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online demo of skrub TableReport
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jeromedockes committed Aug 1, 2024
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34 changes: 34 additions & 0 deletions .github/workflows/build.yml
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name: build

permissions:
contents: write

on:
push:
branches:
- main

jobs:
build-and-deploy:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v2

- name: Set up Python 3.11
uses: actions/setup-python@v2
with:
python-version: '3.11'

- name: Install dependencies
run: |
pip install $(realpath "./skrub.whl")
- name: Build the site
run: |
python build.py
- name: GitHub Pages action
uses: peaceiris/[email protected]
with:
github_token: ${{ secrets.GITHUB_TOKEN }}
publish_dir: _build
1 change: 1 addition & 0 deletions .gitignore
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_build/
21 changes: 21 additions & 0 deletions LICENSE
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MIT License

Copyright (c) 2024 Jérôme Dockès

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
30 changes: 30 additions & 0 deletions _includes/example-report.html
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<!DOCTYPE html>
<html>

<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>skrub example report</title>
<link rel="stylesheet"
href="https://cdn.jsdelivr.net/npm/[email protected]/build/pure-min.css"
integrity="sha384-X38yfunGUhNzHpBaEBsWLO+A0HDYOQi8ufWDkZ0k9e0eXz/tH3II7uKZ9msv++Ls"
crossorigin="anonymous">
<style>
{% include "skrub-online-report.css" %}
</style>
<link rel="icon" href="../skrub.svg">
</head>

<body class="color-links">
{% include "nav.html" %}

{% include "small-banner.html" %}

<main>
<div>
{{ report | safe }}
</div>
</main>
</body>

</html>
39 changes: 39 additions & 0 deletions _includes/examples-index.html
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<!doctype html>
<html>

<head>
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>skrub reports</title>
<link rel="stylesheet"
href="https://cdn.jsdelivr.net/npm/[email protected]/build/pure-min.css"
integrity="sha384-X38yfunGUhNzHpBaEBsWLO+A0HDYOQi8ufWDkZ0k9e0eXz/tH3II7uKZ9msv++Ls"
crossorigin="anonymous">
<style>
{% include "skrub-online-report.css" %}
</style>
<link rel="icon" href="../skrub.svg">
</head>

<body class="color-links">
{% include "nav.html" %}

{% include "small-banner.html" %}

<main>
<p class="narrow-wrapper">
Follow one of the links below to see a report computed with
<a href="https://skrub-data.org/dev/reference/generated/skrub.TableReport.html#" class="table-report"><code>skrub.TableReport</code></a>
for the corresponding dataset.
</p>
<ul class="examples-index example-dataset-list">
{% for report_name in report_names %}
<li>
<a href="{{ report_name }}.html">{{ report_name.replace('_', ' ').capitalize() }}</a>
</li>
{% endfor %}
</ul>
</main>
</body>

</html>
14 changes: 14 additions & 0 deletions _includes/nav.html
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<nav>
<ul class="nav">
{% for name, href in nav_links %}
<li>
<a
href={{ href | relative }}
{% if href == current_page %}
class="current-page"
{% endif %}
>{{ name }}</a>
</li>
{% endfor %}
</ul>
</nav>
5 changes: 5 additions & 0 deletions _includes/small-banner.html
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<div class="small-banner flex padding">
<a href="https://skrub-data.org/"><img class="skrub" src="../skrub.svg"></a>
<a href="https://skrub-data.org/dev/reference/generated/skrub.TableReport.html#"
class="table-report"><code>skrub.TableReport</code></a>
</div>
152 changes: 152 additions & 0 deletions build.py
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#! /usr/bin/env python

import argparse
from pathlib import Path
import shutil
import re
import secrets
import time

import jinja2
import pandas as pd
from skrub import datasets as skrub_data
from sklearn import datasets as sklearn_data
from skrub import TableReport


NAV_LINKS = [("Demo", "index.html"), ("Examples", "examples/index.html")]


def write(text, path):
path.write_text(bust(text), encoding="utf-8")


@jinja2.pass_context
def relative(context, path):
current_page = context["current_page"]
depth = len(current_page.split("/")) - 1
parts = [".."] * depth + path.split("/")
return "/".join(parts)


def get_jinja_env():
env = jinja2.Environment(
loader=jinja2.FileSystemLoader(
[REPO, REPO / "_includes"],
encoding="UTF-8",
),
autoescape=True,
)
env.filters["relative"] = relative
env.globals = {
"nav_links": NAV_LINKS,
}
return env


def bust(text):
return re.sub(r"\?__skrub_[a-zA-Z0-9]+__", f"?__skrub_{VERSION}__", text)


def get_datasets():
AMES_HOUSING_CSV = (
"https://www.openml.org/data/get_csv/20649135/file2ed11cebe25.arff"
)
datasets = [("AMES Housing", (lambda: pd.read_csv(AMES_HOUSING_CSV)))]
skrub_dataset_names = [
"employee_salaries",
"medical_charge",
"traffic_violations",
"drug_directory",
]
for name in skrub_dataset_names:

def fetch(name=name):
return getattr(skrub_data, f"fetch_{name}")().X

datasets.append((name, fetch))
sklearn_dataset_names = ["titanic"]
for name in sklearn_dataset_names:

def fetch(name=name):
return sklearn_data.fetch_openml(
name, as_frame=True, parser="auto", version=1
).frame

datasets.append((name, fetch))
return datasets


def add_report(name, fetcher):
if ARGS.no_reports:
html = '<div class="report-placeholder">report</div>'
elapsed = 0
else:
df = fetcher()
print(f"making report for {name}")
pretty_name = name.replace("_", " ").capitalize()
start = time.time()
html = TableReport(df, title=pretty_name).html_snippet()
elapsed = time.time() - start
print(f"{name} took {elapsed:.2f}s")
report_template = ENV.get_template("example-report.html")
current_page = f"examples/{name}.html"
html = report_template.render(
nav_links=NAV_LINKS + [(name, current_page)],
current_page=current_page,
report=html,
time=elapsed,
)
write(html, EXAMPLES_DIR / f"{name}.html")


def build_examples():
datasets = get_datasets()
for name, fetcher in datasets:
add_report(name, fetcher)

examples_index = ENV.get_template("examples-index.html")
html = examples_index.render(
report_names=[name for name, _ in datasets], current_page="examples/index.html"
)
write(html, EXAMPLES_DIR / "index.html")


def build_pages():
all_pages = REPO.glob("*.html")
for page in all_pages:
template = ENV.get_template(page.name)
rendered = template.render(current_page=f"{page.name}")
write(rendered, BUILD_DIR / page.name)

for ext in ["css", "js", "svg"]:
for file_path in REPO.glob(f"*.{ext}"):
text = file_path.read_text("utf-8")
write(text, BUILD_DIR / file_path.name)

for asset in REPO.glob(f"*.whl"):
shutil.copyfile(asset, BUILD_DIR / asset.name)


if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument(
"--no_reports", help="skip building example reports", action="store_true"
)
ARGS = parser.parse_args()

REPO = Path(__file__).parent.resolve()
BUILD_DIR = REPO / "_build"
if BUILD_DIR.is_dir():
shutil.rmtree(BUILD_DIR)
BUILD_DIR.mkdir()

EXAMPLES_DIR = BUILD_DIR / "examples"
EXAMPLES_DIR.mkdir()

VERSION = secrets.token_hex()[:4]

ENV = get_jinja_env()

build_pages()
build_examples()
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