Merge branch 'main' into feat/data_processing

.github/workflows/build.yml

@@ -44,4 +44,6 @@ jobs:
     
     - name: Test libs
       run: |
-        cd ./app && python -m unittest travel_resolver.tests.sample_test
+        cd ./app && \
+        python -m unittest travel_resolver.tests.sample_test && \
+        python -m unittest travel_resolver.tests.langage_detection_test

app/travel_resolver/libs/nlp/langage_detection/extractor.py

@@ -0,0 +1,91 @@
+from collections import Counter
+import csv
+from typing import List
+import travel_resolver.libs.nlp.langage_detection.variables as var
+
+
+def extract_data_from_csv(f_in: str, f_out: str):
+    """
+    Take a csv file containing strings and convert it
+    into a csv file containig letter frequencies infos.
+
+    Args:
+        f_in (str): File path to analyse, must contain extension.
+        f_out (str): File path containing result, must contain extension.
+    """
+
+    with open(f_in, "r") as csv_file:
+        csv_reader = csv.reader(csv_file)
+
+        with open(f_out, "w", newline="") as output_csv:
+            csv_writer = csv.writer(output_csv)
+
+            for row in csv_reader:
+                str = "".join(row).lower()
+                modified_row = extract_data_from_string(str)
+                csv_writer.writerow(modified_row)
+
+
+def extract_data_from_string(str_in: str) -> List:
+    """
+    Retreive tab containing letter frequency informations
+    and special char frequency of a given string.
+
+    Args:
+        str_in (str): String to analyse.
+
+    Returns:
+        (List): Tab containing special char and alphabetical frequencies.
+    """
+    str_data = []
+    str_data = str_data + frequence_letters(str_in)
+    str_data = str_data + frequence_char_part(str_in)
+    return str_data
+
+
+def frequence_letters(str_in: str) -> List:
+    """
+    Retreive tab containing letter frequency informations
+    of a given string.
+
+    Args:
+        str_in (str): String to analyse.
+
+    Returns:
+        (List): Tab containing alphabetical char frequencies.
+    """
+    counter = Counter(str_in.lower())
+    freq_tab = [
+        round(counter.get(chr(i), 0) / len(counter) * 100, 2) for i in range(97, 123)
+    ]
+    return freq_tab
+
+
+def frequence_char_part(str_in: str) -> List:
+    """
+    Retreive tab containing special char frequency
+    informations of a given string.
+
+    Args:
+        str_in (str): String to analyse.
+
+    Returns:
+        (List): Tab containing special char char frequencies.
+    """
+
+    counter = Counter(str_in.lower())
+    freq_tab = [
+        round(counter.get(char, 0) / len(str_in) * 100, 2) for char in var.SPECIAL_CHARS
+    ]
+    return freq_tab
+
+
+def main():
+    for lang in var.TRAD_TARGETS:
+        input_file = "../../assets/data/prompts/csv/" + lang + "_prompts.csv"
+        output_csv_file = "../../assets/data/trainset/" + lang + "_trainset.csv"
+        extract_data_from_csv(input_file, output_csv_file)
+
+
+if __name__ == "__main__":
+    main()

app/travel_resolver/libs/nlp/langage_detection/traducer.py

@@ -0,0 +1,45 @@
+import csv
+import deepl
+import os
+import travel_resolver.libs.nlp.langage_detection.variables as var
+
+
+def traduce_into_csv(f_in: str, f_out: str, target_lang: str):
+    """
+    Take an input file that contains french text
+    and translate it into a csv file.
+
+    Args:
+        f_in (str): File path to analyse, must contain extension.
+        f_out (str): File path containing result, must contain extension.
+        target_lang (str): Key representing output langage.
+    """
+
+    translator = deepl.Translator(os.getenv(var.ENV_AUTH_KEY))
+
+    with open(f_in, "r") as csv_file:
+        csv_reader = csv.reader(csv_file)
+
+        with open(f_out, "w", newline="") as output_csv:
+            csv_writer = csv.writer(output_csv)
+            for row in csv_reader:
+                str = "".join(row).lower()
+
+                str = translator.translate_text(
+                    str, target_lang=target_lang, source_lang=var.FR
+                )
+                modified_row = [str]
+                csv_writer.writerow(modified_row)
+
+
+def main():
+    for lang in var.TRAD_TARGETS:
+        source = "../../../../data/langage_detection/prompts/FR_prompts.csv"
+        output_csv_file = "../../../../data/langage_detection/"
+        output_csv_file += lang + "_prompts.csv"
+
+        traduce_into_csv(source, output_csv_file, lang)
+
+
+if __name__ == "__main__":
+    main()

app/travel_resolver/libs/nlp/langage_detection/trainer.py

@@ -0,0 +1,57 @@
+import csv
+import joblib
+import numpy as np
+from sklearn.metrics import accuracy_score
+from sklearn.linear_model import SGDClassifier
+from sklearn.model_selection import train_test_split
+import travel_resolver.libs.nlp.langage_detection.variables as var
+
+
+def read_data():
+    """
+    Retreive and format data from csv input files
+    """
+    x, y = [], []
+    i = 1
+    for lang in var.CORRESP_LANG:
+        first = True
+        current_file = "../data/langage_detection/trainset/"
+        current_file += lang + "_trainset.csv"
+        with open(current_file, "r") as csv_file:
+            csv_reader = csv.reader(csv_file)
+            for row in csv_reader:
+                if not first:
+                    x.append(np.array(row, dtype=np.float64))
+                    y.append(i)
+                else:
+                    first = False
+        i += 1
+    return train_test_split(np.array(x), y, test_size=0.2, random_state=5)
+
+
+def train():
+    """
+    Train the model and generate a backup.
+    """
+    x_train, x_test, y_train, y_test = read_data()
+
+    model = SGDClassifier()
+    model.fit(x_train, y_train)
+    y_pred = model.predict(x_test)
+    accuracy = accuracy_score(y_true=y_test, y_pred=y_pred)
+    print("Accuracy: {:.2f}%".format(accuracy * 100))
+
+    joblib.dump(
+        model,
+        "../models/langage_detection/model_"
+        + str(round(accuracy, 3)).replace(".", "_")
+        + ".sav",
+    )
+
+
+def main():
+    train()
+
+
+if __name__ == "__main__":
+    main()

app/travel_resolver/libs/nlp/langage_detection/variables.py

@@ -0,0 +1,17 @@
+ENV_AUTH_KEY = "tor_deepl_api_key"
+
+SPECIAL_CHARS = "ñßãç"
+
+MAX_CHAR = 10000
+MIN_CHAR = 15
+
+FR = "FR"
+EN = "EN-GB"
+IT = "IT"
+ES = "ES"
+PT = "PT-PT"
+DE = "DE"
+
+TRAD_TARGETS = [EN, IT, ES, PT, DE]
+
+CORRESP_LANG = ["FR", "EN-GB", "IT", "ES", "PT-PT", "DE"]

app/travel_resolver/tests/langage_detection_test.py

@@ -0,0 +1,84 @@
+import unittest
+from travel_resolver.libs.nlp.langage_detection.extractor import (
+    extract_data_from_string,
+)
+
+
+class TestExtractor(unittest.TestCase):
+
+    def test_correct_extraction(self):
+        input = "aabccooeeeeyln"
+        result = extract_data_from_string(input)
+        self.assertEqual(
+            result,
+            [
+                25.0,
+                12.5,
+                25.0,
+                0.0,
+                50.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                12.5,
+                0.0,
+                12.5,
+                25.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                12.5,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+            ],
+        )
+
+        input2 = "aabccooeeeeylnñßãç"
+        result2 = extract_data_from_string(input2)
+        self.assertEqual(
+            result2,
+            [
+                16.67,
+                8.33,
+                16.67,
+                0.0,
+                33.33,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                8.33,
+                0.0,
+                8.33,
+                16.67,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                0.0,
+                8.33,
+                0.0,
+                5.56,
+                5.56,
+                5.56,
+                5.56,
+            ],
+        )

data/langage_detection/prompts/DE_prompts.csv

@@ -0,0 +1,172 @@
+"beno�t hamon, Herr Minister, dieser Text ist Ihr Projekt."
+dieser Kampf findet auf zwei Ebenen statt.
+nach und nach mobilisieren sie Mittel.
+"wenn es Einstimmigkeit dar�ber gibt, den Umfang zu erh�hen, werden wir das tun."
+in frankreich w�re der status quo inakzeptabel.
+"ein R�ckgang ist ein R�ckgang und ein Anstieg, selbst ein m��iger Anstieg, ist ein Anstieg."
+"dies umfasst insbesondere die Gemeinden, in denen einer der beiden Ehegatten seinen Wohnsitz hat."
+die Arbeitslosigkeit erreichte einen Rekordstand.
+"kann man dies tun, wenn dieser Grundsatz als Gegenst�ck zu einem anderen Grundsatz auf derselben Ebene kommt."
+m�ssen wir es wie ein neu entstehendes Feuer pflegen und begleiten.
+seit Monaten geht es mit der franz�sischen Viehzucht bergab.
+"diese Entscheidungen haben ein Ziel, eine Priorit�t: die Sicherung der Voraussetzungen f�r unsere Unabh�ngigkeit."
+wir werden nun die zuvor reservierten Artikel sechs bis acht pr�fen.
+aber diese Geschichte auf die Spitze zu treiben...
+"ich erlaube mir, auf diesen ersten n�tzlichen Effekt hinzuweisen."
+"der Generalberichterstatter antwortete mir, dass dies der Fall sei, da es keine anderslautende Bestimmung gibt."
+"wir wissen, dass es eine Reihe von Hemmnissen gibt."
+diese Datei wird in erster Linie die Suche nach Filialnetzwerken erleichtern.
+die Els�sser haben es faustdick hinter den Ohren.
+wie jeder Angeklagte muss auch f�r ihn die Unschuldsvermutung gelten.
+"Sie haben einen schweren Fehler begangen, Frau Ministerin!"
+"Sie erkl�ren dort n�mlich, dass es zu Rechtsstreitigkeiten gekommen ist."
+"liebe kollegen, der lyon-turin ist eine chance f�r den schutz der alpen..."
+"ich habe gesehen, dass der Kollege tourret um das Wort gebeten hat."
+einige k�nnten die Erstellung eines europ�ischen Wei�buchs vorgeschlagen haben.
+dieser Bewertungsauftrag bezieht sich nicht auf den Standort Hazebrouck.
+ich habe auch viel Nostalgie geh�rt.
+"sie arbeiten, sie tr�umen, sie leiden, sie lieben, genau wie ihre Landsleute."
+"verbergen Sie Ihre Freude, Herr Minister!"
+es muss eine ehrgeizige Politik f�r den Bau von Sozialwohnungen eingeleitet werden.
+die Gesamtheit der gro�en Verb�nde braucht die Unterst�tzung aller.
+"diese Regierung hat beschlossen, Marseille zu einer Priorit�t zu machen."
+sind die Abw�gungen umso wichtiger.
+ich bin Abgeordneter des Departements Haute-Garonne.
+"das Wort hat Herr fr�d�ric reiss, um den �nderungsantrag Nummer einundachtzig zu unterst�tzen."
+Drei Schl�gereien f�hrten in dieser Woche zu schweren Gewaltt�tigkeiten.
+"was auch ein wenig schmerzhaft ist, sind die Worte, die in dieser Debatte verwendet werden."
+dennoch m�ssen wir ganz klar voranschreiten.
+"ich habe meine Kollegen immer respektiert, wenn sie in der Opposition waren."
+am ersten Oktober zweitausendzw�lfhundertf�nfundsiebzig Prozent waren.
+dies hat ihre Funktionsf�higkeit in keiner Weise beeintr�chtigt.
+"das ""Messen mit zweierlei Ma�"" ist nicht mehr m�glich."
+so steht es in den geltenden Texten.
+legen Sie einen Schwellenwert von eintausendzweihundert Euro fest.
+"ehrlich gesagt, w�re die Debatte von ziemlich schlechter Qualit�t..."
+diese Bestimmung erf�llt den Zweck des Artikels.
+Diese beinhalten auch die Ehefreiheit.
+"das Wort hat Herr philippe bies f�r die Fraktion der Sozialisten, Republikaner und B�rger."
+"schlie�lich die Art und Weise, wie bertrand fragonard..."
+"welche Verschwendung, Frau Siegelbewahrerin!"
+er wird eine strikt auf technische Beratung beschr�nkte Rolle spielen.
+"ich teile Ihre Ansicht, dass es in diesem Bereich nie Gewissheit gibt."
+die vorgeschlagene Dauer betr�gt ein bis drei Jahre.
+"bravo an diejenigen, die diesen Artikel verfasst haben!"
+wir glauben weder an mechanische und automatische noch an blinde Gerechtigkeit.
+zun�chst betrachten wir den Kontext der Verhandlungen.
+die zweite H�lfte des Weges liegt noch vor uns.
+"in der Tat enthielt der urspr�ngliche Entwurf nur vier Artikel, die den �berseegebieten gewidmet waren."
+"Nun, ich habe es herausgeholt, und auch hier spielen wir mit der Transparenz."
+"frankreich steht still, die arbeitslosigkeit bricht alle rekorde."
+gewiss baute sie ihre Argumentation auf ihrem liberalen Ansatz auf...
+das Wort hat Frau Fran�oise Dubois.
+ich begr��e alle Kolleginnen und Kollegen f�r ihre Investitionen in diese Themen.
+haben wir die Fragestunde mit Fragen an die Regierung zu europ�ischen Themen beendet.
+Daraufhin wird die Plenarversammlung des Kassationsgerichts angerufen.
+handelt es sich um das g�tliche Verfahren.
+neun Millionen Menschen sind davon betroffen.
+"nach claude goasguen, nach christian jacob, frage ich Sie noch einmal."
+diese Realit�t betrifft mehr als drei Komma drei Millionen unserer Landsleute.
+es geht um die Versorgungssicherheit und die franz�sische Flagge.
+Sie hat diesen Kampf bis vor den Verfassungsrat getragen.
+"es ist vor allem eine gro�artige Gelegenheit, unseren Blick auf unsere �lteren Mitmenschen zu �ndern."
+"liebe Kolleginnen und Kollegen, ich schlage vor, dass sich alle wieder beruhigen."
+ich werde mich in meinen n�chsten Beitr�gen aus diesem Grund k�rzer fassen.
+die Frist von f�nfzehn Tagen ist es daher auch.
+"und ich habe in Ihren Worten eher den dringenden Wunsch versp�rt, diese Debatte fortzusetzen."
+die Rollen und Rechte aller Beteiligten m�ssen in der Tat besser geregelt werden.
+dies ist auf das Pariser Wahlverfahren zur�ckzuf�hren.
+das Wort hat Frau sophie ion.
+eine solche Entscheidung wird unsere Landsleute schockieren.
+zwei dieser riskanten Annahmen werden daher evakuiert.
+"dieser Grenzstein, er ist immer noch da."
+"das ist es, was bei dieser Namens�nderung auf dem Spiel steht und was gef�hrlich ist."
+von nun an muss sie dem Staat und der Sozialversicherung Vorsch�sse zahlen.
+"Sie waren die Erste, die gesagt hat, dass die Dinge in Kollegialit�t geschehen m�ssen."
+das Wort hat Herr christian jacob f�r eine Bemerkung zur Gesch�ftsordnung.
+kommen wir nun zum heutigen Gesetzentwurf.
+das Wort hat Herr jean-claude mathis.
+Sie kennen sich also gut mit diesen Themen aus.
+dreimal hintereinander eine Verdoppelung der Lehrlingsausbildung versprochen hat! dreimal ja.
+werde ich meine Ausf�hrungen um vier Ideen herum gliedern.
+Es handelt sich hierbei lediglich um eine politische Darstellung.
+die regionalen Sparkassen organisieren ihrerseits das Sparen.
+"wenn eine Regierung dies nicht tun w�rde, w�re dies immer noch ziemlich erb�rmlich."
+mein Tonfall wird sich ein wenig �ndern.
+"ja frankreich leidet, frankreich schimpft."
+drei �berlegungen scheinen mir zu diesem Thema wieder aufzutauchen.
+"einige hier, wie z. B. Herr Dominique Lefebvre, haben an den Debatten teilgenommen."
+"dies ist also ein Haushalt, in dem die Steuern erh�ht werden."
+dieses Thema besch�ftigt die Abgeordneten sehr.
+der Hohe Rat wird sich auf der Grundlage des Programmgesetzes �u�ern.
+"Nun, ja, wir m�ssen die Debatte nationalisieren."
+offensichtlich braucht der Europaabgeordnete eine lokale Verbundenheit.
+diese Quotenthese geh�rt in den Bereich der Fantasie.
+"mit dem Wort ""Pr�fekt"", das ist Ihr zweites Gimmick."
+das Wort hat Herr Yves Albarello.
+auch hier sind mehrere Fortschritte zu verzeichnen.
+"es �ndert nichts daran, dass unsere Abgeordneten inhaltlich in einem bestimmten Gebiet angesiedelt sein m�ssen."
+einige funktionieren mehr oder weniger gut.
+werde ich ihm eine ganz einfache Sache sagen.
+wir haben vorhin �ber Menschen mit Behinderungen und Senioren gesprochen.
+sie zwingt ihn nicht dazu.
+wir werden daher f�r dieses Haushaltskollektiv stimmen.
+in Bezug auf die europ�ische Au�enpolitik hat sich Kroatien bereits stark engagiert.
+"werden Sie es schon im Herbst h�ren, glauben Sie mir!"
+diese Projekte stehen in der Auflistung des Grenelle-Gesetzes an prominenter Stelle.
+"man kann nur hoffen, dass diese Garantie relativ schnell aufgehoben werden kann."
+es handelt sich nicht um ein Amalgam!
+Wasserkraft ist zun�chst einmal eine ganz eigene Energieform.
+"Fahrenden steht es frei, eine nomadische Lebensweise zu w�hlen."
+alle Kommissionsmitglieder trafen sich viele Stunden.
+diese jungen M�dchen brauchen Begleitung und Pr�vention.
+"was die Koh�renz betrifft, so werde ich mich kurz fassen, da sie so offensichtlich ist."
+das Datum des ersten Januar zweitausendvierzehn ist zu nah.
+"das Wort hat Herr yves foulon, um den �nderungsantrag Nummer sechshundertneunzehn zu unterst�tzen."
+wurde ich pers�nlich von zwei Tatsachen tief beeindruckt.
+wir haben bereits zahlreiche Warnungen erhalten.
+sie haben eine gro�artige Arbeit geleistet.
+"wir sind bereit, uns zu lieben!"
+sind wir bei drei�igtausend Arbeitslosen pro Monat.
+"es handelt sich um ein zentrales Anliegen der Regierung, die Ihre Sorgen teilt."
+das Wort hat Herr guy-michel chauveau.
+wer hat es auf europ�ischer Ebene initiiert?
+jeder ist nat�rlich f�r die Parit�t.
+hat sie den Lauf der Geschichte ver�ndert?
+"drei gro�e Probleme miteinander verwoben sind, die politischer, sicherheitspolitischer und humanit�rer Natur sind."
+"dann ja, die neutrale Packung ist eine notwendige Innovation."
+"ich freue mich darauf, Herr Minister."
+in china gibt es eine ganz bestimmte Geisel: den Wein.
+so spielt Marokko in der Libyen-Frage eine konstruktive Rolle.
+die eigentliche Schwierigkeit liegt in der verstrichenen Zeit.
+"dies entspricht einer Berufung, da die Arbeit im �ffentlichen Krankenhaus sehr schwierig ist."
+"w�re dies ein echtes Recht, wenn auch nur ein wenig aufgeschoben."
+schlie�lich erw�hnten Sie eine zu volle gesetzgeberische Agenda.
+kehre ich zum eigentlichen Thema zur�ck.
+auf welche Grundlage st�tzen Sie sich?
+wird sich f�r sie nichts �ndern.
+"das Gleiche gilt f�r Energie: Man kann sie nutzen, ohne in die Verschwendung zu gehen."
+"sie wollen dieses volk nicht h�ren, aber seine emp�rung steigt."
+"nat�rlich haben Sie Recht, es gibt rote Linien, und wir verteidigen sie auch."
+unser kollege jean launay hat ihn bereits verteidigt.
+"Gott sei Dank bin ich mir heute bewusst, dass das ein Vorteil ist."
+"ich wei�, dass Ihnen nichts Angst macht, aber dennoch sind die Mauern von bercy hoch."
+sprechen wir hier von der Normenhierarchie der Planungsdokumente.
+"jeder ist dazu berufen, aber in Fairness."
+"zahlreich und umfangreich, nicht alle konnten �bernommen werden."
+"Zitat: es ""bleibt also der Anteil Ausr�stung."""
+die position von jean-claude gaudin und der stadtverwaltung von marseille ist unmissverst�ndlich.
+"schlage ich daher mit diesem �nderungsantrag vor, die Vermittler in den Kreislauf einzubeziehen."
+eine Reihe von Beispielen wurden vorhin von unserem Kollegen gagnaire angef�hrt.
+frankreich verdient ein ganz anderes Projekt.
+dieser Kampf ist der Kampf einer ganzen Generation.
+"das Wort hat Herr philippe gomes, um den �nderungsantrag Nummer einhundertelf zu unterst�tzen."
+der Zufall ist hier die Begegnung mit einem Stalker...
+"ich sage es Ihnen so, wie ich es meine."
+wir werden zu gegebener Zeit dazu kommen.
+"diese neue Tranche wird absolut nichts bringen, ganz im Gegenteil."
+dieser Weg f�hrt meiner Meinung nach zum Totalitarismus.
+"im Grunde genommen, auf welchen Kurs vertrauten Sie zweitausenddreizehn?"
+ein Punkt wird automatisch zu zwei Punkten f�hren.
+sie kann sich der Solidarit�t ihrer europ�ischen Nachbarn nicht sicher sein.
+"kurz, es geht, es kommt!"

data/langage_detection/prompts/EN-GB_prompts.csv

@@ -0,0 +1,172 @@
+"beno�t hamon, minister, this text is your project."
+this battle is being waged on two levels.
+"little by little, they are mobilising resources."
+"If there is unanimous agreement to increase the volume, we will do so."
+"in france, the status quo would be unacceptable."
+"a fall is a fall and a rise, even a moderate rise, is a rise."
+This includes the municipalities in which either of the spouses resides.
+unemployment reached a record high.
+This can be done if the principle is a counterpart to another principle at the same level.
+we must nurture it like a budding fire and accompany it.
+French livestock farming has been in decline for months.
+"these choices have one objective, one priority: to ensure the conditions for our independence."
+we will now examine articles six to eight previously reserved.
+but that's no reason to make a big deal out of it...
+I'd like to highlight this first useful effect.
+"the general rapporteur replied that it would, in the absence of any provision to the contrary."
+we know that a number of obstacles exist.
+This file will make it easier to find supply chain networks.
+the people of Alsace have a way with ideas.
+"like any person under investigation, he must be presumed innocent."
+"A huge mistake, Minister!"
+you explain that there have been disputes.
+"dear colleagues, the lyon-turin is an opportunity to protect the alps..."
+I saw that our colleague Tourret had asked to speak.
+some have suggested drawing up a European white paper.
+this evaluation mission does not concern the hazebrouck site.
+I also heard a lot of nostalgia.
+"they work, they dream, they suffer, they love, just like their compatriots."
+"hide your joy, Minister!"
+ambitious social housing construction policies must be launched.
+All the major associations need everyone's support.
+this government has decided to make marseille a priority.
+the trade-offs are all the more important.
+i'm a member of parliament for haute-garonne.
+fr�d�ric reiss has the floor to support amendment number eighty-one.
+Three brawls this week resulted in serious violence.
+What's also a little distressing are the words used in this debate.
+"Nevertheless, we need to move forward very clearly."
+I have always respected my colleagues when they were in opposition.
+"two thousand, twelve and seventy-five per cent were."
+this has in no way prevented it from operating smoothly.
+Double standards are no longer an option.
+These are the texts in force.
+you set the threshold at one thousand two hundred euros.
+"frankly, the debate would be of rather mediocre quality..."
+this provision meets the objective of the article.
+These include the freedom to marry.
+"philippe bies, on behalf of the socialist, republican and civic-minded group."
+"finally, the way in which bertrand fragonard was implicated..."
+"What a waste, Madam Justice Minister!"
+its role will be strictly limited to technical advice.
+I share your view that there is never any certainty in this area.
+The proposed duration is one to three years.
+well done to those who wrote this article!
+"we don't believe in mechanical, automatic justice or blind justice."
+"First of all, let's look at the context of the negotiations."
+the second half of the journey still lies ahead.
+"In fact, the initial draft only contained four articles devoted to overseas France."
+"Well, I've got it out, and we're being transparent here too."
+"france is at a standstill, with record unemployment."
+"Of course, she has built her argument on her liberal approach..."
+fran�oise dubois has the floor.
+I salute all my colleagues for their commitment to these issues.
+we have finished the government question time on European issues.
+"Following this, the case was referred to the plenary session of the Court of Cassation."
+this is the amicable procedure.
+nine million people are affected by this.
+"after claude goasguen, after christian jacob, i ask you the question again."
+this reality affects more than three point three million of our compatriots.
+it's about security of supply and the French flag.
+she took this battle all the way to the Constitutional Council.
+"Above all, it's a fantastic opportunity to change the way we look at our elders."
+"Ladies and gentlemen, I suggest that everyone calm down."
+I will therefore be briefer in my next comments.
+so is the fifteen-day period.
+and I rather sensed in your comments a pressing desire to continue this debate.
+the roles and rights of each party need to be better defined.
+This is due to the Parisian voting system.
+sophie ion has the floor.
+such a decision will shock our compatriots.
+Two of these risky hypotheses have therefore been eliminated.
+This bollard is still there.
+"This is what is at stake, and what is dangerous, with this name change."
+"from now on, it will have to make advances to the state and social security."
+you were the first to say that things should be done collegially.
+christian jacob on a point of order.
+Let's move on to today's bill.
+jean-claude mathis has the floor.
+so you know these subjects well.
+"three times in a row, he promised to double apprenticeships! three times yes."
+I'll focus on four ideas.
+it is nothing more than political posturing.
+the regional savings banks organise savings.
+"If a government didn't do that, it would be pretty pathetic."
+my tone is going to change a little.
+"yes, france is suffering, france is rumbling."
+I have three thoughts on this subject.
+"some of us, like mr dominique lefebvre, took part in the debates."
+So this is a budget with higher taxes.
+This is a subject of great concern to MPs.
+the High Council will express its views on the basis of the programming law.
+"Well, yes, we need to nationalise the debate."
+"Clearly, MEPs need a local connection."
+the quota argument is a fantasy.
+"with the word ""prefect"", that's your second gimmick."
+yves albarello has the floor.
+"Here too, a number of advances have been made."
+"The fact remains that, in essence, our MPs must be part of a territory."
+some work more or less well.
+I'll tell him something very simple.
+We spoke earlier about disabled people and senior citizens.
+it does not impose it.
+We will therefore be voting in favour of this collective budget.
+Croatia is already heavily involved in European foreign policy.
+"You'll be hearing it in the autumn, believe me!"
+these projects feature prominently in the Grenelle law listing.
+It is to be hoped that this guarantee can be lifted fairly quickly.
+it's not an amalgam!
+"First and foremost, hydropower is an energy in a class of its own."
+Travellers are free to choose a nomadic lifestyle.
+all the commissioners met for many hours.
+these young girls need support and prevention.
+"As far as consistency is concerned, I'll be brief because it's so obvious."
+the date of the first of January two thousand and fourteen is too close.
+I call Mr Yves Foulon to support amendment number six hundred and nineteen.
+I was personally deeply affected by two events.
+we've already had numerous alerts.
+they've done a fantastic job.
+we're ready to love each other!
+we have thirty thousand people unemployed every month.
+"This is a key concern for the government, which shares your concerns."
+the floor is given to mr guy-michel chauveau.
+who launched it at European level?
+"everyone is, of course, in favour of parity."
+changed the course of history?
+"There are three major intertwined problems: political, security and humanitarian."
+"so yes, the plain packet is a necessary innovation."
+"I'm delighted, Minister."
+"in china, wine is the perfect hostage."
+Morocco is playing a constructive role in the Libyan issue.
+the real difficulty lies in the time that elapses.
+"it's a vocation, given the difficulty of working in a public hospital."
+"it would be a real right, even if it was slightly delayed."
+"Finally, you mentioned an overloaded legislative agenda."
+I'll come back to the subject in hand.
+What are you basing this on?
+it won't change anything for them.
+it's the same for energy: we can make the most of it without wasting it.
+"You don't want to hear the people, but their indignation is rising."
+"Of course, you're right, there are red lines, and we defend them too."
+our colleague jean launay has already defended it.
+"Thank God, today I'm aware that this is an advantage."
+"I know that nothing scares you, but the walls of Bercy are high."
+We are talking here about the hierarchy of standards for town planning documents.
+"everyone is called to it, but in fairness."
+"There were so many and so much to choose from, not all of them could be included."
+"and I quote: ""that leaves the equipment part""."
+the position of jean-claude gaudin and marseille town hall is unambiguous.
+"With this amendment, I therefore propose to bring intermediaries into the loop."
+A number of examples were given earlier by our colleague Mr Gagnaire.
+france deserves a completely different project.
+this battle is the battle of an entire generation.
+philippe gomes has the floor to support amendment number one hundred and eleven.
+"In this case, the chance meeting with a stalker..."
+I'm telling you what I think.
+we'll get to that in due course.
+this new tranche will do absolutely nothing - quite the opposite.
+"This path, in my opinion, leads to totalitarianism."
+"So, basically, what course are you relying on in two thousand and thirteen?"
+one point will automatically give rise to two points.
+it is not assured of the solidarity of its European neighbours.
+"in short, it's coming and going!"

data/langage_detection/prompts/ES_prompts.csv

@@ -0,0 +1,172 @@
+"beno�t hamon, ministro, este texto es su proyecto."
+esta batalla se libra a dos niveles.
+"Poco a poco, van movilizando recursos."
+"Si hay acuerdo un�nime para aumentar el volumen, lo haremos."
+"en francia, el statu quo ser�a inaceptable."
+"una ca�da es una ca�da y una subida, incluso moderada, es una subida."
+Esto incluye los municipios en los que reside cualquiera de los c�nyuges.
+El desempleo alcanz� una cifra r�cord.
+Esto puede hacerse si el principio es una contrapartida de otro principio del mismo nivel.
+debemos alimentarlo como un fuego incipiente y acompa�arlo.
+La ganader�a francesa est� en declive desde hace meses.
+"estas elecciones tienen un objetivo, una prioridad: garantizar las condiciones de nuestra independencia."
+a continuaci�n examinaremos los art�culos seis a ocho previamente reservados.
+pero eso no es motivo para darle importancia...
+Me gustar�a destacar este primer efecto �til.
+"el ponente general respondi� que s�, a falta de disposici�n en contrario."
+sabemos que existen varios obst�culos.
+Este archivo facilitar� la b�squeda de redes de cadenas de suministro.
+la gente de Alsacia tiene facilidad para las ideas.
+"como cualquier persona investigada, debe presumirse su inocencia."
+"�Un gran error, Ministro!"
+explicas que ha habido disputas.
+"estimados colegas, el lyon-turin es una oportunidad para proteger los alpes..."
+Vi que nuestro colega Tourret hab�a pedido la palabra.
+Algunos han sugerido elaborar un Libro Blanco europeo.
+esta misi�n de evaluaci�n no se refiere al emplazamiento de hazebrouck.
+Tambi�n o� mucha nostalgia.
+"trabajan, sue�an, sufren, aman, igual que sus compatriotas."
+"�esconde tu alegr�a, ministro!"
+Hay que poner en marcha pol�ticas ambiciosas de construcci�n de viviendas sociales.
+Todas las grandes asociaciones necesitan el apoyo de todos.
+este gobierno ha decidido hacer de marsella una prioridad.
+las compensaciones son a�n m�s importantes.
+soy diputado por haute-garonne.
+fr�d�ric reiss tiene la palabra para apoyar la enmienda n�mero ochenta y uno.
+Esta semana se han producido tres reyertas que han desembocado en graves actos de violencia.
+Lo que tambi�n es un poco penoso son las palabras utilizadas en este debate.
+"No obstante, debemos avanzar con toda claridad."
+Siempre he respetado a mis colegas cuando estaban en la oposici�n.
+dos mil doce y setenta y cinco por ciento lo eran.
+esto no ha impedido en absoluto su buen funcionamiento.
+El doble rasero ya no es una opci�n.
+Estos son los textos vigentes.
+fijas el umbral en mil doscientos euros.
+"francamente, el debate ser�a de una calidad bastante mediocre..."
+esta disposici�n cumple el objetivo del art�culo.
+"Entre ellas, la libertad de contraer matrimonio."
+"philippe bies, en nombre del grupo socialista, republicano y c�vico."
+"por �ltimo, la forma en que bertrand fragonard se implic�..."
+"�Qu� desperdicio, se�ora Ministra de Justicia!"
+su papel se limitar� estrictamente al asesoramiento t�cnico.
+Comparto su opini�n de que nunca hay certeza en este �mbito.
+La duraci�n propuesta es de uno a tres a�os.
+�enhorabuena a los autores de este art�culo!
+"no creemos en la justicia mec�nica, autom�tica o ciega."
+"En primer lugar, veamos el contexto de las negociaciones."
+a�n queda por delante la segunda mitad del viaje.
+"De hecho, el proyecto inicial s�lo conten�a cuatro art�culos dedicados a la Francia de ultramar."
+"Bueno, lo he sacado, y aqu� tambi�n estamos siendo transparentes."
+"francia est� en punto muerto, con un desempleo r�cord."
+"Por supuesto, ha construido su argumento sobre su enfoque liberal..."
+fran�oise dubois tiene la palabra.
+Saludo a todos mis colegas por su compromiso con estas cuestiones.
+Hemos terminado el turno de preguntas al Gobierno sobre cuestiones europeas.
+"A continuaci�n, el asunto se remiti� al pleno del Tribunal de Casaci�n."
+este es el procedimiento amistoso.
+nueve millones de personas se ven afectadas.
+"despu�s de claude goasguen, despu�s de christian jacob, le vuelvo a hacer la pregunta."
+esta realidad afecta a m�s de tres coma tres millones de nuestros compatriotas.
+se trata de la seguridad del abastecimiento y de la bandera francesa.
+llev� esta batalla hasta el Consejo Constitucional.
+"Sobre todo, es una oportunidad fant�stica para cambiar la forma en que vemos a nuestros mayores."
+"Se�oras y se�ores, sugiero que todo el mundo se calme."
+"Por lo tanto, ser� m�s breve en mis pr�ximos comentarios."
+tambi�n el plazo de quince d�as.
+y m�s bien percib� en sus comentarios un deseo apremiante de continuar este debate.
+Es necesario definir mejor las funciones y los derechos de cada parte.
+Esto se debe al sistema de votaci�n parisino.
+sophie ion tiene la palabra.
+tal decisi�n conmocionar� a nuestros compatriotas.
+"Por lo tanto, se han eliminado dos de estas hip�tesis arriesgadas."
+Este bolardo sigue ah�.
+"eso es lo que est� en juego, y lo peligroso, con este cambio de nombre."
+"A partir de ahora, tendr� que hacer anticipos al Estado y a la Seguridad Social."
+usted fue el primero en decir que las cosas deben hacerse de forma colegiada.
+christian jacob sobre una cuesti�n de orden.
+Pasemos al proyecto de ley de hoy.
+jean-claude mathis tiene la palabra.
+as� que conoce bien estos temas.
+Tres veces seguidas prometi� duplicar los aprendizajes. Tres veces s�.
+Me centrar� en cuatro ideas.
+no es m�s que una pose pol�tica.
+las cajas regionales organizan el ahorro.
+"Si un gobierno no hiciera eso, ser�a bastante pat�tico."
+mi tono va a cambiar un poco.
+"s�, francia sufre, francia retumba."
+Tengo tres ideas sobre este tema.
+"algunos de nosotros, como el sr. dominique lefebvre, participamos en los debates."
+As� que este es un presupuesto con impuestos m�s altos.
+Se trata de un tema que preocupa mucho a los diputados.
+el Consejo Superior se pronunciar� sobre la base de la ley de programaci�n.
+"Pues s�, hay que nacionalizar el debate."
+Est� claro que los eurodiputados necesitan una conexi�n local.
+el argumento de las cuotas es una fantas�a.
+"con la palabra ""prefecto"", ese es tu segundo truco."
+yves albarello tiene la palabra.
+Tambi�n en este �mbito se han logrado algunos avances.
+"El hecho es que, en esencia, nuestros diputados deben formar parte de un territorio."
+algunos funcionan m�s o menos bien.
+Le dir� algo muy sencillo.
+Antes hemos hablado de los discapacitados y las personas mayores.
+no la impone.
+"Por tanto, votaremos a favor de este presupuesto colectivo."
+Croacia ya est� muy implicada en la pol�tica exterior europea.
+"Lo escuchar�s en oto�o, �cr�eme!"
+estos proyectos ocupan un lugar destacado en la lista de la ley Grenelle.
+Es de esperar que esta garant�a pueda levantarse con bastante rapidez.
+�no es una amalgama!
+"En primer lugar, la energ�a hidroel�ctrica es una energ�a �nica."
+Los viajeros son libres de elegir un estilo de vida n�mada.
+todos los comisarios se reunieron durante muchas horas.
+estas j�venes necesitan apoyo y prevenci�n.
+"En cuanto a la coherencia, ser� breve porque es muy evidente."
+la fecha del primero de enero de dos mil catorce es demasiado cercana.
+Tiene la palabra el Sr. Yves Foulon para apoyar la enmienda n�mero seiscientos diecinueve.
+Personalmente me afectaron profundamente dos acontecimientos.
+ya hemos recibido numerosas alertas.
+han hecho un trabajo fant�stico.
+estamos listos para amarnos
+tenemos treinta mil parados cada mes.
+"Se trata de una preocupaci�n clave para el Gobierno, que comparte sus inquietudes."
+se concede la palabra al sr. guy-michel chauveau.
+�qui�n lo lanz� a nivel europeo?
+"Todo el mundo est�, por supuesto, a favor de la paridad."
+cambi� el curso de la historia?
+"Hay tres grandes problemas entrelazados: pol�tico, de seguridad y humanitario."
+"as� que s�, el paquete sencillo es una innovaci�n necesaria."
+"Estoy encantado, Ministro."
+"en china, el vino es el reh�n perfecto."
+Marruecos desempe�a un papel constructivo en la cuesti�n libia.
+la verdadera dificultad reside en el tiempo que transcurre.
+"es una vocaci�n, dada la dificultad de trabajar en un hospital p�blico."
+"ser�a un verdadero derecho, aunque se retrasara un poco."
+"Por �ltimo, ha mencionado una agenda legislativa sobrecargada."
+Volver� al tema que nos ocupa.
+�En qu� te basas?
+no cambiar� nada para ellos.
+Lo mismo ocurre con la energ�a: podemos aprovecharla al m�ximo sin derrocharla.
+"No quieres o�r a la gente, pero su indignaci�n va en aumento."
+"Por supuesto, tienes raz�n, hay l�neas rojas, y tambi�n las defendemos."
+nuestro colega jean launay ya lo ha defendido.
+"Gracias a Dios, hoy soy consciente de que esto es una ventaja."
+"S� que nada te asusta, pero los muros de Bercy son altos."
+Estamos hablando de la jerarqu�a de normas de los documentos urban�sticos.
+"todo el mundo est� llamado a ello, pero en justicia."
+Hab�a tantos y tantos para elegir que no se pod�an incluir todos.
+"y cito: ""queda la parte del equipamiento""."
+la posici�n de jean-claude gaudin y del ayuntamiento de marsella es inequ�voca.
+"Por tanto, con esta enmienda propongo que se incluya a los intermediarios."
+"Nuestro colega, el Sr. Gagnaire, ha dado antes varios ejemplos."
+francia se merece un proyecto completamente diferente.
+esta batalla es la batalla de toda una generaci�n.
+philippe gomes tiene la palabra para apoyar la enmienda ciento once.
+"En este caso, el encuentro fortuito con un acosador..."
+Te digo lo que pienso.
+llegaremos a eso a su debido tiempo.
+"este nuevo tramo no har� absolutamente nada, sino todo lo contrario."
+"Este camino, en mi opini�n, conduce al totalitarismo."
+"As� que, b�sicamente, �en qu� curso te basas en dos mil trece?"
+un punto dar� lugar autom�ticamente a dos puntos.
+no tiene asegurada la solidaridad de sus vecinos europeos.
+"en resumen, �va y viene!"

data/langage_detection/prompts/FR_prompts.csv

@@ -0,0 +1,172 @@
+"beno�t hamon, monsieur le ministre, ce texte, c�est votre projet."
+cette lutte se situe � deux niveaux.
+"peu � peu, ils mobilisent des moyens."
+"s�il y a unanimit� pour augmenter le volume, nous le ferons."
+"en france, c�est le statu quo qui serait inacceptable."
+"une baisse est une baisse et une hausse, m�me mod�r�e, est une hausse."
+cela inclut notamment les communes de r�sidence de l�un ou l�autre des �poux.
+le ch�mage a atteint un niveau record.
+on peut le faire si ce principe vient en contrepartie d�un autre principe de m�me niveau.
+nous devons l�entretenir comme un feu naissant et l�accompagner.
+"depuis des mois, l��levage fran�ais p�riclite."
+"ces choix ont un objectif, une priorit� : assurer les conditions de notre ind�pendance."
+nous allons maintenant examiner les articles six � huit pr�c�demment r�serv�s.
+mais de l� � monter cette histoire en �pingle�
+je me permets de souligner ce premier effet utile.
+"le rapporteur g�n�ral m�a r�pondu que oui, en l�absence de disposition contraire."
+nous savons qu�un certain nombre de freins existent.
+ce fichier facilitera principalement la recherche des r�seaux de fili�re.
+les alsaciens ont de la suite dans les id�es.
+"comme tout mis en examen, il doit b�n�ficier d�une pr�somption d�innocence."
+"lourde erreur, madame la ministre !"
+vous y expliquez en effet que des contentieux ont eu lieu.
+"chers coll�gues, le lyon-turin est une chance pour la protection des alpes�"
+j�ai vu que notre coll�gue tourret avait demand� la parole.
+certains ont pu sugg�rer la r�daction d�un livre blanc europ�en.
+cette mission d��valuation ne concerne pas le site d�hazebrouck.
+j�ai entendu aussi beaucoup de nostalgie.
+"ils travaillent, ils r�vent, ils souffrent, ils aiment, tout comme leurs compatriotes."
+"cachez votre joie, monsieur le ministre !"
+il faut lancer des politiques ambitieuses de construction de logements sociaux.
+l�ensemble des grandes associations ont besoin du soutien de tous.
+ce gouvernement a d�cid� de faire de marseille une priorit�.
+les arbitrages sont d�autant plus importants.
+je suis d�put� de la haute-garonne.
+"la parole est � monsieur fr�d�ric reiss, pour soutenir l�amendement num�ro quatre-vingt un."
+"trois rixes ont, cette semaine, entra�n� des violences graves."
+"ce qui est aussi un peu p�nible, ce sont les mots utilis�s dans ce d�bat."
+"il n�emp�che, il faut que nous avancions tr�s clairement."
+j�ai toujours respect� mes coll�gues quand ils �taient dans l�opposition.
+au premier octobre deux mille douze soixante quinze pour cent l��taient.
+cela n�a nullement emp�ch� son bon fonctionnement.
+"le � deux poids, deux mesures �, ce n�est plus possible."
+ce sont les textes en vigueur qui le disent.
+vous fixez un seuil � mille deux cents euros.
+"franchement, le d�bat serait d�assez m�diocre qualit�"
+cette disposition r�pond � l�objectif vis� par l�article.
+"or, ceux-ci incluent la libert� du mariage."
+"la parole est � monsieur philippe bies, pour le groupe socialiste, r�publicain et citoyen."
+"enfin, la fa�on dont a �t� mis en cause bertrand fragonard�"
+"quelle gabegie, madame la garde des sceaux !"
+il jouera un r�le strictement limit� au conseil technique.
+je partage votre avis selon lequel il n�y a jamais de certitude en la mati�re.
+la dur�e propos�e est de un � trois ans.
+bravo � ceux qui ont r�dig� cet article !
+"nous ne croyons ni � la justice m�canique et automatique, ni � la justice � l�aveugle."
+"tout d�abord, examinons le contexte de la n�gociation."
+la seconde moiti� du chemin reste � parcourir.
+"en effet, le projet initial ne comportait que quatre articles consacr�s aux outre-mer."
+"eh bien, moi je l�ai sorti, et l� aussi, nous jouons la transparence."
+"la france est � l'arr�t, le ch�mage bat des records."
+"certes, elle a b�ti son argumentation sur son approche lib�rale�"
+la parole est � madame fran�oise dubois.
+je salue l�ensemble des coll�gues pour leur investissement sur ces questions.
+nous avons termin� la s�ance des questions au gouvernement sur des sujets europ�ens.
+"suite � cela, l�assembl�e pl�ni�re de la cour de cassation est saisie."
+il s�agit de la proc�dure amiable.
+neuf millions de personnes sont concern�es par cela.
+"apr�s claude goasguen, apr�s christian jacob, je vous repose la question."
+cette r�alit� touche plus de trois virgule trois millions de nos compatriotes.
+il s�agit de la s�curit� de l�approvisionnement et du pavillon fran�ais.
+elle a port� cette bataille jusque devant le conseil constitutionnel.
+c�est surtout une formidable occasion de changer notre regard sur nos a�n�s.
+"chers coll�gues, je sugg�re que chacun retrouve son calme."
+"je serai, de ce fait, plus bref lors de mes prochaines interventions."
+le d�lai de quinze jours l�est donc �galement.
+et j�ai plut�t senti dans vos propos une envie pressante de continuer ce d�bat.
+les r�les et les droits de chacun doivent en effet �tre mieux encadr�s.
+cela est d� au mode de scrutin parisien.
+la parole est � madame sophie ion.
+une telle d�cision choquera nos compatriotes.
+deux de ces hypoth�ses risqu�es sont donc �vacu�es.
+"cette borne, elle est toujours l�."
+"c�est bien cela qui est en jeu, et qui est dangereux, avec ce changement de nom."
+d�sormais elle devra faire des avances � l��tat et � la s�curit� sociale.
+vous avez �t� la premi�re � dire que les choses doivent se faire dans la coll�gialit�.
+la parole est � monsieur christian jacob pour un rappel au r�glement.
+venons-en au projet de loi de ce jour.
+la parole est � monsieur jean-claude mathis.
+vous connaissez donc bien ces sujets.
+"trois fois de suite, il a promis un doublement de l�apprentissage ! trois fois oui."
+j�articulerai mon propos autour de quatre id�es.
+il ne rel�ve que de l�affichage politicien.
+"les caisses r�gionales d��pargne organisent, quant � elles, l��pargne."
+"si un gouvernement ne faisait pas cela, ce serait tout de m�me assez pitoyable."
+mon ton va changer un peu.
+"oui la france souffre, la france gronde."
+trois r�flexions me semblent revenir sur ce sujet.
+"certains ici, comme monsieur dominique lefebvre, ont particip� aux d�bats."
+voil� donc un budget o� les imp�ts sont alourdis.
+ce sujet pr�occupe beaucoup les d�put�s.
+le haut conseil s�exprimera � partir de la loi de programmation.
+"eh bien oui, nous avons besoin de nationaliser le d�bat."
+"� l��vidence, il faut au d�put� europ�en un attachement local."
+cette th�se des quotas rel�ve du fantasme.
+"avec le mot � pr�fet �, c�est votre deuxi�me gimmick."
+la parole est � monsieur yves albarello.
+"l� aussi, on note plusieurs avanc�es."
+"il n�emp�che que, sur le fond, nos d�put�s doivent �tre inscrits dans un territoire."
+certains fonctionnent plus ou moins bien.
+je lui dirai une chose tr�s simple.
+on a parl� tout � l�heure des personnes handicap�es et des seniors.
+elle ne le lui impose pas.
+nous voterons donc ce collectif budg�taire.
+"concernant la politique �trang�re europ�enne, la croatie s�est d�j� fortement investie."
+"vous l�entendrez d�s l�automne, croyez-moi !"
+ces projets figurent en bonne place dans le listing de la loi grenelle.
+on ose esp�rer que cette garantie pourra assez vite �tre lev�e.
+il ne s�agit pas d�un amalgame !
+"l�hydro�lectricit� est, tout d�abord, une �nergie � part."
+les gens du voyage sont libres de choisir un mode de vie nomade.
+l�ensemble des commissaires se sont r�unis de nombreuses heures.
+ces jeunes filles ont besoin d�un accompagnement et d�une pr�vention.
+"s�agissant de la coh�rence, je serai bref tant elle est �vidente."
+la date du premier janvier deux mille quatorze est trop proche.
+"la parole est � monsieur yves foulon, pour soutenir l�amendement num�ro six cents dix-neuf."
+"j�ai �t�, � titre personnel, profond�ment marqu�e par deux faits."
+nous avons d�j� eu de nombreuses alertes.
+ils ont fait un travail formidable.
+nous sommes pr�ts � nous aimer !
+nous en sommes � trente mille ch�meurs par mois.
+"il s�agit d�une pr�occupation centrale pour le gouvernement, qui partage vos inqui�tudes."
+la parole est � monsieur guy-michel chauveau.
+qui l�a lanc� au plan europ�en ?
+"chacun est, bien entendu, favorable � la parit�."
+a-t-elle chang� le cours de l�histoire ?
+"trois grands probl�mes s�entrem�lent, de nature politique, s�curitaire et humanitaire."
+"alors oui, le paquet neutre est une innovation n�cessaire."
+"je m�en r�jouis, monsieur le ministre."
+"en chine, il y a un otage tout trouv� : c�est le vin."
+"ainsi, dans le dossier libyen, le maroc joue un r�le constructif."
+la vraie difficult� tient au d�lai qui s��coule.
+"cela correspond � une vocation, vu la difficult� du travail � l�h�pital public."
+"ce serait un v�ritable droit, fut-il un peu diff�r�."
+"enfin, vous avez mentionn� un agenda l�gislatif trop rempli."
+je reviens au sujet qui nous occupe.
+sur quelle base vous fondez-vous ?
+cela ne changera rien pour eux.
+c�est pareil pour l��nergie : on peut en profiter sans aller vers le gaspillage.
+"vous ne voulez pas entendre ce peuple, mais son indignation monte."
+"bien s�r, vous avez raison, il y a des lignes rouges, et nous les d�fendons aussi."
+notre coll�gue jean launay l�a d�j� d�fendu.
+"dieu merci, aujourd�hui je suis consciente que c�est un avantage."
+"je sais que rien ne vous effraie, mais il n�emp�che que les murs de bercy sont hauts."
+nous parlons ici de la hi�rarchie des normes des documents d�urbanisme.
+"chacun y est appel�, mais dans l��quit�."
+"nombreuses et foisonnantes, toutes n�ont pu �tre reprises."
+je le cite : il � reste donc la part �quipement. �
+la position de jean-claude gaudin et de la mairie de marseille est sans ambigu�t�.
+"je propose donc, � travers cet amendement, de mettre les interm�diaires dans la boucle."
+un certain nombre d�exemples ont �t� pris par notre coll�gue gagnaire tout � l�heure.
+la france m�rite un tout autre projet.
+cette bataille est celle de toute une g�n�ration.
+"la parole est � monsieur philippe gomes, pour soutenir l'amendement num�ro cent onze."
+"le hasard, ici, c�est la rencontre avec un harceleur�"
+je vous le dis comme je le pense.
+nous y viendrons en temps et en heure.
+"cette nouvelle tranche n�apportera strictement rien, bien au contraire."
+"ce chemin, � mes yeux, m�ne au totalitarisme."
+"au fond, � quel cap vous fiez-vous en deux mille treize ?"
+un point donnera automatiquement lieu � deux points.
+elle n�est pas assur�e de la solidarit� de ses voisins europ�ens.
+"bref, �a va, �a vient !"

data/langage_detection/prompts/IT_prompts.csv

@@ -0,0 +1,172 @@
+"beno�t hamon, ministro, questo testo � il suo progetto."
+questa battaglia si svolge su due livelli.
+"A poco a poco, stanno mobilitando le risorse."
+"Se c'� un accordo unanime per aumentare il volume, lo faremo."
+"in Francia, lo status quo sarebbe inaccettabile."
+"una caduta � una caduta e un aumento, anche moderato, � un aumento."
+Sono compresi i comuni in cui risiede uno dei due coniugi.
+la disoccupazione ha raggiunto un livello record.
+Questo pu� essere fatto se il principio � una controparte di un altro principio allo stesso livello.
+dobbiamo alimentarlo come un fuoco in erba e accompagnarlo.
+L'allevamento francese � in declino da mesi.
+"queste scelte hanno un obiettivo, una priorit�: garantire le condizioni per la nostra indipendenza."
+esamineremo ora gli articoli da sei a otto precedentemente riservati.
+ma non c'� motivo di farne un dramma...
+Vorrei sottolineare questo primo effetto utile.
+"il relatore generale ha risposto che lo far�, in assenza di disposizioni contrarie."
+sappiamo che esistono diversi ostacoli.
+Questo file faciliter� la ricerca di reti di filiera.
+gli abitanti dell'Alsazia hanno un modo tutto loro di avere idee.
+"come qualsiasi persona indagata, deve essere presunto innocente."
+"Un errore madornale, Ministro!"
+spiegate che ci sono state delle controversie.
+"cari colleghi, la lione-torino � un'opportunit� per proteggere le alpi..."
+Ho visto che il nostro collega Tourret aveva chiesto di parlare.
+Alcuni hanno suggerito di redigere un libro bianco europeo.
+questa missione di valutazione non riguarda il sito di hazebrouck.
+Ho sentito anche molta nostalgia.
+"lavorano, sognano, soffrono, amano, proprio come i loro compatrioti."
+"Nascondi la tua gioia, Ministro!"
+� necessario avviare politiche ambiziose di costruzione di alloggi sociali.
+Tutte le principali associazioni hanno bisogno del sostegno di tutti.
+questo governo ha deciso di fare di Marsiglia una priorit�.
+i compromessi sono ancora pi� importanti.
+Sono un deputato della Haute-Garonne.
+Fr�d�ric Reiss ha la parola per sostenere l'emendamento numero ottantuno.
+Questa settimana tre risse sono sfociate in gravi violenze.
+Ci� che � un po' angosciante sono anche le parole usate in questo dibattito.
+"Ciononostante, dobbiamo procedere in modo molto chiaro."
+Ho sempre rispettato i miei colleghi quando erano all'opposizione.
+"duemila, dodici e settantacinque per cento."
+questo non ha impedito in alcun modo il suo funzionamento regolare.
+Due pesi e due misure non sono pi� un'opzione.
+Questi sono i testi in vigore.
+si fissa la soglia a milleduecento euro.
+"francamente, il dibattito sarebbe di qualit� piuttosto mediocre..."
+questa disposizione risponde all'obiettivo dell'articolo.
+Tra questi c'� la libert� di sposarsi.
+"philippe bies, a nome del gruppo socialista, repubblicano e civico."
+"infine, il modo in cui bertrand fragonard � stato coinvolto..."
+"Che spreco, signora Ministro della Giustizia!"
+il suo ruolo sar� strettamente limitato alla consulenza tecnica.
+Condivido la sua opinione che non c'� mai certezza in questo campo.
+La durata proposta � da uno a tre anni.
+complimenti a chi ha scritto questo articolo!
+"non crediamo nella giustizia meccanica, automatica o cieca."
+"Prima di tutto, analizziamo il contesto dei negoziati."
+la seconda met� del viaggio � ancora in corso.
+"In realt�, la bozza iniziale conteneva solo quattro articoli dedicati alla Francia d'oltremare."
+"Beh, l'ho tirato fuori e anche qui siamo trasparenti."
+"la francia � in stallo, con una disoccupazione record."
+"Naturalmente, ha costruito la sua argomentazione sul suo approccio liberale..."
+La parola a Fran�oise Dubois.
+Saluto tutti i miei colleghi per il loro impegno su questi temi.
+abbiamo terminato il question time del governo sulle questioni europee.
+"In seguito, il caso � stato deferito alla sessione plenaria della Corte di Cassazione."
+questa � la procedura amichevole.
+nove milioni di persone sono colpite da questo problema.
+"dopo claude goasguen, dopo christian jacob, le ripropongo la domanda."
+questa realt� riguarda pi� di tre milioni e trecentomila nostri connazionali.
+si tratta della sicurezza degli approvvigionamenti e della bandiera francese.
+ha portato questa battaglia fino al Consiglio costituzionale.
+"Soprattutto, � una fantastica opportunit� per cambiare il modo in cui guardiamo i nostri anziani."
+"Signore e signori, suggerisco a tutti di calmarsi."
+Sar� quindi pi� breve nei miei prossimi commenti.
+anche il periodo di quindici giorni.
+e ho percepito nei vostri commenti un desiderio pressante di continuare questo dibattito.
+i ruoli e i diritti di ciascuna parte devono essere meglio definiti.
+Ci� � dovuto al sistema di voto parigino.
+La parola a Sophie Ion.
+una tale decisione sconvolger� i nostri compatrioti.
+Due di queste ipotesi rischiose sono state quindi eliminate.
+Questo dissuasore � ancora l�.
+"� questa la posta in gioco, e il pericolo, di questo cambio di nome."
+d'ora in poi dovr� versare anticipi allo Stato e alla previdenza sociale.
+lei � stato il primo a dire che le cose vanno fatte collegialmente.
+Christian Jacob per una mozione d'ordine.
+Passiamo alla proposta di legge di oggi.
+La parola a Jean-Claude Mathis.
+quindi conoscete bene questi argomenti.
+Per tre volte di seguito ha promesso di raddoppiare gli apprendistati! Per tre volte s�.
+Mi concentrer� su quattro idee.
+non � altro che un atteggiamento politico.
+le casse di risparmio regionali organizzano i risparmi.
+"Se un governo non lo facesse, sarebbe piuttosto patetico."
+il mio tono cambier� un po'.
+"S�, la Francia sta soffrendo, la Francia � in fermento."
+Ho tre riflessioni su questo argomento.
+"Alcuni di noi, come dominique lefebvre, hanno partecipato ai dibattiti."
+Si tratta quindi di un bilancio con tasse pi� alte.
+Si tratta di un argomento che preoccupa molto i parlamentari.
+l'Alto Consiglio si esprimer� sulla base della legge di programmazione.
+"Ebbene, s�, dobbiamo nazionalizzare il dibattito."
+� chiaro che gli eurodeputati hanno bisogno di un collegamento locale.
+l'argomento delle quote � una fantasia.
+"con la parola ""prefetto"", questo � il vostro secondo espediente."
+La parola a yves albarello.
+Anche in questo caso sono stati fatti diversi passi avanti.
+"Resta il fatto che, in sostanza, i nostri parlamentari devono far parte di un territorio."
+alcuni funzionano pi� o meno bene.
+Gli dir� una cosa molto semplice.
+Prima abbiamo parlato di disabili e anziani.
+non lo impone.
+Voteremo quindi a favore di questo bilancio collettivo.
+La Croazia � gi� fortemente coinvolta nella politica estera europea.
+"Lo sentirete in autunno, credetemi!"
+Questi progetti hanno un ruolo di primo piano nell'elenco della Legge Grenelle.
+Si spera che questa garanzia possa essere revocata abbastanza rapidamente.
+non � un'amalgama!
+"Innanzitutto, l'energia idroelettrica � un'energia a s� stante."
+I viaggiatori sono liberi di scegliere uno stile di vita nomade.
+tutti i commissari si sono riuniti per molte ore.
+Queste ragazze hanno bisogno di sostegno e prevenzione.
+"Per quanto riguarda la coerenza, sar� breve perch� � cos� ovvio."
+la data del primo gennaio duemilaquattordici � troppo vicina.
+Chiamo l'onorevole Yves Foulon a sostenere l'emendamento numero seicentodiciannove.
+Personalmente sono stato profondamente colpito da due eventi.
+abbiamo gi� ricevuto numerose segnalazioni.
+hanno fatto un lavoro fantastico.
+siamo pronti ad amarci!
+abbiamo trentamila persone disoccupate ogni mese.
+"Si tratta di una preoccupazione fondamentale per il governo, che condivide le vostre preoccupazioni."
+la parola al sig. guy-michel chauveau.
+chi l'ha lanciato a livello europeo?
+"tutti sono, ovviamente, a favore della parit�."
+ha cambiato il corso della storia?
+"Ci sono tre grandi problemi intrecciati: politico, di sicurezza e umanitario."
+"Quindi s�, il pacchetto semplice � un'innovazione necessaria."
+"Ne sono lieto, signor Ministro."
+"in Cina, il vino � l'ostaggio perfetto."
+Il Marocco sta svolgendo un ruolo costruttivo nella questione libica.
+la vera difficolt� sta nel tempo che passa.
+"� una vocazione, vista la difficolt� di lavorare in un ospedale pubblico."
+"sarebbe un vero diritto, anche se leggermente ritardato."
+"Infine, lei ha parlato di un'agenda legislativa sovraccarica."
+Torner� all'argomento in questione.
+Su cosa si basa?
+non cambier� nulla per loro.
+� lo stesso per l'energia: possiamo sfruttarla al meglio senza sprecarla.
+"Non volete sentire la gente, ma la loro indignazione sta salendo."
+"Naturalmente, lei ha ragione, ci sono linee rosse, e anche noi le difendiamo."
+Il nostro collega Jean launay lo ha gi� difeso.
+"Grazie a Dio, oggi sono consapevole che questo � un vantaggio."
+"So che nulla vi spaventa, ma le mura di Bercy sono alte."
+Stiamo parlando della gerarchia degli standard per i documenti urbanistici.
+"tutti sono chiamati a farlo, ma in modo corretto."
+Erano cos� tanti e cos� tanti da scegliere che non � stato possibile includerli tutti.
+"e cito: ""rimane la parte relativa alle attrezzature""."
+la posizione di jean-claude gaudin e del Comune di Marsiglia � inequivocabile.
+Con questo emendamento propongo quindi di coinvolgere gli intermediari.
+Il collega Gagnaire ha citato alcuni esempi.
+La Francia merita un progetto completamente diverso.
+questa battaglia � la battaglia di un'intera generazione.
+Philippe Gomes ha la parola per sostenere l'emendamento numero centoundici.
+"In questo caso, l'incontro casuale con uno stalker..."
+Vi dico quello che penso.
+ci arriveremo a tempo debito.
+"questa nuova tranche non servir� assolutamente a nulla, anzi."
+"Questa strada, a mio avviso, porta al totalitarismo."
+"Quindi, in pratica, a quale corso si affida nel duemilatredici?"
+un punto dar� automaticamente origine a due punti.
+non ha la certezza della solidariet� dei suoi vicini europei.
+"in breve, va e viene!"

data/langage_detection/prompts/PT-PT_prompts.csv

@@ -0,0 +1,172 @@
+"beno�t hamon, ministro, este texto � um projeto seu."
+esta batalha est� a ser travada a dois n�veis.
+"Pouco a pouco, est�o a mobilizar recursos."
+"Se houver um acordo un�nime para aumentar o volume, f�-lo-emos."
+"em fran�a, o statu quo seria inaceit�vel."
+"uma queda � uma queda e uma subida, mesmo moderada, � uma subida."
+Isto inclui os munic�pios em que reside um dos c�njuges.
+o desemprego atingiu um n�vel recorde.
+Isto pode ser feito se o princ�pio for uma contrapartida de outro princ�pio do mesmo n�vel.
+devemos aliment�-lo como um fogo nascente e acompanh�-lo.
+A pecu�ria francesa est� em decl�nio h� v�rios meses.
+"estas escolhas t�m um objetivo, uma prioridade: assegurar as condi��es da nossa independ�ncia."
+vamos agora analisar os artigos 6� a 8� anteriormente reservados.
+mas isso n�o � raz�o para fazer um grande alarido...
+Gostaria de destacar este primeiro efeito �til.
+"o relator geral respondeu que sim, na aus�ncia de qualquer disposi��o em contr�rio."
+sabemos que existem v�rios obst�culos.
+Este ficheiro facilitar� a procura de redes de cadeias de abastecimento.
+as pessoas da Als�cia t�m jeito para as ideias.
+"como qualquer pessoa que esteja a ser investigada, deve presumir-se inocente."
+"Um grande erro, Senhor Ministro!"
+explica que houve lit�gios.
+"caros colegas, o lyon-turin � uma oportunidade para proteger os alpes..."
+Vi que o nosso colega Tourret tinha pedido a palavra.
+alguns sugeriram a elabora��o de um Livro Branco europeu.
+esta miss�o de avalia��o n�o diz respeito ao s�tio de hazebrouck.
+Tamb�m ouvi muita nostalgia.
+"trabalham, sonham, sofrem, amam, tal como os seus compatriotas."
+"esconda a sua alegria, Senhor Ministro!"
+devem ser lan�adas pol�ticas ambiciosas de constru��o de habita��o social.
+Todas as grandes associa��es precisam do apoio de todos.
+este governo decidiu fazer de marselha uma prioridade.
+as solu��es de compromisso s�o ainda mais importantes.
+sou deputado pela haute-garonne.
+Tem a palavra o senhor deputado Fr�d�ric Reiss para apoiar a altera��o n�mero oitenta e um.
+"Esta semana, tr�s rixas resultaram em viol�ncia grave."
+O que � tamb�m um pouco perturbador s�o as palavras utilizadas neste debate.
+"No entanto, temos de avan�ar com muita clareza."
+Sempre respeitei os meus colegas quando estavam na oposi��o.
+"dois mil, doze e setenta e cinco por cento eram."
+isto n�o impediu de modo algum o seu bom funcionamento.
+A duplicidade de crit�rios deixou de ser uma op��o.
+Estes s�o os textos em vigor.
+fixar o limiar em mil e duzentos euros.
+"francamente, o debate seria de qualidade bastante med�ocre..."
+esta disposi��o cumpre o objetivo do artigo.
+"Entre elas, a liberdade de casar."
+"philippe bies, em nome do grupo socialiste, r�publicain et citoyen."
+"finalmente, a forma como bertrand fragonard foi implicado..."
+"Que desperd�cio, Senhora Ministra da Justi�a!"
+o seu papel limitar-se-� estritamente ao aconselhamento t�cnico.
+Partilho da sua opini�o de que nunca h� certezas neste dom�nio.
+A dura��o proposta � de um a tr�s anos.
+Parab�ns a quem escreveu este artigo!
+"n�o acreditamos numa justi�a mec�nica, autom�tica ou cega."
+"Antes de mais, vejamos o contexto das negocia��es."
+a segunda metade da viagem ainda est� para vir.
+"De facto, o projeto inicial continha apenas quatro artigos dedicados ao Ultramar."
+"Bem, eu j� o tirei, e estamos a ser transparentes aqui tamb�m."
+"a Fran�a est� num impasse, com uma taxa de desemprego recorde."
+� claro que ela construiu o seu argumento com base na sua abordagem liberal...
+Tem a palavra Fran�oise Dubois.
+Sa�do todos os meus colegas pelo seu empenhamento nestas quest�es.
+Termin�mos o per�odo de perguntas ao Governo sobre quest�es europeias.
+"Em seguida, o processo foi remetido para a sess�o plen�ria do Tribunal de Cassa��o."
+este � o procedimento amig�vel.
+nove milh�es de pessoas s�o afectadas por esta situa��o.
+"depois de claude goasguen, depois de christian jacob, volto a colocar a quest�o."
+esta realidade afecta mais de tr�s v�rgula tr�s milh�es dos nossos compatriotas.
+Trata-se de seguran�a de abastecimento e da bandeira francesa.
+Ela levou esta batalha at� ao Conselho Constitucional.
+"Acima de tudo, � uma oportunidade fant�stica para mudar a forma como olhamos para os nossos idosos."
+"Senhoras e senhores, sugiro que todos se acalmem."
+"Por conseguinte, serei mais breve nos meus pr�ximos coment�rios."
+o mesmo acontece com o prazo de quinze dias.
+e senti nos seus coment�rios um desejo premente de continuar este debate.
+os pap�is e os direitos de cada parte devem ser mais bem definidos.
+Este facto deve-se ao sistema de vota��o parisiense.
+sophie ion tem a palavra.
+uma tal decis�o chocar� os nossos compatriotas.
+"Duas destas hip�teses de risco foram, por conseguinte, eliminadas."
+Este poste de amarra��o ainda l� est�.
+"� isso que est� em causa, e que � perigoso, com esta mudan�a de nome."
+"a partir de agora, ter� de efetuar adiantamentos ao Estado e � seguran�a social."
+foi o primeiro a dizer que as coisas deviam ser feitas de forma colegial.
+christian jacob sobre um ponto de ordem.
+Passemos ao projeto de lei de hoje.
+Tem a palavra Jean-Claude Mathis.
+por isso conhece bem estes assuntos.
+"por tr�s vezes consecutivas, prometeu duplicar os cursos de aprendizagem! tr�s vezes sim."
+Concentrar-me-ei em quatro ideias.
+n�o passa de uma postura pol�tica.
+as caixas econ�micas regionais organizam a poupan�a.
+"Se um governo n�o o fizesse, seria bastante pat�tico."
+o meu tom vai mudar um pouco.
+"sim, a fran�a est� a sofrer, a fran�a est� a roncar."
+Tenho tr�s ideias sobre este assunto.
+"alguns de n�s, como o senhor deputado dominique lefebvre, participaram nos debates."
+"Portanto, este � um or�amento com impostos mais elevados."
+Este � um assunto que preocupa muito os deputados.
+o Conselho Superior pronunciar-se-� com base na lei de programa��o.
+"Bem, sim, precisamos de nacionalizar o debate."
+� evidente que os deputados europeus precisam de uma liga��o local.
+o argumento das quotas � uma fantasia.
+"com a palavra ""perfeito"", � o seu segundo truque."
+yves albarello tem a palavra.
+Tamb�m neste dom�nio se registaram alguns progressos.
+"O facto � que, na sua ess�ncia, os nossos deputados devem fazer parte de um territ�rio."
+alguns funcionam mais ou menos bem.
+Eu digo-lhe uma coisa muito simples.
+Fal�mos anteriormente das pessoas com defici�ncia e dos idosos.
+n�o o imp�e.
+"Por conseguinte, votaremos a favor deste or�amento coletivo."
+A Cro�cia j� est� fortemente envolvida na pol�tica externa europeia.
+"V�o ouvi-lo no outono, acreditem!"
+Estes projectos figuram de forma proeminente na lista da lei Grenelle.
+Espera-se que esta garantia possa ser levantada muito rapidamente.
+n�o � uma am�lgama!
+"Antes de mais, a energia hidroel�trica � uma energia de classe pr�pria."
+Os viajantes s�o livres de escolher um estilo de vida n�mada.
+todos os comiss�rios reuniram-se durante muitas horas.
+estas jovens raparigas precisam de apoio e preven��o.
+"No que diz respeito � coer�ncia, vou ser breve porque � muito �bvio."
+a data de 1 de janeiro de dois mil e catorze � demasiado pr�xima.
+Chamo o senhor deputado Yves Foulon para apoiar a altera��o n�mero seiscentos e dezanove.
+"Pessoalmente, fui profundamente afetado por dois acontecimentos."
+j� recebemos v�rios alertas.
+Fizeram um trabalho fant�stico.
+estamos prontos para nos amarmos um ao outro!
+temos trinta mil pessoas desempregadas todos os meses.
+"Esta � uma preocupa��o fundamental para o governo, que partilha das vossas preocupa��es."
+tem a palavra o senhor deputado guy-michel chauveau.
+quem o lan�ou a n�vel europeu?
+"Todos s�o, evidentemente, a favor da paridade."
+mudou o curso da hist�ria?
+"H� tr�s grandes problemas interligados: pol�tico, de seguran�a e humanit�rio."
+"portanto, sim, o pacote simples � uma inova��o necess�ria."
+"Estou muito contente, Senhor Ministro."
+"na china, o vinho � o ref�m perfeito."
+Marrocos est� a desempenhar um papel construtivo na quest�o da L�bia.
+a verdadeira dificuldade reside no tempo que passa.
+"� uma voca��o, dada a dificuldade de trabalhar num hospital p�blico."
+"seria um verdadeiro direito, mesmo que ligeiramente atrasado."
+"Por �ltimo, referiu-se a uma agenda legislativa sobrecarregada."
+Voltarei ao assunto em quest�o.
+Em que � que se baseia para dizer isto?
+n�o vai mudar nada para eles.
+o mesmo se passa com a energia: podemos aproveit�-la ao m�ximo sem a desperdi�ar.
+"N�o se quer ouvir as pessoas, mas a sua indigna��o est� a aumentar."
+"Claro que tem raz�o, h� linhas vermelhas e n�s tamb�m as defendemos."
+o nosso colega jean launay j� o defendeu.
+"Gra�as a Deus, hoje tenho consci�ncia de que isso � uma vantagem."
+"Sei que nada vos assusta, mas os muros de Bercy s�o altos."
+Estamos a falar aqui da hierarquia das normas para os documentos de planeamento urbano.
+"todos s�o chamados a isso, mas com justi�a."
+Eram tantos e t�o variados que nem todos puderam ser inclu�dos.
+"e passo a citar: ""resta a parte do equipamento""."
+a posi��o de jean-claude gaudin e da c�mara municipal de marselha � inequ�voca.
+"Com esta altera��o, proponho, portanto, que os intermedi�rios sejam inclu�dos no circuito."
+O nosso colega Gagnaire j� deu uma s�rie de exemplos.
+a Fran�a merece um projeto completamente diferente.
+esta batalha � a batalha de toda uma gera��o.
+philippe gomes tem a palavra para apoiar a altera��o cento e onze.
+"Neste caso, o encontro casual com um perseguidor..."
+Estou a dizer-vos o que penso.
+falaremos disso na devida altura.
+esta nova tranche n�o vai fazer absolutamente nada - antes pelo contr�rio.
+"Este caminho, na minha opini�o, conduz ao totalitarismo."
+"Ent�o, basicamente, em que curso se est� a basear em dois mil e treze?"
+um ponto dar� automaticamente origem a dois pontos.
+n�o tem a garantia da solidariedade dos seus vizinhos europeus.
+"em suma, est� a ir e a vir!"

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+11.11,0.0,0.0,7.94,9.52,0.0,1.59,1.59,7.94,0.0,0.0,1.59,1.59,4.76,7.94,1.59,0.0,4.76,9.52,3.17,4.76,1.59,0.0,0.0,0.0,1.59,0.0,0.0,1.59,0.0
+11.11,0.0,0.0,0.0,11.11,0.0,0.0,0.0,7.41,0.0,0.0,0.0,7.41,0.0,0.0,0.0,0.0,7.41,7.41,3.7,3.7,3.7,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0

data/scripting_lcs_1/script.py

@@ -54,6 +54,7 @@ def get_cities() -> List:
     Returns:
         (List): All cities present in file.
     """
+
     cities = []
     with open("../sncf_stations_database.csv", "r") as csvfile:
         reader = csv.DictReader(csvfile, delimiter=";")