From c69eec867c5b7625280485b6b99a118a276280f2 Mon Sep 17 00:00:00 2001 From: Christophe Durand Date: Mon, 3 Jun 2024 14:39:54 +0200 Subject: [PATCH] Ajout de l'exercice 2 --- module2/exo2/exercice_python_fr.org | 143 ++++++++++++++-------------- module2/exo2/sequence_histogram.png | Bin 0 -> 44963 bytes 2 files changed, 72 insertions(+), 71 deletions(-) create mode 100644 module2/exo2/sequence_histogram.png diff --git a/module2/exo2/exercice_python_fr.org b/module2/exo2/exercice_python_fr.org index c7157ba..16c0f1e 100644 --- a/module2/exo2/exercice_python_fr.org +++ b/module2/exo2/exercice_python_fr.org @@ -1,6 +1,6 @@ -#+TITLE: Votre titre -#+AUTHOR: Votre nom -#+DATE: La date du jour +#+TITLE: Calculs de base python +#+AUTHOR: Christophe Durand +#+DATE: 30/05/2024 #+LANGUAGE: fr # #+PROPERTY: header-args :eval never-export @@ -11,83 +11,84 @@ #+HTML_HEAD: #+HTML_HEAD: -* Quelques explications +* Calculs de base + +#+begin_src python :results output replace drawer :session :exports both +import numpy as np +data= np.array([14.0, 7.6, 11.2, 12.8, 12.5, 9.9, \ + 14.9, 9.4, 16.9, 10.2, 14.9, 18.1, 7.3, \ + 9.8, 10.9,12.2, 9.9, 2.9, 2.8, 15.4, 15.7, \ + 9.7, 13.1, 13.2, 12.3, 11.7, 16.0, 12.4, \ + 17.9, 12.2, 16.2, 18.7, 8.9, 11.9, 12.1, 14.6, 12.1, 4.7, 3.9, 16.9, 16.8, \ + 11.3, 14.4, 15.7, 14.0, 13.6, 18.0, 13.6, 19.9, 13.7, 17.0, 20.5, 9.9, 12.5, \ + 13.2, 16.1, 13.5, 6.3, 6.4, 17.6, 19.1, 12.8, 15.5, 16.3, 15.2, 14.6, 19.1, \ + 14.4, 21.4, 15.1, 19.6, 21.7, 11.3, 15.0, 14.3, 16.8, 14.0, 6.8, 8.2, 19.9, \ + 20.4, 14.6, 16.4, 18.7, 16.8, 15.8, 20.4, 15.8, 22.4, 16.2, 20.3, 23.4, 12.1, \ + 15.5, 15.4, 18.4, 15.7, 10.2, 8.9, 21.0] ) +#print(data) +print('Moyenne : ' + str(data.mean())) +print('Écart-type : ' + str(data.std(ddof=1))) +print('Minimum : ' + str(data.min())) +print('Maximum : ' + str(data.max())) +print('Médiane : ' + str(np.median(data))) -Ceci est un document org-mode avec quelques exemples de code -python. Une fois ouvert dans emacs, ce document peut aisément être -exporté au format HTML, PDF, et Office. Pour plus de détails sur -org-mode vous pouvez consulter https://orgmode.org/guide/. - -Lorsque vous utiliserez le raccourci =C-c C-e h o=, ce document sera -compilé en html. Tout le code contenu sera ré-exécuté, les résultats -récupérés et inclus dans un document final. Si vous ne souhaitez pas -ré-exécuter tout le code à chaque fois, il vous suffit de supprimer -le # et l'espace qui sont devant le ~#+PROPERTY:~ au début de ce -document. - -Comme nous vous l'avons montré dans la vidéo, on inclue du code -python de la façon suivante (et on l'exécute en faisant ~C-c C-c~): - -#+begin_src python :results output :exports both -print("Hello world!") #+end_src #+RESULTS: -: Hello world! - -Voici la même chose, mais avec une session python, donc une -persistance d'un bloc à l'autre (et on l'exécute toujours en faisant -~C-c C-c~). -#+begin_src python :results output :session :exports both -import numpy -x=numpy.linspace(-15,15) -print(x) -#+end_src +:results: +Moyenne : 14.113000000000001 +Écart-type : 4.334094455301447 +Minimum : 2.8 +Maximum : 23.4 +Médiane : 14.5 +:end: -#+RESULTS: -#+begin_example -[-15. -14.3877551 -13.7755102 -13.16326531 -12.55102041 - -11.93877551 -11.32653061 -10.71428571 -10.10204082 -9.48979592 - -8.87755102 -8.26530612 -7.65306122 -7.04081633 -6.42857143 - -5.81632653 -5.20408163 -4.59183673 -3.97959184 -3.36734694 - -2.75510204 -2.14285714 -1.53061224 -0.91836735 -0.30612245 - 0.30612245 0.91836735 1.53061224 2.14285714 2.75510204 - 3.36734694 3.97959184 4.59183673 5.20408163 5.81632653 - 6.42857143 7.04081633 7.65306122 8.26530612 8.87755102 - 9.48979592 10.10204082 10.71428571 11.32653061 11.93877551 - 12.55102041 13.16326531 13.7755102 14.3877551 15. ] -#+end_example - -Et enfin, voici un exemple de sortie graphique: -#+begin_src python :results output file :session :var matplot_lib_filename="./cosxsx.png" :exports results +* Quelques graphiques + +#+begin_src python :results output file file drawer :session :exports both :var sequence_filename="./sequence.png" :var histogram_filename="./histogram.png" :var sequence_histogram_filename="./sequence_histogram.png" import matplotlib.pyplot as plt -plt.figure(figsize=(10,5)) -plt.plot(x,numpy.cos(x)/x) +fig_sequence=plt.figure(figsize=(10,5)) + + +plt.plot(data) +plt.tight_layout() + +plt.savefig(sequence_filename) +#print(sequence_filename) + +plt.close(fig_sequence) + +fig_histogram=plt.figure(figsize=(10,5)) +plt.plot(data) plt.tight_layout() -plt.savefig(matplot_lib_filename) -print(matplot_lib_filename) +plt.savefig(histogram_filename) +#print(histogram_filename) +plt.close(fig_histogram) + +fig_sequence_histogram=plt.figure(figsize=(10,5)) + +plt.subplot(2,1,1) +plt.plot(data) +plt.tight_layout() + +plt.subplot(2,1,2) + +#y=np.histogram(data, density=True) +plt.hist(data) + +plt.savefig(sequence_histogram_filename) +plt.close(fig_sequence_histogram) +print(sequence_histogram_filename) + + #+end_src #+RESULTS: -[[file:./cosxsx.png]] - -Vous remarquerez le paramètre ~:exports results~ qui indique que le code -ne doit pas apparaître dans la version finale du document. Nous vous -recommandons dans le cadre de ce MOOC de ne pas changer ce paramètre -(indiquer ~both~) car l'objectif est que vos analyses de données soient -parfaitement transparentes pour être reproductibles. - -Attention, la figure ainsi générée n'est pas stockée dans le document -org. C'est un fichier ordinaire, ici nommé ~cosxsx.png~. N'oubliez pas -de le committer si vous voulez que votre analyse soit lisible et -compréhensible sur GitLab. - -Enfin, n'oubliez pas que nous vous fournissons dans les ressources de -ce MOOC une configuration avec un certain nombre de raccourcis -claviers permettant de créer rapidement les blocs de code python (en -faisant ~|zd5Fm`jYb9A$_Hlgq^cX73Lbl_y+WqHp;VdduLkr>^T>F4wf` zJUH~;RNm7m2&71b&(f;r5=`Ag^WjD7m*2QQox799;$2pEKe~LNXhjrbEn0GmaXwW~ zP_O7p&{!7g7PjcBXS5zWKCz3x3J{FTLA0f*gifFMb>+~G)G>ub{QIdJO@h*iNc{Uj z2S@&U)de2Gjq;yQ{+k|9*1s3&QP@Q2{=GU1_kX?$`v3UV6gy!!!Oy)Ee0+SHPP`N{ zpPF(oasK&CQ`a$>dU+AKySuZc;ZB7sMS?mD3J_vrW0wM6|M&RLjg5_Yd3kTQrZRBh z+WNOZxesrnqoeB|?EZUMT9VhV#Y{~L2>NMlWDz0x6`d_D-{JWF{SUhhX1etssK5R{ zyzD5BKNT5zyFc(qNi_dcAs3O22$a-kGc*UUO{kqP{%FFxT9kiFYSrfZ$A|}6%Abhn zy7vgH&%#*9y=beO_n!w+!SwoL)O_=dBHgL&N1Md_KliH}Kf>B>r0QG_ylo}Qos#(9 z*N;0BABoQI8lO)rgM_Hq{~N2(y0Z(9Ah>(^!T-jQe#}7V2O+~86CGgU^-i;<!ZGl=4=t=;{8*cLGUl~ zm!nEIuSs&lQ=8=yUcCfM6aQbuFtLJ?%so9jBOthGr<_N%89);T)j_#P5Cj%hGi~l; 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