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commit 9e155f2bcaff4ad71d96c84e9789da547dc9de7d
parent 7808493e1961933d8711120b0385294e629ce942
Auterice: Arthur Pons <arthur.pons@unistra.fr>
Date:   Wed, 29 May 2024 15:08:09 +0200

Avancées article hudoc

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Acontents/scraping-hudoc/index.sh | 150+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
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AUSTRIA 001-142842 diff --git a/contents/scraping-hudoc/index.sh b/contents/scraping-hudoc/index.sh @@ -0,0 +1,150 @@ +#! page +title: Comment j\'ai volé 960 arrêts à HUDOC +author: Arthur Pons +description: Je rigole, c\'est pas du vol c\'est public +publication: 2024-29-05 + +sectionmd: main + +## Le besoin + +Un doctorant a besoin de récupérer les pdf et les pleins texte de 960 arrêts de +la Cour Européenne des Droits de l'Homme (CEDH). Il a compilé dans un looong +excel toutes les informations au sujet de ces arrêts. L'interface graphique +d'HUDOC permet de télécharger les pdfs d'un arrêt via un lien à l'apparence du +logo pdf. Télécharger tout ça à la main est trop long, il serait utile de les +télécharger automatiquement. + +## Le scraping + +### Bouton v.s lien + +Mon premier réflexe a été d'étudier la tête du lien pointant vers le pdf et +d'identifier s'il existait un pattern. Premier souci, le lien n'est pas une +balise `<a>` mais un bouton qui, lorsqu'on clique dessus, déclenche une fonction +js qui nous fait télécharger le pdf. + +Dans les outils de développement on identifie plusieurs fichiers. Les fichiers +`jquery` ne nous intéressent pas, le fichier `openidconnect.js` à priori ne nous +concernent pas. Regardons donc dans `compiled.js`. Faisons une recherche de +`pdf` à l'intérieur de ce fichier. On tombe directement sur la fonction suivante +: + + DOCUMENT_PDF_URL: function(id, filename, result) { + var url; + + if (result.application && result.application.toLowerCase() == "acrobat") { + url = API.ROUTES.CONTENT_URL + "/pdf/?library={library}&id={id}&filename={filename}.pdf"; + } else { + url = API.ROUTES.CONTENT_URL + "/docx/pdf?library={library}&id={id}&filename={filename}.pdf"; + } + url = url.replace("{library}", API.SITEINFO.GROUP_NAME); + url = url.replace("{id}", escape(id)); + url = url.replace("{filename}", encodeURIComponent(result.docname)); + + return url; + }, + +En mettant un point d'arrêt sur le return et en rechargeant la page on découvre +que l'url pour l'arrêt [Case of Zarema Musayeva and others v. +Russia](https://hudoc.echr.coe.int/fre#{%22documentcollectionid2%22:[%22GRANDCHAMBER%22,%22CHAMBER%22],%22itemid%22:[%22001-233833%22]}) +est + + /app/conversion/docx/pdf?library=ECHR&id=001-233833&filename=CASE%20OF%20ZAREMA%20MUSAYEVA%20AND%20OTHERS%20v.%20RUSSIA.pdf + +On voit donc que l'url est constituée le la bibliothèque, en l'occurence ici la +CEDH ou ECHR en anglais, l'identifiant du document et le_nom_de_l'affaire_.pdf. + +A partir de là il est possible de "curler" directement les pdfs. + +### L'excel + +L'excel fournit par le doctorant a dans sa première colonne le nom de l'affaire +et sa troisième le numéro de l'affaire. Autant nous avons besoin du nom, autant +le numéro de l'affaire ne correspond pas à l'indentifiant du document dans +l'url. Fort heureusement la première colonne est en réalité un lien dont le nom +est le nom de l'affaire mais la cible le lien vers la page hudoc du document, +lien contenant l'identifiant qui nous intéresse. En gros : + + <a href="https://hudoc.echr.coe.int/fre?i=001-233833">CASE OF ZAREMA + MUSAYEVA AND OTHERS v. RUSSIA</a> + +Malheureusement le fait d'avoir encodé cette information dans un lien et non +dans une colonne séparée de l'excel rend impossible sa récupération via l'export +de l'excel sous forme de [TSV](/amourtsv/). Il va falloir préalablement extraire +la cible de chaque lien avant de transformer l'excel en TSV. Pour cela je suis +tombé sur [une macro datant de +2008](https://forum.openoffice.org/en/forum/viewtopic.php?f=21&t=2762.) qui a +fait l'affaire. J'avoue être surpris que cette fonctionnalité ne soit pas +intégrée par défaut dans libreoffice calc. Peut-être qu'elle existe mais je ne +suis pas parvenu à la trouver. + +En appliquant cette macro on récupère les liens, que l'on nettoie pour n'avoir +que les identifiants. On obtient un format du type : + + HÄMÄLÄINEN V. FINLAND 001-145768 + ILGAR MAMMADOV V. AZERBAIJAN (INFRINGEMENT PROCEEDINGS) 001-193543 + KLAUS AND IOURI KILADZE V. GEORGIA + O’DONOGHUE AND OTHERS V. THE UNITED KINGDOM 001-102266 + A AND OTHERS V. THE UNITED KINGDOM 001-91403 + A, B AND C V. IRELAND 001-102332 + A. AND OTHERS V. THE UNITED KINGDOM 001-91403 + A. V. THE NETHERLANDS 001-100038 + A.A. AND OTHERS V. NORTH MACEDONIA 001-216861 + A.A. V. THE UNITED KINGDOM 001-106282 + +Ce fichier est téléchargeable [ici (39Ko)](data.tsv). + +### Le téléchargement + +Pour finir préparons le téléchargement des pdfs. On peut créer un dossier pdfs +pour les contenir. On lit les lignes de notre TSV avec une boucle while : + + while read case + do + ... + done < cases.tsv + +Dans la boucle on transforme le nom des affaires pour que ça colle aux url, on +récupère l'identifiant et on prépare le nom du fichier à créer : + + while read case + do + filename=$(echo "$case" | cut -f1 | tr ' ' '-') + urlname=$(echo "$case" | cut -f1 | sed -E 's/ /%20/g') + id=$(echo "$case" | cut -f2) + ... + done < cases.tsv + +Puis on lance le téléchargement si le fichier n'existe pas déjà : + + while read case + do + filename=$(echo "$case" | cut -f1 | tr ' ' '-') + urlname=$(echo "$case" | cut -f1 | sed -E 's/ /%20/g') + id=$(echo "$case" | cut -f2) + if [ ! -e "pdfs/$filename.pdf" ] + then + echo "downloading $filename" + wget --quiet "https://hudoc.echr.coe.int/app/conversion/docx/pdf?library=ECHR&id=$id&filename=$urlname.pdf" -O "pdfs/$filename.pdf" + else + echo "skipping $filename" + fi + done < cases.tsv + +## Le plein texte + +Le doctorant souhaite faire des analyses automatiques des textes des arrêts. +Avoir le texte des pdfs dans des fichiers textes l'intéresse. Pour cela on peut +utiliser `pdftotext` : + + find -name '*.pdf' -print0 | xargs -n1 -0 -P4 pdftotext + +Cette commande génèrera dans le dossier `pdfs` les .txt correspond aux pdfs +quatre par quatre. In fine on pourra ranger les txt en faisant quelque chose +comme : + + mkdir txt + mv *.txt txt + +endsection