + "start_time": "2022-02-23T11:53:05.362738Z" }, "id": "05oH3hyt7Bvh" }, "outputs": [], "source": [ - "page_name = \"iris-report.html\"\n", "my_page.save_html(\"iris-report.html\")\n", "my_page.save_pdf(\"iris-report.pdf\")" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -578,9 +2968,9 @@ }, "hide_input": false, "kernelspec": { - "display_name": "Python 3", + "display_name": "py38", "language": "python", - "name": "python3" + "name": "py38" }, "language_info": { "codemirror_mode": { @@ -592,7 +2982,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.8.12" }, "toc": { "base_numbering": 1, diff --git a/docs/examples/iris-report.pdf b/docs/examples/iris-report.pdf index 50a0f1e..233c345 100644 Binary files a/docs/examples/iris-report.pdf and b/docs/examples/iris-report.pdf differ diff --git a/docs/examples/iris-virginica.jpg b/docs/examples/iris-virginica.jpg deleted file mode 100644 index 4d95ec3..0000000 Binary files a/docs/examples/iris-virginica.jpg and /dev/null differ diff --git a/docs/images/iris-report-compressed.png b/docs/images/iris-report-compressed.png index 36e84ba..cf50685 100644 Binary files a/docs/images/iris-report-compressed.png and b/docs/images/iris-report-compressed.png differ diff --git a/esparto/__init__.py b/esparto/__init__.py index 977d5e8..13fae50 100644 --- a/esparto/__init__.py +++ b/esparto/__init__.py @@ -15,13 +15,13 @@ __author__ = """Dominic Thorn""" __email__ = "dominic.thorn@gmail.com" -__version__ = "2.0.0" +__version__ = "3.0.0" _MODULE_PATH: _Path = _Path(__file__).parent.absolute() _OPTIONAL_DEPENDENCIES: _Set[str] = { - "bs4", + "PIL", "IPython", "matplotlib", "pandas", @@ -56,6 +56,6 @@ Section, Spacer, ) -from esparto._options import options +from esparto._options import OutputOptions, options options._autoload() diff --git a/esparto/_adaptors.py b/esparto/_adaptors.py index eeea8cf..93539b2 100644 --- a/esparto/_adaptors.py +++ b/esparto/_adaptors.py @@ -1,7 +1,7 @@ -from functools import singledispatch -from mimetypes import guess_type +import functools as ft +import mimetypes as mt from pathlib import Path -from typing import Union +from typing import Any, Dict, Union from esparto import _INSTALLED_MODULES from esparto._content import ( @@ -16,8 +16,8 @@ from esparto._layout import Layout -@singledispatch -def content_adaptor(content: Content) -> Union[Content, Layout, dict]: +@ft.singledispatch +def content_adaptor(content: Content) -> Union[Content, Layout, Dict[str, Any]]: """ Wrap content in the required class. If Layout object is passed, return unchanged. @@ -34,9 +34,11 @@ def content_adaptor(content: Content) -> Union[Content, Layout, dict]: @content_adaptor.register(str) -def content_adaptor_core(content: str) -> Content: +@content_adaptor.register(Path) +def content_adaptor_core(content: Union[str, Path]) -> Content: """Convert text or image to Markdown or Image content.""" - guess = guess_type(content) + content = str(content) + guess = mt.guess_type(content) if guess and isinstance(guess[0], str): file_type = guess[0].split("/")[0] if file_type == "image": @@ -54,16 +56,9 @@ def content_adaptor_layout(content: Layout) -> Layout: return content -@content_adaptor.register(Path) -def content_adaptor_path(content: Path) -> Union[Content, Layout, dict]: - """Convert text or image path to Markdown or Image content.""" - content_str = str(content) - return content_adaptor_core(content_str) - - @content_adaptor.register(dict) -def content_adaptor_dict(content: dict) -> dict: - """Pass through dict of {"title": content}.""" +def content_adaptor_dict(content: Dict[str, Any]) -> Dict[str, Any]: + """Pass through dict of `{"title": content}`.""" if not (len(content) == 1 and isinstance(list(content.keys())[0], str)): raise ValueError("Content dict must be passed as {'title': content}") return content diff --git a/esparto/_content.py b/esparto/_content.py index d25d0cd..e27dce7 100644 --- a/esparto/_content.py +++ b/esparto/_content.py @@ -4,18 +4,31 @@ from abc import ABC, abstractmethod from io import BytesIO, StringIO from pathlib import Path -from typing import Any, Set, Tuple, Union +from typing import ( + TYPE_CHECKING, + Any, + Dict, + Iterator, + Optional, + Set, + Tuple, + TypeVar, + Union, +) from uuid import uuid4 import markdown as md -import PIL.Image as Img # type: ignore -from PIL.Image import Image as PILImage from esparto import _INSTALLED_MODULES from esparto._options import options from esparto._publish import nb_display +from esparto._typing import Child from esparto._utils import responsive_svg_mpl +if "PIL" in _INSTALLED_MODULES: + import PIL.Image as Img # type: ignore + from PIL.Image import Image as PILImage + if "pandas" in _INSTALLED_MODULES: from pandas import DataFrame # type: ignore @@ -30,6 +43,11 @@ from plotly.graph_objs._figure import Figure as PlotlyFigure # type: ignore from plotly.io import to_html as plotly_to_html # type: ignore +if TYPE_CHECKING: + from esparto._layout import Row + +T = TypeVar("T", bound="Content") + class Content(ABC): """Template for Content elements. @@ -43,11 +61,11 @@ class Content(ABC): _dependencies: Set[str] @abstractmethod - def to_html(self, **kwargs) -> str: - """Convert content to HTML code. + def to_html(self, **kwargs: bool) -> str: + """Convert content to HTML string. Returns: - str: HTML code. + str: HTML string. """ raise NotImplementedError @@ -56,31 +74,31 @@ def display(self) -> None: """Display rendered content in a Jupyter Notebook cell.""" nb_display(self) - def __add__(self, other): + def __add__(self, other: Child) -> "Row": from esparto._layout import Row return Row(children=[self, other]) - def __iter__(self): + def __iter__(self) -> Iterator["Content"]: return iter([self]) - def __len__(self): + def __len__(self) -> int: return len(list(self.content)) - def _repr_html_(self): + def _repr_html_(self) -> None: nb_display(self) - def __str__(self): + def __str__(self) -> str: return getattr(self, "title", None) or self.__class__.__name__ - def __eq__(self, other): + def __eq__(self, other: Any) -> bool: if isinstance(other, self.__class__): if hasattr(self.content, "__iter__") and hasattr(other.content, "__iter__"): return all(x == y for x, y in zip(self.content, other.content)) - return self.content == other.content + return bool(self.content == other.content) return False - def __ne__(self, other): + def __ne__(self, other: Any) -> bool: return not self.__eq__(other) @@ -88,20 +106,21 @@ class RawHTML(Content): """Raw HTML content. Args: - html (str): HTML code. + html (str): HTML string. """ _dependencies: Set[Any] = set("") + content: str - def __init__(self, html): + def __init__(self, html: str) -> None: if not isinstance(html, str): raise TypeError(r"HTML must be str") self.content = html - def to_html(self, **kwargs) -> str: + def to_html(self, **kwargs: bool) -> str: return self.content @@ -115,17 +134,17 @@ class Markdown(Content): _dependencies = {"bootstrap"} - def __init__(self, text): + def __init__(self, text: str) -> None: if not isinstance(text, str): raise TypeError(r"text must be str") self.content: str = text - def to_html(self, **kwargs) -> str: - html = md.markdown(self.content) + def to_html(self, **kwargs: bool) -> str: + html = md.markdown(self.content, extensions=["extra", "smarty"]) html = f"{html}\n" - html = f"
\n{html}\n
" + html = f"
\n{html}\n
" return html @@ -134,6 +153,9 @@ class Image(Content): Can be read from a filepath, PIL.Image object, or from bytes. + Note: + Requires optional `Pillow` library. + Only one of `scale`, `set_width`, or `set_height` should be used. If more than one is populated, the values will be prioritised in the order: `set_width` -> `set_height` -> `scale` @@ -152,16 +174,18 @@ class Image(Content): def __init__( self, - image: Union[str, Path, PILImage, BytesIO], - caption: str = "", - alt_text: str = "Image", - scale: float = None, - set_width: int = None, - set_height: int = None, + image: Union[str, Path, "PILImage", BytesIO], + caption: Optional[str] = "", + alt_text: Optional[str] = "Image", + scale: Optional[float] = None, + set_width: Optional[int] = None, + set_height: Optional[int] = None, ): + if "PIL" not in _INSTALLED_MODULES: + raise ModuleNotFoundError("Install `Pillow` for image content support.") if not isinstance(image, (str, Path, PILImage, BytesIO)): - raise TypeError(r"image must be one of {str, Path, PIL.Image, BytesIO}") + raise TypeError(r"`image` must be one of {str, Path, PIL.Image, BytesIO}") self.content = image self.alt_text = alt_text @@ -170,7 +194,7 @@ def __init__( self._width = set_width self._height = set_height - def set_width(self, width) -> None: + def set_width(self, width: int) -> None: """Set width of image. Args: @@ -179,7 +203,7 @@ def set_width(self, width) -> None: """ self._width = width - def set_height(self, height) -> None: + def set_height(self, height: int) -> None: """Set height of image. Args: @@ -188,7 +212,7 @@ def set_height(self, height) -> None: """ self._height = height - def rescale(self, scale) -> None: + def rescale(self, scale: float) -> None: """Resize the image by a scaling factor prior to rendering. Note: @@ -200,7 +224,7 @@ def rescale(self, scale) -> None: """ self._scale = scale - def to_html(self, **kwargs) -> str: + def to_html(self, **kwargs: bool) -> str: if isinstance(self.content, PILImage): image = self.content else: @@ -211,15 +235,12 @@ def to_html(self, **kwargs) -> str: image_encoded = _image_to_base64(image) - width, height = image.size - max_scale_up = 1.2 - max_scale_down = 0.5 + width, _ = image.size html = ( - "
" - "" + "" ) @@ -259,21 +280,17 @@ def __init__( self.col_space = col_space self.css_classes = [ "table", - "table-xs", - "table-striped", "table-hover", - "table-bordered", - "my-1", ] - def to_html(self, **kwargs) -> str: - html = self.content.to_html( + def to_html(self, **kwargs: bool) -> str: + html: str = self.content.to_html( index=self.index, border=0, col_space=self.col_space, classes=self.css_classes, ) - html = f"
{html}
" + html = f"
{html}
" return html @@ -282,8 +299,6 @@ class FigureMpl(Content): Args: figure (plt.Figure): A Matplotlib figure. - width (int, str): Image width. (default = '100%') - height (int, str): Image height. (default = 'auto') output_format (str): 'svg' or 'png'. (default = None) pdf_figsize (tuple, float): Set figure size for PDF output. (default = None) Accepts a tuple of (height, width) or a float to use as scale factor. @@ -295,24 +310,20 @@ class FigureMpl(Content): def __init__( self, figure: "MplFigure", - width: Union[str, int] = "100%", - height: Union[str, int] = "auto", - output_format: str = None, - pdf_figsize: Union[Tuple[int, int], float] = None, - ): + output_format: Optional[str] = None, + pdf_figsize: Optional[Union[Tuple[int, int], float]] = None, + ) -> None: if not isinstance(figure, MplFigure): raise TypeError(r"figure must be a Matplotlib Figure") self.content: MplFigure = figure - self.width = _html_dim(width) - self.height = _html_dim(height) self.output_format = output_format or options.matplotlib.html_output_format self.pdf_figsize = pdf_figsize or options.matplotlib.pdf_figsize self._original_figsize = figure.get_size_inches() - def to_html(self, **kwargs): + def to_html(self, **kwargs: bool) -> str: if kwargs.get("notebook_mode"): output_format = options.matplotlib.notebook_format @@ -329,16 +340,20 @@ def to_html(self, **kwargs): if output_format == "svg": - buffer = StringIO() - self.content.savefig(buffer, format="svg") - buffer.seek(0) - xml = buffer.read() + string_buffer = StringIO() + self.content.savefig(string_buffer, format="svg") + string_buffer.seek(0) + xml = string_buffer.read() dpi = 96 - width, height = self.content.get_size_inches() * dpi + fig_width, fig_height = ( + int(val * dpi) for val in self.content.get_size_inches() + ) if kwargs.get("pdf_mode"): - xml = responsive_svg_mpl(xml, width=int(width), height=int(height)) + xml = responsive_svg_mpl( + xml, width=int(fig_width), height=int(fig_height) + ) temp_file = Path(options._pdf_temp_dir) / f"{uuid4()}.svg" temp_file.write_text(xml) inner = ( @@ -349,14 +364,9 @@ def to_html(self, **kwargs): xml = responsive_svg_mpl(xml) inner = xml - max_scale_up = 1 - max_scale_down = 0.5 html = ( - "
\n" - f"
" - f"{inner}\n
\n
\n" + f"
" + f"{inner}\n
\n" ) # Reset figsize in case it was changed @@ -365,10 +375,10 @@ def to_html(self, **kwargs): return html # If not svg: - buffer = BytesIO() - self.content.savefig(buffer, format="png") - buffer.seek(0) - return Image(buffer).to_html() + bytes_buffer = BytesIO() + self.content.savefig(bytes_buffer, format="png") + bytes_buffer.seek(0) + return Image(bytes_buffer).to_html() class FigureBokeh(Content): @@ -376,8 +386,6 @@ class FigureBokeh(Content): Args: figure (bokeh.layouts.LayoutDOM): A Bokeh object. - width (int, str): Figure width. (default = figure.width or '100%') - height (int, str): Figure height. (default = figure.height or 'auto') layout_attributes (dict): Attributes set on `figure`. (default = None) """ @@ -387,24 +395,15 @@ class FigureBokeh(Content): def __init__( self, figure: "BokehObject", - width: Union[int, str] = None, - height: Union[int, str] = None, - layout_attributes: dict = None, + layout_attributes: Optional[Dict[Any, Any]] = None, ): if not issubclass(type(figure), BokehObject): raise TypeError(r"figure must be a Bokeh object") self.content: BokehObject = figure - - fig_width = figure.properties_with_values().get("width") - fig_height = figure.properties_with_values().get("height") - - self.width = _html_dim(width or fig_width or "100%") - self.height = _html_dim(height or fig_height or "auto") - self.layout_attributes = layout_attributes or options.bokeh.layout_attributes - def to_html(self, **kwargs) -> str: + def to_html(self, **kwargs: bool) -> str: if self.layout_attributes: for key, value in self.layout_attributes.items(): @@ -424,9 +423,11 @@ def to_html(self, **kwargs) -> str: # Remove outer
tag so we can give our own attributes html = _remove_outer_div(html) + fig_width = self.content.properties_with_values().get("width", 1000) + return ( - "
" + "
" f"\n{html}\n{js}\n
" ) @@ -436,8 +437,6 @@ class FigurePlotly(Content): Args: figure (plotly.graph_objs._figure.Figure): A Plotly figure. - width (int): Figure width. (default = '100%') - height (int): Figure height. (default = 500) layout_args (dict): Args passed to `figure.update_layout()`. (default = None) """ @@ -447,40 +446,38 @@ class FigurePlotly(Content): def __init__( self, figure: "PlotlyFigure", - width: int = None, - height: int = None, - layout_args: dict = None, + layout_args: Optional[Dict[Any, Any]] = None, ): if not isinstance(figure, PlotlyFigure): raise TypeError(r"figure must be a Plotly Figure") - self.width = _html_dim(width or int(figure.layout["width"] or 0) or "100%") # type: ignore - self.height = _html_dim(height or int(figure.layout["height"] or 0) or 500) # type: ignore self.layout_args = layout_args or options.plotly.layout_args self.content: PlotlyFigure = figure self._original_layout = figure.layout - def to_html(self, **kwargs) -> str: + def to_html(self, **kwargs: bool) -> str: if self.layout_args: self.content.update_layout(**self.layout_args) + # Default width is 700, default height is 450 + fig_width: int = getattr(self.content, "width", 700) + if kwargs.get("pdf_mode"): temp_file = Path(options._pdf_temp_dir) / f"{uuid4()}.svg" self.content.write_image(str(temp_file)) - html = f"\n" + inner = f"" else: - html = plotly_to_html(self.content, include_plotlyjs=False, full_html=False) - - # Remove outer
tag so we can give our own attributes. - html = _remove_outer_div(html) - html = ( - "
{html}\n
" + inner = plotly_to_html( + self.content, include_plotlyjs=False, full_html=False ) + # Remove outer
tag so we can give our own attributes. + inner = _remove_outer_div(inner) + + html = f"
{inner}\n
" # Reset layout in case it was changed self.content.update_layout(self._original_layout) @@ -495,7 +492,7 @@ def _remove_outer_div(html: str) -> str: return html -def _image_to_base64(image: PILImage) -> str: +def _image_to_base64(image: "PILImage") -> str: """ Convert an image from PIL to base64 representation. @@ -513,8 +510,11 @@ def _image_to_base64(image: PILImage) -> str: def _rescale_image( - image: PILImage, width: int = None, height: int = None, scale: float = None -) -> PILImage: + image: "PILImage", + width: Optional[int] = None, + height: Optional[int] = None, + scale: Optional[float] = None, +) -> "PILImage": """Rescale image by width in px, height in px, or ratio.""" image = image.copy() new_size = _rescale_dims(image.size, width, height, scale) @@ -523,7 +523,10 @@ def _rescale_image( def _rescale_dims( - size: Tuple[int, int], width: int = None, height: int = None, scale: float = None + size: Tuple[int, int], + width: Optional[int] = None, + height: Optional[int] = None, + scale: Optional[float] = None, ) -> Tuple[int, int]: """Rescale dimensions by width in px, height in px, or ratio.""" if width: @@ -540,12 +543,3 @@ def _rescale_dims( new_size = (int(size[0] * ratio), int(size[1] * ratio)) return new_size - - -def _html_dim(size: Union[int, str]) -> str: - if isinstance(size, int): - return f"{size}px" - elif isinstance(size, str): - return size - else: - raise TypeError(type(size)) diff --git a/esparto/_contentdeps.py b/esparto/_contentdeps.py index 9a9ee39..c4a04ff 100644 --- a/esparto/_contentdeps.py +++ b/esparto/_contentdeps.py @@ -1,6 +1,5 @@ """Content dependency management.""" -from collections import UserDict from dataclasses import dataclass, field from pathlib import Path from typing import List, Optional, Set @@ -23,8 +22,8 @@ class ResolvedDeps: tail: List[str] = field(default_factory=list) -class ContentDependencyDict(UserDict): - def __add__(self, item: ContentDependency): +class ContentDependencyDict(dict): # type: ignore + def __add__(self, item: ContentDependency) -> "ContentDependencyDict": super().__setitem__(item.name, item) return self @@ -70,7 +69,7 @@ def resolve_deps(required_deps: Set[str], source: Optional[str]) -> ResolvedDeps resolved_deps = ResolvedDeps() if source not in {"cdn", "inline"}: - raise ValueError("Dependency source must be 'cdn' or 'inline'") + raise ValueError("Dependency source must be one of {'cdn', 'inline'}") source = options.dependency_source diff --git a/esparto/_layout.py b/esparto/_layout.py index 46b3dfd..3af1294 100644 --- a/esparto/_layout.py +++ b/esparto/_layout.py @@ -1,12 +1,27 @@ -"""Layout classes for defining page apperance and structure.""" +"""Layout classes for defining page appearance and structure.""" import copy from abc import ABC from collections import namedtuple from pprint import pformat -from typing import TYPE_CHECKING, Any, Dict, Iterable, List, Optional, Set, Type, Union +from typing import ( + TYPE_CHECKING, + Any, + Dict, + Iterator, + List, + Optional, + Set, + Type, + TypeVar, + Union, +) + +import bs4 # type: ignore +from esparto._options import OptionsContext, OutputOptions, options from esparto._publish import nb_display, publish_html, publish_pdf +from esparto._typing import Child from esparto._utils import ( clean_attr_name, clean_iterator, @@ -15,7 +30,9 @@ ) if TYPE_CHECKING: - from esparto._content import Content, Markdown + from esparto._content import Markdown + +T = TypeVar("T", bound="Layout") class Layout(ABC): @@ -41,13 +58,11 @@ class Layout(ABC): def __init__( self, title: Optional[str] = None, - children: Union[ - List[Union["Layout", "Content", Any]], "Layout", "Content" - ] = None, - title_classes: List[str] = None, - title_styles: Dict[str, Any] = None, - body_classes: List[str] = None, - body_styles: Dict[str, Any] = None, + children: Union[List[Child], Child] = None, + title_classes: Optional[List[str]] = None, + title_styles: Optional[Dict[str, Any]] = None, + body_classes: Optional[List[str]] = None, + body_styles: Optional[Dict[str, Any]] = None, ): self.title = title children = children or [] @@ -66,32 +81,27 @@ def __init__( self.body_classes += body_classes self.body_styles.update(body_styles) - def __post_init__(self): + def __post_init__(self) -> None: raise NotImplementedError - def __iter__(self): + def __iter__(self) -> Iterator["Layout"]: return iter([self]) - def __repr__(self): + def __repr__(self) -> str: return self._tree() - def _repr_html_(self): + def _repr_html_(self) -> None: self.display() - def __str__(self): + def __str__(self) -> str: return self._tree() - def __add__(self, other: Union["Layout", "Content", Any]): - - if isinstance(other, (type(self), Spacer)): - return self._parent_class(children=[self, other]) - + def __add__(self: T, other: Child) -> T: new = copy.copy(self) new.children = self.children + [*self._smart_wrap(other)] - return new - def __eq__(self, other): + def __eq__(self, other: Any) -> bool: if isinstance(other, self.__class__): return ( self.title == other.title @@ -100,7 +110,7 @@ def __eq__(self, other): ) return False - def __ne__(self, other): + def __ne__(self, other: Any) -> bool: return not self.__eq__(other) def __getattribute__(self, key: str) -> Any: @@ -123,7 +133,7 @@ def __delattr__(self, key: str) -> None: else: super().__delattr__(key) - def __getitem__(self, key: Union[str, int]): + def __getitem__(self, key: Union[str, int]) -> Any: if isinstance(key, str): indexes = get_matching_titles(key, self.children) if len(indexes) and key: @@ -143,7 +153,7 @@ def __getitem__(self, key: Union[str, int]): raise KeyError(key) - def __setitem__(self, key: Union[str, int], value: Any): + def __setitem__(self, key: Union[str, int], value: Any) -> None: value = copy.copy(value) title = ( getattr(value, "title", None) if issubclass(type(value), Layout) else None @@ -176,7 +186,7 @@ def __setitem__(self, key: Union[str, int], value: Any): raise KeyError(key) - def __delitem__(self, key) -> None: + def __delitem__(self, key: Union[int, str]) -> None: if isinstance(key, str): indexes = get_matching_titles(key, self.children) if len(indexes): @@ -185,20 +195,21 @@ def __delitem__(self, key) -> None: return None elif isinstance(key, int) and key < len(self.children): child_title = getattr(self.children[key], "title", None) - self._remove_child_id(child_title) + if child_title: + self._remove_child_id(child_title) del self.children[key] return None raise KeyError(key) - def __lshift__(self, other: Union["Layout", "Content", Any]): + def __lshift__(self, other: Child) -> Child: self.set_children(other) return other - def __rshift__(self, other: Union["Layout", "Content", Any]): + def __rshift__(self, other: Child) -> "Layout": self.set_children(other) return self - def __copy__(self): + def __copy__(self) -> "Layout": attributes = vars(self) new = self.__class__() new.__dict__.update(attributes) @@ -206,7 +217,7 @@ def __copy__(self): return new title: Optional[str] - children: List[Any] = [] + children: List[Child] = [] title_html_tag: str title_classes: List[str] @@ -217,11 +228,17 @@ def __copy__(self): body_styles: Dict[str, Any] @property - def _default_id(self): + def _default_id(self) -> str: return f"es-{type(self).__name__}".lower() - _parent_class: Type["Layout"] - _child_class: Type["Layout"] + @property + def _parent_class(self) -> Type["Layout"]: + raise NotImplementedError + + @property + def _child_class(self) -> Type["Layout"]: + raise NotImplementedError + _dependencies = {"bootstrap"} @property @@ -230,8 +247,9 @@ def _child_ids(self) -> Dict[str, str]: try: super().__getattribute__("__child_ids") except AttributeError: - super().__setattr__("__child_ids", dict()) - return super().__getattribute__("__child_ids") + super().__setattr__("__child_ids", {}) + child_ids: Dict[str, str] = super().__getattribute__("__child_ids") + return child_ids # ------------------------------------------------------------------------+ # Public Methods | @@ -241,15 +259,15 @@ def display(self) -> None: """Render content in a Notebook environment.""" nb_display(self) - def get_identifier(self): + def get_identifier(self) -> str: """Get the HTML element ID for the current object.""" return clean_attr_name(str(self.title)) if self.title else self._default_id - def get_title_identifier(self): + def get_title_identifier(self) -> str: """Get the HTML element ID for the current object title.""" return f"{self.get_identifier()}-title" - def set_children(self, other: Union["Layout", "Content", Any]): + def set_children(self, other: Union[List[Child], Child]) -> None: """Set children as `other`.""" other = copy.copy(other) self.children = [*self._smart_wrap(other)] @@ -258,11 +276,11 @@ def set_children(self, other: Union["Layout", "Content", Any]): if title: self._add_child_id(title) - def to_html(self, **kwargs) -> str: - """Render object as HTML code. + def to_html(self, **kwargs: bool) -> str: + """Render object as HTML string. Returns: - html (str): HTML code. + html (str): HTML string. """ children_rendered = " ".join([c.to_html(**kwargs) for c in self.children]) @@ -284,6 +302,7 @@ def to_html(self, **kwargs) -> str: f"{title_rendered}\n{children_rendered}\n", self.get_identifier(), ) + html = bs4.BeautifulSoup(html, "html.parser").prettify() return html def tree(self) -> None: @@ -294,21 +313,19 @@ def tree(self) -> None: # Private Methods | # ------------------------------------------------------------------------+ - def _add_child_id(self, key): + def _add_child_id(self, key: str) -> None: attr_name = clean_attr_name(key) if attr_name: self._child_ids[attr_name] = key super().__setattr__(attr_name, self[key]) - def _remove_child_id(self, key): + def _remove_child_id(self, key: str) -> None: attr_name = clean_attr_name(key) if attr_name in self._child_ids: del self._child_ids[attr_name] super().__delattr__(attr_name) - def _smart_wrap( - self, child_list: Iterable[Any] - ) -> Iterable[Union["Layout", "Content", dict]]: + def _smart_wrap(self, child_list: Union[List[Child], Child]) -> List[Child]: """Wrap children in a coherent class hierarchy. Args: @@ -351,8 +368,8 @@ def _smart_wrap( return [content_adaptor(x) for x in child_list] is_row = isinstance(self, Row) - unwrapped_acc: list = [] - output = [] + unwrapped_acc: List[Child] = [] + output: List[Child] = [] for child in child_list: is_wrapped = isinstance(child, self._child_class) @@ -381,7 +398,7 @@ def _smart_wrap( return output - def _recurse_children(self, idx) -> dict: + def _recurse_children(self, idx: int) -> Dict[str, Any]: key = self.title or f"{type(self).__name__} {idx}" tree = { f"{key}": [ @@ -396,7 +413,7 @@ def _recurse_children(self, idx) -> dict: def _required_dependencies(self) -> Set[str]: deps: Set[str] = self._dependencies - def dep_finder(parent): + def dep_finder(parent: Any) -> None: nonlocal deps for child in parent.children: deps = deps | set(getattr(child, "_dependencies", {})) @@ -409,7 +426,7 @@ def dep_finder(parent): def _tree(self) -> str: return pformat(self._recurse_children(idx=0)) - def _ipython_key_completions_(self): # pragma: no cover + def _ipython_key_completions_(self) -> List[str]: # pragma: no cover return [ getattr(child, "title") for child in self.children @@ -425,6 +442,8 @@ class Page(Layout): navbrand (str): Brand name. Displayed in the page navbar if provided. table_of_contents (bool, int): Add a Table of Contents to the top of page. Passing an `int` will define the maximum depth. + max_width (int): Maximum page width expressed in pixels. + output_options (es.OutputOptions): Page specific rendering and output options. children (list): Child items defining layout and content. title_classes (list): Additional CSS classes to apply to title. title_styles (dict): Additional CSS styles to apply to title. @@ -438,30 +457,33 @@ def __init__( title: Optional[str] = None, navbrand: Optional[str] = "", table_of_contents: Union[bool, int] = False, - children: Union[ - List[Union["Layout", "Content", Any]], "Layout", "Content" - ] = None, - title_classes: List[str] = None, - title_styles: Dict[str, Any] = None, - body_classes: List[str] = None, - body_styles: Dict[str, Any] = None, + max_width: int = 800, + output_options: Optional[OutputOptions] = None, + children: Union[List[Child], Child] = None, + title_classes: Optional[List[str]] = None, + title_styles: Optional[Dict[str, Any]] = None, + body_classes: Optional[List[str]] = None, + body_styles: Optional[Dict[str, Any]] = None, ): super().__init__( title, children, title_classes, title_styles, body_classes, body_styles ) self.navbrand = navbrand self.table_of_contents = table_of_contents + self.max_width = max_width + self.output_options = output_options or options def save( self, filepath: str = "./esparto-doc.html", return_html: bool = False, - dependency_source: str = None, + dependency_source: Optional[str] = None, ) -> Optional[str]: """ Save page to HTML file. - Note: Alias for `self.save_html()`. + Note: + Alias for `self.save_html()`. Args: filepath (str): Destination filepath. @@ -486,7 +508,7 @@ def save_html( self, filepath: str = "./esparto-doc.html", return_html: bool = False, - dependency_source: str = None, + dependency_source: Optional[str] = None, ) -> Optional[str]: """ Save page to HTML file. @@ -517,7 +539,8 @@ def save_pdf( """ Save page to PDF file. - Note: Requires optional module `weasyprint`. + Note: + Requires `weasyprint` library. Args: filepath (str): Destination filepath. @@ -533,41 +556,45 @@ def save_pdf( return html return None - def to_html(self, **kwargs): - if self.table_of_contents: - # Create a copy of the page and dynamically generate the TOC. - # Copy is required so that TOC is not added multiple times and - # always reflects the current content. - max_depth = ( - None if self.table_of_contents is True else self.table_of_contents - ) - page_copy = copy.copy(self) - toc = table_of_contents(page_copy, max_depth=max_depth) - page_copy.children.insert( - 0, - page_copy._child_class( - title="Contents", children=[toc], title_classes=["h4"] - ), - ) - page_copy.table_of_contents = False - return page_copy.to_html(**kwargs) - return super().to_html(**kwargs) + def to_html(self, **kwargs: bool) -> str: + with OptionsContext(self.output_options): + if self.table_of_contents: + # Create a copy of the page and dynamically generate the TOC. + # Copy is required so that TOC is not added multiple times and + # always reflects the current content. + max_depth = ( + None if self.table_of_contents is True else self.table_of_contents + ) + page_copy = copy.copy(self) + toc = table_of_contents(page_copy, max_depth=max_depth) + page_copy.children.insert( + 0, + page_copy._child_class( + title="Contents", children=[toc], title_classes=["h4"] + ), + ) + page_copy.table_of_contents = False + return page_copy.to_html(**kwargs) + + self.body_styles.update({"max-width": f"{self.max_width}px"}) + + return super().to_html(**kwargs) def __post_init__(self) -> None: self.title_html_tag = "h1" - self.title_classes = ["es-page-title", "display-4", "mb-4"] - self.title_styles = dict() + self.title_classes = ["es-page-title"] + self.title_styles = {} - self.body_html_tag = "main" - self.body_classes = ["es-page-body", "container", "px-2"] - self.body_styles = dict() + self.body_html_tag = "div" + self.body_classes = ["es-page-body"] + self.body_styles = {} @property - def _parent_class(self): + def _parent_class(self) -> Type["Layout"]: return Page @property - def _child_class(self): + def _child_class(self) -> Type["Layout"]: return Section @@ -586,17 +613,19 @@ class Section(Layout): def __post_init__(self) -> None: self.title_html_tag = "h3" - self.title_classes = ["mb-3", "es-section-title"] - self.title_styles = dict() + self.title_classes = ["es-section-title"] + self.title_styles = {} self.body_html_tag = "div" - self.body_classes = ["px-1", "mb-3", "es-section-body"] - self.body_styles = {"align-items": "flex-start"} + self.body_classes = ["es-section-body"] + self.body_styles = {} - _parent_class = Page + @property + def _parent_class(self) -> Type["Layout"]: + return Page @property - def _child_class(self): + def _child_class(self) -> Type["Layout"]: return Row @@ -617,14 +646,12 @@ class CardSection(Section): def __init__( self, title: Optional[str] = None, - children: Union[ - List[Union["Layout", "Content", Any]], "Layout", "Content" - ] = None, + children: Union[List[Child], Child, None] = None, cards_equal: bool = False, - title_classes: List[str] = None, - title_styles: Dict[str, Any] = None, - body_classes: List[str] = None, - body_styles: Dict[str, Any] = None, + title_classes: Optional[List[str]] = None, + title_styles: Optional[Dict[str, Any]] = None, + body_classes: Optional[List[str]] = None, + body_styles: Optional[Dict[str, Any]] = None, ): super().__init__( title=title, @@ -638,7 +665,7 @@ def __init__( self.cards_equal = cards_equal @property - def _child_class(self): + def _child_class(self) -> Type["Layout"]: # Attribute missing if class is not instantiated if hasattr(self, "cards_equal") and self.cards_equal: return CardRowEqual @@ -659,20 +686,28 @@ class Row(Layout): """ def __post_init__(self) -> None: - self.title_html_tag = "div" - self.title_classes = ["col-12", "mt-2", "mb-3", "px-3", "h5", "es-row-title"] - self.title_styles = dict() + self.title_html_tag = "h5" + self.title_classes = ["col-12", "es-row-title"] + self.title_styles = {} self.body_html_tag = "div" - self.body_classes = ["row", "px-1", "es-row-body"] - self.body_styles = {"align-items": "flex-start"} + self.body_classes = ["row", "es-row-body"] + self.body_styles = {} - _parent_class = Section + @property + def _parent_class(self) -> Type["Layout"]: + return Section @property - def _child_class(self): + def _child_class(self) -> Type["Layout"]: return Column + def __setitem__(self, key: Union[str, int], value: Any) -> None: + if isinstance(value, dict): + title, content = list(value.items())[0] + value = self._child_class(title=title, children=[content]) + super().__setitem__(key, value) + class Column(Layout): """Layout class that defines a Column. @@ -691,14 +726,12 @@ class Column(Layout): def __init__( self, title: Optional[str] = None, - children: Union[ - List[Union["Layout", "Content", Any]], "Layout", "Content" - ] = None, - col_width: int = None, - title_classes: List[str] = None, - title_styles: Dict[str, Any] = None, - body_classes: List[str] = None, - body_styles: Dict[str, Any] = None, + children: Union[List[Child], Child] = None, + col_width: Optional[int] = None, + title_classes: Optional[List[str]] = None, + title_styles: Optional[Dict[str, Any]] = None, + body_classes: Optional[List[str]] = None, + body_styles: Optional[Dict[str, Any]] = None, ): self.title = title children = children or [] @@ -720,18 +753,20 @@ def __init__( def __post_init__(self) -> None: self.title_html_tag = "h5" - self.title_classes = ["mt-2", "mb-3", "px-1", "es-column-title"] - self.title_styles = dict() + self.title_classes = ["es-column-title"] + self.title_styles = {} col_class = f"col-lg-{self.col_width}" if self.col_width else "col-lg" self.body_html_tag = "div" - self.body_classes = [col_class, "mx-2", "mb-3", "es-column-body"] - self.body_styles = dict() + self.body_classes = [col_class, "es-column-body"] + self.body_styles = {} - _parent_class = Row + @property + def _parent_class(self) -> Type["Layout"]: + return Row @property - def _child_class(self): + def _child_class(self) -> Type["Layout"]: raise NotImplementedError @@ -749,7 +784,7 @@ class CardRow(Row): """ @property - def _child_class(self): + def _child_class(self) -> Type["Layout"]: return Card @@ -791,14 +826,12 @@ class Card(Column): def __init__( self, title: Optional[str] = None, - children: Union[ - List[Union["Layout", "Content", Any]], "Layout", "Content" - ] = None, + children: Union[List[Child], Child] = None, col_width: int = 6, - title_classes: List[str] = None, - title_styles: Dict[str, Any] = None, - body_classes: List[str] = None, - body_styles: Dict[str, Any] = None, + title_classes: Optional[List[str]] = None, + title_styles: Optional[Dict[str, Any]] = None, + body_classes: Optional[List[str]] = None, + body_styles: Optional[Dict[str, Any]] = None, ): super().__init__( title=title, @@ -813,24 +846,19 @@ def __init__( def __post_init__(self) -> None: self.title_html_tag = "h5" self.title_classes = ["card-title", "es-card-title"] - self.title_styles = dict() + self.title_styles = {} self.body_html_tag = "div" col_class = f"col-lg-{self.col_width}" if self.col_width else "col-lg" - self.body_classes = [ - col_class, - "mb-3", - "p-0", - "es-card", - ] + self.body_classes = [col_class, "es-card"] self.body_styles = {} - def to_html(self, **kwargs) -> str: - """Render content to HTML code. + def to_html(self, **kwargs: bool) -> str: + """Render content to HTML string. Returns: - html (str): HTML code. + html (str): HTML string. """ children_rendered = " ".join([c.to_html(**kwargs) for c in self.children]) @@ -845,8 +873,8 @@ def to_html(self, **kwargs) -> str: if self.title else "" ) - card_body_classes = ["mx-2", "border", "rounded", "card-body", "es-card-body"] - card_body_styles = {"min-height": "100%"} + card_body_classes = ["es-card-body"] + card_body_styles: Dict[str, str] = {} html_body = render_html( "div", card_body_classes, @@ -877,15 +905,15 @@ class PageBreak(Section): def __post_init__(self) -> None: self.title_html_tag = "" self.title_classes = [] - self.title_styles = dict() + self.title_styles = {} self.body_html_tag = "div" self.body_classes = [] - self.body_styles = {"page-break-after": "always"} + self.body_styles = {} def table_of_contents( - object: Layout, max_depth: int = None, numbered=True + object: Layout, max_depth: Optional[int] = None, numbered: bool = True ) -> "Markdown": """Produce table of contents for a Layout object. @@ -900,14 +928,12 @@ def table_of_contents( max_depth = max_depth or 99 - def get_toc_items(parent): - result_tup = namedtuple("TOCItem", "title, level, id") + TOCItem = namedtuple("TOCItem", "title, level, id") - def find_ids(parent, level, acc): + def get_toc_items(parent: Layout) -> List[TOCItem]: + def find_ids(parent: Any, level: int, acc: List[TOCItem]) -> List[TOCItem]: if hasattr(parent, "get_title_identifier") and parent.title: - acc.append( - result_tup(parent.title, level, parent.get_title_identifier()) - ) + acc.append(TOCItem(parent.title, level, parent.get_title_identifier())) level += 1 if hasattr(parent, "children"): for child in parent.children: diff --git a/esparto/_options.py b/esparto/_options.py index b576c47..1fc2ba2 100644 --- a/esparto/_options.py +++ b/esparto/_options.py @@ -1,10 +1,13 @@ """Esparto configuration options.""" +import collections.abc import copy import pprint +import traceback from dataclasses import dataclass, field from pathlib import Path -from typing import Any, Dict, Optional, Tuple, Union +from types import TracebackType +from typing import Any, Dict, Mapping, Optional, Tuple, Type, Union import yaml # type: ignore @@ -15,7 +18,7 @@ class ConfigMixin(object): _options_source: str - def _to_dict(self) -> dict: + def _to_dict(self) -> Dict[str, Any]: return public_dict(self.__dict__) def __repr__(self) -> str: @@ -38,7 +41,7 @@ class MatplotlibOptions(ConfigMixin): html_output_format (str): How plots are rendered in HTML: 'png' or 'svg'. notebook_format (str): - How plots are rendedered in Jupyter Notebooks: 'png' or 'svg'. + How plots are rendered in Jupyter Notebooks: 'png' or 'svg'. pdf_figsize (tuple or int): Specify size of Matplotlib figures in PDF output. An integer tuple can be passed as: (height, width). @@ -48,7 +51,7 @@ class MatplotlibOptions(ConfigMixin): html_output_format: str = "svg" notebook_format: str = "svg" - pdf_figsize: Optional[Union[Tuple[int, int], float]] = 0.7 + pdf_figsize: Optional[Union[Tuple[int, int], float]] = 1.0 @dataclass(repr=False) @@ -57,17 +60,11 @@ class PlotlyOptions(ConfigMixin): Attributes: layout_args (dict): - Arguments passed to figure.update_layout() at rendering time. + Arguments passed to `figure.update_layout()` at rendering time. """ - layout_args: Dict[str, Any] = field( - default_factory=lambda: { - "paper_bgcolor": "rgba(0,0,0,0)", - "plot_bgcolor": "rgba(0,0,0,0)", - "modebar": {"bgcolor": "white"}, - } - ) + layout_args: Dict[str, Any] = field(default_factory=lambda: {}) @dataclass(repr=False) @@ -86,18 +83,18 @@ class BokehOptions(ConfigMixin): @dataclass(repr=False) -class ConfigOptions(ConfigMixin): - """Options for configuring esparto behaviour and output. +class OutputOptions(ConfigMixin): + """Options for configuring page rendering and output. Config options will automatically be loaded if a yaml file is found at - either './esparto-config.yaml' or '~/esparto-data/esparto-config.yaml'. + either `./esparto-config.yaml` or `~/esparto-data/esparto-config.yaml`. Attributes: dependency_source (str): How dependencies should be provisioned: 'cdn' or 'inline'. bootstrap_cdn (str): Link to Bootstrap CDN. Used if dependency source is 'cdn'. - Alternative links are available via esparto.bootstrap_cdn_themes. + Alternative links are available from `esparto.bootstrap_cdn_themes`. bootstrap_css (str): Path to Bootstrap CSS file. Used if dependency source is 'inline'. esparto_css (str): @@ -113,8 +110,10 @@ class ConfigOptions(ConfigMixin): dependency_source: str = "cdn" bootstrap_cdn: str = ( - '' + "" ) bootstrap_css: str = str(_MODULE_PATH / "resources/css/bootstrap.min.css") esparto_css: str = str(_MODULE_PATH / "resources/css/esparto.css") @@ -143,7 +142,7 @@ def load(self, path: Union[str, Path]) -> None: self = yaml.unsafe_load(yaml_str) self._options_source = str(path) - def _autoload(self): + def _autoload(self) -> None: config_paths = [ Path("./esparto-config.yaml"), Path.home() / "esparto-data/esparto-config.yaml", @@ -156,10 +155,40 @@ def _autoload(self): break -options = ConfigOptions() +options = OutputOptions() + + +def update_recursive( + source_dict: Dict[Any, Any], update_map: Mapping[Any, Any] +) -> Dict[Any, Any]: + """Recursively update nested dictionaries. + https://stackoverflow.com/a/3233356/8065696 + """ + for k, v in update_map.items(): + if isinstance(v, collections.abc.Mapping): + source_dict[k] = update_recursive(source_dict.get(k, {}), v) + else: + source_dict[k] = v + return source_dict + + +class OptionsContext: + def __init__(self, page_options: OutputOptions): + self.page_options = page_options + self.default_options = copy.copy(options) + + def __enter__(self) -> None: + update_recursive(options.__dict__, self.page_options.__dict__) + + def __exit__( + self, exc_type: Type[BaseException], exc_value: BaseException, tb: TracebackType + ) -> None: + if exc_type is not None: # pragma: no cover + traceback.print_exception(exc_type, exc_value, tb) + update_recursive(options.__dict__, self.default_options.__dict__) -def resolve_config_option(config_option: str, value: Optional[str]): +def resolve_config_option(config_option: str, value: Optional[str]) -> Any: if value is None: return getattr(options, config_option) else: diff --git a/esparto/_publish.py b/esparto/_publish.py index e14dc4d..a2a553f 100644 --- a/esparto/_publish.py +++ b/esparto/_publish.py @@ -4,7 +4,8 @@ from pathlib import Path from typing import TYPE_CHECKING, Optional, Union -from jinja2 import Template # type: ignore +from bs4 import BeautifulSoup, Tag # type: ignore +from jinja2 import Template if TYPE_CHECKING: from esparto._layout import Page, Layout @@ -19,10 +20,10 @@ def publish_html( page: "Page", filepath: Optional[str] = "./esparto-doc.html", return_html: bool = False, - dependency_source: str = None, - esparto_css: str = None, - jinja_template: str = None, - **kwargs, + dependency_source: Optional[str] = None, + esparto_css: Optional[str] = None, + jinja_template: Optional[str] = None, + **kwargs: bool, ) -> Optional[str]: """Save page to HTML. @@ -45,26 +46,27 @@ def publish_html( resolved_deps = resolve_deps(required_deps, source=dependency_source) esparto_css = Path(resolve_config_option("esparto_css", esparto_css)).read_text() - jinja_template_loaded = Template( + + page_html = page.to_html(**kwargs) + jinja_template_object = Template( Path(resolve_config_option("jinja_template", jinja_template)).read_text() ) - - html_rendered: str = jinja_template_loaded.render( + html_rendered: str = jinja_template_object.render( navbrand=page.navbrand, doc_title=page.title, esparto_css=esparto_css, - content=page.to_html(**kwargs), + content=page_html, head_deps=resolved_deps.head, tail_deps=resolved_deps.tail, ) - html_prettified = _prettify_html(html_rendered) + html_rendered = _prettify_html(html_rendered) + html_rendered = _relocate_scripts(html_rendered) if filepath: - with open(filepath, "w") as f: - f.write(html_prettified) + Path(filepath).write_text(html_rendered) if return_html: - return html_prettified + return html_rendered return None @@ -84,7 +86,7 @@ def publish_pdf( """ if "weasyprint" not in _INSTALLED_MODULES: raise ModuleNotFoundError("Install weasyprint for PDF support") - import weasyprint as weasy # type: ignore + import weasyprint as wp # type: ignore temp_dir = Path(options._pdf_temp_dir) temp_dir.mkdir(parents=True, exist_ok=True) @@ -96,7 +98,7 @@ def publish_pdf( dependency_source="inline", pdf_mode=True, ) - pdf_doc = weasy.HTML(string=html_rendered, base_url=options._pdf_temp_dir).render() + pdf_doc = wp.HTML(string=html_rendered, base_url=options._pdf_temp_dir).render() pdf_doc.metadata.title = page.title pdf_doc.write_pdf(filepath) @@ -114,7 +116,7 @@ def publish_pdf( def nb_display( item: Union["Layout", "Content"], return_html: bool = False, - dependency_source: str = None, + dependency_source: Optional[str] = None, ) -> Optional[str]: """Display Layout or Content to Jupyter Notebook cell. @@ -142,17 +144,18 @@ def nb_display( head_deps = "\n".join(resolved_deps.head) tail_deps = "\n".join(resolved_deps.tail) html = item.to_html(notebook_mode=True) - render_html = ( + html_rendered = ( f"
\n{html}\n
\n" ) - render_html += f"\n" + html_rendered += f"\n" - render_html = ( + html_rendered = ( f"\n\n{head_deps}\n" - f"\n{render_html}\n{tail_deps}\n\n\n" + f"\n{html_rendered}\n{tail_deps}\n\n\n" ) - + html_rendered = _relocate_scripts(html_rendered) print() + # This allows time to download plotly.js from the CDN - otherwise cell can render empty if "plotly" in required_deps and dependency_source == "cdn": display(HTML(f"\n{head_deps}\n\n"), metadata=dict(isolated=True)) @@ -164,20 +167,32 @@ def nb_display( else: extra_css = "" - display(HTML(extra_css + render_html), metadata=dict(isolated=True)) + display(HTML(extra_css + html_rendered), metadata=dict(isolated=True)) print() if return_html: - return render_html + return html_rendered return None def _prettify_html(html: Optional[str]) -> str: """Prettify HTML.""" - if "bs4" in _INSTALLED_MODULES: - from bs4 import BeautifulSoup # type: ignore + html = html or "" + html = str(BeautifulSoup(html, features="html.parser").prettify()) + + return html + + +def _relocate_scripts(html: str) -> str: + """Move all JavaScript in page body to end of section.""" + soup = BeautifulSoup(html, "html.parser") + body = soup.find("body") + + if isinstance(body, Tag): + script_list = body.find_all("script") + for script in script_list: + body.insert(len(body), script) - html = html or "" - html = str(BeautifulSoup(html, features="html.parser").prettify()) + html = str(soup) - return html or "" + return html diff --git a/esparto/_typing.py b/esparto/_typing.py new file mode 100644 index 0000000..c05035b --- /dev/null +++ b/esparto/_typing.py @@ -0,0 +1,7 @@ +from typing import TYPE_CHECKING, Any, Union + +if TYPE_CHECKING: + from esparto._content import Content + from esparto._layout import Layout + +Child = Union["Layout", "Content", Any] diff --git a/esparto/_utils.py b/esparto/_utils.py index 95f3008..f41af66 100644 --- a/esparto/_utils.py +++ b/esparto/_utils.py @@ -1,15 +1,20 @@ import re -from typing import Callable, Dict, Iterable, List +from typing import TYPE_CHECKING, Any, Callable, Dict, Iterable, List, Optional +if TYPE_CHECKING: + from esparto._typing import Child -def get_index_where(condition: Callable[..., bool], iterable: Iterable) -> List[int]: + +def get_index_where( + condition: Callable[..., bool], iterable: Iterable[Any] +) -> List[int]: """Return index values where `condition` is `True`.""" return [idx for idx, item in enumerate(iterable) if condition(item)] -def get_matching_titles(title: str, children: list) -> List[int]: +def get_matching_titles(title: str, children: List["Child"]) -> List[int]: """Return child items with matching title.""" - return get_index_where(lambda x: getattr(x, "title", None) == title, children) + return get_index_where(lambda x: bool(getattr(x, "title", None) == title), children) def clean_attr_name(attr_name: str) -> str: @@ -29,18 +34,18 @@ def clean_attr_name(attr_name: str) -> str: return attr_name -def clean_iterator(iterator: Iterable) -> Iterable: +def clean_iterator(iterator: Iterable[Any]) -> Iterable[Any]: # Convert any non-list iterators to lists iterator = ( list(iterator) if isinstance(iterator, (list, tuple, set)) else [iterator] ) - # Unnest any nested lists of children + # Un-nest any nested lists of children if len(list(iterator)) == 1 and isinstance(list(iterator)[0], (list, tuple, set)): iterator = list(iterator)[0] return iterator -def public_dict(d: dict) -> dict: +def public_dict(d: Dict[str, Any]) -> Dict[str, Any]: """Remove keys starting with '_' from dict.""" return { k: v for k, v in d.items() if not (isinstance(k, str) and k.startswith("_")) @@ -52,8 +57,8 @@ def render_html( classes: List[str], styles: Dict[str, str], children: str, - identifier: str = None, -): + identifier: Optional[str] = None, +) -> str: """Render HTML from provided attributes.""" class_str = " ".join(classes) if classes else "" class_str = f"class='{class_str}'" if classes else "" @@ -69,7 +74,9 @@ def render_html( return rendered -def responsive_svg_mpl(source: str, width: int = None, height: int = None) -> str: +def responsive_svg_mpl( + source: str, width: Optional[int] = None, height: Optional[int] = None +) -> str: """Make SVG element responsive.""" regex_w = r"width=\S*" @@ -82,8 +89,8 @@ def responsive_svg_mpl(source: str, width: int = None, height: int = None) -> st source = re.sub(regex_h, height_, source, count=1) # Preserve aspect ratio of SVG - regexp = r"code{color:inherit}kbd{padding:.2rem .4rem;font-size:87.5%;color:#fff;background-color:#212529;border-radius:.2rem}kbd kbd{padding:0;font-size:100%;font-weight:700}pre{display:block;font-size:87.5%;color:#212529}pre code{font-size:inherit;color:inherit;word-break:normal}.pre-scrollable{max-height:340px;overflow-y:scroll}.container,.container-fluid,.container-lg,.container-md,.container-sm,.container-xl{width:100%;padding-right:15px;padding-left:15px;margin-right:auto;margin-left:auto}@media 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right:1.5rem!important;padding-left:1.5rem!important}.px-xxl-5{padding-right:3rem!important;padding-left:3rem!important}.py-xxl-0{padding-top:0!important;padding-bottom:0!important}.py-xxl-1{padding-top:.25rem!important;padding-bottom:.25rem!important}.py-xxl-2{padding-top:.5rem!important;padding-bottom:.5rem!important}.py-xxl-3{padding-top:1rem!important;padding-bottom:1rem!important}.py-xxl-4{padding-top:1.5rem!important;padding-bottom:1.5rem!important}.py-xxl-5{padding-top:3rem!important;padding-bottom:3rem!important}.pt-xxl-0{padding-top:0!important}.pt-xxl-1{padding-top:.25rem!important}.pt-xxl-2{padding-top:.5rem!important}.pt-xxl-3{padding-top:1rem!important}.pt-xxl-4{padding-top:1.5rem!important}.pt-xxl-5{padding-top:3rem!important}.pe-xxl-0{padding-right:0!important}.pe-xxl-1{padding-right:.25rem!important}.pe-xxl-2{padding-right:.5rem!important}.pe-xxl-3{padding-right:1rem!important}.pe-xxl-4{padding-right:1.5rem!important}.pe-xxl-5{padding-right:3rem!important}.pb-xxl-0{padding-bottom:0!important}.pb-xxl-1{padding-bottom:.25rem!important}.pb-xxl-2{padding-bottom:.5rem!important}.pb-xxl-3{padding-bottom:1rem!important}.pb-xxl-4{padding-bottom:1.5rem!important}.pb-xxl-5{padding-bottom:3rem!important}.ps-xxl-0{padding-left:0!important}.ps-xxl-1{padding-left:.25rem!important}.ps-xxl-2{padding-left:.5rem!important}.ps-xxl-3{padding-left:1rem!important}.ps-xxl-4{padding-left:1.5rem!important}.ps-xxl-5{padding-left:3rem!important}.text-xxl-start{text-align:left!important}.text-xxl-end{text-align:right!important}.text-xxl-center{text-align:center!important}}@media (min-width:1200px){.fs-1{font-size:2.5rem!important}.fs-2{font-size:2rem!important}.fs-3{font-size:1.75rem!important}.fs-4{font-size:1.5rem!important}}@media print{.d-print-inline{display:inline!important}.d-print-inline-block{display:inline-block!important}.d-print-block{display:block!important}.d-print-grid{display:grid!important}.d-print-table{display:table!important}.d-print-table-row{display:table-row!important}.d-print-table-cell{display:table-cell!important}.d-print-flex{display:flex!important}.d-print-inline-flex{display:inline-flex!important}.d-print-none{display:none!important}} /*# sourceMappingURL=bootstrap.min.css.map */ diff --git a/esparto/resources/css/esparto.css b/esparto/resources/css/esparto.css index 026f49f..dc53d11 100644 --- a/esparto/resources/css/esparto.css +++ b/esparto/resources/css/esparto.css @@ -1,69 +1,138 @@ -/* Print friendly page formatting */ -@page { - size: auto; - margin: 15mm 20mm; +h1, +h2, +h3, +h4, +h5, +h6, +p, +.es-page-title, +.es-section-title, +.es-row-title, +.es-column-title, +.es-card-title { + margin-top: 0.75em; + margin-bottom: 0; + padding-top: 0; + padding-bottom: 0.5em; } -@media print { - html, - body, - main { - border: 1px solid white; - width: 90%; - height: auto; - } - .row { - page-break-inside: avoid; - page-break-after: auto; - page-break-before: auto; - } - .es-column-body, .es-card { - flex: 1 !important; - } +.es-page-title { + font-size: 3.5em; + font-weight: 300; + margin-left: -0.1em; } +h1 { + font-size: 2em; +} -/* Extra Small tables */ -.table-xs td, th { - padding: 0 !important; - padding-left: .3rem !important; - padding-right: .3rem !important; +h2, +.es-section-title { + font-size: 1.5em; } -.table-xs th { - text-align: left; +h3, +.es-row-title, +.es-column-title, +.es-card-title { + font-size: 1.2em; } -.table-xs td { - text-align: right; +h4 { + font-size: 1em; } +h5 { + font-size: 1em; +} -/* Sticky footer styles */ -html { - position: relative; - min-height: 100%; +h6 { + font-size: 0.9em; } -body { - margin-bottom: 35px; +p { + margin-top: 0.25em; + margin-bottom: 0.25em; } -.footer { - position: absolute; - bottom: 0; +.es-figure { + text-align: center; + margin: 0; + padding: 0.5rem; + padding-bottom: 1rem; +} + +.es-matplotlib-figure, +.es-bokeh-figure, +.es-plotly-figure { + display: flex; + justify-content: center; width: 100%; - height: 40px; - line-height: 35px; - background-color: #f5f5f5; + height: auto; + margin: auto; + margin-bottom: 1rem; } -.footer p { - margin-bottom: 0; +.es-page-body { + margin: auto; + padding-left: 0.5rem; + padding-right: 0.5rem; +} + +.es-section-body { + margin-bottom: 1rem; + padding-left: 1px; + padding-right: 1px; + align-items: flex-start; } +.es-row-body { + align-items: flex-start; +} + +.es-column-body { + margin-right: 1rem; + margin-bottom: 1rem; +} + +.es-card { + margin-top: 0.5rem; + margin-bottom: 0.5rem; + padding-left: 0.5rem !important; + padding-right: 0.5rem !important; +} + +.es-card-title { + margin: 0; +} + +.es-card-body { + border: 1px solid #dee2e6; + border-radius: 0.25rem; + margin: 0; + padding: 1.25rem; + padding-left: 1.5rem; + padding-right: 1.5rem; + min-height: 100%; +} + +.es-page-break { + page-break-after: always; +} + +.es-table { + padding-top: 0.25rem; + padding-bottom: 0.25rem; +} + +.es-table td, +.es-table th { + padding: 0 !important; + padding-left: 0.3rem !important; + padding-right: 0.3rem !important; + text-align: right; +} -/* Responsive SVG */ .svg-content-mpl { width: 100%; height: 100%; @@ -71,3 +140,28 @@ body { bottom: 0px; margin: auto; } + +@media print { + .es-page-title, + .es-section-title, + .es-row-title, + .es-column-title { + page-break-after: avoid; + } + + .es-row-body, + .es-column-body, + .es-card { + page-break-inside: avoid; + } + + .es-section-body { + page-break-after: always; + } + + .es-column-body, + .es-card, + .es-card-body { + flex: 1 !important; + } +} diff --git a/esparto/resources/jinja/base.html.jinja b/esparto/resources/jinja/base.html.jinja index f363584..3b5add4 100644 --- a/esparto/resources/jinja/base.html.jinja +++ b/esparto/resources/jinja/base.html.jinja @@ -4,54 +4,51 @@ {{ doc_title | default("esparto-doc", true) }} - + href="data:image/svg+xml,📊"> + - {% if esparto_css %} - - {% endif %} {% if head_deps is defined and head_deps|length %} - + {% for dep in head_deps %} {{ dep }} {% endfor %} {% endif %} + + {% if esparto_css %} + + + {% endif %} -