From adba50d786ef6baf19bb8a74c59c8f2b0b355661 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Matt=C3=A9o=20Delabre?= <contact@matteodelabre.me>
Date: Tue, 26 Nov 2019 00:43:40 -0500
Subject: [PATCH] =?UTF-8?q?pageviews:=20S=C3=A9paration=20script/module=20?=
 =?UTF-8?q?&=20session?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .gitignore                                    |    1 +
 data/fetch/__init__.py                        |    0
 .../fetch/__pycache__/__init__.cpython-38.pyc |  Bin 0 -> 161 bytes
 data/fetch/__pycache__/http.cpython-38.pyc    |  Bin 0 -> 537 bytes
 .../__pycache__/mediawiki_api.cpython-38.pyc  |  Bin 0 -> 1843 bytes
 .../wikipedia_pageviews.cpython-38.pyc        |  Bin 0 -> 4143 bytes
 data/fetch/http.py                            |   18 +
 data/fetch/mediawiki_api.py                   |   56 +
 data/fetch/wikipedia_pageviews.py             |  137 +
 data/pageviews.py                             |   91 +
 data/pageviews/pageviews.py                   |  282 -
 data/plot_pageviews.py                        |   91 +
 package-lock.json                             | 7419 -----------------
 package.json                                  |   16 -
 14 files changed, 394 insertions(+), 7717 deletions(-)
 create mode 100644 data/fetch/__init__.py
 create mode 100644 data/fetch/__pycache__/__init__.cpython-38.pyc
 create mode 100644 data/fetch/__pycache__/http.cpython-38.pyc
 create mode 100644 data/fetch/__pycache__/mediawiki_api.cpython-38.pyc
 create mode 100644 data/fetch/__pycache__/wikipedia_pageviews.cpython-38.pyc
 create mode 100644 data/fetch/http.py
 create mode 100644 data/fetch/mediawiki_api.py
 create mode 100644 data/fetch/wikipedia_pageviews.py
 create mode 100644 data/pageviews.py
 delete mode 100644 data/pageviews/pageviews.py
 create mode 100644 data/plot_pageviews.py
 delete mode 100644 package-lock.json
 delete mode 100644 package.json

diff --git a/.gitignore b/.gitignore
index 55b151a..bc9c5f8 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,3 +1,4 @@
 node_modules
+__pycache__
 .cache
 dist
diff --git a/data/fetch/__init__.py b/data/fetch/__init__.py
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diff --git a/data/fetch/http.py b/data/fetch/http.py
new file mode 100644
index 0000000..91fdbc1
--- /dev/null
+++ b/data/fetch/http.py
@@ -0,0 +1,18 @@
+import requests
+import urllib3
+
+# Session de requêtage HTTP
+session = requests.Session()
+
+# Réalise 10 essais de récupération de chaque page, en augmentant
+# progressivement le délai entre chaque essai
+retry = urllib3.util.Retry(total=10, backoff_factor=0.3)
+adapter = requests.adapters.HTTPAdapter(max_retries=retry)
+session.mount('http', adapter)
+session.mount('https', adapter)
+
+# Identification du robot
+session.headers['User-Agent'] = (
+    'WikimedicaDiseaseSearch/0.1 '
+    '(https://gitlab.com/matteodelabre/wikimedica-disease-search)'
+)
diff --git a/data/fetch/mediawiki_api.py b/data/fetch/mediawiki_api.py
new file mode 100644
index 0000000..8e9cad2
--- /dev/null
+++ b/data/fetch/mediawiki_api.py
@@ -0,0 +1,56 @@
+from .http import session
+import mwclient
+
+
+def instanciate(site):
+    """
+    Instancie un objet permettant d’accéder à l’API d’un site MediaWiki.
+
+    :param site: Nom de domaine du site.
+    :return: Instance mwclient.Site pour le site.
+    """
+    return mwclient.Site(site, pool=session)
+
+
+def article_canonical(site, article):
+    """
+    Obtient le nom canonique d’un article après avoir suivi les redirections.
+
+    :param site: Instance mwclient.Site pour le site ciblé.
+    :param article: Article ciblé dans le site.
+    :return: Nom canonique de l’article.
+    """
+    original_page = site.pages[article]
+
+    if not original_page.exists:
+        raise Exception(
+            'Article « {} » inexistant sur {}'
+            .format(article, site.host)
+        )
+
+    return original_page.resolve_redirect().name
+
+
+def article_redirects(site, article):
+    """
+    Récupère l’ensemble des pages redirigeant vers un article.
+
+    :param site: Instance mwclient.Site pour le site ciblé.
+    :param article: Article ciblé dans le site.
+    :return: Liste des pages redirigeant vers `article`.
+    """
+    response = site.api('query', prop='redirects', titles=article)
+    page_response = list(response['query']['pages'].values())[0]
+
+    if 'missing' in page_response:
+        raise Exception(
+            'Article « {} » inexistant sur {}'
+            .format(article, site.host)
+        )
+
+    # Si la réponse n’inclut pas la clé « redirects », c’est qu’il n’existe
+    # aucune redirection vers la page
+    return [
+        item['title'] for item in
+        page_response['redirects']
+    ] if 'redirects' in page_response else []
diff --git a/data/fetch/wikipedia_pageviews.py b/data/fetch/wikipedia_pageviews.py
new file mode 100644
index 0000000..db07a9c
--- /dev/null
+++ b/data/fetch/wikipedia_pageviews.py
@@ -0,0 +1,137 @@
+import collections
+from datetime import datetime
+from .http import session
+import numpy
+from scipy import stats
+
+# Chemin racine pour les API Wikimedia
+wikimedia_base_path = 'https://wikimedia.org/api/rest_v1'
+
+# Patron d’accès à l’API pageviews de Wikimedia
+wikimedia_pageviews_path = '/' + '/'.join([
+    'metrics', 'pageviews', 'per-article', '{project}',
+    '{access}', '{agent}', '{article}', '{granularity}',
+    '{start}', '{end}'
+])
+
+# Format de dates utilisée pour l’API Wikimedia
+wikimedia_date_format = '%Y%m%d'
+
+# Date de première disponibilité des pageviews sur l’API Wikimedia
+wikimedia_pageviews_start = datetime(2015, 7, 1)
+
+# Tableau contenant tous les jours de l’année de 1 à 365
+year_all_days = numpy.arange(1, 366)
+
+
+def _year_date_distance(a, b):
+    """
+    Calcule la distance entre deux jours de l’année.
+
+    :example: _year_date_distance(10, 360) == 15
+    :example: _year_date_distance(numpy.array([10, 182, 355]), 182)
+              == [172, 0, 173]
+    :param a: Première valeur (peut être un tableau numpy).
+    :param b: Seconde valeur (peut être un tableau numpy).
+    :return: Valeur de la distance.
+    """
+    return numpy.stack((
+        numpy.mod(a - b, len(year_all_days)),
+        numpy.mod(b - a, len(year_all_days))
+    )).min(axis=0)
+
+
+def smooth(views, scale):
+    """
+    Lisse un tableau de valeurs contenant une valeur par jour de l’année en
+    utilisant un noyau gaussien.
+
+    À la bordure de fin ou de début d’année, le lissage est fait avec l’autre
+    morceau de l’année.
+
+    :param views: Données à lisser.
+    :param scale: Variance du noyau gaussien.
+    :return: Données lissées.
+    """
+    ref_pdf = stats.norm.pdf(
+        _year_date_distance(year_all_days, 1),
+        scale=scale
+    )
+
+    pdf_matrix = numpy.stack([
+        numpy.roll(ref_pdf, day - 1)
+        for day in year_all_days
+    ])
+
+    return pdf_matrix.dot(views)
+
+
+def get(project, article):
+    """
+    Obtient le nombre de visites sur une page Wikipédia par jour.
+
+    :param project: Projet Wikipédia ciblé.
+    :param article: Article ciblé dans le site.
+    :return: Compteur associant chaque jour à son nombre de visites.
+    """
+    # Soumet une requête à l’API REST pour obtenir les vues de l’article
+    res = session.get(wikimedia_base_path + wikimedia_pageviews_path.format(
+        project=project,
+        article=article,
+        access='all-access',
+        agent='user',
+        granularity='daily',
+        start=wikimedia_pageviews_start.strftime(wikimedia_date_format),
+        end=datetime.today().strftime(wikimedia_date_format)
+    ))
+
+    data = res.json()
+
+    # Vérifie que la réponse reçue indique un succès
+    if res.status_code != 200:
+        if 'detail' in data:
+            detail = data['detail']
+            message = ', '.join(detail) if type(detail) == list else detail
+            raise Exception(message)
+        else:
+            raise Exception('Erreur {}'.format(res.status_code))
+
+    # Construit le dictionnaire résultant
+    return collections.Counter(dict(
+        (record['timestamp'][:8], record['views'])
+        for record in data['items']
+    ))
+
+
+def mean(views):
+    """
+    Calcule les vues moyennes par jour de l’année à partir d’un ensemble de
+    vues enregistrées (omettant le 29 février pour les années bissextiles).
+
+    :param views: Vues enregistrées par date.
+    :return: Tableau de taille 365 contenant le nombre de visites moyennes pour
+    chaque jour de l’année.
+    """
+    # Fait la moyenne pour chaque jour hormis le 29 février
+    accumulator = {}
+    datemonth_format = '%m%d'
+
+    for day in range(1, 366):
+        datemonth = datetime.fromordinal(day).strftime(datemonth_format)
+        accumulator[datemonth] = []
+
+    for date_str, views in views.items():
+        date = datetime.strptime(date_str, wikimedia_date_format)
+
+        if not (date.month == 2 and date.day == 29):
+            datemonth = date.strftime(datemonth_format)
+            accumulator[datemonth].append(views)
+
+    for datemonth, value in accumulator.items():
+        accumulator[datemonth] = sum(value) / len(value) if value else 0
+
+    # Rassemble les valeurs moyennes pour chaque jour dans l'ordre de l'année
+    return [item[1] for item in sorted(
+        list(accumulator.items()),
+        key=lambda x: x[0]
+    )]
diff --git a/data/pageviews.py b/data/pageviews.py
new file mode 100644
index 0000000..5800ebb
--- /dev/null
+++ b/data/pageviews.py
@@ -0,0 +1,91 @@
+import calendar
+import collections
+from datetime import datetime
+from fetch import wikipedia_pageviews, mediawiki_api
+import logging
+import matplotlib
+from matplotlib import pyplot
+import sys
+
+# Objet pour afficher le journal d’exécution
+logger = logging.getLogger('pageviews')
+logging.basicConfig(level=logging.INFO)
+
+if len(sys.argv) < 4:
+    print("""Utilisation : {} [project] [output] [article]...
+Représente sur un graphe les statistiques moyenne de vue de pages wiki.
+
+Paramètres :
+
+project     Projet Wikipédia ciblé (par exemple fr.wikipedia.org).
+output      Nom du fichier de sortie où sera sauvé le graphe, ou '-' pour
+            afficher le résultat à l’écran.
+article     Nom(s) d’article(s) Wikipédia ciblé(s).
+
+Au moins un article doit être donné. Le nombre de visites est lissé avec un
+noyau gaussien d’écart-type 10 jours. Les redirections d’article sont suivies
+et toute visite sur une page de redirection pointant vers l’article est
+dénombrée comme une visite sur la page canonique.
+""".format(sys.argv[0]), end='', file=sys.stderr)
+    sys.exit(1)
+
+project = sys.argv[1]
+output = sys.argv[2]
+articles = sys.argv[3:]
+
+site = mediawiki_api.instanciate(project)
+output_to_file = output != '-'
+
+if output_to_file:
+    matplotlib.use('pgf')
+    matplotlib.rcParams.update({
+        'pgf.texsystem': 'xelatex',
+        'font.family': 'serif',
+        'text.usetex': True,
+        'pgf.rcfonts': False,
+    })
+
+fig = pyplot.figure(figsize=(4.7, 3.3))
+ax = fig.add_subplot(111)
+
+ax.set_xlabel('Jours de l’année')
+ax.set_xticks([
+    datetime(1, month, 1).toordinal()
+    for month in range(1, 13)
+])
+
+ax.set_xticklabels(calendar.month_abbr[1:13])
+
+for article in articles:
+    canonical = mediawiki_api.article_canonical(site, article)
+
+    if article != canonical:
+        logger.info(
+            'Suivi de la redirection de « {} » en « {} »'
+            .format(article, canonical)
+        )
+
+    del article
+
+    redirects = mediawiki_api.article_redirects(site, canonical)
+    mean_views = wikipedia_pageviews.mean(sum(
+        (wikipedia_pageviews.get(project, page)
+            for page in redirects + [canonical]),
+        start=collections.Counter()
+    ))
+
+    ax.plot(
+        wikipedia_pageviews.smooth(mean_views, 10),
+        label=canonical
+    )
+
+ax.set_ylabel('Vues par jour')
+
+fig.legend(framealpha=1)
+fig.autofmt_xdate()
+fig.tight_layout()
+
+if output_to_file:
+    pyplot.savefig(output)
+else:
+    pyplot.show()
diff --git a/data/pageviews/pageviews.py b/data/pageviews/pageviews.py
deleted file mode 100644
index 1c8f03a..0000000
--- a/data/pageviews/pageviews.py
+++ /dev/null
@@ -1,282 +0,0 @@
-import calendar
-import collections
-from datetime import datetime
-import logging
-import matplotlib
-import numpy
-from matplotlib import pyplot
-import requests
-from scipy import stats
-import sys
-import mwclient
-
-
-# Chemin racine pour les API Wikimedia
-wikimedia_base_path = 'https://wikimedia.org/api/rest_v1'
-
-# Patron d’accès à l’API pageviews de Wikimedia
-wikimedia_pageviews_path = '/' + '/'.join([
-    'metrics', 'pageviews', 'per-article', '{project}',
-    '{access}', '{agent}', '{article}', '{granularity}',
-    '{start}', '{end}'
-])
-
-# Format de dates utilisée pour l’API Wikimedia
-wikimedia_date_format = '%Y%m%d'
-
-# Date de première disponibilité des pageviews sur l’API Wikimedia
-wikimedia_pageviews_start = datetime(2015, 7, 1)
-
-# Objet pour afficher le journal d’exécution
-logger = logging.getLogger('pageviews')
-
-# Tableau contenant tous les jours de l’année de 1 à 365
-year_all_days = numpy.arange(1, 366)
-
-
-def year_date_distance(a, b):
-    """
-    Calcule la distance entre deux jours de l’année.
-
-    :example: year_date_distance(10, 360) == 15
-    :example: year_date_distance(numpy.array([10, 182, 355]), 182)
-              == [172, 0, 173]
-    :param a: Première valeur (peut être un tableau numpy).
-    :param b: Seconde valeur (peut être un tableau numpy).
-    :return: Valeur de la distance.
-    """
-    return numpy.stack((
-        numpy.mod(a - b, len(year_all_days)),
-        numpy.mod(b - a, len(year_all_days))
-    )).min(axis=0)
-
-
-def year_smooth_gaussian(data, scale):
-    """
-    Lisse un tableau de valeurs contenant une valeur par jour de l’année en
-    utilisant un noyau gaussien.
-
-    À la bordure de fin ou de début d’année, le lissage est fait avec l’autre
-    morceau de l’année.
-
-    :param data: Données à lisser.
-    :param scale: Variance du noyau gaussien.
-    :return: Données lissées.
-    """
-    ref_pdf = stats.norm.pdf(year_date_distance(year_all_days, 1), scale=scale)
-    pdf_matrix = numpy.stack([
-        numpy.roll(ref_pdf, day - 1)
-        for day in year_all_days
-    ])
-    return pdf_matrix.dot(data)
-
-
-def wikimedia_page_views(site, article):
-    """
-    Obtient le nombre de visites sur une page Wikipédia par jour.
-
-    :param site: Site Wikipédia ciblé.
-    :param article: Article ciblé dans le site.
-    :return: Compteur associant chaque jour à son nombre de visites.
-    """
-    # Soumet une requête à l’API REST pour obtenir les vues de l’article
-    res = requests.get(wikimedia_base_path + wikimedia_pageviews_path.format(
-        project=site.host,
-        article=article,
-        access='all-access',
-        agent='user',
-        granularity='daily',
-        start=wikimedia_pageviews_start.strftime(wikimedia_date_format),
-        end=datetime.today().strftime(wikimedia_date_format)
-    ))
-
-    data = res.json()
-
-    # Vérifie que la réponse reçue indique un succès
-    if res.status_code != 200:
-        if 'detail' in data:
-            detail = data['detail']
-            message = ', '.join(detail) if type(detail) == list else detail
-            raise Exception(message)
-        else:
-            raise Exception('Erreur {}'.format(res.status_code))
-
-    # Construit le dictionnaire résultant
-    return collections.Counter(dict(
-        (record['timestamp'][:8], record['views'])
-        for record in data['items']
-    ))
-
-
-def wikimedia_article_canonical_name(site, article):
-    """
-    Obtient le nom canonique d’un article après avoir suivi les redirections.
-
-    :param site: Objet empaquetant l’API du site Wikipédia ciblé.
-    :param article: Article ciblé dans le site.
-    :return: Nom canonique de l’article.
-    """
-    original_page = site.pages[article]
-
-    if not original_page.exists:
-        raise Exception(
-            'Article « {} » inexistant sur {}'
-            .format(article, site.host)
-        )
-
-    return original_page.resolve_redirect().name
-
-
-def wikimedia_article_views(site, article):
-    """
-    Obtient le nombre de visites sur un article Wikipédia, incluant la page
-    canonique et toutes les pages redirigées vers celle-ci, par jour.
-
-    :param site: Objet empaquetant l’API du site Wikipédia ciblé.
-    :param article: Article ciblé dans le site.
-    :return: Liste de couples contenant d’une part un jour et d’autre part
-    le nombre de visites associées à ce jour.
-    """
-    # Récupération de l’ensemble des pages qui redirigent vers la page donnée
-    response = site.api('query', prop='redirects', titles=article)
-    page_response = list(response['query']['pages'].values())[0]
-
-    if 'missing' in page_response:
-        raise Exception(
-            'Article « {} » inexistant sur {}'
-            .format(article, site.host)
-        )
-
-    # Si la réponse n’inclut pas la clé « redirects », c’est qu’il n’existe
-    # aucune redirection vers la page
-    redirects = [
-        item['title'] for item in
-        page_response['redirects']
-    ] if 'redirects' in page_response else []
-
-    # Somme le nombre de visites sur chacune des pages
-    return sum(
-        (wikimedia_page_views(site, page)
-            for page in redirects + [article]),
-        start=collections.Counter()
-    )
-
-
-def wikimedia_mean_article_views(site, article):
-    """
-    Obtient des statistiques moyennes sur les vues d’un article Wikipédia par
-    jour de l’année (omettant le 29 février pour les années bissextiles).
-
-    :param site: Objet empaquetant l’API du site Wikipédia ciblé.
-    :param article: Article ciblé dans le site.
-    :return: Tableau de taille 365 contenant le nombre de visites moyennes pour
-    chaque jour de l’année.
-    """
-    data = wikimedia_article_views(site, article)
-
-    # Fait la moyenne pour chaque jour hormis le 29 février
-    accumulator = {}
-    datemonth_format = '%m%d'
-
-    for day in range(1, 366):
-        datemonth = datetime.fromordinal(day).strftime(datemonth_format)
-        accumulator[datemonth] = []
-
-    for date_str, views in data.items():
-        date = datetime.strptime(date_str, wikimedia_date_format)
-
-        if not (date.month == 2 and date.day == 29):
-            datemonth = date.strftime(datemonth_format)
-            accumulator[datemonth].append(views)
-
-    for datemonth, value in accumulator.items():
-        accumulator[datemonth] = sum(value) / len(value) if value else 0
-
-    # Rassemble les valeurs moyennes pour chaque jour dans l'ordre de l'année
-    return [item[1] for item in sorted(
-        list(accumulator.items()),
-        key=lambda x: x[0]
-    )]
-
-
-def create_year_plot():
-    """
-    Initialise un graphe avec en abscisse les 365 jours d’une année non
-    bissextile.
-
-    :return: Figure et axes Matplotlib.
-    """
-    fig = pyplot.figure(figsize=(4.7, 3.3))
-    ax = fig.add_subplot(111)
-
-    ax.set_xlabel('Jours de l’année')
-    ax.set_xticks([
-        datetime(1, month, 1).toordinal()
-        for month in range(1, 13)
-    ])
-
-    ax.set_xticklabels(calendar.month_abbr[1:13])
-    return fig, ax
-
-
-if __name__ == '__main__':
-    logging.basicConfig(level=logging.INFO)
-
-    if len(sys.argv) < 4:
-        print("""Utilisation : {} [project] [output] [article]...
-Obtient les statistiques moyenne de vue de pages wiki.
-
-Paramètres :
-
-    project     Projet Wikipédia ciblé (par exemple fr.wikipedia.org).
-    output      Nom du fichier de sortie où sera sauvé le graphe, ou '-' pour
-                afficher le résultat à l’écran.
-    article     Nom(s) d’article(s) Wikipédia ciblé(s).
-
-Au moins un article doit être donné. Le nombre de visites est lissé avec un
-noyau gaussien d’écart-type 10 jours. Les redirections d’article sont suivies
-et toute visite sur une page de redirection pointant vers l’article est
-dénombrée comme une visite sur la page canonique.
-""".format(sys.argv[0]), end='', file=sys.stderr)
-        sys.exit(1)
-
-    project = sys.argv[1]
-    output = sys.argv[2]
-    articles = sys.argv[3:]
-
-    site = mwclient.Site(project)
-    output_to_file = output != '-'
-
-    if output_to_file:
-        matplotlib.use('pgf')
-        matplotlib.rcParams.update({
-            'pgf.texsystem': 'xelatex',
-            'font.family': 'serif',
-            'text.usetex': True,
-            'pgf.rcfonts': False,
-        })
-
-    fig, ax = create_year_plot()
-
-    for article in articles:
-        canonical_article = wikimedia_article_canonical_name(site, article)
-
-        if article != canonical_article:
-            logger.info(
-                'Suivi de la redirection de « {} » en « {} »'
-                .format(article, canonical_article)
-            )
-
-        data = wikimedia_mean_article_views(site, canonical_article)
-        ax.plot(year_smooth_gaussian(data, 10), label=canonical_article)
-
-    ax.set_ylabel('Vues par jour')
-
-    fig.legend(framealpha=1)
-    fig.autofmt_xdate()
-    fig.tight_layout()
-
-    if output_to_file:
-        pyplot.savefig(output)
-    else:
-        pyplot.show()
diff --git a/data/plot_pageviews.py b/data/plot_pageviews.py
new file mode 100644
index 0000000..e63055e
--- /dev/null
+++ b/data/plot_pageviews.py
@@ -0,0 +1,91 @@
+import calendar
+import collections
+from datetime import datetime
+from fetch import wikipedia_pageviews, mediawiki_api
+import logging
+import matplotlib
+from matplotlib import pyplot
+import sys
+
+# Objet pour afficher le journal d’exécution
+logger = logging.getLogger('pageviews')
+logging.basicConfig(level=logging.INFO)
+
+if len(sys.argv) < 4:
+    print("""Utilisation : {} [project] [output] [article]...
+Représente sur un graphe les statistiques moyennes de vues de pages wiki.
+
+Paramètres :
+
+project     Projet Wikipédia ciblé (par exemple fr.wikipedia.org).
+output      Nom du fichier de sortie où sera sauvé le graphe, ou '-' pour
+            afficher le résultat à l’écran.
+article     Nom(s) d’article(s) Wikipédia ciblé(s).
+
+Au moins un article doit être donné. Le nombre de visites est lissé avec un
+noyau gaussien d’écart-type 10 jours. Les redirections d’article sont suivies
+et toute visite sur une page de redirection pointant vers l’article est
+dénombrée comme une visite sur la page canonique.
+""".format(sys.argv[0]), end='', file=sys.stderr)
+    sys.exit(1)
+
+project = sys.argv[1]
+output = sys.argv[2]
+articles = sys.argv[3:]
+
+site = mediawiki_api.instanciate(project)
+output_to_file = output != '-'
+
+if output_to_file:
+    matplotlib.use('pgf')
+    matplotlib.rcParams.update({
+        'pgf.texsystem': 'xelatex',
+        'font.family': 'serif',
+        'text.usetex': True,
+        'pgf.rcfonts': False,
+    })
+
+fig = pyplot.figure(figsize=(4.7, 3.3))
+ax = fig.add_subplot(111)
+
+ax.set_xlabel('Jours de l’année')
+ax.set_xticks([
+    datetime(1, month, 1).toordinal()
+    for month in range(1, 13)
+])
+
+ax.set_xticklabels(calendar.month_abbr[1:13])
+
+for article in articles:
+    canonical = mediawiki_api.article_canonical(site, article)
+
+    if article != canonical:
+        logger.info(
+            'Suivi de la redirection de « {} » en « {} »'
+            .format(article, canonical)
+        )
+
+    del article
+
+    redirects = mediawiki_api.article_redirects(site, canonical)
+    mean_views = wikipedia_pageviews.mean(sum(
+        (wikipedia_pageviews.get(project, page)
+            for page in redirects + [canonical]),
+        start=collections.Counter()
+    ))
+
+    ax.plot(
+        wikipedia_pageviews.smooth(mean_views, 10),
+        label=canonical
+    )
+
+ax.set_ylabel('Vues par jour')
+
+fig.legend(framealpha=1)
+fig.autofmt_xdate()
+fig.tight_layout()
+
+if output_to_file:
+    pyplot.savefig(output)
+else:
+    pyplot.show()
diff --git a/package-lock.json b/package-lock.json
deleted file mode 100644
index 5bf3e4c..0000000
--- a/package-lock.json
+++ /dev/null
@@ -1,7419 +0,0 @@
-{
-  "name": "wikimedica-disease-search",
-  "version": "0.1.0",
-  "lockfileVersion": 1,
-  "requires": true,
-  "dependencies": {
-    "@babel/code-frame": {
-      "version": "7.5.5",
-      "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.5.5.tgz",
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-      "dev": true,
-      "requires": {
-        "@babel/highlight": "^7.0.0"
-      }
-    },
-    "@babel/core": {
-      "version": "7.7.2",
-      "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.7.2.tgz",
-      "integrity": "sha512-eeD7VEZKfhK1KUXGiyPFettgF3m513f8FoBSWiQ1xTvl1RAopLs42Wp9+Ze911I6H0N9lNqJMDgoZT7gHsipeQ==",
-      "dev": true,
-      "requires": {
-        "@babel/code-frame": "^7.5.5",
-        "@babel/generator": "^7.7.2",
-        "@babel/helpers": "^7.7.0",
-        "@babel/parser": "^7.7.2",
-        "@babel/template": "^7.7.0",
-        "@babel/traverse": "^7.7.2",
-        "@babel/types": "^7.7.2",
-        "convert-source-map": "^1.7.0",
-        "debug": "^4.1.0",
-        "json5": "^2.1.0",
-        "lodash": "^4.17.13",
-        "resolve": "^1.3.2",
-        "semver": "^5.4.1",
-        "source-map": "^0.5.0"
-      },
-      "dependencies": {
-        "json5": {
-          "version": "2.1.1",
-          "resolved": "https://registry.npmjs.org/json5/-/json5-2.1.1.tgz",
-          "integrity": "sha512-l+3HXD0GEI3huGq1njuqtzYK8OYJyXMkOLtQ53pjWh89tvWS2h6l+1zMkYWqlb57+SiQodKZyvMEFb2X+KrFhQ==",
-          "dev": true,
-          "requires": {
-            "minimist": "^1.2.0"
-          }
-        }
-      }
-    },
-    "@babel/generator": {
-      "version": "7.7.2",
-      "resolved": "https://registry.npmjs.org/@babel/generator/-/generator-7.7.2.tgz",
-      "integrity": "sha512-WthSArvAjYLz4TcbKOi88me+KmDJdKSlfwwN8CnUYn9jBkzhq0ZEPuBfkAWIvjJ3AdEV1Cf/+eSQTnp3IDJKlQ==",
-      "dev": true,
-      "requires": {
-        "@babel/types": "^7.7.2",
-        "jsesc": "^2.5.1",
-        "lodash": "^4.17.13",
-        "source-map": "^0.5.0"
-      }
-    },
-    "@babel/helper-annotate-as-pure": {
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-      "dev": true,
-      "requires": {
-        "@babel/types": "^7.7.0"
-      }
-    },
-    "@babel/helper-builder-binary-assignment-operator-visitor": {
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-      "resolved": "https://registry.npmjs.org/@babel/helper-builder-binary-assignment-operator-visitor/-/helper-builder-binary-assignment-operator-visitor-7.7.0.tgz",
-      "integrity": "sha512-Cd8r8zs4RKDwMG/92lpZcnn5WPQ3LAMQbCw42oqUh4s7vsSN5ANUZjMel0OOnxDLq57hoDDbai+ryygYfCTOsw==",
-      "dev": true,
-      "requires": {
-        "@babel/helper-explode-assignable-expression": "^7.7.0",
-        "@babel/types": "^7.7.0"
-      }
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-    "@babel/helper-builder-react-jsx": {
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-    "@babel/helper-call-delegate": {
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-      "requires": {
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-        "@babel/types": "^7.7.0"
-      }
-    },
-    "@babel/helper-create-regexp-features-plugin": {
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-      "integrity": "sha512-pAil/ZixjTlrzNpjx+l/C/wJk002Wo7XbbZ8oujH/AoJ3Juv0iN/UTcPUHXKMFLqsfS0Hy6Aow8M31brUYBlQQ==",
-      "dev": true,
-      "requires": {
-        "@babel/helper-regex": "^7.4.4",
-        "regexpu-core": "^4.6.0"
-      }
-    },
-    "@babel/helper-define-map": {
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diff --git a/package.json b/package.json
deleted file mode 100644
index 983dfec..0000000
--- a/package.json
+++ /dev/null
@@ -1,16 +0,0 @@
-{
-  "name": "wikimedica-disease-search",
-  "version": "0.1.0",
-  "private": true,
-  "main": "index.js",
-  "devDependencies": {
-    "@babel/core": "^7.7.2",
-    "@babel/preset-env": "^7.7.1",
-    "@babel/preset-react": "^7.7.0",
-    "parcel-bundler": "^1.12.4"
-  },
-  "dependencies": {
-    "react": "^16.12.0",
-    "react-dom": "^16.12.0"
-  }
-}