From 79003ace0df14bdb22770a4f4242bf4b39e52d14 Mon Sep 17 00:00:00 2001 From: didier amyot Date: Sun, 19 Aug 2018 22:01:48 -0400 Subject: [PATCH] third commit --- .../Cours numero 2-checkpoint.ipynb | 8699 ++++++++++++++++- Cours numero 2.ipynb | 8699 ++++++++++++++++- 2 files changed, 17334 insertions(+), 64 deletions(-) diff --git a/.ipynb_checkpoints/Cours numero 2-checkpoint.ipynb b/.ipynb_checkpoints/Cours numero 2-checkpoint.ipynb index ce63a50..c3ad1f9 100644 --- a/.ipynb_checkpoints/Cours numero 2-checkpoint.ipynb +++ b/.ipynb_checkpoints/Cours numero 2-checkpoint.ipynb @@ -4,24 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's load some data. The electoral results of the 2014 election are located in a file at `resources/data/election-2014.edn`. We can use the [slurp](https://clojuredocs.org/clojure.core/slurp) function for that." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "hello world\n" - ] - } - ], - "source": [ - "(println \"hello world\")" + "Let's load some data. The electoral results of the 2014 election are located in a file at `resources/data/election-2014.edn`. We can use the [slurp](https://clojuredocs.org/clojure.core/slurp) function for that.\n" ] }, { @@ -44,9 +27,16 @@ "(def raw-data-str (slurp \"resources/data/election-2014.edn\"))" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can see that the `slurp` function can read files and urls." + ] + }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -65,24 +55,41 @@ " :main ^:skip-aot honore-beaugrand.core\n", " :target-path \"target/%s\"\n", " :profiles {:uberjar {:aot :all}})\n", + "\n", + "\n", + "\n", + "\n", + "{\n", + " \"args\": {}, \n", + " \"headers\": {\n", + " \"Accept\": \"text/html, image/gif, image/jpeg, *; q=.2, */*; q=.2\", \n", + " \"Connection\": \"close\", \n", + " \"Host\": \"httpbin.org\", \n", + " \"User-Agent\": \"Java/10.0.1\"\n", + " }, \n", + " \"origin\": \"24.53.63.139\", \n", + " \"url\": \"http://httpbin.org/get\"\n", + "}\n", "\n" ] } ], "source": [ - "(println (slurp \"project.clj\"))" + "(println (slurp \"project.clj\"))\n", + "(println \"\\n\\n\")\n", + "(println (slurp \"http://httpbin.org/get\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's print that string!" + "Nevertheless, now we have our raw data in a nice long string. We can print it." ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -115,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -124,25 +131,8637 @@ "#'user/election-result" ] }, - "execution_count": 3, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "(def election-result (read-string raw-data-str))" + "(def election-result (clojure.edn/read-string raw-data-str))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's print it" + "We can print the above using the \"pretty-print\" (usually shorted as pp) function. You can see the the result is more readable but it is very large" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{:statistiques\n", + " {:nbVoteValide 4232262,\n", + " :isResultatsFinaux true,\n", + " :nbBureauVote 21617,\n", + " :partisPolitiques\n", + " [{:numeroPartiPolitique 6,\n", + " :nomPartiPolitique \"Parti libéral du Québec/Quebec Liberal Party\",\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 1757071,\n", + " :tauxVoteTotal 41.5161,\n", + " :nbCirconscriptionsEnAvance 70,\n", + " :tauxCirconscriptionsEnAvance 56.0}\n", + " {:numeroPartiPolitique 8,\n", + " :nomPartiPolitique \"Parti québécois\",\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 1074120,\n", + " :tauxVoteTotal 25.3793,\n", + " :nbCirconscriptionsEnAvance 30,\n", + " :tauxCirconscriptionsEnAvance 24.0}\n", + " {:numeroPartiPolitique 27,\n", + " :nomPartiPolitique\n", + " \"Coalition avenir Québec - L'équipe François Legault\",\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 975607,\n", + " :tauxVoteTotal 23.0517,\n", + " :nbCirconscriptionsEnAvance 22,\n", + " :tauxCirconscriptionsEnAvance 17.6}\n", + " {:numeroPartiPolitique 11,\n", + " :nomPartiPolitique \"Québec solidaire\",\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 323124,\n", + " :tauxVoteTotal 7.6348,\n", + " :nbCirconscriptionsEnAvance 3,\n", + " :tauxCirconscriptionsEnAvance 2.4}\n", + " {:numeroPartiPolitique 26,\n", + " :nomPartiPolitique\n", + " \"Option nationale - Pour l'indépendance du Québec\",\n", + " :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n", + " :nbVoteTotal 30697,\n", + " :tauxVoteTotal 0.7253,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 10,\n", + " :nomPartiPolitique \"Parti vert du Québec/Green Party of Québec\",\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 23163,\n", + " :tauxVoteTotal 0.5473,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 22,\n", + " :nomPartiPolitique\n", + " \"Équipe Adrien Pouliot - Parti conservateur du Québec\",\n", + " :abreviationPartiPolitique \"É.A.P. - P.C.Q.\",\n", + " :nbVoteTotal 16429,\n", + " :tauxVoteTotal 0.3882,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 0,\n", + " :nomPartiPolitique \"Candidats indépendants/Independent candidates\",\n", + " :abreviationPartiPolitique \"Ind.\",\n", + " :nbVoteTotal 15361,\n", + " :tauxVoteTotal 0.363,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 23,\n", + " :nomPartiPolitique \"Parti nul\",\n", + " :abreviationPartiPolitique \"P.N.\",\n", + " :nbVoteTotal 7539,\n", + " :tauxVoteTotal 0.1781,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 2,\n", + " :nomPartiPolitique \"Bloc pot\",\n", + " :abreviationPartiPolitique \"B.P.\",\n", + " :nbVoteTotal 2690,\n", + " :tauxVoteTotal 0.0636,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 7,\n", + " :nomPartiPolitique \"Parti marxiste-léniniste du Québec\",\n", + " :abreviationPartiPolitique \"P.M.L.Q.\",\n", + " :nbVoteTotal 2016,\n", + " :tauxVoteTotal 0.0476,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 28,\n", + " :nomPartiPolitique \"Parti équitable\",\n", + " :abreviationPartiPolitique \"P.Éq.\",\n", + " :nbVoteTotal 1645,\n", + " :tauxVoteTotal 0.0389,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 31,\n", + " :nomPartiPolitique \"Parti des sans parti\",\n", + " :abreviationPartiPolitique \"P.S.P.\",\n", + " :nbVoteTotal 1291,\n", + " :tauxVoteTotal 0.0305,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 33,\n", + " :nomPartiPolitique \"Mon pays le Québec\",\n", + " :abreviationPartiPolitique \"M.P.Q.\",\n", + " :nbVoteTotal 521,\n", + " :tauxVoteTotal 0.0123,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 29,\n", + " :nomPartiPolitique \"Équipe autonomiste\",\n", + " :abreviationPartiPolitique \"É.A.\",\n", + " :nbVoteTotal 400,\n", + " :tauxVoteTotal 0.0095,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 4,\n", + " :nomPartiPolitique \"Parti unité nationale\",\n", + " :abreviationPartiPolitique \"P.U.N.\",\n", + " :nbVoteTotal 241,\n", + " :tauxVoteTotal 0.0057,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 25,\n", + " :nomPartiPolitique \"Québec - Révolution démocratique\",\n", + " :abreviationPartiPolitique \"Q.R.D.\",\n", + " :nbVoteTotal 163,\n", + " :tauxVoteTotal 0.0039,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 16,\n", + " :nomPartiPolitique \"Parti indépendantiste\",\n", + " :abreviationPartiPolitique \"P.I.\",\n", + " :nbVoteTotal 126,\n", + " :tauxVoteTotal 0.003,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}\n", + " {:numeroPartiPolitique 32,\n", + " :nomPartiPolitique\n", + " \"Union citoyenne du Québec / Québec Citizens' Union\",\n", + " :abreviationPartiPolitique \"U.C.Q./Q.C.U.\",\n", + " :nbVoteTotal 58,\n", + " :tauxVoteTotal 0.0014,\n", + " :nbCirconscriptionsEnAvance 0,\n", + " :tauxCirconscriptionsEnAvance 0.0}],\n", + " :nbElecteurInscrit 6012440,\n", + " :nbCirconscription 125,\n", + " :nbCirconscriptionSansResultat 0,\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,000-04:00\",\n", + " :nbCirconscriptionAvecResultat 125,\n", + " :nbVoteExerce 4295055,\n", + " :tauxParticipationTotal 71.4326,\n", + " :nbBureauVoteRempli 21617,\n", + " :nbVoteRejete 62793,\n", + " :tauxBureauVoteRempli 100.0,\n", + " :tauxCirconscriptionSansResultat 0.0},\n", + " :circonscriptions\n", + " [{:nbVoteValide 20626,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 33638,\n", + " :nbBureauComplete 143,\n", + " :candidats\n", + " [{:numeroCandidat 436,\n", + " :nom \"Bourgeois\",\n", + " :prenom \"Guy\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 8476,\n", + " :tauxVote 41.09,\n", + " :nbVoteAvance 2159}\n", + " {:numeroCandidat 694,\n", + " :nom \"Larouche\",\n", + " :prenom \"Élizabeth\",\n", + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 6317,\n", + " :tauxVote 30.63,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 690,\n", + " :nom \"Martel\",\n", + " :prenom \"Sylvain\",\n", + " :numeroPartiPolitique 27,\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 3927,\n", + " :tauxVote 19.04,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 582,\n", + " :nom \"Dufour\",\n", + " :prenom \"Valérie\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 1469,\n", + " :tauxVote 7.12,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 786,\n", + " :nom \"Trudel\",\n", + " :prenom \"Richard\",\n", + " :numeroPartiPolitique 26,\n", + " :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n", + " :nbVoteTotal 235,\n", + " :tauxVote 1.14,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 616,\n", + " :nom \"Perron-Tellier\",\n", + " :prenom \"Maxym\",\n", + " :numeroPartiPolitique 22,\n", + " :abreviationPartiPolitique \"É.A.P. - P.C.Q.\",\n", + " :nbVoteTotal 202,\n", + " :tauxVote 0.98,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 2.48,\n", + " :nbVoteExerce 21151,\n", + " :nbBureauTotal 143,\n", + " :numeroCirconscription 579,\n", + " :nbVoteRejete 525,\n", + " :tauxParticipation 62.88,\n", + " :tauxVoteValide 97.52,\n", + " :nomCirconscription \"Abitibi-Est\"}\n", + " {:nbVoteValide 21947,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 35382,\n", + " :nbBureauComplete 164,\n", + " :candidats\n", + " [{:numeroCandidat 490,\n", + " :nom \"Gendron\",\n", + " :prenom \"François\",\n", + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 9267,\n", + " :tauxVote 42.22,\n", + " :nbVoteAvance 1652}\n", + " {:numeroCandidat 358,\n", + " :nom \"Bastien\",\n", + " :prenom \"Serge\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 7615,\n", + " :tauxVote 34.7,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 629,\n", + " :nom \"Racine\",\n", + " :prenom \"Nadia\",\n", + " :numeroPartiPolitique 27,\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 3084,\n", + " :tauxVote 14.05,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 485,\n", + " :nom \"Camirand\",\n", + " :prenom \"Ghislaine\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 1354,\n", + " :tauxVote 6.17,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 488,\n", + " :nom \"Vézeau\",\n", + " :prenom \"Grégory\",\n", + " :numeroPartiPolitique 26,\n", + " :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n", + " :nbVoteTotal 627,\n", + " :tauxVote 2.86,\n", + " :nbVoteAvance 0}],\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 2.09,\n", + " :nbVoteExerce 22415,\n", + " :nbBureauTotal 164,\n", + " :numeroCirconscription 573,\n", + " :nbVoteRejete 468,\n", + " :tauxParticipation 63.35,\n", + " :tauxVoteValide 97.91,\n", + " :nomCirconscription \"Abitibi-Ouest\"}\n", + " {:nbVoteValide 34121,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 49413,\n", + " :nbBureauComplete 195,\n", + " :candidats\n", + " [{:numeroCandidat 246,\n", + " :nom \"St-Pierre\",\n", + " :prenom \"Christine\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 24211,\n", + " :tauxVote 70.96,\n", + " :nbVoteAvance 20226}\n", + " {:numeroCandidat 394,\n", + " :nom \"Abitbol\",\n", + " :prenom \"Évelyne\",\n", + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 3985,\n", + " :tauxVote 11.68,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 634,\n", + " :nom \"Pourreaux\",\n", + " :prenom \"Serge\",\n", + " :numeroPartiPolitique 27,\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 3050,\n", + " :tauxVote 8.94,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 683,\n", + " :nom \"Dick\",\n", + " :prenom \"Geneviève\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 2241,\n", + " :tauxVote 6.57,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 237,\n", + " :nom \"Nyaburerwa\",\n", + " :prenom \"Alix\",\n", + " :numeroPartiPolitique 10,\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 405,\n", + " :tauxVote 1.19,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 608,\n", + " :nom \"Boivin\",\n", + " :prenom \"Julie\",\n", + " :numeroPartiPolitique 26,\n", + " :abreviationPartiPolitique \"O.N. - 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P.I.Q.\",\n", + " :nbVoteTotal 450,\n", + " :tauxVote 1.04,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.92,\n", + " :nbVoteExerce 44214,\n", + " :nbBureauTotal 187,\n", + " :numeroCirconscription 249,\n", + " :nbVoteRejete 850,\n", + " :tauxParticipation 76.96,\n", + " :tauxVoteValide 98.08,\n", + " :nomCirconscription \"Verchères\"}\n", + " {:nbVoteValide 33943,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 48594,\n", + " :nbBureauComplete 155,\n", + " :candidats\n", + " [{:numeroCandidat 503,\n", + " :nom \"Daoust\",\n", + " :prenom \"Jacques\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 17172,\n", + " :tauxVote 50.59,\n", + " :nbVoteAvance 8901}\n", + " {:numeroCandidat 145,\n", + " :nom \"Pintal\",\n", + " :prenom \"Lorraine\",\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 8271,\n", + " :tauxVote 24.37,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 218,\n", + " :nom \"Richer\",\n", + " :prenom \"Benoit\",\n", + " :numeroPartiPolitique 27,\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 4151,\n", + " :tauxVote 12.23,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 680,\n", + " :nom \"Pires\",\n", + " :prenom \"Rosa\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 3277,\n", + " :tauxVote 9.65,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 688,\n", + " :nom \"Bergeron-Bossé\",\n", + " :prenom \"Antonin\",\n", + " :numeroPartiPolitique 10,\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 713,\n", + " :tauxVote 2.1,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 844,\n", + " :nom \"Longchamp\",\n", + " :prenom \"Julien\",\n", + " :numeroPartiPolitique 26,\n", + " :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n", + " :nbVoteTotal 160,\n", + " :tauxVote 0.47,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 556,\n", + " :nom \"St-Onge\",\n", + " :prenom \"Raynald\",\n", + " :numeroPartiPolitique 2,\n", + " :abreviationPartiPolitique \"B.P.\",\n", + " :nbVoteTotal 157,\n", + " :tauxVote 0.46,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 612,\n", + " :nom \"Studd\",\n", + " :prenom \"Eileen\",\n", + " :numeroPartiPolitique 7,\n", + " :abreviationPartiPolitique \"P.M.L.Q.\",\n", + " :nbVoteTotal 42,\n", + " :tauxVote 0.12,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.19,\n", + " :nbVoteExerce 34352,\n", + " :nbBureauTotal 155,\n", + " :numeroCirconscription 397,\n", + " :nbVoteRejete 409,\n", + " :tauxParticipation 70.69,\n", + " :tauxVoteValide 98.81,\n", + " :nomCirconscription \"Verdun\"}\n", + " {:nbVoteValide 25709,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 41161,\n", + " :nbBureauComplete 131,\n", + " :candidats\n", + " [{:numeroCandidat 204,\n", + " :nom \"Heurtel\",\n", + " :prenom \"David\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 15945,\n", + " :tauxVote 62.02,\n", + " :nbVoteAvance 12163}\n", + " {:numeroCandidat 356,\n", + " :nom \"Lavigne\",\n", + " :prenom \"Odette\",\n", + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 3782,\n", + " :tauxVote 14.71,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 372,\n", + " :nom \"Fortier-Moreau\",\n", + " :prenom \"Geneviève\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 2795,\n", + " :tauxVote 10.87,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 697,\n", + " :nom \"Cayo\",\n", + " :prenom \"Wilner\",\n", + " :numeroPartiPolitique 27,\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 2380,\n", + " :tauxVote 9.26,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 410,\n", + " :nom \"Bourgault\",\n", + " :prenom \"Marijo\",\n", + " :numeroPartiPolitique 10,\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 304,\n", + " :tauxVote 1.18,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 588,\n", + " :nom \"Valiquette\",\n", + " :prenom \"Benoit\",\n", + " :numeroPartiPolitique 23,\n", + " :abreviationPartiPolitique \"P.N.\",\n", + " :nbVoteTotal 181,\n", + " :tauxVote 0.7,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 789,\n", + " :nom \"Michaud\",\n", + " :prenom \"Benjamin\",\n", + " :numeroPartiPolitique 26,\n", + " :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n", + " :nbVoteTotal 177,\n", + " :tauxVote 0.69,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 727,\n", + " :nom \"Da Silva\",\n", + " :prenom \"Ana\",\n", + " :numeroPartiPolitique 2,\n", + " :abreviationPartiPolitique \"B.P.\",\n", + " :nbVoteTotal 145,\n", + " :tauxVote 0.56,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.38,\n", + " :nbVoteExerce 26069,\n", + " :nbBureauTotal 131,\n", + " :numeroCirconscription 427,\n", + " :nbVoteRejete 360,\n", + " :tauxParticipation 63.33,\n", + " :tauxVoteValide 98.62,\n", + " :nomCirconscription \"Viau\"}\n", + " {:nbVoteValide 34837,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 44955,\n", + " :nbBureauComplete 146,\n", + " :candidats\n", + " [{:numeroCandidat 293,\n", + " :nom \"Rousselle\",\n", + " :prenom \"Jean\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 17584,\n", + " :tauxVote 50.48,\n", + " :nbVoteAvance 9424}\n", + " {:numeroCandidat 214,\n", + " :nom \"Poirier\",\n", + " :prenom \"Jean\",\n", + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 8160,\n", + " :tauxVote 23.42,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 212,\n", + " :nom \"Dydzak\",\n", + " :prenom \"Joseph\",\n", + " :numeroPartiPolitique 27,\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 6632,\n", + " :tauxVote 19.04,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 655,\n", + " :nom \"Moran\",\n", + " :prenom \"Janina\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 1676,\n", + " :tauxVote 4.81,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 450,\n", + " :nom \"Demers\",\n", + " :prenom \"Andréanne\",\n", + " :numeroPartiPolitique 10,\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 372,\n", + " :tauxVote 1.07,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 619,\n", + " :nom \"Boily\",\n", + " :prenom \"Étienne\",\n", + " :numeroPartiPolitique 26,\n", + " :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n", + " :nbVoteTotal 192,\n", + " :tauxVote 0.55,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 467,\n", + " :nom \"Boyer\",\n", + " :prenom \"Jean-Marc\",\n", + " :numeroPartiPolitique 0,\n", + " :abreviationPartiPolitique \"Ind\",\n", + " :nbVoteTotal 117,\n", + " :tauxVote 0.34,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 662,\n", + " :nom \"Robert\",\n", + " :prenom \"Alain\",\n", + " :numeroPartiPolitique 22,\n", + " :abreviationPartiPolitique \"É.A.P. - P.C.Q.\",\n", + " :nbVoteTotal 104,\n", + " :tauxVote 0.3,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.26,\n", + " :nbVoteExerce 35282,\n", + " :nbBureauTotal 146,\n", + " :numeroCirconscription 449,\n", + " :nbVoteRejete 445,\n", + " :tauxParticipation 78.48,\n", + " :tauxVoteValide 98.74,\n", + " :nomCirconscription \"Vimont\"}\n", + " {:nbVoteValide 24395,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 39736,\n", + " :nbBureauComplete 132,\n", + " :candidats\n", + " [{:numeroCandidat 549,\n", + " :nom \"Chagnon\",\n", + " :prenom \"Jacques\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 20297,\n", + " :tauxVote 83.2,\n", + " :nbVoteAvance 18703}\n", + " {:numeroCandidat 552,\n", + " :nom \"Laroche\",\n", + " :prenom \"Denise\",\n", + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 1594,\n", + " :tauxVote 6.53,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 597,\n", + " :nom \"Desjardins\",\n", + " :prenom \"Mélissa\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 1523,\n", + " :tauxVote 6.24,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 154,\n", + " :nom \"Cahn\",\n", + " :prenom \"Lisa Julie\",\n", + " :numeroPartiPolitique 10,\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 981,\n", + " :tauxVote 4.02,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.02,\n", + " :nbVoteExerce 24647,\n", + " :nbBureauTotal 132,\n", + " :numeroCirconscription 391,\n", + " :nbVoteRejete 252,\n", + " :tauxParticipation 62.03,\n", + " :tauxVoteValide 98.98,\n", + " :nomCirconscription \"Westmount-Saint-Louis\"}]}\n" + ] + } + ], + "source": [ + "(clojure.pprint/pprint election-result)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's now print the total number of votes casted in the election. The total number of vote is located in the `:statistiques` map and then in the `:nbVoteValide` field. In short, the above hash-map looks like...\n", + "\n", + "```clojure\n", + "{:statistiques {:nbVoteValide \"bingo!\"}}\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The first way to get a key in a hash-map, when the key is a keyword, is to use it has a function. You can look at the official documentation for specific information https://clojure.org/reference/data_structures#Keywords." + ] + }, + { + "cell_type": "code", + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -151,7 +8770,7 @@ "4232262" ] }, - "execution_count": 9, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -160,9 +8779,16 @@ "(:nbVoteValide (:statistiques election-result))" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There is a second, more generic, way. The [get](https://clojuredocs.org/clojure.core/get) function get things out of datastructures (vectors, lists, hashmap...) " + ] + }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -171,7 +8797,7 @@ "4232262" ] }, - "execution_count": 11, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -180,9 +8806,18 @@ "(get (get election-result :statistiques) :nbVoteValide)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The third way is to use the [get-in](https://clojuredocs.org/clojure.core/get-in) function to use a single function. \n", + "\n", + "Note that no way is *better* then the other. There are simply made for different situations." + ] + }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -191,7 +8826,7 @@ "4232262" ] }, - "execution_count": 13, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } diff --git a/Cours numero 2.ipynb b/Cours numero 2.ipynb index ce63a50..c3ad1f9 100644 --- a/Cours numero 2.ipynb +++ b/Cours numero 2.ipynb @@ -4,24 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Let's load some data. The electoral results of the 2014 election are located in a file at `resources/data/election-2014.edn`. We can use the [slurp](https://clojuredocs.org/clojure.core/slurp) function for that." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "hello world\n" - ] - } - ], - "source": [ - "(println \"hello world\")" + "Let's load some data. The electoral results of the 2014 election are located in a file at `resources/data/election-2014.edn`. We can use the [slurp](https://clojuredocs.org/clojure.core/slurp) function for that.\n" ] }, { @@ -44,9 +27,16 @@ "(def raw-data-str (slurp \"resources/data/election-2014.edn\"))" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can see that the `slurp` function can read files and urls." + ] + }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -65,24 +55,41 @@ " :main ^:skip-aot honore-beaugrand.core\n", " :target-path \"target/%s\"\n", " :profiles {:uberjar {:aot :all}})\n", + "\n", + "\n", + "\n", + "\n", + "{\n", + " \"args\": {}, \n", + " \"headers\": {\n", + " \"Accept\": \"text/html, image/gif, image/jpeg, *; q=.2, */*; q=.2\", \n", + " \"Connection\": \"close\", \n", + " \"Host\": \"httpbin.org\", \n", + " \"User-Agent\": \"Java/10.0.1\"\n", + " }, \n", + " \"origin\": \"24.53.63.139\", \n", + " \"url\": \"http://httpbin.org/get\"\n", + "}\n", "\n" ] } ], "source": [ - "(println (slurp \"project.clj\"))" + "(println (slurp \"project.clj\"))\n", + "(println \"\\n\\n\")\n", + "(println (slurp \"http://httpbin.org/get\"))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's print that string!" + "Nevertheless, now we have our raw data in a nice long string. We can print it." ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -115,7 +122,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -124,25 +131,8637 @@ "#'user/election-result" ] }, - "execution_count": 3, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "(def election-result (read-string raw-data-str))" + "(def election-result (clojure.edn/read-string raw-data-str))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's print it" + "We can print the above using the \"pretty-print\" (usually shorted as pp) function. You can see the the result is more readable but it is very large" ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "{:statistiques\n", + " {:nbVoteValide 4232262,\n", + " :isResultatsFinaux true,\n", + " :nbBureauVote 21617,\n", + " :partisPolitiques\n", + " [{:numeroPartiPolitique 6,\n", + " :nomPartiPolitique \"Parti libéral du Québec/Quebec Liberal Party\",\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 1757071,\n", + " :tauxVoteTotal 41.5161,\n", + " :nbCirconscriptionsEnAvance 70,\n", + " :tauxCirconscriptionsEnAvance 56.0}\n", + " {:numeroPartiPolitique 8,\n", + " :nomPartiPolitique \"Parti québécois\",\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 1074120,\n", + " :tauxVoteTotal 25.3793,\n", + " :nbCirconscriptionsEnAvance 30,\n", + " :tauxCirconscriptionsEnAvance 24.0}\n", + " {:numeroPartiPolitique 27,\n", + " :nomPartiPolitique\n", + " \"Coalition avenir Québec - 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P.I.Q.\",\n", + " :nbVoteTotal 450,\n", + " :tauxVote 1.04,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.92,\n", + " :nbVoteExerce 44214,\n", + " :nbBureauTotal 187,\n", + " :numeroCirconscription 249,\n", + " :nbVoteRejete 850,\n", + " :tauxParticipation 76.96,\n", + " :tauxVoteValide 98.08,\n", + " :nomCirconscription \"Verchères\"}\n", + " {:nbVoteValide 33943,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 48594,\n", + " :nbBureauComplete 155,\n", + " :candidats\n", + " [{:numeroCandidat 503,\n", + " :nom \"Daoust\",\n", + " :prenom \"Jacques\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 17172,\n", + " :tauxVote 50.59,\n", + " :nbVoteAvance 8901}\n", + " {:numeroCandidat 145,\n", + " :nom \"Pintal\",\n", + " :prenom \"Lorraine\",\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 8271,\n", + " :tauxVote 24.37,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 218,\n", + " :nom \"Richer\",\n", + " :prenom \"Benoit\",\n", + " :numeroPartiPolitique 27,\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 4151,\n", + " :tauxVote 12.23,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 680,\n", + " :nom \"Pires\",\n", + " :prenom \"Rosa\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 3277,\n", + " :tauxVote 9.65,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 688,\n", + " :nom \"Bergeron-Bossé\",\n", + " :prenom \"Antonin\",\n", + " :numeroPartiPolitique 10,\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 713,\n", + " :tauxVote 2.1,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 844,\n", + " :nom \"Longchamp\",\n", + " :prenom \"Julien\",\n", + " :numeroPartiPolitique 26,\n", + " :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n", + " :nbVoteTotal 160,\n", + " :tauxVote 0.47,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 556,\n", + " :nom \"St-Onge\",\n", + " :prenom \"Raynald\",\n", + " :numeroPartiPolitique 2,\n", + " :abreviationPartiPolitique \"B.P.\",\n", + " :nbVoteTotal 157,\n", + " :tauxVote 0.46,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 612,\n", + " :nom \"Studd\",\n", + " :prenom \"Eileen\",\n", + " :numeroPartiPolitique 7,\n", + " :abreviationPartiPolitique \"P.M.L.Q.\",\n", + " :nbVoteTotal 42,\n", + " :tauxVote 0.12,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.19,\n", + " :nbVoteExerce 34352,\n", + " :nbBureauTotal 155,\n", + " :numeroCirconscription 397,\n", + " :nbVoteRejete 409,\n", + " :tauxParticipation 70.69,\n", + " :tauxVoteValide 98.81,\n", + " :nomCirconscription \"Verdun\"}\n", + " {:nbVoteValide 25709,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 41161,\n", + " :nbBureauComplete 131,\n", + " :candidats\n", + " [{:numeroCandidat 204,\n", + " :nom \"Heurtel\",\n", + " :prenom \"David\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 15945,\n", + " :tauxVote 62.02,\n", + " :nbVoteAvance 12163}\n", + " {:numeroCandidat 356,\n", + " :nom \"Lavigne\",\n", + " :prenom \"Odette\",\n", + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 3782,\n", + " :tauxVote 14.71,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 372,\n", + " :nom \"Fortier-Moreau\",\n", + " :prenom \"Geneviève\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 2795,\n", + " :tauxVote 10.87,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 697,\n", + " :nom \"Cayo\",\n", + " :prenom \"Wilner\",\n", + " :numeroPartiPolitique 27,\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 2380,\n", + " :tauxVote 9.26,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 410,\n", + " :nom \"Bourgault\",\n", + " :prenom \"Marijo\",\n", + " :numeroPartiPolitique 10,\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 304,\n", + " :tauxVote 1.18,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 588,\n", + " :nom \"Valiquette\",\n", + " :prenom \"Benoit\",\n", + " :numeroPartiPolitique 23,\n", + " :abreviationPartiPolitique \"P.N.\",\n", + " :nbVoteTotal 181,\n", + " :tauxVote 0.7,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 789,\n", + " :nom \"Michaud\",\n", + " :prenom \"Benjamin\",\n", + " :numeroPartiPolitique 26,\n", + " :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n", + " :nbVoteTotal 177,\n", + " :tauxVote 0.69,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 727,\n", + " :nom \"Da Silva\",\n", + " :prenom \"Ana\",\n", + " :numeroPartiPolitique 2,\n", + " :abreviationPartiPolitique \"B.P.\",\n", + " :nbVoteTotal 145,\n", + " :tauxVote 0.56,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.38,\n", + " :nbVoteExerce 26069,\n", + " :nbBureauTotal 131,\n", + " :numeroCirconscription 427,\n", + " :nbVoteRejete 360,\n", + " :tauxParticipation 63.33,\n", + " :tauxVoteValide 98.62,\n", + " :nomCirconscription \"Viau\"}\n", + " {:nbVoteValide 34837,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 44955,\n", + " :nbBureauComplete 146,\n", + " :candidats\n", + " [{:numeroCandidat 293,\n", + " :nom \"Rousselle\",\n", + " :prenom \"Jean\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 17584,\n", + " :tauxVote 50.48,\n", + " :nbVoteAvance 9424}\n", + " {:numeroCandidat 214,\n", + " :nom \"Poirier\",\n", + " :prenom \"Jean\",\n", + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 8160,\n", + " :tauxVote 23.42,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 212,\n", + " :nom \"Dydzak\",\n", + " :prenom \"Joseph\",\n", + " :numeroPartiPolitique 27,\n", + " :abreviationPartiPolitique \"C.A.Q.-É.F.L.\",\n", + " :nbVoteTotal 6632,\n", + " :tauxVote 19.04,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 655,\n", + " :nom \"Moran\",\n", + " :prenom \"Janina\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 1676,\n", + " :tauxVote 4.81,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 450,\n", + " :nom \"Demers\",\n", + " :prenom \"Andréanne\",\n", + " :numeroPartiPolitique 10,\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 372,\n", + " :tauxVote 1.07,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 619,\n", + " :nom \"Boily\",\n", + " :prenom \"Étienne\",\n", + " :numeroPartiPolitique 26,\n", + " :abreviationPartiPolitique \"O.N. - P.I.Q.\",\n", + " :nbVoteTotal 192,\n", + " :tauxVote 0.55,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 467,\n", + " :nom \"Boyer\",\n", + " :prenom \"Jean-Marc\",\n", + " :numeroPartiPolitique 0,\n", + " :abreviationPartiPolitique \"Ind\",\n", + " :nbVoteTotal 117,\n", + " :tauxVote 0.34,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 662,\n", + " :nom \"Robert\",\n", + " :prenom \"Alain\",\n", + " :numeroPartiPolitique 22,\n", + " :abreviationPartiPolitique \"É.A.P. - P.C.Q.\",\n", + " :nbVoteTotal 104,\n", + " :tauxVote 0.3,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.26,\n", + " :nbVoteExerce 35282,\n", + " :nbBureauTotal 146,\n", + " :numeroCirconscription 449,\n", + " :nbVoteRejete 445,\n", + " :tauxParticipation 78.48,\n", + " :tauxVoteValide 98.74,\n", + " :nomCirconscription \"Vimont\"}\n", + " {:nbVoteValide 24395,\n", + " :isResultatsFinaux true,\n", + " :nbElecteurInscrit 39736,\n", + " :nbBureauComplete 132,\n", + " :candidats\n", + " [{:numeroCandidat 549,\n", + " :nom \"Chagnon\",\n", + " :prenom \"Jacques\",\n", + " :numeroPartiPolitique 6,\n", + " :abreviationPartiPolitique \"P.L.Q./Q.L.P.\",\n", + " :nbVoteTotal 20297,\n", + " :tauxVote 83.2,\n", + " :nbVoteAvance 18703}\n", + " {:numeroCandidat 552,\n", + " :nom \"Laroche\",\n", + " :prenom \"Denise\",\n", + " :numeroPartiPolitique 8,\n", + " :abreviationPartiPolitique \"P.Q.\",\n", + " :nbVoteTotal 1594,\n", + " :tauxVote 6.53,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 597,\n", + " :nom \"Desjardins\",\n", + " :prenom \"Mélissa\",\n", + " :numeroPartiPolitique 11,\n", + " :abreviationPartiPolitique \"Q.S.\",\n", + " :nbVoteTotal 1523,\n", + " :tauxVote 6.24,\n", + " :nbVoteAvance 0}\n", + " {:numeroCandidat 154,\n", + " :nom \"Cahn\",\n", + " :prenom \"Lisa Julie\",\n", + " :numeroPartiPolitique 10,\n", + " :abreviationPartiPolitique \"P.V.Q./G.P.Q.\",\n", + " :nbVoteTotal 981,\n", + " :tauxVote 4.02,\n", + " :nbVoteAvance 0}],\n", + " :iso8601DateMAJ \"2014-04-15T02:24:38,653-04:00\",\n", + " :tauxVoteRejete 1.02,\n", + " :nbVoteExerce 24647,\n", + " :nbBureauTotal 132,\n", + " :numeroCirconscription 391,\n", + " :nbVoteRejete 252,\n", + " :tauxParticipation 62.03,\n", + " :tauxVoteValide 98.98,\n", + " :nomCirconscription \"Westmount-Saint-Louis\"}]}\n" + ] + } + ], + "source": [ + "(clojure.pprint/pprint election-result)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's now print the total number of votes casted in the election. The total number of vote is located in the `:statistiques` map and then in the `:nbVoteValide` field. In short, the above hash-map looks like...\n", + "\n", + "```clojure\n", + "{:statistiques {:nbVoteValide \"bingo!\"}}\n", + "```" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The first way to get a key in a hash-map, when the key is a keyword, is to use it has a function. You can look at the official documentation for specific information https://clojure.org/reference/data_structures#Keywords." + ] + }, + { + "cell_type": "code", + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -151,7 +8770,7 @@ "4232262" ] }, - "execution_count": 9, + "execution_count": 18, "metadata": {}, "output_type": "execute_result" } @@ -160,9 +8779,16 @@ "(:nbVoteValide (:statistiques election-result))" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "There is a second, more generic, way. The [get](https://clojuredocs.org/clojure.core/get) function get things out of datastructures (vectors, lists, hashmap...) " + ] + }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 19, "metadata": {}, "outputs": [ { @@ -171,7 +8797,7 @@ "4232262" ] }, - "execution_count": 11, + "execution_count": 19, "metadata": {}, "output_type": "execute_result" } @@ -180,9 +8806,18 @@ "(get (get election-result :statistiques) :nbVoteValide)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The third way is to use the [get-in](https://clojuredocs.org/clojure.core/get-in) function to use a single function. \n", + "\n", + "Note that no way is *better* then the other. There are simply made for different situations." + ] + }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -191,7 +8826,7 @@ "4232262" ] }, - "execution_count": 13, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" }