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" + ], + "text/plain": [ + " count mean std min 25% 50% 75% max\n", + "speed 50.0 15.40 5.287644 4.0 12.0 15.0 19.0 25.0\n", + "dist 50.0 42.98 25.769377 2.0 26.0 36.0 56.0 120.0" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "df_python.describe().transpose()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Summary avec SAS" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SAS Connection established. Subprocess id is 4708\n", + "\n" + ] + }, + { + "data": { + "text/plain": [ + "Libref = WORK\n", + "Table = _df\n", + "Dsopts = {}\n", + "Results = Pandas" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import saspy\n", + "session_sas = saspy.SASsession(cfgname='winlocal')\n", + "df_sas = session_sas.df2sd(df_python)\n", + "df_sas" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "- La fonction `df2sd()` produit un objet Python, ici `df_sas`, qui contient une table SAS nommée `_df`.\n", + "- `SASPy` fournit des objets Python de haut niveau pour les principales procédures SAS.\n", + "- Toutes les fonctions SAS sont exécutables à l'aide de la commande magique `%%SAS`.\n", + "- On applique les fonctions Python sur l'objet `df_sas` et les fonctions SAS sur l'objet `_df`." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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VariableNNMissMedianMeanStdDevMinP25P50P75Max
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Sortie SAS

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La MEANS Procédure

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Statistiques descriptives

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"Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} \ No newline at end of file diff --git a/documents/notebooks/notebook_Jupyter_R.ipynb b/documents/notebooks/notebook_Jupyter_R.ipynb new file mode 100644 index 0000000..59e33b6 --- /dev/null +++ b/documents/notebooks/notebook_Jupyter_R.ipynb @@ -0,0 +1,75 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Notebook R" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + " speed dist \n", + " Min. : 4.0 Min. : 2.00 \n", + " 1st Qu.:12.0 1st Qu.: 26.00 \n", + " Median :15.0 Median : 36.00 \n", + " Mean :15.4 Mean : 42.98 \n", + " 3rd Qu.:19.0 3rd Qu.: 56.00 \n", + " Max. :25.0 Max. :120.00 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "summary(cars)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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On peut donc utiliser les fonctionnalités de l'ods." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SAS Connection established. Subprocess id is 4596\n", + "\n" + ] + }, + { + "data": { + "text/html": [ + "\r\n", + "\r\n", + "\r\n", + "\r\n", + "\r\n", + "Sortie SAS\r\n", + "\r\n", + "\r\n", + "\r\n", + "

Sortie SAS

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La MEANS Procédure

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Statistiques descriptives

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Age
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Height
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Sortie SAS

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La SGPLOT Procédure

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The SGPlot Procedure

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\r\n", + "\"The\r\n", + "
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\r\n", + "\r\n", + "\r\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "title 'Student Weight by Student Height';\n", + "proc sgplot data=sashelp.class noautolegend;\n", + " pbspline y=weight x=height;\n", + "run;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "En cas d'erreur, la log s'affiche dans le notebook :" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\n", + " \n", + " \n", + " \n", + "\n", + "\n", + "

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\f",
+       "8                                                          Le Système SAS                           23:47 Monday, September 17, 2018

61 ods listing close;ods html5 (id=saspy_internal) file=_tomods1 options(bitmap_mode='inline') device=svg style=HTMLBlue;
61 ! ods graphics on / outputfmt=png;
NOTE: Writing HTML5(SASPY_INTERNAL) Body file: _TOMODS1
62
63 proc means data sashelp.class;
_____________
73
ERROR 73-322: Expecting an =.
64 run;

NOTE: The SAS System stopped processing this step because of errors.
NOTE: PROCEDURE MEANS used (Total process time):
real time 0.00 secondes
cpu time 0.00 secondes

65
66 ods html5 (id=saspy_internal) close;ods listing;
67
\n", + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "proc means data sashelp.class;\n", + "run;" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "SAS", + "language": "sas", + "name": "sas" + }, + "language_info": { + "codemirror_mode": "sas", + "file_extension": ".sas", + "mimetype": "text/x-sas", + "name": "sas" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/documents/notebooks/notebook_Jupyter_html.ipynb b/documents/notebooks/notebook_Jupyter_html.ipynb new file mode 100644 index 0000000..a615ff8 --- /dev/null +++ b/documents/notebooks/notebook_Jupyter_html.ipynb @@ -0,0 +1,58 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

Hello

" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.display import display, HTML\n", + "display(HTML('

Hello

'))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Liens utiles :\n", + "\n", + "- https://stackoverflow.com/questions/43965823/convert-notebook-generated-html-snippet-to-latex-and-pdf\n", + "- https://github.com/jupyter/nbconvert/issues/474" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.0" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/documents/notebooks/notebook_Jupyter_html.pdf b/documents/notebooks/notebook_Jupyter_html.pdf new file mode 100644 index 0000000000000000000000000000000000000000..0014c3b9ea8b6f1c746d971c155455b881359540 GIT binary patch literal 9631 zcmbVxWlSZ`mnH7fxVysx9z5I{ceh3w8h3Yhr*W6Y-QC^Y-Q8Up=-0shCcDYZe`j_! znJ<-_RHZ)LQ#t38~ERQ+G@ zWkn7M`XfY!coB;raAYu*!gnb3svlM*GOGWo_?=_mo~eGN&DVPk$KY;s1mtv_VF z6B0c_u;KK=NaqiG)R={RqBn^ple5zo*OyBp`Kkt@;q6mgo+=-bEgsT1d1lo?e9wUd zL+CHK*m(tgDd$Y^3@>T4ZW;&ITp<g2>5suZf77PFw>Y(T z!``A#dHn9saCx9D=*}8NvT*GGi+y!;eN5wb@G0nH)=@ZtR()ZWd5D_SC7tgGTjjbk z5&^f&Lw3HCH1SPX|+0 z^?w#NvHu2ib~Y}ye?eWtS{=)rFlRrJfZ2%V7Z>lcN!Jpyk;-g^ZWlmVJ%qC03x>KC z6!gy{GfWl?aq+r9){y8Ra>_g?Lqtee9M&qW$%2DwtCYhVw&#@%jmw&j_n<-E&fUFt zo0r)S&)KQ2)>F^jQ!w1<))tU>bQoiwjji8MsNr}X!>L#`r_X9YNVi61-1C(9bTr)= za6^0=$V=q%bHExC@bp5GScLpmd*09z0vfMbPV2!C_5=1MM zV*a>c9^YssXluZZ;zI^2Mpx%mt!gLktHMwnOA;1eVZJP5-=S3ODxdg0Ezjg>(Dkjn zYhS8&Sf^&0F=ntmbH8l$T{}2Oh4xR+djDrD&QZaS@ldov&+f9__b|iPvhp>Tw2ZY= zE$ZJmC4Kk+0<{Ce@8JaTijs!LKvww(m2~{9NLT}rHA(=CZcwN(#u|Gv#bB2QY`XzR z$#Bgc@;zyqLs}=xr;~!?`*L;Pb%%E;*jWVio+AG##CqRCHp_bIM?%VJEwbK;S_;+0 z)_bctc$Nz_Lhx6K3pj5sR+pr1W*?~%9#3_v$#cuXt`ggU>VkID_`1H7!yE$9w`LH1 z->nSMcOoWHHc_vUXshy&f- zF*7-l0D*YtQ-QIxqP;3VbMgaIXN2lGII%JaD8TeOzHXgK`iK#|B*Je>7(H)K7$YpB zx(Q6{@p2g71M8t5!g_{DkzMjtAAHaz88S)2=*3VFcsSdP=UeKONJ~z(V)r<3?pm8l zjto%gP`T}oU`vuBo$gH5+77r!mYOb#F67gGsborHF-0rF!J^SX3#SDI|FhVZ;CHMZ zR!DyZfgwc2_<=yO*(PEb-=k{S?!)#Mvp-7l0eg}sGftQ(u}Z*E7w;A5hKeDgTE4+bH${q_%nbc#&6yAd)slZHfWjOmL@{{^ z_7UCYddo>9nG#4OLOTX;jimZ`*t7g>_ClHO3)!91uT->W(W0;zZJeA-G@5UNZ>81t2J!$pFTcv}^pL4wkokAk z9wXv-K-M8mrAU?I`=2stl{TU>#@g~4%LdZ5WkhKyCE#>B^RKV`e09a7GCy*6ppA75 z15n+=e56d%{KxT~R-qi}+CFQjH+qP zvv6c$LQ&GLtN?}+dZmEUS8RD2Dh*Ga7 zq9tO?m}+&HEC5|v0pdjFhSBn-dsX%xjha%CvliHB*Qr^>HRE1El3Q1F87%lI{WHPkVveqWt}kUc%UJ%whdg<8QsO8ee(={2+xyl%@6& z`A-9t2~UYb%6J5hGuQdF0y2br>Q)a^ou?6;x3eJrWIN}X=6&Xu{d;gt-SD{T*3o#< z+&-cID!l3(UdLag(!RKEvIp*azKhc6-op{6p@}@+9SZb4m@~(#EfVTcsqfaHtpPF^ zjv_LWy33Y3!?!F%)WFvA9`Zj#fHaKhk<>0016b7Jn2h&38E-dzO%g&=F^cr>fNq*%(@`(+^-dR} z#uhUOM^UqDM}{rLujDPcMjmuQ5IF7e>A6=qk{%_i zXe>22(vlsTJ`eVB7{3!@U#>P~Wn}@wq@=M23yg6pa}WLg5S;_@hW~|&;rySt7#_BN zaWSEqh+1mjaQz^CJdp}c2BszWPQwj{#&K?T)&nmFPxP%xAUzhGdXpy&XQ zCTS9dHdg&Q%`DZ`D`6Yu^G0d4%PR~zl^UCt;9sZT|4etm0D1Ii-+Hock9NFg+CM*Y zoohp!oC>HhBaN;%$Zv<`%mBzJ>Z6tB-cvdR7%4?ai(02ANJ;dD4dNb4B74NJJLUeU z^;_RQH-QH#QHe0Ijj>bsjzu-G&9TTs{jQ-u2`Lihh}0v`b8bjUXIWJ36&A&%7_hbl z1O-l}GHGHTx4BB&-`YB1LqbO@)LMomJ41)<9g!W-UEFnR6fr)3x_PUT+_vzF5|l)_ zs7ZCeN>#b);v99dk6j<9FllyUJ|%-c&G=1NzgZs)s2k}Y<|a=SZP7HA^DZGTMK6h3 zMVe$B;V`D_DA^VbWGACBGVX{R#?zJvCK5`-l#D1FGZ1j*WQq&Q-Y=;wEiM5jeq|~M znr~i?n>_gZDpWbb%fYZg)W9K;Z<1U+c&hyaqxO}-=-@FB~a9nQuSVXs&m8s8DTvaM3 z7{Y@x@y;YMoQt2EtVzCxZFngxOF1wln`w^+(XMZlQ2ef6*b4mog zQ3_9P9+Pa62S0uxJo5q$JC?_%rR3tUxljLI8u(doB&rO`)O&ONPDRW`dTsXS$6dUc z4YWo!;)MsG_)>murqhnw_}`E7w4dz{&REr*9q61g z&5espZhNhHiDo;`%yj2&a#GG}ZOkhwJj7Ioa^6>0M?iPfIbJDRgHbS4-=84S3Gk3? zhQDZUwQxJ#ZcXdz5U|LACqqN7#EeZ#Ng>LQTu<64l968+@%p%9jP39BecV=`^2Bd8$QK7V+#cd7$;XRviJy zl4in)M#|wVX#^FcvB5@kEzt8Nha2**>q?IFpR$Qn_1=Wp$JG_{88qpPBR?2MlpvU; 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