From 33b32ebc3f1bc02efd6f0b4d245a017df07622fd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fran=C3=A7ois=20Pelletier?= Date: Sat, 26 Dec 2020 00:19:57 -0500 Subject: [PATCH] version initiale --- README.md | 220 ++++++++++++++++++++++++++++++++++++ qgis-0001-quebec-layers.png | Bin 0 -> 1492438 bytes qgis-0002-composer.png | Bin 0 -> 302452 bytes 3 files changed, 220 insertions(+) create mode 100644 README.md create mode 100644 qgis-0001-quebec-layers.png create mode 100644 qgis-0002-composer.png diff --git a/README.md b/README.md new file mode 100644 index 0000000..1854955 --- /dev/null +++ b/README.md @@ -0,0 +1,220 @@ +Informatique et politique +========================= + +Voici une présentation que je prépare pour mes collègues de travail de +Desjardins. Son contenu est de nature publique, alors je me permets de +partager le tout ici pour le grand public. + +Je vais présenter un aspect qui provient de mon vécu de bénévole dans +une organisation politique: un coffre à outils qui permet de faire +beaucoup avec peu de moyens financiers, et qui permet à plusieurs +bénévoles dans des environnements de travail hétérogènes de pouvoir +collaborer. + +L'importance du logiciel libre pour la production et la gestion de contenu +-------------------------------------------------------------------------- + +Pour produire de nombreuses images sur le même modèle, mais en utilisant +une base de données pour ajouter des éléments de personnalisation, j'ai +choisi d'utiliser le format vectoriel. En utilisant le logiciel +[Inkscape](https://inkscape.org/), je construit un gabarit qui est +sauvegardé au format SVG. Ensuite, à l'aide du module +[xml.dom.minidom](https://docs.python.org/2/library/xml.dom.minidom.html) +de Python, on peut manipuler les valeurs des attributs pour +personnaliser le fichier. + +``` {.python} +tspan_svg_field = doc.getElementsByTagName('tspan') +tspan_svg_field[0].childNodes[0].nodeValue = "dans "+candidat_dict['CIRC_NC'] +tspan_svg_field[1].childNodes[0].nodeValue = candidat_json['candidat']['prenom_candidat']+' '+candidat_json['candidat']['nom_candidat'] +image_svg_field = doc.getElementsByTagName('image') +image_svg_field[1].attributes["xlink:href"].value = cropped_photo_path +image_svg_field[0].attributes["xlink:href"].value = 'logo_pcq_bilingue.png' + +candidat_svg_file = open(candidat_svg_path, "w") +candidat_svg_file.write(doc.toprettyxml()) + +candidat_svg_file.close() +``` + +Enfin, avec [cairosvg](https://pypi.org/project/CairoSVG/), on peut +générer des images PNG prètes pour le web. + +``` {.python} +svg2png(url=candidat_svg_path,write_to=candidat_png_path) +``` + +Une brochette de packages Python + +``` {.python} +import pandas as pd +from types import * +import cv2 as cv #Opencv +from PIL import Image #Image from PIL +import glob +import os +import numpy +import xml.dom.minidom +from cairosvg import svg2png +import json +from rauth import OAuth2Service +import base64 +import datetime +import markdown +from pytz import timezone +import sys +from slugify import slugify +from IPython import display +``` + +Envoi de courriels massifs +-------------------------- + +À quelques occasions, je devais envoyer des courriels massifs, mais +personnalisés, notamment pour la création de comptes utilisateurs dans +nos divers outils de communications. + +Pour ce faire, j'ai construit un petit script Python qui permet de +générer des courriels à partir d'un fichier CSV contenant les paramètres +de personnalisation. + +Les détails de ce programme sont présentés dans mon billet [Envoi de +courriels massifs avec +Python](https://www.francoispelletier.org/blog/20181014-courriel-massif-python) + +Organisation d'un programme politique bilingue +---------------------------------------------- + +- Les données sont consignées dans des documents Markdown simple: + - Les métadonnées (titre, numéro et étiquettes) sont dans une + entête YAML + - Le contenu de la proposition est écrit dans le corps du document +- Un dictionnaire d'étiquettes permet d'uniformiser les étiquettes + entre les versions françaises et anglaises +- L'ensemble des sources est conservée dans un dépôt git, ce qui + permet de faire un suivi des versions dans le futur. +- Les pages web sont créées en convertissant le contenu des fichiers + Markdown en JSON avec le package Node.JS + [m2j](https://github.com/scottstanfield/markdown-to-json). + +``` {.bash} +#!/bin/bash +for p in source/articles/*.md +do +filename=$(basename $p) +parallel --semaphore -j+0 m2j "$p" -c -o release/${filename%.*}.json +done +``` + +- Puis en convertissant le corps du document en HTML à l'aide du + package python + [markdown](https://python-markdown.github.io/reference/). + +``` {.python} +proposition = json.loads(open("../../release/p"+str(numero_proposition)+".json").read()) + +full_html = markdown.markdown(proposition['p'+str(numero_proposition)]['content'],output_format='html5') +``` + +- Le même fichier initial permet de créer des pages web de façon + automatisée en interaction avec l'API de notre système de gestion de + contenu ainsi qu'un document *imprimable* en PDF + +``` {.bash} +#!/bin/bash +for p in source/articles/*.md +do +filename=$(basename $p) +echo $p +pandoc -f markdown -t latex -o release/${filename}.tex $p +done +``` + +- La mise à jour des différents documents est grandement simplifiée + avec plusieurs scripts Bash et Python + +``` {.bash} +#!/bin/bash +last_num=$(ls p* | tail -n 1 | sed -n -re 's/^p0*([1-9][0-9]*)\.md$/\1/p') +let "current_num=${last_num}+1" +echo "Numéro courant: ${current_num}" +padded_num=$(printf "%04g" ${current_num}) +echo -e "---" > "p${padded_num}.md" +echo -e "numero: ${current_num}" >> "p${padded_num}.md" +echo -e "title: \"\"" >> "p${padded_num}.md" +echo -e "tags:\n\s\s- $1\n\s\s- $2\n\s\s- " >> "p${padded_num}.md" +echo -e "---" >> "p${padded_num}.md" +``` + +Gestion de profils de candidats +------------------------------- + +- Une approche similaire à la gestion des pages du programme a été + appliquée à la gestion des pages de candidats. Étant donné la + possibilité de nombreux changement et imprévus, de pouvoir générer + des pages standardisées à la volée a permis de pouvoir sauver + beaucoup de temps au niveau de la maintenance du site web. + +### Comment faire beaucoup avec peu + +L'équipe TI étant pas mal limitée à *moi*, un mélange de scripts et +d'outils de collaboration tels que Google Docs ont permis de pouvoir +mettre à jour les contenus webs assez facilement. Le maintien d'une +qualité de données a cependant été difficile. Il est facile de casser un +scripts qui lit un fichier lorsqu'on insère des caractères spéciaux ou +on supprime un titre. + +### Détection de visages + +La librairie OpenCV permet d'utiliser différents modèles de segmentation +et d'identification d'objets. Notamment, on y retrouve quelques +algorithmes de détection de visages, appelés Haar Feature-based Cascade +Classifiers. Comme j'avais de nombreuses photos à cadrer afin de +produire des publications web dans un format standardisées, j'ai décidé +de tenter le coup avec cet outil. J'ai ainsi pu découvrir certaines de +ses forces et de ses faiblesses. + +Les algorithmes sont entrainés à détecter différents éléments composant +un tout de façon hiérarchique. Par exemple, un visage est constitué de +deux yeux, un nez et une bouche, sur lesquels on entraîne chacun un +modèle prédictif. Ces trois modèles peuvent être combinés pour ensuite +détecter un visage en spécifiant la position approximative et la +séquence des composantes. + +OpenCV permet d'utiliser directement des modèles pré-entrainés pour +détecter des visages. + +Voir la documentation pour plus de détails: [Face Detection using Haar +Cascades](https://docs.opencv.org/trunk/d7/d8b/tutorial_py_face_detection.html) + +Les modèles performent bien sur des photos prises en mode portrait, +centrées avec un fond suffisamment uniforme. Il est aussi recommandé +d'éviter les vêtements avec beaucoup de motifs. En alternant entre deux +modèles, j'ai pu arriver à cadrer environ 90% des photographies reçues. +Pour les 10% restants, quelques ajustements manuels et recentrage à +l'aide du logiciel GIMP ont permis d'ensuite les passer à l'algorithme +avec un succès relatif. Ça marche ou ça ne marche pas. Mais ça peut vous +retourner une oreille ou un noeud de cravate au lieu d'un visage. + +Production d'un atlas +--------------------- + +Créer un atlas à partir de couches d'information et d'une couche de +polygones à l'aide du logiciel QGIS. + +![qgis-0001-quebec-layers.png](/qgis-0001-quebec-layers.png) + +Paramétrer chaque page de l'atlas depuis une couche avec différent +composants: carte, tableau + +![qgis-0002-composer.png](/qgis-0002-composer.png) + +Pour plus de détails, on peut consulter l'article suivant: [How to +Create QGIS Atlas +Mapbooks](https://gisgeography.com/how-to-create-qgis-atlas-mapbooks/) + +Traduction +---------- + +Pour faire la traduction, j'ai utilisé en majeure partie le site web +[Bing Translator](https://www.bing.com/translator) diff --git a/qgis-0001-quebec-layers.png b/qgis-0001-quebec-layers.png new file mode 100644 index 0000000000000000000000000000000000000000..e83b3caf821d0bce3ee6d24d96096d27d8af36d7 GIT binary patch literal 1492438 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